Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World
Open accessAbstract
Nowadays, the importance of bibliographic databases (DBs) has increased enormously, as they are the main providers of publication metadata and bibliometric indicators universally used both for research assessment practices and for performing daily tasks. Because the reliability of these tasks firstly depends on the data source, all users of the DBs should be able to choose the most suitable one. Web of Science (WoS) and Scopus are the two main bibliographic DBs. The comprehensive evaluation of the DBs’ coverage is practically impossible without extensive bibliometric analyses or literature reviews, but most DBs users do not have bibliometric competence and/or are not willing to invest additional time for such evaluations. Apart from that, the convenience of the DB’s interface, performance, provided impact indicators and additional tools may also influence the users’ choice. The main goal of this work is to provide all of the potential users with an all-inclusive description of the two main bibliographic DBs by gathering the findings that are presented in the most recent literature and information provided by the owners of the DBs at one place. This overview should aid all stakeholders employing publication and citation data in selecting the most suitable DB.
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Written from the paper’s full text.
TL;DR
This review compares Web of Science Core Collection (WoS CC) and Scopus as bibliographic databases, synthesizing recent literature and vendor information on coverage, quality, metrics, search, and data access. It concludes Scopus generally offers wider content and citation coverage and more convenient profiles/metrics, while WoS has deeper citation backfiles and better funding-information coverage, so suitability depends on task and subscription.
Key findings
- Scopus generally has wider overall coverage: >25,100 active source titles versus WoS CC >21,400 journals only; it indexes more books, conference material, and non-English/regional literature. In a six-source comparison, Scopus retrieved 57% of combined citations to sample documents versus WoS 52%, and Scopus covered 93% of WoS citations while WoS covered 83% of Scopus citations.
- WoS has deeper citation coverage (cited references since 1900 versus Scopus since 1970), though accessible depth can be shortened by subscription terms. WoS performs better on funding information: in medical journals, WoS funded articles were 29.0% versus Scopus 7.7%; Scopus funding-information recall was about 67%, while WoS recall/precision was often above 90% but with incomplete fields.
- Both databases share biases: overrepresentation of Natural Sciences, Engineering, and Biomedical Research; underrepresentation of Social Sciences and Humanities; insufficient book and conference coverage (e.g., both covered only 14% of book chapters in a Norwegian output study); and continued English-language bias.
- Error profiles differ: Scopus generally had fewer author-name/title errors and omitted-reference errors (3.53% versus 4.51% in WoS), but more duplicate entries and missing cited documents; WoS had more phantom citations (0.46% versus 0.10% in Scopus). Scopus author disambiguation precision rose from 98% in 2017 to 99.9% in 2019 with recall >94%; institution disambiguation precision was 0.95 for WoS OE and 0.96 for Scopus AFID, with recall 0.93 for WoS and 0.86 for Scopus; only 20% of investigated institutions were in WoS OE versus 85% in Scopus AFID.
Methods
- Design: narrative literature review/overview, explicitly not a systematic review, comparing WoS CC and Scopus.
- Data: findings from studies published in the last five years plus official information from Clarivate and Elsevier, including tables summarizing coverage numbers and impact indicators.
- Analysis: thematic comparison grouped by content coverage, source/document types, regional/non-English literature, citations, patents, funding information, publication/source/author/institution information, content quality, search/online analysis, data export, impact indicators, and bibliometric concerns.
Limitations
- The paper states it is not a systematic review; it was impossible to cover all relevant literature, only studies from the last five years were discussed, databases and interfaces constantly change, WoS subscription variations hinder reproducibility/comparison, and Open Access content coverage was not elaborated.
- Evident from the text: some conclusions rely on the author’s personal opinion (e.g., that Scopus is more convenient or better suited) and on vendor-provided information, which the paper itself notes may be subjective or exaggerated; no primary empirical data collection was performed.
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- Findingnone given§ Content Coverage Evaluation by Source Lists · p. 29
The accessibility of content might be further restricted by time-frame limitations (e.g., in Lithuanian Universities subscribing WoS CC, available data reach back only to 1990).
“the accessibility of content might be further restricted by time-frame limitations (for instance, in the case of Lithuanian Universities subscribing WoS CC, the available data reach back only to 1990)”
Quote in the paperNot a substantial claim - Findingown data§ Content Coverage Evaluation by Source Lists · p. 28
These chemical indexes are not always accessible with a basic WoS CC subscription.
“apparently they are not always accessible with a basic WoS CC subscription. For instance, our university subscribes WoS CC, but it has no access to IC and CCR.”
Quote in the paperNot a substantial claim - Premisecitation§ Main Bibliographic Databases · p. 3
Google Scholar can be easily manipulated using falsified data.
“By simple experiment, it was also shown that GS can be easily manipulated using falsified data [34].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] 2014, The Google Scholar Experiment: How to Index False Papers and Manipulate Bibliometric Indicators, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ Raminta Pranckut˙ e iD · p. 1
Web of Science (WoS) and Scopus are the two main bibliographic databases.
“Web of Science (WoS) and Scopus are the two main bibliographic DBs.”
- Also stated in: § 1. Introduction · p. 1 · boosted
“Web of Science (WoS) and Scopus are the two bibliographic DBs generally accepted as the most comprehensive data sources for various purposes [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Zhu, 2020, A Tale of Two Databases: The Use of Web of Science and Scopus in Academic Papers, Scientometrics source
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- Also stated in: § 1. Introduction · p. 1 · boosted
- Premisecitation§ 1. Introduction · p. 1
Institutions are often forced to choose between WoS and Scopus.
“Consequently, institutions are often forced to choose between these data sources [15].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [15] Dallas, 2018, Variable Bibliographic Database Access Could Limit Reproducibility, Bioscience source
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- Premisecitation§ 1. Introduction · p. 1
The institution's choice of DB subscription is primarily determined by the metrics applied in national and institutional research assessment policies.
“Usually, the institution's choice of the DB subscription is primarily determined by the metrics that are applied in national and institutional research assessment policies [6].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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- Premisecitation§ Main Bibliographic Databases · p. 3
Google Scholar's data export is unavailable for large-scale analysis.
“Moreover, one of the main setbacks in trying to use GS for large-scale analysis is the unavailability of its data export [23,31-33].”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
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- cites [31] Halevi, 2017, Suitability of Google Scholar as a Source of Scientific Information and as a Source of Data for Scientific Evaluation—Review of the Literature, J. Informetr. source
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- cites [32] Thelwall, 2021, Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: A Multidisciplinary Comparison of Coverage via Citations, Scientometrics source
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- cites [33] 2017, Google Scholar as a Source for Scholarly Evaluation: A Bibliographic Review of Database Errors, Rev. española Doc. Científica
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- Premisenone given§ Main Bibliographic Databases · p. 3
The main difference from WoS is that all Scopus content is accessible with a single subscription without possible modulations.
“The main difference from WoS is that all Scopus content is accessible with a single subscription without possible modulations.”
Quote in the paperNot a substantial claim - Premisecitation§ Main Bibliographic Databases · p. 4
Due to its recent introduction, relatively little is known regarding Dimensions' comprehensiveness and validity as a reliable bibliographic data source.
“However, due to its recent introduction, relatively little is known regarding its comprehensiveness and validity as a reliable bibliographic data source, as the exploring of these features has only just began in the scientometric community [32,37-40].”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [32] Thelwall, 2021, Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: A Multidisciplinary Comparison of Coverage via Citations, Scientometrics source
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- cites [37] Thelwall, 2018, Dimensions: A Competitor to Scopus and the Web of Science?, J. Informetr. source
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- cites [38] Bornmann, 2018, Field Classification of Publications in Dimensions: A First Case Study Testing Its Reliability and Validity, Scientometrics source
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- cites [39] Harzing, 2019, Two New Kids on the Block: How Do Crossref and Dimensions Compare with Google Scholar, Microsoft Academic, Scopus and the Web of Science?, Scientometrics source
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- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- Premisecitation§ Main Bibliographic Databases · p. 3
Institutions mostly subscribe to only WoS CC instead of the whole WoS Platform due to the possibility to adjust subscription of WoS DB.
“Institutions mostly subscribe to only WoS CC instead of the whole WoS Platform due to the possibility to adjust subscription of WoS DB [29].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [29] Liu, 2019, The Data Source of This Study Is Web of Science Core Collection? Not Enough, Scientometrics source
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- Premisecitation§ Main Bibliographic Databases · p. 4
Other data sources are highly specialized (e.g., PubMed, Medline, Compendix), making them unsuitable for more inclusive tasks, particularly wide scope analysis and evaluation of multidisciplinary units.
“Meanwhile, others are highly specialized (e.g., PubMed, Medline, Compendix, etc.), which makes them unsuitable for more inclusive tasks, in particular, for the wide scope analysis and evaluation of multidisciplinary units [42,43].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
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- cites [43] Bramer, 2017, Optimal Database Combinations for Literature Searches in Systematic Reviews: A Prospective Exploratory Study, Syst. Rev. source
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- Premisecitation§ 1. Introduction · p. 2
The usability of data sources may highly depend on additional content accessibility restrictions and availability to download and export data.
“However, the usability of data sources may also highly depend on the additional content accessibility restrictions and availability to download and export data.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [15] Dallas, 2018, Variable Bibliographic Database Access Could Limit Reproducibility, Bioscience source
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- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
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- Premisecitation§ 1. Introduction · p. 2
The majority of DBs' end users are not usually aware of these limitations and how they can affect the accuracy, reliability, and reproducibility of their task's outcome.
“Unfortunately, the majority of DBs' end users are not usually aware of these limitations and how they can affect the accuracy, reliability, and reproducibility of their task's outcome [15,23].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [15] Dallas, 2018, Variable Bibliographic Database Access Could Limit Reproducibility, Bioscience source
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- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
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- Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
In computer sciences, only 63% of the documents retrieved by WoS were also found by Scopus.
“Meanwhile, in another study focused on computer sciences, only 63% of the documents retrieved by WoS were also found by Scopus [57].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] 2018, Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query, Front. Res. Metrics Anal. source
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- Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
Natural Sciences and Engineering appeared to be overrepresented to a greater extent in WoS.
“Meanwhile, Natural Sciences and Engineering appeared to be overrepresented to a greater extent in WoS [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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- Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8
The majority of studies determined better coverage of conference material in Scopus when compared to WoS.
“However, although the share of conference proceedings articles in Scopus and in WoS is statistically similar (approximately 10%) [52], the majority of studies determined better coverage of conference material in Scopus when compared to WoS [26,39,53,55,57,59].”
Quote in the paperNot a substantial claim0 of 6 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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- cites [39] Harzing, 2019, Two New Kids on the Block: How Do Crossref and Dimensions Compare with Google Scholar, Microsoft Academic, Scopus and the Web of Science?, Scientometrics source
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- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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- cites [55] 2018, Coverage of Highly-Cited Documents in Google Scholar, Web of Science, and Scopus: A Multidisciplinary Comparison, Scientometrics
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- cites [57] 2018, Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query, Front. Res. Metrics Anal. source
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- cites [59] Hug, 2017, The Coverage of Microsoft Academic: Analyzing the Publication Output of a University, Scientometrics source
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- Premisecitation§ 2. Literature Overview · p. 6
The exact composition of WoS DB indexes and time-frame limitations were often not clearly stated in studies.
“Especially for the reason that the exact composition of WoS DB indexes and time-frame limitations were often not clearly stated in the studies [29].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [29] Liu, 2019, The Data Source of This Study Is Web of Science Core Collection? Not Enough, Scientometrics source
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- Premisereasoning§ 3.3. Coverage of Regional and Non-English Literature · p. 9
Both databases still favor English-language publications.
“However, all of the authors agree that the both DBs still obviously support English language publications more.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
Scopus covers 99% of nursing journals that are covered by WoS.
“For example, Scopus was shown to cover even 99% of nursing journals that were covered by WoS [85].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [85] Powell, 2017, Coverage and Quality: A Comparison of Web of Science and Scopus Databases for Reporting Faculty Nursing Publication Metrics, Nurs. Outlook source
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- Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8
WoS and Scopus both cover only 14% of book chapters in a study of Norwegian scientific output.
“For instance, in a study where the representation of Norwegian scientific output was evaluated, WoS and Scopus were both shown to only cover 14% of book chapters [50].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [50] Aksnes, 2019, A Criteria-Based Assessment of the Coverage of Scopus and Web of Science, J. Data Inf. Sci.
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- Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
The extent of content overlap between WoS and Scopus varies greatly across disciplines.
“However, the extent of content overlap between WoS and Scopus was determined to be varying greatly across disciplines [40,47].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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- Premisecitation§ 3.3. Coverage of Regional and Non-English Literature · p. 9
Scopus is superior to WoS in coverage of non-English and regional literature of all types.
“Scopus was identified as superior to WoS in the coverage of both non-English and regional literature of all types [49].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [49] Thelwall, 2019, Web of Science and Scopus Language Coverage, Scientometrics source
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- Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
The absolute majority of studies have reported better Scopus coverage of all major disciplines when compared to WoS.
“Nevertheless, the absolute majority of these studies have reported better Scopus coverage of all major disciplines when compared to WoS.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8
Serial conference proceedings are highly overlapping between WoS and Scopus.
“Serial conference proceedings were shown to be highly overlapping between the DBs [40,52].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
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- Premisecitation§ 3.3. Coverage of Regional and Non-English Literature · p. 9
In a study of Norwegian scientific output, Norwegian-language publications were better covered by Scopus than WoS.
“in a study of Norwegian scientific output coverage, Norwegian-language publications were shown to be better covered by Scopus, as compared to WoS [50].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Aksnes, 2019, A Criteria-Based Assessment of the Coverage of Scopus and Web of Science, J. Data Inf. Sci.
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- Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8
Even the most recent large-scale content analyses at publication level including all major source types did not indicate a significant improvement of book coverage in both DBs.
“However, even the most recent large-scale content analyses performed at publication level and including all major source types did not indicate a significant improvement of book coverage in both DBs.”
Quote in the paperSubstantial claim - Premisereasoning§ 3.2. Coverage by Source and Document Types · p. 7
The coverage of books and conference proceedings both in WoS and Scopus was generally determined to be insufficient for analyzing or evaluating disciplines where these source types are the most prevalent.
“Therefore, it is not surprising that the coverage of books and conference proceedings both in WoS and Scopus was generally determined to be insufficient, aiming to use the DBs as the data sources for analyzing or evaluating disciplines where these source types are the most prevalent [26,44,88].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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- Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8
The share of conference proceedings articles in Scopus and in WoS is statistically similar (approximately 10%).
“However, although the share of conference proceedings articles in Scopus and in WoS is statistically similar (approximately 10%) [52], the majority of studies determined better coverage of conference material in Scopus when compared to WoS [26,39,53,55,57,59].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
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- Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7
Scopus provides wider overall coverage compared to WoS CC.
“The fact that Scopus provides wider overall coverage as compared to WoS CC was confirmed multiple times, both by early and the most recent content coverage comparisons.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
The majority of journals published in languages other than English, in smaller countries, and journals representing very specific research fields, especially university-published journals, had a lesser probability of being included in WoS CC.
“the majority of journals published in other than English languages and in smaller countries, and journals representing very specific research fields, especially ones that were published by universities, were shown to have a lesser probability to be included in WoS CC.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [81] Chavarro, 2018, To What Extent Is Inclusion in TheWeb of Science an Indicator of Journal ‘Quality’?, Res. Eval. source
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
Early studies have shown that WoS may not always collect all scientific resources of the best quality, at least not in all subject fields.
“the early studies have already shown that, in reality, this may not always be true, at least not in all subject fields [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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- Interpretationcitation§ 3.4. Coverage of Citations · p. 10
The shorter time frame of citation coverage in Scopus may be compensated by its wider overall content coverage.
“These findings suggest that a shorter time frame of citation coverage in Scopus might be very well compensated by the wider overall coverage of content.”
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- Premisecitation§ 3.4. Coverage of Citations · p. 9
Scopus provides higher citation counts than WoS, even before the Scopus Cited Reference Expansion Program.
“Scopus was shown to provide higher citation counts than WoS, even in the studies that were performed before an execution of Scopus Cited Reference Expansion Program, when the citations in Scopus were only covered up to 1996 [26,44,60].”
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18
Both WoS and Scopus do not practice backwards indexing, except for ESCI BackFile in WoS.
“Additionally, it was noted that both DBs do not practice backwards indexing (except for ESCI BackFile) in WoS [55].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [55] 2018, Coverage of Highly-Cited Documents in Google Scholar, Web of Science, and Scopus: A Multidisciplinary Comparison, Scientometrics
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18
In WoS, approximately 10-12% of evaluated journals become indexed.
“In WoS approximately 10-12% of evaluated journals become indexed [28]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
A significant share of journals ranking in the highest positions in Scopus were not indexed by WoS.
“Moreover, it was also shown that a significant share of journals ranking in highest positions in Scopus DB were not even indexed by WoS [51,58].”
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- Premisecitation§ 3.6. Coverage of Funding Information · p. 11
The recall of funding information in Scopus was estimated at approximately 67%.
“the recall of FI in Scopus was estimated being only approximately 67% [79].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [79] Liu, 2020, Accuracy of Funding Information in Scopus: A Comparative Case Study, Scientometrics source
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
The database owners list the top publishers covered in WoS and Scopus as Elsevier, Springer, Taylor & Francis, WileyBlackwell, and SAGE.
“they list the top publishers that are covered in the DBs being Elsevier (the Netherlands), Springer (UK), Taylor & Francis (UK), WilleyBlackwell (USA), and SAGE (USA) [28,89].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- Premisecitation§ 3.9. Institution Information · p. 16
The recall of WoS OE and Scopus AFID is lower (0.93 and 0.86).
“The recall of both systems was determined to be considerably lower (0.93 for WoS and 0.86 for Scopus)”
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- Interpretationcitation§ 3.3. Coverage of Regional and Non-English Literature · p. 9
Differences in conclusions about language coverage between WoS and Scopus may be related to differences in study time frames, because non-English document growth is more volatile due to content expansion programs.
“The different conclusions that were drawn from these studies may be related to the differences in the applied time frames, because, while the total number of publications in the DBs is growing steadily, the increase of non-English documents may be more volatile, especially due to the execution of content expansion programs that were focused on specific source types or regions [52].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
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- Premisecitation§ 3.4. Coverage of Citations · p. 10
In a large-scale comparison of six data sources, Scopus retrieved 57% of all combined citations to sample documents, while WoS retrieved 52%.
“a very recent large scale comparison of six data sources has shown that Scopus retrieved 57% of all combined citations to the sample documents, while WoS retrieved 52% of the total citations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [32] Thelwall, 2021, Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: A Multidisciplinary Comparison of Coverage via Citations, Scientometrics source
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
The main part of content indexed in both WoS and Scopus was published in the United States, United Kingdom, the Netherlands, and Germany.
“the main part of content being indexed in both WoS and Scopus was determined being published in United States, United Kingdom, the Netherlands, and Germany [47]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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- Interpretationreasoning§ 3.10.1. Content Indexing and Inclusion Policies · p. 17
Although the study was confined to journals produced in Latin America, Spain, and Portugal, it is probable that the inclusion of all journals into WoS may be affected by the same determined biases.
“Although the study was confined to the journals that were produced in Latin America, Spain, and Portugal, it is probable that the inclusion of all journals into WoS may be affected by the same determined biases.”
Quote in the paperSubstantial claim - Interpretationcitation§ 3.6. Coverage of Funding Information · p. 12
The coverage of funding information in both databases, especially Scopus, may not be comprehensive enough for accurate and reliable analyses of funding trends in SSH and research with strong national orientation.
“the majority of authors agree that, in the meantime, in both DBs (especially in Scopus) the coverage of FI may not be comprehensive enough for accurate and reliable analyses of funding trends in SSH and in research with strong national orientation.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [74] Tang, 2017, Funding Acknowledgment Analysis: Queries and Caveats, J. Assoc. Inf. Sci. Technol. source
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- cites [76] Desrochers, 2016, Characterization, Description, and Considerations for the Use of Funding Acknowledgement Data in Web of Science, Scientometrics source
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- cites [77] Liu, 2020, Funding Information in Web of Science: An Updated Overview, Scientometrics source
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- Premisecitation§ 3.4. Coverage of Citations · p. 9
Differences in citation counts between WoS and Scopus decreased by more than 40% a year after the initiation of the Scopus expansion program.
“the differences in citation counts between WoS and Scopus were observed having been decreased by more than 40% already only a year after the initiation of the expansion program in Scopus [13].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Harzing, 2016, Google Scholar, Scopus and the Web of Science: A Longitudinal and Cross-Disciplinary Comparison, Scientometrics source
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- Premisecitation§ 3.8. Author Information · p. 14
Scopus AUIDs have high precision and recall: over 98% recall and 99% precision compared to a Japanese funding database.
“When compared to the largest Japan funding database, the recall and precision of Scopus AUIDs were over 98% and 99%, respectively, with the majority of authors having only one AUID [122].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [122] Kawashima, 2015, Accuracy Evaluation of Scopus Author ID Based on the Largest Funding Database in Japan, Scientometrics source
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- Premisereasoning§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
OA journals are particularly attractive to authors pressurized for high publication productivity.
“Thus, OA journals are particularly attractive to authors pressurized for high publication productivity [158-160].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [158] Demir, 2018, Predatory Journals: Who Publishes in Them and Why?, J. Informetr. source
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- cites [159] Green, 2019, Is Open Access Affordable? Why Current Models Do Not Work and Why We Need Internet-Era Transformation of Scholarly Communications, Learn. Publ. source
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- cites [160] Tenopir, C., Dalton, E., Fish, A., Christian, L., Jones, M., and Smith, M. (2016). What Motivates Authors of Scholarly Articles? The Importance of Journal Attributes and Potential Audience on Publication Choice. Publications, 4. source
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- Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18
More than 9% of journals discontinued in Scopus were still indexed in WoS.
“Meanwhile, more than 9% of journals that were discontinued in Scopus were still indexed in WoS DB [145].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [145] Cortegiani, 2020, Inflated Citations and Metrics of Journals Discontinued from Scopus for Publication Concerns: The GhoS(t)Copus Project, F1000Research
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- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
The detrimental effect on the quality of research resulting from the shift from publishing in subscription-based to OA journals was demonstrated empirically.
“The detrimental effect on the quality of research resulting from the shift from publishing in subscription-based to OA journals was, in fact, demonstrated empirically [133].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [133] 2019, The Effect of Open Access on Research Quality, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
A considerable portion of mistakes in publication metadata is caused by incorrect spelling due to language-specific characters, which may be incorrectly identified by optical character recognition systems.
“A considerable portion of mistakes in the publication metadata is caused by incorrect spelling due to the presence of language specific characters (e.g., letters with diacritics), which may be incorrectly identified by optical character recognition (OCR) systems [65,70,71].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [65] Olensky, 2016, Evaluation of the Citation Matching Algorithms of CWTS and IFQ in Comparison to the Web of Science, J. Assoc. Inf. Sci. Technol. source
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- cites [70] Aman, 2018, Does the Scopus Author ID Suffice to Track Scientific International Mobility? A Case Study Based on Leibniz Laureates, Scientometrics source
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- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 20
Having published in a predatory journal may negatively affect the reputations of authors.
“Having published in predatory journal may negatively affect the reputations of authors [157].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [157] Fernandez, 2019, Predatory Publishing or a Lack of Peer Review Transparency?—A Contemporary Analysis of Indexed Open and Non-Open Access Articles in Paediatric Urology, J. Pediatr. Urol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
Some pre-existing errors introduced by authors may be corrected by the publisher in the manuscript editing stage or by the databases during data import.
“some pre-existing errors that are introduced by authors may be corrected by the publisher in the manuscript editing state or by the DBs during the data import [65].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Olensky, 2016, Evaluation of the Citation Matching Algorithms of CWTS and IFQ in Comparison to the Web of Science, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
Editorial style of some publishers can favor database errors.
“Editorial style of some publishers can also favor database errors [62].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
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- Interpretationreasoning§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
The unethical nature of predatory journals may only be noticed after a long time.
“and the unethical nature of predatory journals may only be noticed after a long time.”
Quote in the paperSubstantial claim - Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
There is still a lack of credible empirical proofs to support or deny assumptions about OA publications and journals.
“there is still a lack of credible empirical proofs to support or deny any of the aforementioned assumptions [149].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [149] Mckiernan, 2016, How Open Science Helps Researchers Succeed, elife source
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- Interpretationreasoning§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
The lower citation impact of OA journals could be at least partially explained by many OA journals being relatively new.
“this could be at least partially explained by the fact that many of OA journals are relatively new.”
Quote in the paperNot a substantial claim - Premisenone given§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
In both WoS and Scopus, OA journals are selected for indexing by applying the same criteria and policies as for the rest of indexed sources.
“in both WoS and Scopus, OA journals are selected for indexing by applying the same criteria and policies as for the rest of indexed sources.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18
A considerable portion of discontinued journals in Scopus have not changed their indexing status on their webpages, even for several years.
“it was shown that a considerable portion of discontinued journals in Scopus have not changed their indexing status in their webpages (whether accidentally or intentionally, aiming to attract more authors), even for several years [148].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [148] Krauskopf, 2018, An Analysis of Discontinued Journals by Scopus, Scientometrics source
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- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
There is no clear consensus on the OA effect on citation impact.
“Thus, there is no clear consensus on the OA effect on citation impact [126,129,131,152].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [126] Jokic, M., Mervar, A., and Mateljan, S. (2018). Scientific Potential of European Fully Open Access Journals. Scientometrics, 1373–1394. source
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- cites [129] Asai, 2020, The Effect of Collaboration with Large Publishers on the Internationality and Influence of Open Access Journals for Research Institutions, Scientometrics source
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- cites [131] Tennant, 2016, The Academic, Economic and Societal Impacts of Open Access: An Evidence-Based Review, F1000Research source
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- cites [152] 2019, Publication Modalities ‘Article in Press’ and ‘Open Access’ in Relation to Journal Average Citation, Scientometrics source
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- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
A major difference of OA from the traditional subscription-based model is that coverage of article processing charges is redirected from publishers to authors.
“the major difference of OAfrom the traditional subscription-based model is that, in OA publishing, method coverage of article processing charges (APCs) is redirected from publishers to authors [130,161]”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [130] Siler, 2020, The Pricing of Open Access Journals: Diverse Niches and Sources of Value in Academic Publishing, Quant. Sci. Stud. source
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- cites [161] Asai, 2020, Market Power of Publishers in Setting Article Processing Charges for Open Access Journals, Scientometrics source
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- Interpretationreasoning§ 3.10.1. Content Indexing and Inclusion Policies · p. 18
The removal practice may be detrimental, especially when journals were discontinued due to unethical publishing practices, because remaining indexed publications continue to be cited and may mislead interpretation of publication quality.
“However, this practice may be detrimental, especially in the cases when journals were discontinued due to the unethical publishing practices, as the remaining indexed publications continue to be cited and may result in a misleading interpretation of the quality of the publications.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
Results of performed related empirical studies strongly depend on the data source used.
“the results of the performed related empirical studies strongly depend on the data source used [125,152,153].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [125] Maddi, 2020, Measuring Open Access Publications: A Novel Normalized Open Access Indicator, Scientometrics source
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- cites [152] 2019, Publication Modalities ‘Article in Press’ and ‘Open Access’ in Relation to Journal Average Citation, Scientometrics source
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- cites [153] Copiello, 2019, The Open Access Citation Premium May Depend on the Openness and Inclusiveness of the Indexing Database, but the Relationship Is Controversial Because It Is Ambiguous Where the Open Access Boundary Lies, Scientometrics source
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- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
Generally, peer-review practices, layout, indexing, and other main features of OA journals remain largely the same as for traditional subscription-based journals.
“Although generally peer-review practices, layout, indexing, and other main features of OAjournals remain largely the same as for traditional subscription-based journals [149,150]”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning§ 3.10.3. Errors in Publication Metadata · p. 20
Data errors that result in omitted citations may significantly affect the results of citation analyses.
“Consequently, data errors that result in omitted citations may significantly affect the results of citation analyses.”
Quote in the paperSubstantial claim - Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19
A more detailed examination of journals discontinued from Scopus for publication concerns confirmed that the major part may be regarded as predatory journals, with 77% of discontinued journals included in Beall's black list.
“The study, in fact, confirmed that the major part of discontinued titles may be regarded as predatory journals (77% of discontinued journals were included in Beall's black list) [145].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [145] Cortegiani, 2020, Inflated Citations and Metrics of Journals Discontinued from Scopus for Publication Concerns: The GhoS(t)Copus Project, F1000Research
Not checked in the free run.
- Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18
OA journals indexed in WoS and Scopus are usually estimated as having lower citation impact indicator values for the time being.
“Although OA journals indexed in the DBs are usually being estimated as having lower citation impact indicator values for the time being [128,152]”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
For publications later than 1998, the situation in WoS has drastically improved.
“for publications later than 1998, the situation in WoS has drastically improved.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
Incorrect assignment of part of the last name as a first name was relatively common in both databases, at 12.61% in WoS and 10.19% in Scopus.
“the incorrect assignment of part of the last name as a first name was relatively common in both DBs (12.61% in WoS and 10.19% in Scopus).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 24
Different bibliographic DBs sort their indexed content based on their own individual subject classification schemes.
“different bibliographic DBs sort their indexed content based on their own individual subject classification schemes”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- cites [173] Hu, 2018, Four Pitfalls in Normalizing Citation Indicators: An Investigation of ESI’s Selection of Highly Cited Papers, J. Informetr. source
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- cites [176] Leydesdorff, 2016, The Operationalization of “Fields” as WoS Subject Categories (WCs) in Evaluative Bibliometrics: The Cases of “Library and Information Science” and “Science & Technology Studies”, J. Assoc. Inf. Sci. Technol. source
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- cites [177] Shu, 2019, Comparing Journal and Paper Level Classifications of Science, J. Informetr. source
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- cites [178] Bornmann, 2018, Critical Rationalism and the Search for Standard (Field-Normalized) Indicators in Bibliometrics, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Frequencies of affiliation mistakes varied greatly among publication years, disciplines, document types, publication languages, and evaluated WoS indexes.
“The frequencies of affiliation mistakes varied greatly among publication years, disciplines, document types, publication languages, and evaluated WoS indexes.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Affiliation mistakes were significantly less frequent in original articles and reviews compared to other publication types.
“the mistakes were significantly less frequent in original articles and reviews as compared to the other publication types”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Authors employing DOI matching have usually reported a certain amount of missing or not functional DOIs in both WoS and Scopus.
“authors employing this method have usually reported a certain amount of missing or not functional DOIs in both DBs [53,57,59].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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- cites [57] 2018, Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query, Front. Res. Metrics Anal. source
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- cites [59] Hug, 2017, The Coverage of Microsoft Academic: Analyzing the Publication Output of a University, Scientometrics source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Affiliation mistakes were more frequent in older publications, before 1970.
“The mistakes were determined to be more frequent in older publications (before 1970).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 24
WoS offers two separate classification schemes: by categories and by research areas.
“Nowadays, WoS offers two separate classification schemes: by categories and by research areas.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
Higher rates of omitted FI information in WoS were directly related to the length of the acknowledgement text.
“The higher rates of omitted information were directly related to the length of the acknowledgement text.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [78] Morillo, 2017, Funding Acknowledgments in the Web of Science: Completeness and Accuracy of Collected Data, Scientometrics source
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- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
The number of such journals was higher in Scopus compared to WoS.
“the number of such journals was higher in Scopus as compared to WoS”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
The presence and accuracy of Scopus indexed address information was not investigated in the study because there is no reliable way to identify and analyze publications with missing address information in Scopus online.
“Unfortunately, the presence and accuracy of Scopus indexed address information was not investigated in the study, since there is no reliable way to identify and analyze publications with missing address information in Scopus online.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Rests on an assumption: There is no reliable way to identify and analyze publications with missing address information in Scopus online.
- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
In another study, the frequency of full or partial FI omission in WoS was approximately 12%.
“the frequency of full or partial FI omission in WoS was determined to be approximately 12%”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [78] Morillo, 2017, Funding Acknowledgments in the Web of Science: Completeness and Accuracy of Collected Data, Scientometrics source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
These FI errors in WoS were more frequent in less popular publication types such as letters, editorials, and conference papers.
“these errors were more frequent in less popular publication types, such as letters, editorials, and conference papers”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Grassano, 2017, Funding Data from Publication Acknowledgments: Coverage, Uses, and Limitations, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Journals for which omitted address information was more pronounced were determined to be low-impact ones.
“the journals for which the omitted address information was more pronounced, were determined to be low-impact ones.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premiseown data§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
When both situations of journal relations to categories were evaluated at the same time, in both DBs journals weakly related to assigned category but with strong relations to other category were identified.
“When both of the situations of journal relations to categories were evaluated at the same time, in both DBs the journals weakly related to assigned category, but with strong relations to the other category were identified.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
An earlier comparison of the databases showed that errors in address information at the time were more frequent in Scopus compared to WoS.
“an earlier comparison of the DBs showed that errors in address information at the time were more frequent in Scopus, as compared to WoS [87].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
In about 22% of funded publications, WoS included at least one additional funder.
“in about 22% of funded publications, at least one additional funder was included by WoS”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Grassano, 2017, Funding Data from Publication Acknowledgments: Coverage, Uses, and Limitations, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
For recent publications, the problem of affiliation mistakes remained more significant within Arts and Humanities.
“As for recent publications, the problem remained more significant within Arts and Humanities.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Premisereasoning§ 3.10.3. Errors in Publication Metadata · p. 21
Omission of the country name is of the highest importance because this part of the address is often exploited in extraction of data for bibliometric analyses or evaluations.
“the omission of country name is of the highest importance, as this part of address is often exploited in the extraction of data for bibliometric analyses or evaluations.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
In the case of female researchers, additional surname variants may appear due to a change in marital status.
“In the case of female researchers', additional surname variants may also appear due to the change in marital status [70,71].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [70] Aman, 2018, Does the Scopus Author ID Suffice to Track Scientific International Mobility? A Case Study Based on Leibniz Laureates, Scientometrics source
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- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
In WoS, funders acknowledged in a publication were listed incorrectly in approximately 32% of cases.
“the funders acknowledged in a publication were shown to be listed incorrectly in approximately 32% of the cases in WoS”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Grassano, 2017, Funding Data from Publication Acknowledgments: Coverage, Uses, and Limitations, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24
WoS missed at least one funder in about 11% of records.
“WoS was shown to have missed at least one funder in about 11% of the records”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Grassano, 2017, Funding Data from Publication Acknowledgments: Coverage, Uses, and Limitations, J. Assoc. Inf. Sci. Technol. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20
The frequency of omitted apostrophes in WoS was almost fifteen times higher than in Scopus.
“while the frequency of omitted apostrophes in WoS was almost fifteen times higher than in Scopus.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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- Premiseown data§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
In a large-scale comparison of WoS and Scopus subject classification schemes, WoS performed significantly better than Scopus, especially regarding cases of journals with weak relations to the categories they are assigned to.
“The analysis showed that WoS performs significantly better than Scopus, especially regarding the cases of journals with weak relations to the categories that they are assigned to.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21
Among publications coauthored with USA researchers, a significant amount only contained state information but missed the name of the country.
“The issue was investigated among publications that were (co)authored with USA researchers, where a significant amount of publications only contained state information, but missed the name of the country [73].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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- Interpretationreasoning§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
Journal lists representing certain categories provided by different DBs will most likely be different.
“journal lists representing certain categories provided by different DBs will most likely be different”
Quote in the paperSubstantial claim - Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
At least some of the Scopus categories include non-academic papers from magazines that are classified as articles.
“at least some of the Scopus categories include non-academic papers from magazines that are classified as articles”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [190] Thelwall, 2016, Are There Too Many Uncited Articles? Zero Inflated Variants of the Discretised Lognormal and Hooked Power Law Distributions, J. Informetr. source
Not checked in the free run.
- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
In both DBs, subject assignation errors mostly occur in cases of multidisciplinary sources, which cannot be properly classified at the journal level.
“in both DBs subject assignation errors mostly occur in the cases of multidisciplinary sources, which cannot be properly classified at the journal level”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
Not checked in the free run.
- cites [177] Shu, 2019, Comparing Journal and Paper Level Classifications of Science, J. Informetr. source
Not checked in the free run.
- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
Books in Scopus lack detailed classification, as they are often only assigned to broad categories, but not to particular subject fields.
“books in Scopus lack detailed classification, as they are often only assigned to broad categories, but they are not assigned to the particular subject fields”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [90] Kousha, 2018, Can Microsoft Academic Help to Assess the Citation Impact of Academic Books?, J. Informetr. source
Not checked in the free run.
- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
Journals might be assigned to a certain category in one DB, but be absent from the corresponding category in another DB.
“journals might be assigned to a certain category in one DB, but be absent from the corresponding category in another DB”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
Not checked in the free run.
- cites [85] Powell, 2017, Coverage and Quality: A Comparison of Web of Science and Scopus Databases for Reporting Faculty Nursing Publication Metrics, Nurs. Outlook source
Not checked in the free run.
- Interpretationcitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
Results of publication analysis involving various types of documents could be affected by inconsistencies in document types between the DBs.
“The results of publication analysis involving various types of documents could also be affected by the inconsistencies in document types between the DBs”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
Not checked in the free run.
- cites [95] Rafols, I., Molas-Gallart, J., and Woolley, R. (2016, January 1–7). Data Quality and Consistency in Scopus and Web of Science in Their Indexing of Czech Journals. Proceedings of the 21st International Conference on Science and Technology Indicators (STI 2016), València, Spain.
Not checked in the free run.
- Premisereasoning§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26
All descriptive WoS CC information cannot be obtained from a single source.
“all descriptive WoS CC information cannot be obtained from a single source”
Quote in the paperNot a substantial claim - Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
For such publications, WoS additionally provides a precedence code to be used when it is necessary to attribute only one document type.
“for such publications, WoS additionally provides a precedence code to be used when it is necessary to attribute only one document type”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
Not checked in the free run.
- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25
Less errors in subject classification were indicated in Scopus compared to WoS in a more recent study.
“less errors in subject classification were indicated in Scopus compared to WoS”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [49] Thelwall, 2019, Web of Science and Scopus Language Coverage, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26
Even when the dates of the last update are indicated to be very recent, the information provided is often clearly not the most recent one, especially regarding the numbers describing DBs coverage, which can confuse users in determining which information they can rely on.
“even when the dates of the last update are indicated to be very recent, the information provided is often clearly not the most recent one, especially regarding the numbers describing DBs coverage, which can confuse users in determining which information they can rely on”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
Chapters of authored books in WoS were mistakenly indexed as individual publications.
“chapters of authored books in WoS were (mistakenly) indexed as individual publications”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Harzing, 2016, Google Scholar, Scopus and the Web of Science: A Longitudinal and Cross-Disciplinary Comparison, Scientometrics source
Not checked in the free run.
- Premisereasoning§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26
The factual data do not always completely coincide, as separate information sources differ in their preparation and updating dates.
“The factual data do not always completely coincide, as separate information sources differ in their preparation and updating dates”
Quote in the paperNot a substantial claim - Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
The amounts of certain type publications in WoS may be overestimated, as WoS assigns conference papers published in regular journals as both articles and conference papers.
“the amounts of certain type publications in WoS may be overestimated, as WoS assigns conference papers published in regular journals as both articles and conference papers”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
Not checked in the free run.
- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27
Elsevier provides 'Scopus Content Coverage Guide' describing coverage aspects, journal inclusion, and metadata indexing policies.
“Elsevier provides 'Scopus Content Coverage Guide' [89] describing not only the coverage aspects of the DB, but also journal inclusion and metadata indexing policies”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [89] Elsevier (2020, August 13). Scopus Content Coverage Guide. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
Not checked in the free run.
- Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26
This is particularly apparent in the case of WoS, as information may be found at several owner's websites.
“This is particularly apparent in the case of WoS, as information may be found at several owner's websites”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [191] Matthews, T. (2020, November 25). Web of Science Group: Welcome to our Training Portal. Available online: https://clarivate.libguides.com/home/welcome.
Not checked in the free run.
- cites [192] Clarivate (2020, November 25). Web of Science Service for UK Education. Available online: Wok.mimas.ac.uk.
Not checked in the free run.
- cites [193] Clarivate (2020, November 25). Web of Science Platform—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/solutions/webofscience-platform/.
Not checked in the free run.
- cites [194] Clarivate (2020, November 25). Scientific and Academic Research-Web of Science Group. Available online: https://support.clarivate.com/ScientificandAcademicResearch/s/?language=en_US.
Not checked in the free run.
- Interpretationreasoning§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26
Journal misclassifications and/or assignment to multiple subject fields can cause incompatible journal ranking positions between the DBs, as the same journal may appear in the top in one subject category but in the bottom in the other.
“Journal misclassifications and/or assignment to multiple subject fields, especially in the cases of multidisciplinary sources, can, in turn, cause incompatible journal ranking positions between the DBs, as the same journal may appear in the top in one subject category, but in the bottom in the other.”
Quote in the paperSubstantial claim - Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27
Clarivate provides a similar, but broader and more detailed WoS CC descriptive document.
“Similar, but broader and much more detailed WoS CC descriptive document, is also provided by Clarivate”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
Not checked in the free run.
- Premisereasoning§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26
The same information is often presented in multiple resources.
“the same information is often presented in multiple resources”
Quote in the paperNot a substantial claim - Premisereasoning§ Content Coverage Evaluation by Source Lists · p. 28
The lists still contain very little additional information regarding the journals, as each list only provides journal title, ISSN/eISSN, publisher name and address, and WoS subject categories.
“the lists still contain very little additional information regarding the journals, as each list only provides the journal title, ISSN/eISSN, publisher name and address, and WoS subject categories”
Quote in the paperSubstantial claim - Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28
According to Clarivate Product Support, a small number of book series and conference proceedings, most of which were added to coverage in SCIE and/or SSCI many years ago, may also be included in JCR and have impact metrics calculated for them.
“According to information that were provided by Clarivate Product Support, Customer Service, a small number of book series and conference proceedings, most of which were added to coverage in SCIE and/or SSCI many years ago, may also be included in JCR and have impact metrics calculated for them”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites N. Begum, personal communication, 10 September 2020
Not checked in the free run.
- Premisenone given§ Content Coverage Evaluation by Source Lists · p. 29
WoS has included several regional indexes (SciELO, KCI, RSCI, and ACI) to broaden geographical and language coverage.
“Aiming to broaden geographical and language coverage, WoS has included several regional indexes (SciELO, KCI, RSCI, and ACI)”
Quote in the paperNot a substantial claim - Premisereasoning§ Data Export Limitations · p. 33
Large-scale bibliographic analyses are highly challenging due to the amount of required data, since large data sets usually cannot be directly analyzed at the databases' web interface due to limited online analysis capabilities.
“Large-scale bibliographic analyses are highly challenging due to the amount of the required data, since large data sets usually cannot be directly analyzed at the DBs' webinterface due to the limited online analysis capabilities.”
Quote in the paperSubstantial claim - Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28
According to official description of WoS CC, two specialized chemical indexes (CCR and IC) are also a part of WoS CC.
“according to the official description of WoS CC, two specialized chemical indexes (Current Chemical Reactions (CCR) and Index Chemicus (IC) are also a part of WoS CC”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [196] Ruccolo, M. (2020, November 25). Web of Science Core Collection: Web of Science: Summary of Coverage. Available online: https://clarivate.libguides.com/woscc/coverage.
Not checked in the free run.
- Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
DOI searches in Scopus were shown to retrieve inadequate numbers of records.
“However, DOI searches in Scopus were also shown to retrieve inadequate numbers of records.”
Quote in the paperNot a substantial claim - Premisenone given§ Content Coverage Evaluation by Source Lists · p. 28
MJL does not provide any explanatory information for the lists.
“MJL does not provide any explanatory information for the lists”
Quote in the paperNot a substantial claim - Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 31
Reference searches retrieve approximately three times more results than keyword searches.
“However, for both WoS and Scopus, cited-reference search was shown to be the most suitable when a maximal count of relevant results is required, since reference searches have retrieved approximately three-times more results when compared to keyword searches [83].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [83] Linder, 2015, Citation Searches Are More Sensitive than Keyword Searches to Identify Studies Using Specific Measurement Instruments, J. Clin. Epidemiol. source
Not checked in the free run.
- Interpretationcitation§ 3.12. Search and Online Analysis Capabilities · p. 32
WoS funding information may not be suitable for broader explorations of acknowledgements other than funding.
“Firstly, since WoS only records acknowledgments if they contain funding information [74,76], WoS FI may not be suitable for broader explorations of other kind acknowledgements.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [74] Tang, 2017, Funding Acknowledgment Analysis: Queries and Caveats, J. Assoc. Inf. Sci. Technol. source
Not checked in the free run.
- cites [76] Desrochers, 2016, Characterization, Description, and Considerations for the Use of Funding Acknowledgement Data in Web of Science, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
The problem of inadequate DOI search results in Scopus was mainly ascribed to illegal DOI names.
“However, in this case, the problem was mainly ascribed to illegal DOI names [169].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [169] Zhu, 2019, The Secrets behind Web of Science’s DOI Search, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
WoS only records acknowledgments if they contain funding information.
“Firstly, since WoS only records acknowledgments if they contain funding information [74,76], WoS FI may not be suitable for broader explorations of other kind acknowledgements.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [74] Tang, 2017, Funding Acknowledgment Analysis: Queries and Caveats, J. Assoc. Inf. Sci. Technol. source
Not checked in the free run.
- cites [76] Desrochers, 2016, Characterization, Description, and Considerations for the Use of Funding Acknowledgement Data in Web of Science, Scientometrics source
Not checked in the free run.
- Premisecitation§ Content Coverage Evaluation by Source Lists · p. 29
WoS provides extensive descriptive WoS CC document with their own performed analyses of content coverage by disciplines, languages, and countries, including overlap analyses between different indexes.
“WoS provides extensive descriptive WoS CC document with their own performed analyses of content coverage by disciplines, languages, and countries, including overlap analyses between different indexes”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
Not checked in the free run.
- Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
Recall rates between databases may highly differ due to different coverage of relevant content.
“In any case, it should be noted that the recall rates between DBs may highly differ due to the different coverage of relevant content [23,27,43,57].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
Not checked in the free run.
- cites [27] Badia, 2018, Identifying “Best Bets” for Searching in Chemical Engineering: Comparing Database Content and Performance for Information Retrieval, J. Doc. source
Not checked in the free run.
- cites [43] Bramer, 2017, Optimal Database Combinations for Literature Searches in Systematic Reviews: A Prospective Exploratory Study, Syst. Rev. source
Not checked in the free run.
- cites [57] 2018, Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query, Front. Res. Metrics Anal. source
Not checked in the free run.
- Premisenone given§ Content Coverage Evaluation by Source Lists · p. 28
There are no lists of conference proceedings available for downloading or even for browsing.
“there are no lists of conference proceedings available for downloading or even for browsing”
Quote in the paperNot a substantial claim - Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28
The lack of exhaustive source lists describing coverage of other sources besides journals was also noted in literature.
“The lack of exhaustive source lists describing the coverage of other sources besides journals was also noted in literature”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisereasoning§ Content Coverage Evaluation by Source Lists · p. 28
Because JCR only includes journals indexed in SCIE and SSCI, this list does not represent even a full list of journal titles indexed in WoS CC.
“because JCR only includes journals indexed in SCIE and SSCI, this list does not represent even a full list of journal titles indexed in WoS CC”
Quote in the paperNot a substantial claim - Interpretationreasoning§ Content Coverage Evaluation by Source Lists · p. 29
It is not always entirely clear if certain citation indexes are a part of WoS CC or are accessible only with an additional subscription.
“it is not always entirely clear if certain citation indexes are a part of WoS CC or are accessible only with an additional subscription”
Quote in the paperNot a substantial claim - Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
Scopus funding information suffers from the same and even greater deficiencies as WoS funding information.
“Meanwhile, Scopus FI was not investigated as extensively as in the case of WoS, but it was shown that Scopus funding information suffers from the same and even greater deficiencies [79].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [79] Liu, 2020, Accuracy of Funding Information in Scopus: A Comparative Case Study, Scientometrics source
Not checked in the free run.
- Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 31
Keyword searches are more efficient in WoS than in Scopus.
“Meanwhile, keyword searches were shown to be more efficient in WoS as compared to Scopus [168].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [168] Niel, 2015, Chemical Bibliographic Databases: The Influence of Term Indexing Policies on Topic Searches, New J. Chem. source
Not checked in the free run.
- Premisereasoning§ Content Coverage Evaluation by Source Lists · p. 28
An evaluation of coverage of other source types in WoS CC is even more complicated for non-bibliometricians, especially in cases of books and conference material, since JCR and MJL only include journal type sources (with minor exceptions).
“an evaluation of coverage of other source types in WoS CC is even more complicated for non-bibliometricians, especially in the cases of books and conference material, since JCR and MJL only include journal type sources (with a minor exceptions)”
Quote in the paperNot a substantial claim - Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 31
The precision of all searches can be increased by applying post-query refinements.
“The precision of all searches can be increased by applying post query refinements [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
Not checked in the free run.
- Premisenone given§ Content Coverage Evaluation by Source Lists · p. 28
There is no possibility to download a list of indexed books.
“there is no possibility to download a list of indexed books”
Quote in the paperNot a substantial claim - Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32
According to Clarivate, the process of unifying funding agencies' names is still ongoing.
“Also, according to Clarivate, the process of unifying funding agencies' names is still ongoing.”
Quote in the paperNot a substantial claim - Premisereasoning§ 3.12. Search and Online Analysis Capabilities · p. 32
Available search options in WoS CC are highly dependent on the underlying databases used.
“Additionally, available search options in WoS CC are highly dependent on the underlying databases used.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 31
For both WoS and Scopus, cited-reference search is the most suitable when a maximal count of relevant results is required.
“However, for both WoS and Scopus, cited-reference search was shown to be the most suitable when a maximal count of relevant results is required, since reference searches have retrieved approximately three-times more results when compared to keyword searches [83].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [83] Linder, 2015, Citation Searches Are More Sensitive than Keyword Searches to Identify Studies Using Specific Measurement Instruments, J. Clin. Epidemiol. source
Not checked in the free run.
- Premisenone given§ 3.12. Search and Online Analysis Capabilities · p. 32
All search results in WoS are retrieved only from editions and years available by the institution's subscription package.
“Thus, it should be kept in mind that all of the search results in WoS are only retrieved from editions and years available by the institution's subscription package.”
Quote in the paperNot a substantial claim - Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28
Clarivate offers separate Master Book List (MBL) website for searching book titles.
“Clarivate offers separate Master Book List (MBL) [208] website for searching book titles”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [208] Clarivate (2020, December 04). Master Book List—MBL. Available online: http://wokinfo.com/mbl/.
Not checked in the free run.
- Premisereasoning§ Content Coverage Evaluation by Source Lists · p. 29
The content overlapping with the main WoS CC indexes is unclear and difficult to determine, since the lists of source titles covered in regional indexes are not provided in the MJL.
“the content overlapping with the main WoS CC indexes is unclear and difficult to determine, since the lists of source titles that are covered in regional indexes are not provided in the MJL”
Quote in the paperNot a substantial claim - Premisenone given§ Content Coverage Evaluation by Source Lists · p. 29
The set of sources included in the analyses differs with no clear explanation.
“the set of sources included in the analyses differs with no clear explanation”
Quote in the paperNot a substantial claim - Interpretationreasoning§ Content Coverage Evaluation by Source Lists · p. 29
The composition of WoS CC and the extent of actually accessible content for users of a particular institution may differ significantly from the one described by the owner.
“the composition of WoS CC and the extent of actually accessible content for users of particular institution may differ significantly from the one described by the owner”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisenone given§ 3.12. Search and Online Analysis Capabilities · p. 32
Funding information in WoS may be incomplete with certain data fields absent.
“FI in WoS may be incomplete with certain data fields being absent, as was already discussed earlier.”
Quote in the paperSubstantial claim - Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34
JIF and Eigenfactor metrics (ES and AIS) are available at WoS.
“The most well-known Journal Impact Factor (JIF) and various other impact indicators, including Eigenfactor metrics (Eigenfactor Score (ES) and Article Influence Score (AIS)), are available at WoS DB [207].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [207] Clarivate (2020, November 25). InCites Indicators Handbook. Available online: https://incites.help.clarivate.com/Content/Resources/Docs/indicators-handbook-june-2018.pdf.
Not checked in the free run.
- Premisecitation§ Data Export Limitations · p. 33
Scopus export to reference management tools is limited to 500 document entries at a time.
“Yet, export to reference management tools is limited to 500 document entries at a time [217].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [217] Elsevier (2020, November 25). How Do I Export Documents from Scopus?—Scopus: Access and Use Support Center. Available online: https://service.elsevier.com/app/answers/detail/a_id/11234/kw/export/supporthub/scopus/related/1/.
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- Premisecitation§ Data Export Limitations · p. 33
Almost all software tools and libraries currently used for bibliometric analyses can import data extracted from WoS and Scopus.
“On the other hand, almost all software tools and libraries currently used for bibliometric analyses can import data extracted from WoS and Scopus [9].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Cobo, 2020, Software Tools for Conducting Bibliometric Analysis in Science: An up-to-Date Review, Prof. Inf.
Not checked in the free run.
- Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34
The short two-year citation time window of JIF is even more obvious when applying JIF in subject fields where citations mature slower or are delayed, as in Mathematics, Social Sciences and Humanities.
“This issue is even more obvious when applying JIF in subject fields where citations mature slower or are delayed, as in Mathematics, Social Sciences and Humanities [26,46,224,229].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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- cites [46] Mingers, 2015, A Review of Theory and Practice in Scientometrics, Eur. J. Oper. Res. source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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- cites [229] Peset, 2016, The Impact Factor as a Measuring Tool of the Prestige of the Journals in Research Assessment in Mathematics, Res. Eval. source
Not checked in the free run.
- Interpretationreasoning§ 4. Citation Impact Indicators Implemented in WoS and Scopus · p. 33
Only inclusion in WoS or Scopus is not a sufficient criterion anymore for evaluating the quality of a journal.
“Therefore, aiming to evaluate the quality of a journal, only its inclusion in WoS or Scopus DB is not a sufficient criterion anymore.”
Quote in the paperSubstantial claim - Interpretationreasoning§ 4.1. Basic Journal Impact Indicators · p. 34
The inconsistency of document types included in JIF calculation opens possibilities for manipulation.
“The inconsistency of document types that are included in JIF calculation opens the possibilities for manipulation.”
Quote in the paperNot a substantial claim - Premisecitation§ Data Export Limitations · p. 33
Elsevier has recently established the International Center for the Study of Research as a 'virtual laboratory' that provides free access to Scopus data for research purposes.
“Moreover, Elsevier has just recently established International Center for the Study of Research as a 'virtual laboratory' that provides free access to Scopus data for research purposes [12].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Baas, 2020, Scopus as a Curated, High-Quality Bibliometric Data Source for Academic Research in Quantitative Science Studies, Quant. Sci. Stud. source
Not checked in the free run.
- Interpretationreasoning§ 4.1. Basic Journal Impact Indicators · p. 34
JIF shows a certain level of discrimination against less popular publication types that, in certain disciplines, are as important as original research articles.
“In this way, JIF also shows a certain level of discrimination against less popular publication types that, in certain disciplines, are as important as original research articles [2,26,45,46,224,225,229].”
Quote in the paperNot a substantial claim0 of 7 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
Not checked in the free run.
- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
Not checked in the free run.
- cites [46] Mingers, 2015, A Review of Theory and Practice in Scientometrics, Eur. J. Oper. Res. source
Not checked in the free run.
- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
Not checked in the free run.
- cites [225] Ranjan, 2017, Bibliometric Indices of Scientific Journals: Time to Overcome the Obsession and Think beyond the Impact Factor, Med. J. Armed Forces India source
Not checked in the free run.
- cites [229] Peset, 2016, The Impact Factor as a Measuring Tool of the Prestige of the Journals in Research Assessment in Mathematics, Res. Eval. source
Not checked in the free run.
- Premisecitation§ Data Export Limitations · p. 33
WoS export of citation analysis results is limited to 500 rows at a time.
“However, the export of citation analysis results is limited to 500 rows at a time [28,105].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
Not checked in the free run.
- cites [105] Clarivate (2020, September 21). Web of Science Core Collection—Quick Reference Guide. Available online: https://clarivate.libguides.com/ld.php?content_id=35888196.
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- Interpretationcitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 39
The five-year window makes Eigenfactor metrics particularly suitable for Social Sciences and Humanities, where citations accrue more slowly.
“the five-year window applied in the calculation of all Eigenfactor metrics (ES and AIS) makes them particularly suitable for application in Social Sciences and Humanities, where citations accrue more slowly [45].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
A subsequent study with the same set of journals found no journals without indicated CS value.
“a subsequent study that was performed with the same set of journals did not found any journals without indicated CS value [255].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [255] Okagbue, 2020, Correlation between the CiteScore and Journal Impact Factor of Top—Ranked Library and Information Science Journals, Scientometrics source
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- Premisecitation§ 4.2.1. Normalized Indicators · p. 36
The source normalization approach was shown to be effective even at the level of pairs of journals from the same field.
“Moreover, the source normalization approach was shown to be effective, even at the level of pairs of journals from the same field [234].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [234] Moed, 2010, Measuring Contextual Citation Impact of Scientific Journals, J. Informetr. source
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- Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 39
All Eigenfactor metrics (ES and AIS) use a five-year window in their calculation.
“the five-year window applied in the calculation of all Eigenfactor metrics (ES and AIS)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- Interpretationcitation§ 4.1. Basic Journal Impact Indicators · p. 35
Due to the consistency between CS numerator and denominator, CS values are often lower than JIF values for the same journals.
“However, due to the consistency between CS numerator and denominator, the CS values would often be lower than the JIF values for the same journals [175].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [175] James, 2019, CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index, Learn. Publ. source
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- Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 39
SNIP accounts for the thematic affinity of journals.
“also accounts for the thematic affinity of the journals [242].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [242] 2012, A Further Step Forward in Measuring Journals’ Scientific Prestige: The SJR2 Indicator, J. Informetr. source
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- Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35
In the recently updated CS version, the included publication types are articles, reviews, conference papers, data papers, and book chapters.
“In the recently updated CS version, the following publication types are included: articles, reviews, conference papers, data papers, and book chapters [232].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [232] Elsevier (2020, December 05). How Are CiteScore Metrics Used in Scopus?. Available online: https://service.elsevier.com/app/answers/detail/a_id/14880/supporthub/scopus/.
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- Premisenone given§ 4.1. Basic Journal Impact Indicators · p. 35
In both JIF and CS calculations, citations to 'Early Access' and 'Article-in-press' publications are not included.
“It should be noted that, in both JIF and CS calculations, citations to 'Early Access' and 'Article-in-press' publications (respectively) are not included.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ 4.2.1. Normalized Indicators · p. 36
A definitive conclusion on which of the two normalization approaches performs better has not yet been reached.
“Thus, the definitive conclusion on which of the two approaches performs better has not yet been reached.”
Quote in the paperNot a substantial claim - Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40
After a journal is transferred from ESCI to JCR indexes, impact indicators are calculated only if the journal stays in the JCR index for three consecutive years.
“even after the journal is transferred from ESCI to JCR indexes, the impact indicators for a journal are calculated only if the journal manages to stay in the JCR index for three consecutive years [175].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [175] James, 2019, CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index, Learn. Publ. source
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- Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35
CS has fundamental differences from JIF, mainly aimed at correcting the main limitations of JIF.
“However, there are some fundamental differences, mainly aimed at correcting the main limitations of JIF [175,231].”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisenone given§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
Scopus does not separate newly emerged, regional, or newly accepted sources.
“Scopus does not separate newly emerged, regional, or newly accepted sources.”
Quote in the paperNot a substantial claim - Premisereasoning§ 4.2.1. Normalized Indicators · p. 35
The main drawback of field normalization is dependence on the subject field classification schemes of WoS or other databases.
“The main drawback of this approach is the dependence on the subject field classification schemes of WoS or other DBs.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40
WoS journal indicators cannot be applied for evaluation of journals newly included in WoS CC.
“Therefore, WoS journal indicators cannot be applied for evaluation of journals newly included in the WoS CC.”
Quote in the paperSubstantial claim - Premisenone given§ 4.2.1. Normalized Indicators · p. 35
Different publishing and citing cultures between disciplines and even subject fields make traditional journal impact indicators not appropriate for direct comparisons of journals and analysis results obtained from different disciplinary contexts.
“Different publishing and citing cultures between disciplines and even subject fields make traditional journal impact indicators not appropriate for direct comparisons of journals and analysis results that were obtained from different disciplinary context.”
Quote in the paperSubstantial claim - Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
Many sources listed in the Scopus Source page do not have CS values, indicated as 'N/A', without a clear explanation.
“many of the sources that are listed in Scopus Source page do not have CS values with the indication 'N/A', without a clear explanation of the underlying reasons for the absence of metric's value.”
Quote in the paperNot a substantial claim - Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
CS and other Scopus journal metrics are calculated for all actively indexed serial sources within all disciplines, including books series, conference proceedings, and trade publications, if at least one document in the preceding three (currently, four) years was published.
“CS, as well as other Scopus journal metrics, is calculated for all actively indexed serial sources within all disciplines, including books series, conference proceedings, and trade publications, if at least one document in the preceding three (currently, four) years was published [175,258].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [175] James, 2019, CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index, Learn. Publ. source
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- cites [258] Elsevier (2020, October 09). CiteScore Metrics: The Basics. Available online: https://www.elsevier.com/__data/assets/pdf_file/0007/652552/SC_FS_CiteScore-metrics-The-Basics.pdf.
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- Premisecitation§ 4.2.1. Normalized Indicators · p. 36
Performance evaluation of normalization approaches also depends on the study design.
“On the other hand, performance evaluation of normalization approaches also depends on the study design [185,233].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [185] Waltman, 2013, A Systematic Empirical Comparison of Different Approaches for Normalizing Citation Impact Indicators, J. Informetr. source
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- cites [233] Bornmann, 2015, Methods for the Generation of Normalized Citation Impact Scores in Bibliometrics: Which Method Best Reflects the Judgements of Experts?, J. Informetr. source
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- Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40
Only conferences published in journals or book series may be indexed in JCR and receive JIF values.
“Only conferences that were published in the journals or books series may be indexed in JCR and receive JIF values [86].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [86] Meho, 2019, Using Scopus’s CiteScore for Assessing the Quality of Computer Science Conferences, J. Informetr. source
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- Premisecitation§ 4.2.1. Normalized Indicators · p. 35
Journal impact indicators normalized by subject field have been developed to address these limitations.
“Journal impact indicators that are normalized by subject field have been developed to address these limitations [178,233].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [178] Bornmann, 2018, Critical Rationalism and the Search for Standard (Field-Normalized) Indicators in Bibliometrics, J. Informetr. source
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- cites [233] Bornmann, 2015, Methods for the Generation of Normalized Citation Impact Scores in Bibliometrics: Which Method Best Reflects the Judgements of Experts?, J. Informetr. source
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- Interpretationreasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40
The lack of JIF and other journal impact metrics for A&HCI and ESCI journals makes them inapplicable for Arts and Humanities evaluations.
“they do not have JIF or other journal impact metrics, which makes them inapplicable for Arts and Humanities evaluations [45,224].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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- Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35
Currently, CS counts both citing and cited papers published during the previous four years, compared to the two-year time frame applied in classic JIF.
“Currently, CS counts both citing and cited papers published during the previous four years as compared to two-year time frame applied in the classic JIF [232].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [232] Elsevier (2020, December 05). How Are CiteScore Metrics Used in Scopus?. Available online: https://service.elsevier.com/app/answers/detail/a_id/14880/supporthub/scopus/.
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Citations themselves are not equal because citations may have very different meanings determined by many reasons for citing.
“citations themselves are not equal, primarily because citations may have very different meaning, which is determined by the plethora of reasons for citing [266-268].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [266] Tahamtan, 2019, What Do Citation Counts Measure? An Updated Review of Studies on Citations in Scientific Documents Published between 2006 and 2018, Scientometrics source
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- cites [267] MacRoberts, 2018, The Mismeasure of Science: Citation Analysis, J. Assoc. Inf. Sci. Technol. source
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- cites [268] Wang, 2018, A Quantitative Exploration on Reasons for Citing Articles from the Perspective of Cited Authors, Scientometrics source
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- Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Journal impact indicators influence citing behavior because impact factors increase the visibility of papers based on an assumption that journals with higher impact indicators publish papers of higher scientific value.
“journal impact indicators influence citing behavior, firstly because impact factors increase the visibility of the paper based on an assumption that journals with higher impact indicators publish papers of a higher scientific value.”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [268] Wang, 2018, A Quantitative Exploration on Reasons for Citing Articles from the Perspective of Cited Authors, Scientometrics source
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- cites [273] Tahamtan, 2018, Core Elements in the Process of Citing Publications: Conceptual Overview of the Literature, J. Informetr. source
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- cites [274] Bornmann, 2017, Skewness of Citation Impact Data and Covariates of Citation Distributions: A Large-Scale Empirical Analysis Based on Web of Science Data, J. Informetr. source
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- cites [275] Uddin, 2016, The Impact of Author-Selected Keywords on Citation Counts, J. Informetr. source
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- The authors state this as an assumption: Journals with higher impact indicators publish papers of higher scientific value.
- Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
Unlike WoS journal indicators, all Scopus metrics and full information of indexed sources in their profiles are available free of charge, even without a DB subscription.
“unlike the journal indicators provided by WoS, all of the Scopus metrics and full information of indexed sources presented in their profiles are available free of charge, even without a DB subscription [51].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [51] Calvet, 2016, Elsevier’s Journal Metrics for the Identification of a Mainstream Journals Core: A Case Study on Mexico, Libres
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- Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Publication counts alone cannot provide an accurate evaluation of research, institution, or researcher.
“With the growing amount of publications, it has become evident that publication counts alone cannot provide an accurate evaluation of research, institution, or researcher.”
Quote in the paperNot a substantial claim - Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
More reliable results are obtained at higher aggregation levels, such as institutions or countries.
“generally, more reliable results are obtained at higher aggregation levels (e.g., institutions or a countries) [178].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [178] Bornmann, 2018, Critical Rationalism and the Search for Standard (Field-Normalized) Indicators in Bibliometrics, J. Informetr. source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
A problem in citation-based evaluations and analysis is mainly caused by skewed citation distributions.
“apart from differences in citation culture between disciplines, the other obvious problem in citation based evaluations and analysis is mainly caused by skewed citation distributions [178,274].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [178] Bornmann, 2018, Critical Rationalism and the Search for Standard (Field-Normalized) Indicators in Bibliometrics, J. Informetr. source
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- cites [274] Bornmann, 2017, Skewness of Citation Impact Data and Covariates of Citation Distributions: A Large-Scale Empirical Analysis Based on Web of Science Data, J. Informetr. source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Factors affecting citation counts can be divided into paper-related, journal-related, and author-related factors.
“There are numerous factors affecting citation counts [270,271], which can be divided into (1) factors that are related to the paper, (2) factors related to the journal, and (3) factors related to the author [266,272].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [266] Tahamtan, 2019, What Do Citation Counts Measure? An Updated Review of Studies on Citations in Scientific Documents Published between 2006 and 2018, Scientometrics source
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- cites [272] Tahamtan, 2016, Factors Affecting Number of Citations: A Comprehensive Review of the Literature, Scientometrics source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
Values of mean-based indicators can be highly distorted by the presence of a few highly cited publications.
“the values of mean-based indicators can be highly distorted by the presence of few highly cited publications [44,45,221,224,277-279].”
Quote in the paperNot a substantial claim0 of 7 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- cites [221] Mingers, 2017, Evaluating Journal Quality: A Review of Journal Citation Indicators and Ranking in Business and Management, Eur. J. Oper. Res. source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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- cites [277] Brito, 2019, Evaluating Research and Researchers by the Journal Impact Factor: Is It Better than Coin Flipping?, J. Informetr. source
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- cites [278] Lei, 2020, Should Highly Cited Items Be Excluded in Impact Factor Calculation? The Effect of Review Articles on Journal Impact, Scientometrics source
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- cites [279] Radicchi, 2017, Citation Success Index − An Intuitive Pair-Wise Journal Comparison Metric, J. Informetr. source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
The 80-20 rule describes that usually the top 20% of papers receive 80% of total citations, while remaining publications are cited very scarcely, if at all.
“This phenomenon can be well illustrated by the 80-20 rule describing that, usually, the top 20% of papers tend to receive 80% of total citations, while remaining publications are cited very scarcely, if cited at all [2,272].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [272] Tahamtan, 2016, Factors Affecting Number of Citations: A Comprehensive Review of the Literature, Scientometrics source
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- Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Publication counts are only meaningful when used together with quality measures.
“Therefore, publication counts are only meaningful when used together with their quality measures.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
The arithmetic-mean calculation principle is one of the main drawbacks of citation impact indicators, limiting their reliability, because individual papers in the same journal can differ greatly in impact.
“This principle of calculation can be recognized as one of the main drawbacks of citation impact indicators, limiting their reliability, since individual papers published in the same journal can differ greatly in their impact, which is determined by the number of citations that they received.”
Quote in the paperNot a substantial claim - Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Papers published in high quality journals are cited more frequently.
“In turn, papers that are published in high quality journals are cited more frequently.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [268] Wang, 2018, A Quantitative Exploration on Reasons for Citing Articles from the Perspective of Cited Authors, Scientometrics source
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- cites [273] Tahamtan, 2018, Core Elements in the Process of Citing Publications: Conceptual Overview of the Literature, J. Informetr. source
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- cites [274] Bornmann, 2017, Skewness of Citation Impact Data and Covariates of Citation Distributions: A Large-Scale Empirical Analysis Based on Web of Science Data, J. Informetr. source
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- cites [275] Uddin, 2016, The Impact of Author-Selected Keywords on Citation Counts, J. Informetr. source
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- Interpretationcitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41
Evaluations of larger entities such as research or academic institutions and countries can only compare those similar in size.
“The same applies in evaluations of larger entities, such as research or academic institutions and countries, since they can only be compared to those that are similar in size [2,26].”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Not all cited publications could be read at all by the authors.
“not all of the cited publications could be read at all by the authors [2].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42
Not all articles read are cited, although they may have had a significant impact on the study.
“not all articles read are cited, although they may have had a significant impact on the study [46].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Mingers, 2015, A Review of Theory and Practice in Scientometrics, Eur. J. Oper. Res. source
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- Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 44
Studies covering specific disciplines or particular subject fields could appear less impactful globally but may have great importance in national context.
“Studies covering specific disciplines or particular subject fields could appear to be less impactful on the global scale, but they may have great importance in the national context.”
Quote in the paperSubstantial claim - Interpretationnone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
Nowadays the use of bibliometric indicators has greatly distanced from their intended purposes.
“nowadays the use of bibliometric indicators has greatly distanced from their intended purposes.”
Quote in the paperNot a substantial claim - Interpretationcitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
It is a mistake to assume that articles with zero citations have no scientific value, because they first had to go through peer review to be published.
“it is a mistake to assume that articles with zero citation have no scientific value, because they first had to go through a peer-review process to be published [46].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Mingers, 2015, A Review of Theory and Practice in Scientometrics, Eur. J. Oper. Res. source
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- Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 44
Suitability of WoS and Scopus as data sources for evaluating national research is highly questionable.
“Thus, the suitability of WoS and Scopus as data sources for evaluating national research is highly questionable.”
Quote in the paperSubstantial claim - Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 44
Reliability of bibliographic analyses or evaluations based on publication and citation data depends not only on metrics used but also on choice of bibliographic data source.
“the reliability of any type of bibliographic analyses or evaluations based on publication and citation data depends not only on the metrics used, but also on the choice of bibliographic data source.”
Quote in the paperSubstantial claim - Interpretationcitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
These conclusions cannot be extrapolated as a general tendency because most comparisons had limitations and differed in design.
“However, these conclusions cannot be extrapolated as a general tendency because most of these comparisons had certain limitations and differed in their design [44,276].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [276] Abramo, 2019, Peer Review versus Bibliometrics: Which Method Better Predicts the Scholarly Impact of Publications?, Scientometrics source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
Metrics are favored over peer review because they are cheaper and faster to apply.
“The main reasons why metrics are favored over peer-review are: (1) they are cheaper and faster to apply than peer-review;”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
Correlations between metrics and expert judgements vary greatly across disciplines, application contexts, and between metrics used.
“it was also observed that the correlations between metrics and expert judgements vary greatly across disciplines, application contexts, and between metrics used [44,276,280,282].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [276] Abramo, 2019, Peer Review versus Bibliometrics: Which Method Better Predicts the Scholarly Impact of Publications?, Scientometrics source
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- cites [280] Haddawy, 2016, A Comprehensive Examination of the Relation of Three Citation-Based Journal Metrics to Expert Judgment of Journal Quality, J. Informetr. source
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- cites [282] Traag, 2019, Systematic Analysis of Agreement between Metrics and Peer Review in the UK REF, Palgrave Commun. source
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- Premisenone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
Bibliometric indicators are being applied as universal quality measures based on the underlying assumption that journal quality rank reflects the quality of publications of the researcher and overall research.
“Today, they are being applied as universal quality measures, based on the underlying assumption that journal quality rank reflects the quality of publications of the researcher and, accordingly, overall research.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Journal quality rank reflects the quality of publications of the researcher and overall research.
- Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 43
This narrow-viewed evaluation may lead to detrimental consequences because research evaluation practices inevitably affect the behavior of evaluated parties.
“This type of narrow-viewed evaluation may lead to detrimental consequences, since all of the research evaluation practices inevitably affect the behavior of evaluated parties.”
Quote in the paperNot a substantial claim- Rests on an assumption: All research evaluation practices inevitably affect the behavior of evaluated parties.
- Premisecitation§ 6. Discussion · p. 46
The accuracy of bibliometric DBs has improved significantly, since DBs more carefully index new content to avoid errors and actively correct already present mistakes.
“On the other hand, the accuracy of bibliometric DBs has improved significantly, since DBs more carefully index new content in order to avoid errors, as well as actively correct already present mistakes [66,67].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [66] Van Eck, N.J., and Waltman, L. (2017, January 16–20). Accuracy of Citation Data in Web of Science and Scopus. Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China.
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- cites [67] Franceschini, 2015, Errors in DOI Indexing by Bibliometric Databases, Scientometrics source
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- Interpretationreasoning§ 6. Discussion · p. 45
The same insufficiency applies to coverage of non-English publications and sources of regional importance.
“The same can be said regarding the coverage of non-English publications and sources of regional importance.”
Quote in the paperSubstantial claim - Premisereasoning§ 6. Discussion · p. 45
In certain cases, the time frame for accessible citation data in WoS may be shorter than in Scopus due to content access limitations from subscription terms.
“in certain cases, the time frame for accessible citation data in WoS may be even shorter than in Scopus due to the content access limitations resulting from the time frame restrictions indicated in the subscription terms.”
Quote in the paperSubstantial claim - Interpretationcitation§ 6. Discussion · p. 45
Variations in WoS content availability make it very difficult to reassure reproducibility of analyses performed using WoS data.
“these variations in WoS content availability makes it very difficult to reassure a reproducibility of any analyses performed using WoS data [15].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [15] Dallas, 2018, Variable Bibliographic Database Access Could Limit Reproducibility, Bioscience source
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- Premisenone given§ 6. Discussion · p. 45
Indexes accessible through WoS CC subscription may vary.
“Moreover, indexes that are accessible through WoS CC subscription may also vary.”
Quote in the paperSubstantial claim - Premisecitation§ 6. Discussion · p. 45
Ability to use DBs as data sources for large-scale bibliographic analyses may be hindered by data export and accessibility limitations.
“the ability to use DBs as a data sources for large-scale bibliographic analyses may also be hindered by certain data export and accessibility limitations [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- Interpretationreasoning§ 6. Discussion · p. 45
Variable access to WoS content may make an evaluation of WoS suitability for a particular task misleading when based on information provided by the DB owner.
“Variable access to WoS content may also make an evaluation of the suitability of WoS for a particular task misleading when based on information that is provided by the DB owner.”
Quote in the paperSubstantial claim - Premisereasoning§ 6. Discussion · p. 47
Relatively few studies describe the performance and usefulness of additional products and tools offered by WoS and Scopus owning companies.
“Consequently, relatively few studies describe the performance and usefulness of these tools (e.g., [173,301]).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [173] Hu, 2018, Four Pitfalls in Normalizing Citation Indicators: An Investigation of ESI’s Selection of Highly Cited Papers, J. Informetr. source
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- cites [301] Zhang, 2018, A Bibliometric Analysis of Highly Cited Papers in the Field of Economics and Business Based on the Essential Science Indicators Database, Scientometrics source
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- Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44
Some countries explicitly do not use WoS for assessments of national research due to its lack of comprehensive coverage width.
“some countries are explicitly not using WoS for assessments of national research, due to its lack of comprehensive coverage width [81].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [81] Chavarro, 2018, To What Extent Is Inclusion in TheWeb of Science an Indicator of Journal ‘Quality’?, Res. Eval. source
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- Premisereasoning§ 6. Discussion · p. 45
The same subscription restrictions also apply for publication data.
“The same restrictions also apply for publication data.”
Quote in the paperSubstantial claim - Premisecitation§ 6. Discussion · p. 46
Both WoS and Scopus are not immune to errors in publication metadata.
“Despite being globally acknowledged as the most comprehensive data sources, both WoS and Scopus are not immune to errors that occur in publication metadata.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
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- cites [66] Van Eck, N.J., and Waltman, L. (2017, January 16–20). Accuracy of Citation Data in Web of Science and Scopus. Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China.
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- cites [79] Liu, 2020, Accuracy of Funding Information in Scopus: A Comparative Case Study, Scientometrics source
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- cites [95] Rafols, I., Molas-Gallart, J., and Woolley, R. (2016, January 1–7). Data Quality and Consistency in Scopus and Web of Science in Their Indexing of Czech Journals. Proceedings of the 21st International Conference on Science and Technology Indicators (STI 2016), València, Spain.
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- Interpretationcitation§ 6. Discussion · p. 45
Incomplete coverage and insufficient precision and recall of WoS and Scopus institutional disambiguation systems mean both systems cannot currently be fully relied on in evaluations of institution's research performance.
“an incomplete coverage and insufficient precision and recall of WoS and Scopus institutional disambiguation systems imply that both of these systems cannot currently be fully relied on in evaluations of institution's research performance [72].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [72] Donner, 2020, Comparing Institutional-Level Bibliometric Research Performance Indicator Values Based on Different Affiliation Disambiguation Systems, Quant. Sci. Stud. source
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- Premisenone given§ 6. Discussion · p. 45
WoS does not provide impact metrics for sources in Arts & Humanities and national-oriented contexts.
“since WoS does not provide impact metrics for these sources.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ References · p. 48
Institution's choice of DB subscription is primarily determined by the metrics applied in national and institutional research evaluation policies.
“Accordingly, the institution's choice of the DB subscription is primarily determined by the metrics that were applied in national and institutional research evaluation policies.”
Quote in the paperSubstantial claim
- May combine two claims. 174
- Classified as probably not a substantial claim. 115
- The quote only partly states this claim. 1
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Premisereasoning§ 2. Literature Overview · p. 4Even recent studies published during the last five years were mostly focused on one or few particular aspects, mainly related to content coverage, while other features such as data quality or additional DBs functionalities and their practical use were usually only mentioned briefly.
“Accordingly, even the recent studies, which were published during the last five years, were mostly focused on one or few particular aspects, mainly related to content coverage. Meanwhile many other features of the DBs, such as data quality or additional DBs functionalities and their practical use, which may also influence the suitability of the DB for a particular task, were usually only mentioned”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 1. Introduction · p. 2Most DBs users do not have the necessary competence to make the most suitable choice and need a trusted source of DB's descriptive information.
“Yet, most of the DBs users do not have the necessary competence to make the most suitable choice and, therefore, need a trusted source of DB's descriptive information [4,25].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [4] Leydesdorff, 2016, Professional and Citizen Bibliometrics: Complementarities and Ambivalences in the Development and Use of Indicators—a State-of-the-Art Report, Scientometrics source
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- cites [25] Ellegaard, 2018, The Application of Bibliometric Analysis: Disciplinary and User Aspects, Scientometrics source
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Premisecitation§ 2. Literature Overview · p. 6The quality of data is very important, especially in performing bibliometric analyses.
“However, while it is not arguable that comprehensiveness of coverage is essential for any task, the quality of data is also very important, especially in performing bibliometric analyses [4,40].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [4] Leydesdorff, 2016, Professional and Citizen Bibliometrics: Complementarities and Ambivalences in the Development and Use of Indicators—a State-of-the-Art Report, Scientometrics source
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- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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Interpretationreasoning§ Main Bibliographic Databases · p. 4WoS and Scopus are still considered to be the most reliable sources of bibliographic data, both for most analyses and research evaluations, and for daily tasks.
“Therefore, the two main specialized DBs-WoS and Scopus-are still considered to be the most reliable sources of bibliographic data, both for the most analyses and research evaluations, and for daily tasks.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 1. Introduction · p. 2Information provided in early studies performed more than several years ago may have become obsolete and could be misleading.
“Moreover, because DBs are continuously expanding both their contents and capabilities, the information provided in the early studies, performed more than several years ago, may have become obsolete and, thus, could be misleading [26].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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Premisenone given§ 1. Introduction · p. 2The literature is overwhelmed with investigations and comparisons of the main bibliographic DBs, but most studies are relatively narrow in context or focused on a particular topic.
“Although the literature is overwhelmed with various investigations and comparisons of the main bibliographic DBs, most of these studies, even literature reviews, are relatively narrow in context or only focused on a particular topic.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 1. Introduction · p. 2The convenience and performance of the DB's web interface and provided additional functionalities may greatly influence the preference of the DB.
“In these cases, the convenience and performance of the DB's web interface and provided additional functionalities may also greatly influence the preference of the DB [14,23,24].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [14] Salehi, 2013, A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases, Asian Soc. Sci.
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- cites [23] Gusenbauer, 2019, Google Scholar to Overshadow Them All? Comparing the Sizes of 12 Academic Search Engines and Bibliographic Databases, Scientometrics source
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- cites [24] Okhovati, 2017, Novice and Experienced Users’ Search Performance and Satisfaction with Web of Science and Scopus, J. Librariansh. Inf. Sci. source
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Premisereasoning§ 2. Literature Overview · p. 5Because WoS and Scopus both include cited references for each publication they cover, better coverage should result in higher citation counts.
“Because WoS and Scopus both include cited references for each publication they cover, another approach frequently used to evaluate the extent of content coverage is to compare the counts of citations retrieved from the DBs based on the fact that DBs only collect citations from indexed documents. Thus, better coverage should result in higher citation counts.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
Premisecitation§ 2. Literature Overview · p. 4The most accurate evaluation of content coverage and quality of the DBs can only be achieved by performing a thorough large-scale analysis, which requires a huge effort, adequate competencies, and is extremely time-consuming.
“In all cases, the most accurate evaluation of content coverage and quality of the DBs can only be achieved by performing a thorough large scale analysis, which requires a huge effort, adequate competencies, and is extremely time-consuming [27].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Badia, 2018, Identifying “Best Bets” for Searching in Chemical Engineering: Comparing Database Content and Performance for Information Retrieval, J. Doc. source
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Premisereasoning§ 1. Introduction · p. 2All relevant information regarding the DBs is usually not available in one place, which leads to the possibility that many important features could be left unaccounted for when evaluating DB's suitability.
“Hence, all relevant information regarding the DBs is usually not available in one place, which leads to the possibility that many important features could be left unaccounted for when evaluating DB's suitability.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Main Bibliographic Databases · p. 4Many other data sources are free and relatively new, and their validity is still questionable.
“Many of them are also free and relatively new products, such as Microsoft Academic, CrossRef, ResearchGate, OpenCitations, etc. [32,39-41]. Hence, their validity is also still questionable.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [32] Thelwall, 2021, Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: A Multidisciplinary Comparison of Coverage via Citations, Scientometrics source
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- cites [39] Harzing, 2019, Two New Kids on the Block: How Do Crossref and Dimensions Compare with Google Scholar, Microsoft Academic, Scopus and the Web of Science?, Scientometrics source
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- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [41] Waltman, 2020, Special Issue on Bibliographic Data Sources, Quant. Sci. Stud. source
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Premisecitation§ 1. Introduction · p. 2Descriptions provided by DBs owners are spread across numerous resources, making it challenging to gather all relevant information and ensure its accuracy.
“However, this way of obtaining information rarely is less time consuming, as the descriptions that are provided by DBs owners are spread across numerous resources, which makes it challenging to gather all relevant information and ensure its accuracy [27].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] Badia, 2018, Identifying “Best Bets” for Searching in Chemical Engineering: Comparing Database Content and Performance for Information Retrieval, J. Doc. source
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Premisecitation§ 2. Literature Overview · p. 6WoS and Scopus have specific deficiencies including inconsistencies of journal coverage, inaccuracy of subject classification schemes, missing citation information or citation links, incorrect and missing DOI numbers, duplicate entries, and inconsistent publication dates.
“Meanwhile, other authors discussed more specific deficiencies of the DBs, such as inconsistencies of journal coverage [63], the accuracy of subject classification schemes [64], missing citation information or citation links [40,65,66], incorrect and missing DOI numbers [53,67-69], duplicate entries [30], and inconsistent publication dates [53].”
Quote in the paperNot a substantial claim0 of 5 sources checked- cites [63] Krauskopf, 2019, Missing Documents in Scopus: The Case of the Journal Enfermeria Nefrologica, Scientometrics source
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- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [65] Olensky, 2016, Evaluation of the Citation Matching Algorithms of CWTS and IFQ in Comparison to the Web of Science, J. Assoc. Inf. Sci. Technol. source
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- cites [66] Van Eck, N.J., and Waltman, L. (2017, January 16–20). Accuracy of Citation Data in Web of Science and Scopus. Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China.
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Premisecitation§ 1. Introduction · p. 1Scopus has earned an equal place as a comprehensive bibliographic data source and has proven itself reliable and, in some respects, even better than WoS.
“Over the years, Scopus has earned its equal place as a comprehensive bibliographic data source and it has proven itself to be reliable and, in some respects, even better than WoS [10,13].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [10] Zhu, 2020, A Tale of Two Databases: The Use of Web of Science and Scopus in Academic Papers, Scientometrics source
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- cites [13] Harzing, 2016, Google Scholar, Scopus and the Web of Science: A Longitudinal and Cross-Disciplinary Comparison, Scientometrics source
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Premisecitation§ Main Bibliographic Databases · p. 3WoS is a multidisciplinary and selective DB composed of a variety of specialized indexes, grouped according to the type of indexed content or by theme.
“WoSis a multidisciplinary and selective DB that is composed of a variety of specialized indexes, grouped according to the type of indexed content or by theme.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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Premisecitation§ Main Bibliographic Databases · p. 3The main part of WoS platform is Core Collection (WoS CC), which includes six main citation indexes: SCIE, SSCI, A&HCI, CPCI, BKCI, and ESCI.
“The main part of WoS platform is Core Collection (WoS CC), which includes six main citation indexes: Science Citation Index Expanded (SCIE); Social Sciences Citation Index (SSCI); Arts & Humanities Citation Index (A&HCI); Conference Proceedings Citation Index (CPCI); Books Citation Index (BKCI); and, established not long ago-Emerging Sources Citation Index (ESCI) [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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Premisecitation§ 1. Introduction · p. 1Both WoS and Scopus are commercial and subscription-based products, and their high price makes it rarely affordable for an institution to subscribe to both.
“However, as both WoS and Scopus are commercial and subscription based products, the worldwide recognition and use of these DBs has resulted in their high price, which makes it rarely affordable for an institution to subscribe to both of them [14].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] Salehi, 2013, A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases, Asian Soc. Sci.
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Premisecitation§ Main Bibliographic Databases · p. 3Scopus includes content from many specialized databases, such as Embase, Compendex, World Textile Index, Fluidex, Geobase, Biobase, and Medline, and their content is integrated and equally accessible.
“Thus, although Scopus also includes content from many specialized databases, such as Embase, Compendex, World Textile Index, Fluidex, Geobase, Biobase, and Medline [30], their content is integrated and equally accessible.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] 2015, A Systematic Analysis of Duplicate Records in Scopus, J. Informetr. source
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Premisecitation§ Main Bibliographic Databases · p. 3Scopus is a multidisciplinary and selective DB, launched by Elsevier in November 2004.
“Scopus is a similar multidisciplinary and selective DB, which was launched by Elsevier in November 2004 [12].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Baas, 2020, Scopus as a Curated, High-Quality Bibliometric Data Source for Academic Research in Quantitative Science Studies, Quant. Sci. Stud. source
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8Both WoS and Scopus continuously increase their coverage of all source types, showing stable overall content growth.
“It was demonstrated that both DBs continuously increase their coverage of all source types, showing stable overall content growth [13,53].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [13] Harzing, 2016, Google Scholar, Scopus and the Web of Science: A Longitudinal and Cross-Disciplinary Comparison, Scientometrics source
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- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8The content of BkCI is from a number of publishers exceeding the book publisher list in Scopus two times, but judging by numbers of indexed items, Scopus provides better coverage of academic books compared to BkCI.
“Meanwhile, another study has explored the distribution of publishers providing content to WoS and Scopus, and it has shown that the content of BkCI is from a number of publishers, exceeding the book publisher list in Scopus two times [82], but, judging by the numbers of indexed items, Scopus provides better coverage of academic books when compared to BkCI [90].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [82] Sivertsen, 2017, Scholarly Book Publishing: Its Information Sources for Evaluation in the Social Sciences and Humanities, Res. Eval. source
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- cites [90] Kousha, 2018, Can Microsoft Academic Help to Assess the Citation Impact of Academic Books?, J. Informetr. source
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 7In Computer sciences, research findings tend to be published in conference papers, while books and text-books are more important sources in social sciences and even more so in humanities.
“For example, it is well known that, in Computer sciences, the research findings tend to be published in conference papers [86,87], while books and text-books are more important sources in social sciences and even more so in humanities [26,46].”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [86] Meho, 2019, Using Scopus’s CiteScore for Assessing the Quality of Computer Science Conferences, J. Informetr. source
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- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
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- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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- cites [46] Mingers, 2015, A Review of Theory and Practice in Scientometrics, Eur. J. Oper. Res. source
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8The content coverage of Russian scientific literature is growing even exponentially, especially in Scopus, although higher growth rates in the coverage of conference material were determined in WoS compared to Scopus.
“Meanwhile, the content coverage of Russian scientific literature was determined to be growing even exponentially, especially in Scopus, although higher growth rates in the coverage of conference material were determined in WoS, when compared to Scopus [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
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Premisenone given§ 3.2. Coverage by Source and Document Types · p. 7WoS and Scopus are both concentrated on journal indexing.
“However, WoS and Scopus are both concentrated on journal indexing.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7The content indexed in WoS and Scopus is highly overlapping, with Scopus indexing a greater amount of unique sources not covered by WoS.
“Generally, the content indexed in WoS and Scopus was also shown to be highly overlapping, with Scopus indexing a greater amount of unique sources not covered by WoS [44].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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Premisecitation§ 3.3. Coverage of Regional and Non-English Literature · p. 9During 2006-2016, the share of papers in Russian-language journals in Scopus increased from 4.8% to 14.8%, while in WoS it declined from 6.5% to 3.0%.
“during 2006-2016 period the share of papers in Russian-language journals in Scopus increased from 4.8% to 14.8%, while, in WoS, this percentage declined from 6.5% to 3.0% during the same period [52].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [52] Moed, 2018, Trends in Russian Research Output Indexed in Scopus and Web of Science, Scientometrics source
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Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7Both WoS and Scopus offer the widest coverage of Natural, Medicine, Health Sciences, and Technology, while Social Sciences and Humanities (SSH) are underrepresented in both DBs.
“These results were confirmed by later comparisons that were performed at the publication level, showing that both DBs offer the widest coverage of Natural, Medicine, Health Sciences, and Technology, while Social Sciences and Humanities (SSH) are underrepresented in both DBs [40,49,53,56].”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [49] Thelwall, 2019, Web of Science and Scopus Language Coverage, Scientometrics source
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- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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- cites [56] Thelwall, 2018, Google Scholar, Web of Science, and Scopus: A Systematic Comparison of Citations in 252 Subject Categories, J. Informetr. source
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8In 2011, the Book Citation Index (BkCI) was added to WoS CC, and Scopus expanded book coverage via Book Expansion Project during 2013-2015, adding 210,000 titles from selected publishers.
“In 2011, the Book Citation Index (BkCI) was added to WoS CC [28]. Meanwhile, Scopus has also expanded the coverage of books by executing Book Expansion Project , which was fulfilled during 2013-2015 period, with 210,000 titles being added from selected publishers to Scopus in addition to the existing book series [89].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- cites [89] Elsevier (2020, August 13). Scopus Content Coverage Guide. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Interpretationreasoning§ 3.2. Coverage by Source and Document Types · p. 8Increased growth rates in both DBs were mostly observed within the last decade and were generally higher in Scopus compared to WoS, most likely as a result of content coverage expansion programs executed by Elsevier.
“Nevertheless, increased growth rates in both DBs were mostly observed within the period of the last decade, and they were were generally determined to be higher in Scopus, as compared to WoS, most likely as a result of aforementioned content coverage expansion programs executed by Elsevier.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7WoS and Scopus are both biased toward Natural Sciences, Engineering, and Biomedical Research, with Scopus offering wider coverage of all investigated broad fields, especially of Biomedical Research.
“For instance, a large-scale comparison performed at the journal level has shown that WoS and Scopus are both biased toward Natural Sciences, Engineering, and Biomedical Research, with Scopus offering wider coverage of all investigated broad fields, especially of Biomedical Research.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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Premisecitation§ 2. Literature Overview · p. 6The difference in accessible content imposed by WoS subscription terms that differ between institutions makes it very difficult to compare the results from different studies.
“The difference in accessible content imposed by WoS subscription terms that differ between institutions, which makes it very difficult to compare the results from different studies, is another important limitation of works investigating WoS DB.”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Premisecitation§ 3.3. Coverage of Regional and Non-English Literature · p. 9Scopus indexes more documents than WoS in Chinese, Danish, Japanese, Persian, Swedish, Russian, and French, while WoS indexes more documents in Spanish, Portuguese, Catalan, Croatian, Malay, Norwegian, and Turkish.
“Scopus was shown to be indexing over ten-times more documents in Chinese than WoS.”
- Also stated in: § 3.3. Coverage of Regional and Non-English Literature · p. 9 · plain
“When compared to Scopus, WoS indexes more documents in Spanish and Portuguese, also Catalan, Croatian, Malay, Norwegian, and Turkish [49].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [49] Thelwall, 2019, Web of Science and Scopus Language Coverage, Scientometrics source
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- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
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- Also stated in: § 3.3. Coverage of Regional and Non-English Literature · p. 9 · plain
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Premisenone given§ 3.3. Coverage of Regional and Non-English Literature · p. 8Both Scopus and WoS have been shown to be biased toward English-language sources and to have relatively poor coverage of regional literature.
“Over the years, both Scopus and WoS were repeatedly shown to be biased toward sources that were published in the English language and providing relatively poor coverage of regional literature.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 3.1. Overall Content Coverage, Overlap and Variations between Disciplines · p. 7The majority of studies concluded a better coverage of Humanities in Scopus, but opposite observations indicating slightly better coverage of this discipline in WoS have also been noted.
“Although the majority of the aforementioned studies concluded a better coverage of Humanities in Scopus, opposite observations indicating slightly better coverage of this discipline in WoS have also been noted [49,53].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [49] Thelwall, 2019, Web of Science and Scopus Language Coverage, Scientometrics source
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- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8In WoS, conference papers are indexed in a separate Conference Citation Index included in WoS CC in 2011; in Scopus, conferences are indexed together with the rest of content and coverage was expanded by Conference Expansion Program from 2011 to 2014.
“In WoS, conference papers are indexed in a separate Conference Citation Index, which was included in WoS CC in 2011 [28]. In Scopus conferences are indexed together with the rest of content, and not long ago the coverage of conferences in Scopus was expanded by Conference Expansion Program, which ran from 2011 to 2014 [89].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- cites [89] Elsevier (2020, August 13). Scopus Content Coverage Guide. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Premisecitation§ 3.2. Coverage by Source and Document Types · p. 8Scopus indexes trade publications but does not cover book reviews and meeting abstracts, whereas WoS indexes book reviews and meeting abstracts.
“Differently than WoS, Scopus indexes trade publications, but do not cover book reviews and meeting abstracts, which are indexed in WoS [28,40,89].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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- cites [89] Elsevier (2020, August 13). Scopus Content Coverage Guide. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17In both WoS and Scopus, the main criteria for source inclusion are the same: the source must be peer-reviewed, published in a timely manner, comply with editorial standards, and meet certain citation thresholds indicating impact.
“However, the main criteria in both DBs are the same: the source must be peer-reviewed, published in a timely manner, comply with editorial standards and certain citation thresholds indicating its impact.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [12] Baas, 2020, Scopus as a Curated, High-Quality Bibliometric Data Source for Academic Research in Quantitative Science Studies, Quant. Sci. Stud. source
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- cites [82] Sivertsen, 2017, Scholarly Book Publishing: Its Information Sources for Evaluation in the Social Sciences and Humanities, Res. Eval. source
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17Complying with editorial standards does not guarantee inclusion in WoS, while the quality of journal impact may have a greater influence.
“from the perspective of universalistic criteria, it was observed that complying with the editorial standards does not guarantee the inclusion in WoS, while the quality of journal impact may have a greater influence [81].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [81] Chavarro, 2018, To What Extent Is Inclusion in TheWeb of Science an Indicator of Journal ‘Quality’?, Res. Eval. source
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17Other authors have not determined any significant differences in the quality of journals indexed in both WoS and Scopus.
“Meanwhile, other authors have not determined any significant differences in the quality of journals that were indexed in both DBs [58,85].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [58] 2015, On the Stability of Citation-Based Journal Rankings, J. Informetr. source
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- cites [85] Powell, 2017, Coverage and Quality: A Comparison of Web of Science and Scopus Databases for Reporting Faculty Nursing Publication Metrics, Nurs. Outlook source
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Premisecitation§ 3.6. Coverage of Funding Information · p. 11In a sample of the same medical journals, Scopus retrieved the lowest share of funded articles (7.7%), while WoS retrieved 29.0%.
“Although Scopus indexed the highest number of articles in investigated journals, it retrieved the lowest share of FAs (only 7.7%), while, in WoS, the share of FAs was 29.0% [80].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [80] Kokol, 2018, Discrepancies among Scopus, Web of Science, and PubMed Coverage of Funding Information in Medical Journal Articles, J. Med. Libr. Assoc. source
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Interpretationreasoning§ 3.10.1. Content Indexing and Inclusion Policies · p. 17The lower citation impact of unique Scopus sources may be attributed to the wider Scopus coverage.
“but this may be attributed to the wider Scopus coverage.”
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Premisecitation§ 3.9. Institution Information · p. 16Both WoS OE and Scopus AFID provide adequate precision (0.95 and 0.96).
“both of the systems provide adequate levels of precision (0.95 for WoS OE and 0.96 for Scopus AFID)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [72] Donner, 2020, Comparing Institutional-Level Bibliometric Research Performance Indicator Values Based on Different Affiliation Disambiguation Systems, Quant. Sci. Stud. source
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Interpretationreasoning§ 3.10.1. Content Indexing and Inclusion Policies · p. 17Both WoS and Scopus could be biased against sources published by universities when considering their inclusion.
“This may suggest that both DBs could be biased against sources published by universities when considering their inclusion.”
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17Both WoS and Scopus require abstracts and titles to be written in English and state the importance of content's international relevance with references listed in Roman script.
“Additionally, the linguistic criterion exists, requiring abstracts and titles to be written in English language, and the importance of content's international relevance with references being listed in Roman script is clearly stated [12,82].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [12] Baas, 2020, Scopus as a Curated, High-Quality Bibliometric Data Source for Academic Research in Quantitative Science Studies, Quant. Sci. Stud. source
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- cites [82] Sivertsen, 2017, Scholarly Book Publishing: Its Information Sources for Evaluation in the Social Sciences and Humanities, Res. Eval. source
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18Sources already indexed are reevaluated annually, and after reevaluation they may be discontinued or suppressed if they fail criteria such as self-citation increase, publishing irregularities, or suspected unethical practices.
“Sources that are already indexed are being reevaluated annually. After reevaluation, sources may be discontinued (removed) or suppressed. These measures could be applied if the source fails to meet certain indexing criteria, e.g., when journal self-citation patterns drastically increase and exceed the established threshold, the irregularities in publishing are determined or unethical publishing”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [138] Clarivate (2020, November 25). Web of Science Journal Citation Reports: Suppression Policy. Available online: https://clarivate.com/webofsciencegroup/wp-content/uploads/sites/2/2020/06/jcr-suppression-policy-2020.pdf.
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- cites [143] Holland, K., Brimblecombe, P., Meester, W., and Steiginga, S. (2020, November 26). The Importance of High-Quality Content: Curation and Re- Evaluation in Scopus. Elsevier. Available online: https://www.elsevier.com/research-intelligence/resource-library/scopus-high-quality-content.
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Premisecitation§ 3.9. Institution Information · p. 15Only 20% of investigated institutions were located in WoS OE, while 85% were located in Scopus AFID.
“only 20% of investigated institutions (445) were located in WoS OE, which was mainly attributed to the aforementioned fact that WoS OE does not cover non-university research institutes. Meanwhile, in the Scopus AFID system, 85% of institutions were located [72].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [72] Donner, 2020, Comparing Institutional-Level Bibliometric Research Performance Indicator Values Based on Different Affiliation Disambiguation Systems, Quant. Sci. Stud. source
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 17Unique sources indexed by Scopus but not by WoS had lower citation impact values.
“It was observed that the unique sources that were indexed by Scopus, but not by WoS, had lower citation impact values [57]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] 2018, Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query, Front. Res. Metrics Anal. source
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Premisecitation§ 3.5. Coverage of Patents · p. 10In Scopus, patents are equally accessible with a subscription as the rest of Scopus content, whereas in WoS, DWPI is not part of WoS CC and patent information is not accessible through basic WoS CC subscription.
“Although the overall number of patents indexed in Scopus is smaller than in WoS, they are equally accessible with a subscription as the rest of the content of Scopus DB. That is not the case in WoS, as DWPI is not a part of WoS CC and, therefore, patent information is not accessible through the basic WoS CC subscription [40].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Visser, M., Jan Van Eck, N., and Waltman, L. (2020). Large-Scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. source
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Premisecitation§ 3.6. Coverage of Funding Information · p. 12WoS performs much better than Scopus in both coverage and accuracy of funding information.
“the most recent comparative studies between WoS and Scopus have shown that WoS performs much better than Scopus in both coverage and accuracy of FI [79,80].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [79] Liu, 2020, Accuracy of Funding Information in Scopus: A Comparative Case Study, Scientometrics source
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- cites [80] Kokol, 2018, Discrepancies among Scopus, Web of Science, and PubMed Coverage of Funding Information in Medical Journal Articles, J. Med. Libr. Assoc. source
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Premisecitation§ 3.10. Content Quality · p. 16OA publishing makes research more visible, transparent, and reproducible, and shortens time to publication, but its possible effects on research and journal quality have been questioned.
“although OA publishing is very beneficial as free access makes scientific researches more visible, transparent, and reproducible, and also shortens the time required for publication to be available online, the unintended, yet possible, OA effects on research and journal quality have become questioned [133].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [133] 2019, The Effect of Open Access on Research Quality, J. Informetr. source
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Interpretationreasoning§ 3.10.1. Content Indexing and Inclusion Policies · p. 18In Scopus, the exact percentage of evaluated journals indexed is not declared, but it is most certainly higher than in WoS and likely contributes to wider Scopus content coverage.
“while, in Scopus, the exact percentage is not declared, but is most certainly higher and likely contributes to a wider Scopus content coverage.”
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Premisecitation§ 3.4. Coverage of Citations · p. 9WoS covers citations up to 1900, while Scopus citation coverage was only extended to 1970.
“WoS may appear to be more suitable for large-scale citation analyses, as it covers citations up to 1900, while, in Scopus, citation coverage was only extended to 1970 [89].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [89] Elsevier (2020, August 13). Scopus Content Coverage Guide. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18In some cases, mostly in Scopus, removal of a journal from the database may result in entire removal of previously indexed papers from that journal, while in other cases, mostly in WoS, previously indexed papers are not necessarily removed.
“in some cases (mostly in Scopus), the removal of a journal from the DB may result in the entire removal of previously indexed papers from this journal, while, in other cases (mostly on WoS), previously indexed papers are not necessarily removed [62].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
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Interpretationcitation§ 3.10. Content Quality · p. 16Discrepancies in publication metadata, source information, or other inconsistencies in bibliographic databases complicate analysis and can negatively affect the accuracy and reliability of obtained results.
“all of the discrepancies in the publication metadata, source information, or other inconsistencies occurring in the DBs not only complicate analysis and other tasks, but can also negatively affect the accuracy and reliability of the obtained results [4,61,95].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [4] Leydesdorff, 2016, Professional and Citizen Bibliometrics: Complementarities and Ambivalences in the Development and Use of Indicators—a State-of-the-Art Report, Scientometrics source
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- cites [61] Franceschini, 2015, Influence of Omitted Citations on the Bibliometric Statistics of the Major Manufacturing Journals, Scientometrics source
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- cites [95] Rafols, I., Molas-Gallart, J., and Woolley, R. (2016, January 1–7). Data Quality and Consistency in Scopus and Web of Science in Their Indexing of Czech Journals. Proceedings of the 21st International Conference on Science and Technology Indicators (STI 2016), València, Spain.
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 18Wider inclusion of journals into Scopus is associated with a higher number of journals removed, but the overall proportion of short-lived journals included and excluded in a relatively short period appears higher in WoS.
“although the wider inclusion of journals into Scopus is also associated with the higher number of journals being removed, the overall proportion of 'short-lived' journals that have been included and excluded from coverage in a relatively short period appears to be higher in WoS [58].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] 2015, On the Stability of Citation-Based Journal Rankings, J. Informetr. source
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Premisecitation§ 3.10.1. Content Indexing and Inclusion Policies · p. 16A high quality of a journal is perceived as its inclusion in WoS and Scopus, because these databases allegedly only index the highest quality sources carefully selected according to strict selection procedures.
“Generally, a high quality of the journal is perceived as its inclusion in WoS and Scopus, because these DBs allegedly only index the highest quality sources carefully selected according to strict selection procedures [134].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [134] Dorsch, I., Askeridis, J.M., and Stock, W.G. (2018). Truebounded, Overbounded, or Underbounded? Scientists’ Personal Publication Lists versus Lists Generated through Bibliographic Information Services. Publications, 6. source
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Premisenone given§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19OA journals are only published in electronic format, shortening the time delay from submission to publishing.
“OAjournals are only published in electronic format shortening the time delay from submission to publishing.”
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Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19Predatory journals have evolved and manage to pass the selection process of major bibliographic and OA databases.
“these artificial journals have evolved and they even manage to pass the selection process of the major bibliographic, as well as OA, DBs [145,150,157,158,166]”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [145] Cortegiani, 2020, Inflated Citations and Metrics of Journals Discontinued from Scopus for Publication Concerns: The GhoS(t)Copus Project, F1000Research
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- cites [150] Shen, 2015, “Predatory” Open Access: A Longitudinal Study of Article Volumes and Market Characteristics, BMC Med. source
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- cites [157] Fernandez, 2019, Predatory Publishing or a Lack of Peer Review Transparency?—A Contemporary Analysis of Indexed Open and Non-Open Access Articles in Paediatric Urology, J. Pediatr. Urol. source
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- cites [158] Demir, 2018, Predatory Journals: Who Publishes in Them and Why?, J. Informetr. source
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- cites [166] Björk, B.C., Kanto-Karvonen, S., and Harviainen, J.T. (2020). How Frequently Are Articles in Predatory Open Access Journals Cited. Publications, 8. source
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Interpretationcitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19The validity of measuring the quality of OA journals by citations and impact indicators may seem questionable.
“Thus, the validity of measuring the quality of OA journals by citations and impact indicators may seem questionable [128].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [128] Wei, 2020, Research on Impact Evaluation of Open Access Journals, Scientometrics source
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Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 18Many studies have demonstrated that OA content attracts more citations, although others did not observe a significant OA advantage in citation impact.
“Indeed, many studies have demonstrated that OA content attracts more citations [129,133,153-155], although others did not observe significant OA advantage in citation impact [156,157].”
Quote in the paperNot a substantial claim0 of 7 sources checked- cites [129] Asai, 2020, The Effect of Collaboration with Large Publishers on the Internationality and Influence of Open Access Journals for Research Institutions, Scientometrics source
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- cites [133] 2019, The Effect of Open Access on Research Quality, J. Informetr. source
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- cites [153] Copiello, 2019, The Open Access Citation Premium May Depend on the Openness and Inclusiveness of the Indexing Database, but the Relationship Is Controversial Because It Is Ambiguous Where the Open Access Boundary Lies, Scientometrics source
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- cites [154] Piwowar, H., Priem, J., Larivière, V., Alperin, J.P., Matthias, L., Norlander, B., Farley, A., West, J., and Haustein, S. (2018). The State of OA: A Large-Scale Analysis of the Prevalence and Impact of Open Access Articles. PeerJ, 6. source
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- cites [155] Wang, 2015, The Open Access Advantage Considering Citation, Article Usage and Social Media Attention, Scientometrics source
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- cites [156] Holmberg, 2020, Do Articles in Open Access Journals Have More Frequent Altmetric Activity than Articles in Subscription - Based Journals? An Investigation of the Research Output of Finnish Universities, Scientometrics source
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- cites [157] Fernandez, 2019, Predatory Publishing or a Lack of Peer Review Transparency?—A Contemporary Analysis of Indexed Open and Non-Open Access Articles in Paediatric Urology, J. Pediatr. Urol. source
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Premisenone given§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19In January 2018, Elsevier discontinued indexing of 424 journals in Scopus, indicating 'publication concerns' and, less often, 'metrics' as the reason for discontinuation.
“in January 2018, Elsevier discontinued indexing of 424 journals in Scopus, indicating 'publication concerns' and, less often, 'metrics' as the reason for discontinuation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19In 2012, Jeffrey Beall composed and published a list of nearly 50 criteria for identifying predatory publishing, and continuously updates these criteria and an index of publishers and individual journals fulfilling such criteria.
“In 2012, Jeffrey Beall composed and published a list of nearly 50 criteria for identifying predatory publishing, and continuously updates these criteria and an index of publishers as well as individual journals fulfilling such criteria [162].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [162] Beall, J. (2020, November 25). Criteria for Determining Predatory Publishers. Available online: https://beallslist.net/wp-content/uploads/2019/12/criteria-2015.pdf.
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Interpretationcitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19The OA citation advantage may be more related to free access to content and less to the actual quality of published research.
“it can be argued that the OA citation advantage may be more related to the free access to content, and less to the actual quality of published research [153]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [153] Copiello, 2019, The Open Access Citation Premium May Depend on the Openness and Inclusiveness of the Indexing Database, but the Relationship Is Controversial Because It Is Ambiguous Where the Open Access Boundary Lies, Scientometrics source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20The main consequence of all errors in publication metadata is missing or incorrect links between citing and cited papers in the database, which leads to missing citations.
“since the main consequence of all errors in publication metadata is missing or incorrect links between citing and cited papers in the DB, which leads to missing citations [61,62,65,66].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [61] Franceschini, 2015, Influence of Omitted Citations on the Bibliometric Statistics of the Major Manufacturing Journals, Scientometrics source
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- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
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- cites [65] Olensky, 2016, Evaluation of the Citation Matching Algorithms of CWTS and IFQ in Comparison to the Web of Science, J. Assoc. Inf. Sci. Technol. source
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- cites [66] Van Eck, N.J., and Waltman, L. (2017, January 16–20). Accuracy of Citation Data in Web of Science and Scopus. Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China.
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Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19There is no common definition allowing clear distinguishing between predatory and credible OA publishing.
“However, there is no common definition allowing for clearly distinguishing between predatory and credible OA publishing [164].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [164] Tsigaris, 2019, Predatory and Exploitative Behaviour in Academic Publishing: An Assessment, J. Acad. Librariansh. source
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Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19Features that may signal a possible predatory nature of a journal include APC charges usually much lower than credible OA journals, requests to pay APC only after acceptance, absence or questionable location and composition of editorial boards, members lacking academic competencies, and failure to clearly declare manuscript submission, revision, acceptation, and licensing policies.
“For instance, the APC charges of predatory journals are usually much lower when compared with the APCs applied by credible OA journals. Additionally, often authors are requested to pay APC only after the acceptance of their manuscript. Other features include the absence or a questionable location and composition of journal editorial boards, as their members are often lacking academic competencies.”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [131] Tennant, 2016, The Academic, Economic and Societal Impacts of Open Access: An Evidence-Based Review, F1000Research source
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- cites [150] Shen, 2015, “Predatory” Open Access: A Longitudinal Study of Article Volumes and Market Characteristics, BMC Med. source
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- cites [157] Fernandez, 2019, Predatory Publishing or a Lack of Peer Review Transparency?—A Contemporary Analysis of Indexed Open and Non-Open Access Articles in Paediatric Urology, J. Pediatr. Urol. source
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- cites [158] Demir, 2018, Predatory Journals: Who Publishes in Them and Why?, J. Informetr. source
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Premisereasoning§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19Many publishers and journals exploit the OA model and its attractiveness to collect APCs but are highly questionable regarding peer-review practices and overall trustworthiness.
“Today, there are many publishers and journals that exploit OA model and its attractiveness for authors in order to collect APCs, but they are highly questionable regarding peer-review practices and overall trustworthiness.”
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Premisecitation§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19Although Beall's criteria are often considered controversial, predatory journals usually fulfilled several of the criteria outlined by Beall.
“Although these criteria are often considered to be controversial [164], it was shown that predatory journals usually fulfilled several of the criteria outlined by Beall [150,165].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [164] Tsigaris, 2019, Predatory and Exploitative Behaviour in Academic Publishing: An Assessment, J. Acad. Librariansh. source
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- cites [150] Shen, 2015, “Predatory” Open Access: A Longitudinal Study of Article Volumes and Market Characteristics, BMC Med. source
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- cites [165] Manca, 2017, The Surge of Predatory Open-Access in Neurosciences and Neurology, Neuroscience source
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Premisenone given§ 3.10.2. Open Access Content and 'Predatory' Journals · p. 19Predatory journals usually exploit names and other details, even webpages, of credible journals.
“Predatory journals usually exploit names and other details, even webpages of credible journals.”
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Premisenone given§ 3.10.3. Errors in Publication Metadata · p. 20Errors in databases may be divided into pre-existing errors, made by authors, publishers, or editors, and database errors, introduced by the database due to inaccuracies in data uploading such as transcription errors or omitted data.
“Errors that occur in the DBs may be divided into two main groups, depending on their origin: pre-existing errors, which are made by authors/publishers/editors in preparation and publication of the manuscripts; and, database errors, which are introduced by the DB due to inaccuracies occurring in data uploading processes, such as transcription errors or omitted data.”
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20In a recent large-scale analysis, author name mistakes were present in both databases, but in Scopus frequencies were lower for almost all error types except cases where part of the first name was mistakenly assigned to the last name, which appeared in fewer than 1% of Scopus entries and were not detected at all in WoS.
“A recent large scale analysis has shown that, although these mistakes are present in both DBs, but, in Scopus, frequencies are lower for almost all error types in author names, except for the cases where part of the first name is being mistakenly assigned to the last name, which appeared in fewer than 1% of Scopus entries, while, in WoS, were not detected at all.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24Various other mistakes in WoS FI were determined, such as inconsistent registering of co-funded grants or multiple grants being assigned to the same funder.
“various other mistakes in WoS FI were determined, such as inconsistent registering of co-funded grants or multiple grants being assigned to the same funder”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [78] Morillo, 2017, Funding Acknowledgments in the Web of Science: Completeness and Accuracy of Collected Data, Scientometrics source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20In both databases, in almost all last names containing diacritics, approximately 95%, diacritics were omitted, but none were incorrectly imported.
“in both DBs in almost all last names (approx. 95%), containing diacritics (only approx. 1% of investigated names contained this feature), diacritics were omitted, but none of the diacritics were incorrectly imported [71].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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Premiseown data§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25The situation of journals showing strong relations to categories they are not assigned to was less pronounced in both DBs, and the difference between WoS and Scopus was far less noticeable.
“the situation of journals showing strong relations to the categories that they are not assigned to was less pronounced in both DBs, and the difference between WoS and Scopus was far less noticeable”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25Classification schemes applied in both WoS and Scopus lack documentation adequately describing the methodology used to construct them, thus making their use for bibliometric analyses problematic.
“classification schemes applied in both WoS and Scopus lack documentation adequately describing the methodology used to construct them, thus making their use for bibliometric analyses problematic”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 24Scopus uses a two-level classification: four major disciplines (Life Sciences, Physical Sciences, Health Sciences, Social Sciences and Humanities), subdivided into 27 categories, further broken down into more than 300 subject fields based on ASJC.
“Scopus uses classification of two levels. All of the sources are divided into four major disciplines: Life Sciences, Physical Sciences, Health Sciences, and Social Sciences and Humanities. These disciplines are subdivided into 27 categories, which are further broken down into more than 300 subject fields, based on All Science Journal Classification (ASJC)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21For remaining publications with missing address information in WoS, the information was also not declared in the publications themselves, probably due to different editorial policies of journals.
“for the remaining publications with missing address information in WoS, the information was also not declared in the publications themselves, which was probably due to the different editorial policies of journals [73].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 20In both databases, incomplete and mistyped last names were quite rare, rarely exceeding 1%, with approximately two times more such mistakes in WoS than in Scopus.
“although, in both DBs, incomplete and mistyped last names were quite rare (rarely exceeding 1%), approximately two-times more of these mistakes were identified in WoS when compared to Scopus”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Demetrescu, 2018, Accuracy of Author Names in Bibliographic Data Sources: An Italian Case Study, Scientometrics source
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Premisereasoning§ 3.10.3. Errors in Publication Metadata · p. 20Spelling mistakes mostly occur in the publication title, author names, and institutional affiliations.
“Spelling mistakes mostly occur in the publication title, author names, and institutional affiliations.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisereasoning§ 3.10.3. Errors in Publication Metadata · p. 20Not all mistakes in author names are caused by databases; authors can introduce spelling mistakes or use different valid name variants in different publications.
“Not all of the mistakes in author names are being caused by the DBs, since the author himself/herself can introduce spelling mistakes or may decide to use different, yet valid, name variants in different publications.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21More than one-fifth of publications in WoS lacked address information, while full-text analyses revealed that about 40% of articles actually had at least partial address information, and part had full address information but it was not indexed by WoS.
“The study showed that more than one-fifth of the publications in WoS lacked address information, while full-text analyses have revealed that about 40% of the articles actually had at least a partial address information listed, and a part of investigated publications had full address information, but, for some reason, it was not indexed by WoS.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 24In WoS, a given funder was almost always included in the FO subfield, while specific grant information appeared in only about half of the entries.
“a given funder was almost always included in the FO subfield, while specific grant information appeared in only about half of the entries”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [78] Morillo, 2017, Funding Acknowledgments in the Web of Science: Completeness and Accuracy of Collected Data, Scientometrics source
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25The reliability of results obtained from different DBs may be affected not only by incompatible classification schemes, but also by questionable assignation of indexed sources to subject fields within the DBs.
“the reliability of the results that were obtained from different DBs may be affected not only by the incompatible classification schemes, but also by a questionable assignation of indexed sources to the subject fields within the DBs”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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Interpretationreasoning§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 24This becomes problematic when data from both sources are used or compared, since large-scale analyses usually involve aggregation of data from multiple disciplines and subject fields highly differing in publication and citation practices, which requires classifying the data under a common classification scheme.
“This becomes problematic when data from both sources are used or compared, since the large-scale analyses usually involve the aggregation of data from multiple disciplines and subject fields highly differing in publication and citation practices, which, in turn, requires classifying the data under a common classification scheme.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 3.10.3. Errors in Publication Metadata · p. 21Authors determined that address information may also be missing in Scopus, but the extent of the issue could not be assessed reliably.
“Although authors have determined that address information may also be missing in Scopus, the extent of the issue could not be assessed reliably [73].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Liu, 2018, Missing Author Address Information in Web of Science—An Explorative Study, J. Informetr. source
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Premisereasoning§ 3.10.3. Errors in Publication Metadata · p. 20First and last names might be misplaced due to the editorial style of the journal.
“Additionally, the first and last names might be misplaced due to the editorial style of the journal”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25Both WoS and Scopus classification schemes are generally regarded as being far from perfect, although their empirical comparisons are very sparse.
“both WoS and Scopus classification schemes are generally regarded as being far from perfect, although their empirical comparisons are very sparse”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
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Premisenone given§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26Clarivate and Elsevier both provide extensive information describing WoS and Scopus DBs, including content coverage, additional tools, features, and indexing policies.
“Clarivate and Elsevier both provide extensive information describing WoS and Scopus DBs, including not only content coverage, but also all additional tools, features, and indexing policies of DBs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26Clarivate also provides various fact sheets and reference guides that are available for downloading from LibGuides (and other) sites.
“Clarivate also provides various fact sheets and reference guides that are available for downloading from LibGuides (and other) sites”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [195] Clarivate (2020, November 26). Web of Science Core Collection: Quick Reference Cards (PDF). Available online: https://clarivate.libguides.com/woscc/guides.
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Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28An accurate evaluation of WoS CC content coverage is highly challenging, as WoS is composed of a variety of specialized indexes and the composition of WoS CC can be modulated by different subscription terms.
“An accurate evaluation of WoS CC content coverage is highly challenging, as WoS is composed of a variety of specialized indexes and the composition of WoS CC can be modulated by different subscription terms”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [15] Dallas, 2018, Variable Bibliographic Database Access Could Limit Reproducibility, Bioscience source
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- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25Journals in Scopus are usually assigned with a higher number of categories, and there are significantly more 'multidisciplinary' categories in Scopus classification compared to WoS.
“journals in Scopus are usually assigned with a higher number of categories, and there are significantly more 'multidisciplinary' categories in Scopus classification when compared to WoS”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25In both DBs, journals are often assigned to multidisciplinary categories or with more than one subject field, but these practices were much more frequent in Scopus than in WoS.
“In both DBs, journals are often being assigned to multidisciplinary categories or with more than one subject field, but these practices were much more frequent in Scopus than in WoS.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Both documents are available at LibGuides site.
“Both of the documents are available at LibGuides site”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [191] Matthews, T. (2020, November 25). Web of Science Group: Welcome to our Training Portal. Available online: https://clarivate.libguides.com/home/welcome.
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Interpretationreasoning§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 26Descriptive information is scattered across a multitude of information resources, which makes it very difficult and time-consuming to gather all relevant facts and characteristics necessary to create an overview of DBs and assess their suitability for a particular task.
“descriptive information is scattered across a multitude of information resources, which makes it very difficult and time-consuming to gather all of the relevant facts and characteristics that are necessary to create an overview of DBs and assess their suitability for a particular task”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26Some cases of such double assignment were also noticed in Scopus, but the occurrence of this error was estimated to be very low.
“Some cases of such double assignment were also noticed in Scopus, but the occurrence of this error was estimated to be very low”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
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Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27The most recent version of Scopus Content Coverage Guide available for downloading was last updated in January 2020.
“The most recent version currently available for downloading at Elsevier webpage [146] and at the Scopus web-interface was last updated in January 2020.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [146] Elsevier (2020, November 25). Content—How Scopus Works. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone given§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25The study only investigated journals with more than 100 citations, which might result in inaccurate evaluation of small subject categories covering less popular and more difficult to assign subject fields.
“the study only investigated journals with more than 100 citations, which might result in the inaccurate evaluation of small subject categories covering less popular and more difficult to assign subject fields”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationreasoning§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Since both WoS and Scopus are commercial DBs and major competitors, their vendors are mostly interested in promoting their product.
“since both WoS and Scopus are commercial DBs and major competitors, their vendors are mostly interested in promoting their product”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Elsevier provides fewer descriptive documents, but more detailed descriptions of newly implemented features, including visual examples, are also provided in Scopus Blog.
“Although Elsevier provides fewer descriptive documents, but more detailed descriptions of newly implemented features, including visual examples, are also provided in Scopus Blog”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [204] Elsevier (2020, November 25). Product Releases | Elsevier Scopus Blog. Available online: https://blog.scopus.com/product-releases.
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Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationcitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 25The higher numbers of inaccuracies determined in Scopus might be related to the higher numbers of Scopus journals included in the study due to wider Scopus coverage, but the differences in DBs' coverage were not accounted for.
“one can argue that the higher numbers of inaccuracies determined in Scopus might be related to the higher numbers of Scopus journals included in the study due to the wider Scopus coverage, but the differences in DBs' coverage were not accounted for”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Wang, 2016, Large-Scale Analysis of the Accuracy of the Journal Classification Systems of Web of Science and Scopus, J. Informetr. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Both DBs' owners also offer visual training materials and organize webinars, explaining the most effective use of their products.
“both DBs' owners also offer visual training materials and organize webinars, explaining the most effective use of their products”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [205] Elsevier (2020, November 25). Scopus tutorials—Scopus: Access and Use Support Center. Available online: https://service.elsevier.com/app/answers/detail/a_id/14799/kw/export/supporthub/scopus/related/1/.
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- cites [206] Clarivate (2020, November 25). Web of Science-Videos. Available online: https://videos.webofsciencegroup.com/.
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Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27The last version of the WoS CC descriptive document available was updated on July 2018.
“the last version available was updated on July 2018”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26Inconsistencies in document types may occur because DBs differ by the document types they index and by classification of documents, so some documents from the same source are present in one DB but not the other.
“These inconsistencies may occur due to the fact that DBs differ by the document types that they index and by the classification of the documents, therefore some documents from the same source are present in one DB, but not in the other”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [59] Hug, 2017, The Coverage of Microsoft Academic: Analyzing the Publication Output of a University, Scientometrics source
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- cites [95] Rafols, I., Molas-Gallart, J., and Woolley, R. (2016, January 1–7). Data Quality and Consistency in Scopus and Web of Science in Their Indexing of Czech Journals. Proceedings of the 21st International Conference on Science and Technology Indicators (STI 2016), València, Spain.
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Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27General information regarding Scopus is available at Elsevier website.
“General information regarding Scopus is available at Elsevier website”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [202] Elsevier (2020, November 25). About Scopus—Abstract and citation database. Available online: https://www.elsevier.com/solutions/scopus.
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Premisecitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26While generally high correlation between journal ranks between WoS and Scopus were observed, considerable variations in rank for individual journals were also noticed.
“while generally high correlation between journal ranks between WoS and Scopus were observed to be high, considerable variations in rank for individual journals were also noticed”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [48] Leydesdorff, 2016, Aggregated Journal–Journal Citation Relations in Scopus and Web of Science Matched and Compared in Terms of Networks, Maps, and Interactive Overlays, J. Assoc. Inf. Sci. Technol. source
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- cites [58] 2015, On the Stability of Citation-Based Journal Rankings, J. Informetr. source
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- cites [181] Campanario, 2018, Are Leaders Really Leading? Journals That Are First in Web of Science Subject Categories in the Context of Their Groups, Scientometrics source
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Interpretationcitation§ 3.10.4. Inconsistencies in Subject Classification Schemes and Document Types · p. 26In analyses by document types, these publications would be counted twice, while citation counts per publication might decrease.
“in analyses by document types these publications would be counted twice, while citation counts per publication might decrease”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Information about Scopus is more concentrated and practically all features are clearly explained at the Scopus Access and Use Support Center.
“the information about Scopus is more concentrated and practically all of the features are clearly explained at the Scopus Access and Use Support Center”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [203] Elsevier (2020, November 25). Scopus: Access and use Support Center-Home. Available online: https://service.elsevier.com/app/home/supporthub/scopus/.
Not checked in the free run.
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Premisecitation§ 3.11. Comprehensiveness of Information Provided by the DBs' Owners · p. 27Similar extensive information describing indicators implemented in WoS and additional features is provided in the 'Indicators Handbook'.
“Similar extensive information describing the indicators implemented in WoS and additional features is also provided in the 'Indicators Handbook'”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [207] Clarivate (2020, November 25). InCites Indicators Handbook. Available online: https://incites.help.clarivate.com/Content/Resources/Docs/indicators-handbook-june-2018.pdf.
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Premisenone given§ Content Coverage Evaluation by Source Lists · p. 29These regional indexes may be accessible with the basic WoS CC subscription, but the terms of their accessibility are not explained.
“which may be accessible with the basic WoS CC subscription, but the terms of their accessibility are not explained”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisereasoning§ Content Coverage Evaluation by Source Lists · p. 28This information is not mentioned in any provided JCR description.
“this information is not mentioned in any provided JCR description”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ Content Coverage Evaluation by Source Lists · p. 28There are no explanations provided regarding such cases.
“there are no explanations provided regarding such cases”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ Content Coverage Evaluation by Source Lists · p. 28Clarivate annually provides a full list of journals included in JCR where full and abbreviated journal titles, country/region, and inclusion to SSCI or SCIE indexes are indicated.
“Clarivate annually provides a full list of journals included in JCR where full and abbreviated journal titles, country/region, and inclusion to SSCI or SCIE indexes are indicated”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28The downloadable lists at MJL website have only recently been improved from unnumbered journal tables in PDF format to CSV format.
“The downloadable lists that were provided at the MJL website have only recently been improved from unnumbered journal tables in PFD format [47], which were very inconvenient to analyze and compare and, currently, all of the lists are provided in CSV format.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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Premisecitation§ Content Coverage Evaluation by Source Lists · p. 29Although ESCI is a part of WoS CC, ESCI BackFile covering literature back to 2005 is not included in basic subscription and has to be purchased separately.
“although ESCI is a part of WoS CC, ESCI BackFile covering literature back to 2005 [211] is not included into basic subscription and it has to be purchased separately”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [211] Clarivate (2020, November 25). Emerging Sources Citation Index Backfile (2005–2014). Available online: https://clarivate.com/wp-content/uploads/2018/05/M255-Crv_SAR_ESCI-Individual-infographic-002.pdf.
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- cites [55] 2018, Coverage of Highly-Cited Documents in Google Scholar, Web of Science, and Scopus: A Multidisciplinary Comparison, Scientometrics
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Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28According to Clarivate, books are integrated within other indexes.
“according to Clarivate, books are integrated within other indexes”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [196] Ruccolo, M. (2020, November 25). Web of Science Core Collection: Web of Science: Summary of Coverage. Available online: https://clarivate.libguides.com/woscc/coverage.
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Premisecitation§ Content Coverage Evaluation by Source Lists · p. 29In Scopus DB, full lists of source titles (including both currently active and discontinued titles) are provided and can be downloaded in Excel format at Scopus Source page and at Elsevier website.
“in Scopus DB, the full lists of source titles (including both currently active and discontinued titles) are provided and they can be downloaded in an Excel file format at Scopus Source page (requires user login) [115], and at Elsevier website (registration is not required) [146]”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [115] Scopus (2020, November 26). Scopus preview—Sources. Available online: https://www.scopus.com/sources.uri?zone=TopNavBar&origin=SearchAffiliationLookup.
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- cites [146] Elsevier (2020, November 25). Content—How Scopus Works. Available online: https://www.elsevier.com/solutions/scopus/how-scopus-works/content.
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Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 33In WoS, only publication titles and journal names are linked to publication and journal details pages, and for source titles this applies only to journals included in JCR.
“Meanwhile, in WoS, only publication titles and journal names are linked to the publication's and journal's details pages, respectively. Yet, in the case of source titles, this only applies for journals that are included in JCR [114].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [114] Clarivate (2020, November 25). Journal Citation Reports—Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=48842741.
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Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32When investigating acknowledgements to libraries in WoS indexed papers, WoS FT search retrieved 56% of articles actually having that information, and only if funding was mentioned.
“For instance, when investigating acknowledgements to libraries in WoS indexed papers, WoS FT search only retrieved 56% of articles actually having that information, and only if funding was mentioned [104].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [104] Hubbard, 2020, Acknowledgment of Libraries in the Journal Literature: An Exploratory Study, J. Data Inf. Sci.
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Premisecitation§ Content Coverage Evaluation by Source Lists · p. 29A brief description of indexes, including coverage extent and time frame, content providers, and main subject fields covered, can be accessed from WoS website, additional sites, and via WoS 'Help' directory.
“A brief description of indexes, including coverage extent and time frame, content providers, and the main subject fields covered (for most of the indexes), can be accessed from WoS website [193], and also at additional sites [209,210], as well as via the WoS 'Help' directory.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [193] Clarivate (2020, November 25). Web of Science Platform—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/solutions/webofscience-platform/.
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- cites [209] Matthews, T. (2020, December 04). Regional Citation Indexes. Available online: https://clarivate.libguides.com/webofscienceplatform/rci.
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- cites [210] Matthews, T. (2020, November 25). Web of Science: Direct Links: Home. Available online: https://clarivate.libguides.com/c.php?g=648493&p=4547878.
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Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32In Scopus there are no such limitations as all content of the database is subscribed as a whole product by a single type subscription.
“Meanwhile, in Scopus there are no such limitations as all content of the DB is subscribed as a whole product by a single type subscription [53].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [53] Huang, 2020, Comparison of Bibliographic Data Sources: Implications for the Robustness of University Rankings, Quant. Sci. Stud.
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Premisecitation§ 3.12. Search and Online Analysis Capabilities · p. 32WoS Cited Reference search does not depend on subscription type, because 'Citing Articles' counts reflect citations from all years and all editions of WoS CC, even unsubscribed ones.
“The only exception is the case of Cited Reference search, which does not depend on the subscription type, since 'Citing Articles' counts reflects citations from all years and all editions of the WoS CC-even of those that are not subscribed [105].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [105] Clarivate (2020, September 21). Web of Science Core Collection—Quick Reference Guide. Available online: https://clarivate.libguides.com/ld.php?content_id=35888196.
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Interpretationreasoning§ Content Coverage Evaluation by Source Lists · p. 28The book search in the MBL may not be limited only to WoS CC indexes, and it is not clear whether content access restrictions defined by subscription terms are relevant to the search.
“the book search in the MBL may not be limited only to WoS CC indexes, and it is not clear whether content access restrictions that are defined by subscription terms are relevant to the search”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Content Coverage Evaluation by Source Lists · p. 28The additional information, including citation metrics, peer review details, open access information, and more, can be found at journals' profile pages, but it can only be viewed and collected by searching journals manually.
“The additional information, including citation metrics, peer review details, open access information, and more, can be found at journals' profile pages, but it can only be viewed and collected by searching journals manually”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Badia, 2018, Identifying “Best Bets” for Searching in Chemical Engineering: Comparing Database Content and Performance for Information Retrieval, J. Doc. source
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Premisecitation§ 4. Citation Impact Indicators Implemented in WoS and Scopus · p. 33The amount of journals indexed in the main bibliographic databases has significantly increased and is still growing.
“The amount of journals indexed in the main bibliographic DBs has significantly increased and is still growing [220].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [220] Gu, 2016, Recent Trends in Academic Journal Growth, Scientometrics source
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Premisecitation§ Data Export Limitations · p. 33Both WoS and Scopus are commercial, their content is protected by restricting access to raw data, and access to their APIs usually requires additional payment.
“However, since both WoS and Scopus are commercial, their content is protected by restricting access to raw data [42], and access to their APIs usually requires additional payment [32].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
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- cites [32] Thelwall, 2021, Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: A Multidisciplinary Comparison of Coverage via Citations, Scientometrics source
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Premisecitation§ 4. Citation Impact Indicators Implemented in WoS and Scopus · p. 33Over twenty different bibliometric indicators are currently available, and new versions or alternative metrics are still being actively developed.
“Consequently, over twenty different bibliometric indicators are currently available, and new versions or alternative metrics are still being actively developed [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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Premisecitation§ Data Export Limitations · p. 33Another possibility for analyzing larger data sets is to use additional online tools, such as InCites for WoS data and SciVal for Scopus data.
“Another possibility for analyzing larger data sets is to use additional online tools, such as InCites (for WoS data) and SciVal (for Scopus data) [26,219].”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34JIF was developed by Eugene Garfield more than half a century ago and was originally intended to define the quality of journals to provide high quality indexed content, and for publication or subscription purposes.
“JIF was developed by Eugene Garfield more than half a century ago [223] and it was originally intended to define the quality of journals to provide high quality indexed content, and for publication or subscription purposes.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [223] Garfield, 1955, Citation Indexes for Science: A New Dimension in Documentatio through Association of Ideas, Science source
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Premisereasoning§ 4.1. Basic Journal Impact Indicators · p. 34JIF values can be deliberately distorted by publishing more reviews, which are more highly cited than regular articles, or by publishing case reports, letters to editors, and book reviews, which are cited but not included in the total paper count in the JIF denominator.
“JIF values can be deliberately distorted by publishing more reviews, which are more highly cited than regular articles, or by publishing case reports, letters to editors, and book reviews, which are being cited, but not included in the total paper count in the JIF denominator.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisereasoning§ 4.1. Basic Journal Impact Indicators · p. 34Probably the most debated feature of JIF is the inconsistency of document types included in its numerator and denominator.
“Yet, probably the most debated feature of JIF is the inconsistency of document types included in its numerator and denominator.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Data Export Limitations · p. 33Raw data from both databases can be further analyzed by various bibliometric software tools, but this approach, as well as using APIs for data retrieval, requires some kind of programming skills.
“Raw data from both DBs can be further analyzed by various bibliometric software tools. However, this approach, as well as using APIs for data retrieval, requires some kind of programming skills [9,42].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [9] Cobo, 2020, Software Tools for Conducting Bibliometric Analysis in Science: An up-to-Date Review, Prof. Inf.
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- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
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Premisenone given§ Data Export Limitations · p. 33WoS allows creating data sets of up to 50,000 data rows in one session, and for citation analyses up to 10,000.
“For example, WoS allows for creating data sets of up to 50,000 data rows in one session (for citation analyses-up to 10,000).”
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34Today, JIF is often misused due to a misinterpretation of its meaning, as it has become a standard tool in virtually all evaluation practices at all levels, usually without proper considerations of the rationale for its use.
“However, today, JIF is often misused due to a misinterpretation of its meaning, as it has become a standard tool in virtually all evaluation practices at all levels, usually without proper considerations of the rationale for its use [2,44,222,224-227].”
Quote in the paperNot a substantial claim0 of 7 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [222] Setti, 2013, Bibliometric Indicators: Why Do We Need More than One?, IEEE Access source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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- cites [225] Ranjan, 2017, Bibliometric Indices of Scientific Journals: Time to Overcome the Obsession and Think beyond the Impact Factor, Med. J. Armed Forces India source
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- cites [226] Callaway, 2016, Publishing Elite Turns against Impact Factor, Nature source
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- cites [227] Moustafa, 2014, The Disaster of the Impact Factor, Sci. Eng. Ethics source
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Premisecitation§ 4. Citation Impact Indicators Implemented in WoS and Scopus · p. 34Only a minority of stakeholders employing bibliometric indicators are adequately familiar with their meaning and appropriate use.
“Yet, only a minority of stakeholders employing bibliometric indicators are adequately familiar with their meaning and appropriate use [2,4,5,7].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [4] Leydesdorff, 2016, Professional and Citizen Bibliometrics: Complementarities and Ambivalences in the Development and Use of Indicators—a State-of-the-Art Report, Scientometrics source
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- cites [5] Moed, 2015, Multidimensional Assessment of Scholarly Research Impact, J. Assoc. Inf. Sci. Technol. source
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- cites [7] Wouters, 2016, Evaluation Practices and Effects of Indicator Use—A Literature Review, Res. Eval. source
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Premisereasoning§ 4.1. Basic Journal Impact Indicators · p. 34JCR also provides five-year JIF, which is basically the same JIF with the time window for cited documents extended to five years.
“Thus, JCR also provides five-year JIF, which is basically the same JIF with the time window for cited documents extended to five years.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ 4. Citation Impact Indicators Implemented in WoS and Scopus · p. 34Citation metrics are calculated only using data from the particular database, so they depend on the database's coverage width and depth.
“Especially, due to the fact that citation metrics are calculated only using data from the particular DB, they are dependent on DBs coverage width and depth.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone given§ Data Export Limitations · p. 33Both InCites and SciVal are not part of the databases and are only accessible with separate and costly subscription.
“However, both of these tools are not a part of the DBs and they are only accessible with separate (and costly) subscription.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34In the JIF numerator, citations are counted to all document types, and only specific types of documents, so-called 'citable items' (articles, reviews, and proceedings papers), are included in the denominator.
“In the numerator, citations are counted to all document types, and only specific types of documents, so-called 'citable items', namely articles, reviews, and proceedings papers are included in the denominator, which represents the total amount of cited papers [45,224].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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Premisenone given§ Data Export Limitations · p. 33WoS analysis data can be extracted as displayed or all data rows up to 200,000 rows, downloadable as a tab-delimited text file.
“Analysis data can be extracted as displayed or all data rows (up to 200,000 rows), which can be downloaded as a tab-delimited text file.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Data Export Limitations · p. 33WoS offers several different API types, but access to them has to be acquired separately with additional conditions for use.
“Meanwhile, WoS offers several different API types, but access to them has to be acquired separately with additional conditions for use [28,218].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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- cites [218] Birkle, 2020, Web of Science as a Data Source for Research on Scientific and Scholarly Activity, Quant. Sci. Stud. source
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34Although ESCI journals are not included in the JCR and do not receive JIF, citations from ESCI accrue to all articles in the WoS CC and contribute to the JIF numerator.
“It should be noted that, although ESCI journals are not included in the JCR and do not receive JIF (and other JCR metrics), the citations from ESCI will accrue to all articles in the WoS CC and contribute to the JIF numerator [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Carloni, M., Tsenkulovsky, T., and Mangan, R. (2020, August 13). Web of Science Core Collection Descriptive Document. Available online: https://clarivate.libguides.com/ld.php?content_id=45175981.
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34WoS also calculates an Immediacy index, which is basically a one-year JIF.
“WoS also calculates an Immediacy index, which is basically a one-year JIF [26,45].”
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34The JIF calculation method leads to several biases that limit its application and it is continuously discussed and criticized in scientometric literature.
“However, the JIF calculation method leads to several biases that limit its application and it is continuously discussed and criticized in scientometric literature concerning bibliometric indicators and their application in research evaluation practices [222,224].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [222] Setti, 2013, Bibliometric Indicators: Why Do We Need More than One?, IEEE Access source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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Premisecitation§ Data Export Limitations · p. 33Possibilities to export or download data from the web-interfaces for external analyses are usually limited, and the number of data rows available to export in one batch differs between the databases.
“Possibilities to export or download data from the web-interfaces for external analyses are also usually limited, and the number of data rows available to export in one batch differs between the DBs [9,26].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [9] Cobo, 2020, Software Tools for Conducting Bibliometric Analysis in Science: An up-to-Date Review, Prof. Inf.
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- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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Premisecitation§ Data Export Limitations · p. 33According to Elsevier, Scopus provides free access to a basic API version of Scopus data for research purposes without a subscription, allowing limited access to basic metadata for most citation records, while full API access is only granted to subscribed users but does not require additional payments.
“Although, according to Elsevier, Scopus provides free access to a basic API version of Scopus data for research purposes without a requirement of subscription, allowing limited access to basic metadata for most citation records, while full API access is only granted to subscribed users, but it does not require additional payments.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ 4.1. Basic Journal Impact Indicators · p. 34The most obvious limitation of JIF is the short two-year citation time window.
“The most obvious limitation of the JIF is the short two-year citation time window.”
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 34Scopus provides CiteScore, SJR, and SNIP.
“Meanwhile, Scopus provides CiteScore (CS) metrics, along with other, more advanced indicators-SCImago Journal Rank (SJR) and Source Normalized Impact per Paper (SNIP) [175].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [175] James, 2019, CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index, Learn. Publ. source
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Premisecitation§ Data Export Limitations · p. 33In Scopus, the export limit reaches 2000 data rows, but Scopus also allows exporting up to 20,000 results in 'Citations only' (CSV) format using e-mail services.
“In Scopus, the export limit reaches 2000 data rows, but Scopus also allows exporting up to 20,000 results (in 'Citations only' (CSV) format) using e-mail services.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.2.1. Normalized Indicators · p. 35The citing-side normalization approach raises the question of validity for comparisons, as journals or other document sets are evaluated against unequal benchmarks.
“On the other hand, it raises the question of validity for comparisons, as journals or other document sets are being evaluated against unequal benchmarks [221].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [221] Mingers, 2017, Evaluating Journal Quality: A Review of Journal Citation Indicators and Ranking in Business and Management, Eur. J. Oper. Res. source
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Premisecitation§ 4.2.1. Normalized Indicators · p. 35Both WoS and Scopus classifications are not perfect and may introduce certain biases in normalizing impact indicators.
“However, as was discussed earlier, both WoS and Scopus classifications are not perfect and they may introduce certain biases in normalizing impact indicators [221].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [221] Mingers, 2017, Evaluating Journal Quality: A Review of Journal Citation Indicators and Ranking in Business and Management, Eur. J. Oper. Res. source
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Premisereasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40Journals belonging to A&HCI and ESCI are not included in JCR and therefore do not have JIF or other journal impact metrics.
“since journals belonging to A&HCI and ESCI are not included in JCR, they do not have JIF or other journal impact metrics”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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Premisereasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40JCR does not include books and conference material, with rare exceptions, so these sources cannot be evaluated by WoS journal metrics.
“as JCR does not include books and conference material (with rare exceptions), these sources also cannot be evaluated by WoS journal metrics.”
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35In CS calculation, the publication types included in numerator and denominator coincide and include all document types indexed in Scopus.
“The second and most important difference is that, in CS calculation, the publication types included in numerator and denominator coincide and include all document types indexed in Scopus.”
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Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41Scopus calculates CS for only a minor part of indexed conference material sources; separate conferences and those published as special journal issues or part of book series do not receive CS metrics.
“Scopus only calculates CS for a minor part of indexed conference material sources. For instance, separate conferences and ones published as a special journal issues or part of book series do not receive CS metrics [86].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [86] Meho, 2019, Using Scopus’s CiteScore for Assessing the Quality of Computer Science Conferences, J. Informetr. source
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35Scopus offers the CiteScore Tracker, representing trends of the upcoming source's CS value, calculated for the current citation year and updated monthly.
“Scopus also offers the CiteScore Tracker, representing the trends of upcoming source's CS value (similar to WoS Immediacy Index). It is calculated for the current (citation) year, rather than previous, complete years, and it is updated monthly [175].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [175] James, 2019, CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index, Learn. Publ. source
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35JIF values can be artificially inflated by pressuring authors to reference articles from a particular journal, as journal self-citations are not accounted for in the calculation of classical and five-year JIF.
“JIF values can also be artificially inflated by other means, for example, by pressuring authors to reference articles from particular journal, as journal self-citations are not accounted for in the calculation of classical and five-year JIF [224,225,230].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [224] Glänzel, W., Moed, H.F., Schmoch, U., and Thelwall, M. (2018). The Journal Impact Factor: A Brief History, Critique, and Discussion of Adverse Effects. Springer Handbook of Science and Technology Indicators, Springer International Publishing. source
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- cites [225] Ranjan, 2017, Bibliometric Indices of Scientific Journals: Time to Overcome the Obsession and Think beyond the Impact Factor, Med. J. Armed Forces India source
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- cites [230] Alguliyev, R., Aliguliyev, R., and Ismayilova, N. (2017). Impact Factor Penalized by Self-Citations. Appl. Inf. Commun. Technol. AICT 2016 Conf. Proc., 2–5. source
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Premisecitation§ 4.2.1. Normalized Indicators · p. 36The citing-side subject normalization approach was determined as being the most objective and appropriate for field normalization, when compared to normalization based on predefined subject classification schemes, especially in the case of multidisciplinary journals.
“For instance, the citing-side subject normalization approach was determined as being the most objective and appropriate for field normalization, when compared to normalization that is based on predefined subject classification schemes, especially in the case of multidisciplinary journals [180,185,235].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [180] Waltman, 2013, Source Normalized Indicators of Citation Impact: An Overview of Different Approaches and an Empirical Comparison, Scientometrics source
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- cites [185] Waltman, 2013, A Systematic Empirical Comparison of Different Approaches for Normalizing Citation Impact Indicators, J. Informetr. source
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- cites [235] Waltman, 2013, Some Modifications to the SNIP Journal Impact Indicator, J. Informetr. source
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Premisenone given§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41CS is calculated for sources after the first full year of indexing in Scopus, whereas JIF is calculated only after three consecutive years of journal indexing in JCR.
“CS is calculated for sources after first full year of indexing in Scopus, in contrast to JIF, which is only calculated after three consecutive years of journal indexing in JCR.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40All WoS indicators are available only through subscription to the JCR tool, except journal Quartiles (Q), which can be viewed at the WoS webinterface without an additional JCR subscription.
“all of the indicators provided at WoS are only available through the subscription of the JCR tool. The only exception is journal Quartiles (Q), which can be viewed at WoS webinterface without an additional subscription of JCR [196].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [196] Ruccolo, M. (2020, November 25). Web of Science Core Collection: Web of Science: Summary of Coverage. Available online: https://clarivate.libguides.com/woscc/coverage.
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Premisereasoning§ 4.1. Basic Journal Impact Indicators · p. 35In CS, citations are counted from the four-year period, compared to JIF, where citations are only counted from the current JCR year.
“Citations are also counted from the four-year period, as compared to JIF, where citations are only counted from the current JCR year.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35The JIF version without self-citations, calculated in the same way as classical JIF but excluding journal self-citations from the numerator, is available in JCR.
“On the other hand, the JIF version without self-citations, which is calculated in the same way as the classical JIF, but excluding journal self-citations from the numerator, is also available in JCR [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41An empirical investigation found that many sources without CS value were discontinued or newly included in the DB, but several hard-to-explain cases were also found.
“An empirical investigation has shown that many of the sources without CS value were discontinued or newly included in the DB. Although, several hard to explain cases were also found [259].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [259] Krauskopf, 2020, Sources without a CiteScore Value: More Clarity Is Required, Scientometrics source
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Premisereasoning§ 4.1. Basic Journal Impact Indicators · p. 35The time window applied in CS is larger than in classical JIF and has been increased from three to four years.
“Firstly, the time window applied is larger than in classical JIF and, more recently, it has been increased from three to four years.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisereasoning§ 4.2.1. Normalized Indicators · p. 35The main difference of citing-side normalization from field normalization is that the definition of subject field is not based on WoS or any other predefined category classification schemes, but is determined as the set of all papers or journals citing the target set of papers.
“Thus, the main difference of this approach from field (or cited-side) normalization is that the definition of subject field is not based on the WoS or any other predefined category classification schemes, but it is determined as the set of all papers or journals citing the target set of papers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ 4.1. Basic Journal Impact Indicators · p. 35Because the basic principle of calculating CS is very similar to that of JIF, CS can be considered the Scopus version of JIF.
“Because the basic principle of calculating CS is very similar to that of JIF, CS can be considered to be the Scopus version of JIF.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisereasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 40WoS indicators are calculated only for journals included in JCR, covering about two-thirds of journals indexed in WoS CC (SCIE and SSCI indexes).
“indicators are only calculated for journals that are included in JCR, covering only about two-thirds of journals indexed in WoS CC (SCIE and SSCI indexes).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.2.1. Normalized Indicators · p. 35The underlying idea of citing-side or source normalization is that in high density fields papers would likely have longer reference lists than in low density fields.
“The underlying idea of citing-side or source normalization approach is that in the high density fields papers would likely have longer reference lists than in the low density fields [233].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [233] Bornmann, 2015, Methods for the Generation of Normalized Citation Impact Scores in Bibliometrics: Which Method Best Reflects the Judgements of Experts?, J. Informetr. source
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Premisecitation§ 4.1. Basic Journal Impact Indicators · p. 35In December 2016, Scopus launched the CiteScore impact indicator.
“In response to aforementioned JIF drawbacks and limitations, in December 2016 Scopus launched CiteScore (CS) impact indicator.”
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Premisecitation§ 4.2.1. Normalized Indicators · p. 36Many authors have determined that the citing-side approach may outperform the traditional method of cited-side normalization.
“Many authors have determined that the citing-side approach may outperform the traditional method of cited-side normalization.”
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Premisecitation§ 4.2.1. Normalized Indicators · p. 36These conclusions about the superiority of citing-side normalization have also been challenged.
“However, these conclusions have also been challenged [236].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [236] Leydesdorff, 2010, Scopus’s Source Normalized Impact per Paper (SNIP) versus a Journal Impact Factor Based on Fractional Counting of Citations, J. Am. Soc. Inf. Sci. Technol. source
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Premisecitation§ 4.2.1. Normalized Indicators · p. 35Generally, the WoS subject classification scheme is most commonly used for normalization purposes.
“Generally, the WoS subject classification scheme is most commonly used for normalization purposes [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Waltman, 2016, A Review of the Literature on Citation Impact Indicators, J. Informetr. source
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Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41When journals are compared by impact indicators, differences in journal size should be taken into account.
“Even when journals are being compared by the values of impact indicators, the differences in size of the journals should be also taken into account [261].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [261] Antonoyiannakis, 2018, Impact Factors and the Central Limit Theorem: Why Citation Averages Are Scale Dependent, J. Informetr. source
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Interpretationreasoning§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41Comparisons of researchers are only meaningful when comparing authors in the same field and similar age or career stage.
“comparisons of researchers would only be meaningful when comparing authors in the similar field and of the similar age or stage of their careers.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Only part of citations in a publication's reference list are dedicated to the main idea of the paper; other sources are frequently mentioned as simple recognition of similar works or as persuasion on scientific ground.
“only part of citations, as listed in publication's reference list, are dedicated to the main idea of the paper, while other sources are frequently only being mentioned as a simple recognition of other similar works, or as a persuasion on the scientific ground of the study [1,269].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] Abramo, 2018, Revisiting the Scientometric Conceptualization of Impact and Its Measurement, J. Informetr. source
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- cites [269] Crothers, 2020, Citation Concept Analysis (CCA) of Robert K. Merton’s Book Social Theory and Social Structure: How Often Are Certain Concepts from the Book Cited in Subsequent Publications?, Quant. Sci. Stud.
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Premisenone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Publications themselves are not equal in quality.
“Moreover, publications themselves are not equal in quality.”
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Premisecitation§ 4.4. Recommendations for the Correct Choice of Journal Impact Indicators · p. 41Use of publication and citation counts and derived indicators is only valid when applied at similar levels of aggregation and in appropriate context.
“the use of publication and citation counts and, accordingly, the indicators that are derived from them, is only valid when they are applied at the similar levels of aggregation and in the appropriate context [260].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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Premisenone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 43All most popular journal impact indicators are calculated as ratios of citation and publication counts and are based on arithmetic means.
“all of the most popular journal impact indicators are calculated as ratios of citation and publication counts and they are based on arithmetic means.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42The extent to which factors influence citations varies, and in many cases the effect may be indirect because most factors are interrelated.
“The extent to which these factors can influence citations varies. Also, in many cases, the effect may be indirect, since most of these factors are interrelated.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Premisenone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Research quality is a multidimensional concept and cannot be assessed only by quantitative measures.
“However, research quality is a multidimensional concept and, thus, cannot be only assessed by quantitative measures.”
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Citations can be negative, raising the question about their impact on the quality of the cited document.
“citations can also be negative, raising the question about their impact to the quality of the cited document [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Walters, 2017, Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources, IEEE Access source
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Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Citation-based impact indicators tend to create bias among authors when choosing a journal for publishing and when choosing which literature to cite.
“Thus, citation-based impact indicators tend to create bias amongst authors not only when choosing journal for publishing, but also when choosing which literature to cite [268,273-275].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [268] Wang, 2018, A Quantitative Exploration on Reasons for Citing Articles from the Perspective of Cited Authors, Scientometrics source
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- cites [273] Tahamtan, 2018, Core Elements in the Process of Citing Publications: Conceptual Overview of the Literature, J. Informetr. source
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- cites [274] Bornmann, 2017, Skewness of Citation Impact Data and Covariates of Citation Distributions: A Large-Scale Empirical Analysis Based on Web of Science Data, J. Informetr. source
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- cites [275] Uddin, 2016, The Impact of Author-Selected Keywords on Citation Counts, J. Informetr. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Scientific impact of any evaluated entity cannot be determined solely by citations due to different citing behaviors and incompatible citation counts between disciplines.
“It is often argued that the scientific impact of any evaluated entity cannot be determined solely by citations due to the different citing behaviors and resulting incompatible citation counts between disciplines [1-3,5,260,267].”
Quote in the paperNot a substantial claim0 of 6 sources checked- cites [1] Abramo, 2018, Revisiting the Scientometric Conceptualization of Impact and Its Measurement, J. Informetr. source
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- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [3] Aksnes, D.W., Langfeldt, L., and Wouters, P. (2019). Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories. SAGE Open, 9. source
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- cites [5] Moed, 2015, Multidimensional Assessment of Scholarly Research Impact, J. Assoc. Inf. Sci. Technol. source
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- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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- cites [267] MacRoberts, 2018, The Mismeasure of Science: Citation Analysis, J. Assoc. Inf. Sci. Technol. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42Citations may be appropriate for assessing scientific impact of research, but they do not show impact outside the scientific community.
“Citations may be appropriate in assessing the scientific impact of the research, but they do not show the impact of the research outside the scientific community [1,3,5,6,260,264,265].”
Quote in the paperNot a substantial claim0 of 7 sources checked- cites [1] Abramo, 2018, Revisiting the Scientometric Conceptualization of Impact and Its Measurement, J. Informetr. source
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- cites [3] Aksnes, D.W., Langfeldt, L., and Wouters, P. (2019). Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories. SAGE Open, 9. source
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- cites [5] Moed, 2015, Multidimensional Assessment of Scholarly Research Impact, J. Assoc. Inf. Sci. Technol. source
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- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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- cites [264] Ravenscroft, J., Liakata, M., Clare, A., and Duma, D. (2017). Measuring Scientific Impact beyond Academia: An Assessment of Existing Impact Metrics and Proposed Improvements. PLoS ONE, 12. source
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- cites [265] Reale, 2018, A Review of Literature on Evaluating the Scientific, Social and Political Impact of Social Sciences and Humanities Research, Res. Eval. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 42The simple amount of publications does not reflect scientific impact, because publication counts measure productivity rather than quality.
“The simple amount of publications does not reflect the scientific impact, since publication counts measure productivity, rather than quality [1,2].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [1] Abramo, 2018, Revisiting the Scientometric Conceptualization of Impact and Its Measurement, J. Informetr. source
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- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Peer review has its own characteristic biases and limitations, which is one reason peer review has been increasingly replaced with bibliometric measures of impact.
“peer-reviewing has its own characteristic biases and limitations, which is one of the reasons why, nowadays, peer-review has been increasingly extensively replaced with bibliometric measures of impact [3,44,276].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [3] Aksnes, D.W., Langfeldt, L., and Wouters, P. (2019). Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories. SAGE Open, 9. source
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- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [276] Abramo, 2019, Peer Review versus Bibliometrics: Which Method Better Predicts the Scholarly Impact of Publications?, Scientometrics source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Conclusions stating poor agreement between metric and peer review were also obtained.
“conclusions stating poor agreement between metric and peer-review were also obtained [283].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [283] Baccini, 2016, Do They Agree? Bibliometric Evaluation versus Informed Peer Review in the Italian Research Assessment Exercise, Scientometrics source
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Premisereasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Researchers are highly encouraged to publish their study results in a timely manner in the best possible journals.
“researchers are highly encouraged to publish their study results in a timely manner in the best possible journals.”
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Metrics are favored over peer review because they are regarded as more trustworthy and objective, believed to avoid biases from personal interest and authority relations.
“(2) they are regarded as more trustworthy and objective, because it is believed that the use of indicators may help to avoid biases that are introduced by personal interest and authority relations;”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44Public recommendations such as European Commission frameworks encourage application of more sustainable evaluation methods.
“public recommendations were released, such as European Commission frameworks [292,293], encouraging an application of more sustainable evaluation methods.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [292] Wilsdon, J., Bar-ilan, J., Frodeman, R., Lex, E., Peters, I., and Wouters, P. (2017). Next-Generation Metrics: Reponsible Metrics and Evaluation for Open Science, European Commission.
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- cites [293] Wouters, P., Ràfols, I., Oancea, A., Kamerlin, L.S.C., Holbrook, B.J., and Jacob, M. (2019). Indicator Frameworks for Fostering Open Knowledge Practices in Science and Scholarship, European Commission.
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Interpretationcitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44WoS and Scopus data are questionable for Social Sciences & Humanities because these disciplines are clearly underrepresented in the DBs.
“The same can be said about the use of WoS and Scopus data in Social Sciences & Humanities, since these disciplines are clearly underrepresented in the DBs [5,44,47,88,91,163,263].”
Quote in the paperSubstantial claim0 of 7 sources checked- cites [5] Moed, 2015, Multidimensional Assessment of Scholarly Research Impact, J. Assoc. Inf. Sci. Technol. source
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- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [47] Mongeon, 2016, The Journal Coverage of Web of Science and Scopus: A Comparative Analysis, Scientometrics source
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- cites [88] Ochsner, M., Hug, S.E., and Daniel, H. (2016). Assessment in the Humanities, Springer Nature. source
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- cites [91] Chapman, 2019, An Evaluation of Web of Science, Scopus and Google Scholar Citations in Operations Management, Int. J. Logist. Manag. source
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- cites [163] Tennant, J.P., Crane, H., Crick, T., Davila, J., Enkhbayar, A., Havemann, J., Kramer, B., Martin, R., Masuzzo, P., and Nobes, A. (2019). Ten Hot Topics around Scholarly Publishing. Publications, 7. source
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- cites [263] Desrochers, 2018, Authorship, Citations, Acknowledgments and Visibility in Social Media: Symbolic Capital in the Multifaceted Reward System of Science, Soc. Sci. Inf. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44In 2015, Nature published 'The Leiden Manifesto for research metrics', which established ten principles of best practice in metrics-based research assessments.
“In 2015, Nature published 'The Leiden Manifesto for research metrics' [291], which established the main ten principles of the best practice in metrics-based research assessments.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [291] Hicks, 2015, Bibliometrics: The Leiden Manifesto for Research Metrics, Nature source
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Premisenone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 44Citation data and indicators are only calculated from data covered by the particular DB, and no data source covers all relevant documents.
“citation data and indicators are only calculated from the data covered by the particular DB, and no data source covers all relevant documents.”
Quote in the paperSubstantial claim- Rests on an assumption: No bibliographic data source covers all relevant documents.
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Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 43This approach creates a bias towards publishing only in journals with high impact values and decreases recognition of sciences mainly published in national-oriented journals or less popular sources like books, since impact indicators are usually not calculated for these sources.
“this approach creates a bias towards only publishing in journals with high impact values and decreases the recognition of sciences mainly published in journals of national orientation, or preferring less popular sources for knowledge dissemination, like books, since impact indicators are usually not calculated for these sources.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone given§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Increased imprudent reliance on bibliometric indicators and their widespread use in evaluation practice has led to misinterpretations of scientific impact and what measures can properly assess it.
“the vastly increased imprudent reliance on the use of bibliometric indicators and their widespread use in evaluation practice has led to misinterpretations of the concept and significance of scientific impact itself and what measures can be used to properly assess.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44DORA was developed in 2012 and became a worldwide initiative strongly recommending against inappropriate use of impact factor in research assessments.
“San Francisco Declaration on Research Assessment (DORA) was developed in 2012 and became a worldwide initiative strongly recommending against the inappropriate use of impact factor in the research assessments [290].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [290] ASCB (2020, November 25). Read the declaration—DORA. Available online: https://sfdora.org/read/.
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44These studies are often targeted at general public and published in national language, which narrows potential audience and reduces likelihood of citation.
“These studies are also often targeted at the general public and, therefore, are often published in the national language, which narrows the size of potential audience and, consequently, reduces the likelihood of citation [87,96,260,265,294].”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
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- cites [96] Mohammadi, 2018, A Review of Scientific Outputs on Spirituality and Depression Indexed in Important Databases, Int. J. Med. Rev. source
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- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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- cites [265] Reale, 2018, A Review of Literature on Evaluating the Scientific, Social and Political Impact of Social Sciences and Humanities Research, Res. Eval. source
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- cites [294] Bornmann, 2018, The Negative Effects of Citing with a National Orientation in Terms of Recognition: National and International Citations in Natural-Sciences Papers from Germany, the Netherlands, and the UK, J. Informetr. source
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Interpretationcitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43The 'publish or perish' attitude stimulates productivity of researchers but creates a bias towards quantity, often overlooking quality.
“this 'publish or perish' attitude, on the one hand, stimulates the productivity of researchers, but, on the other, creates a bias towards quantity, often overlooking quality [2,3,6-8,44,81,163,260,263,284-288].”
Quote in the paperNot a substantial claim0 of 10 sources checked- cites [2] Agarwal, 2016, Bibliometrics: Tracking Research Impact by Selecting the Appropriate Metrics, Asian J. Androl. source
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- cites [3] Aksnes, D.W., Langfeldt, L., and Wouters, P. (2019). Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories. SAGE Open, 9. source
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- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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- cites [7] Wouters, 2016, Evaluation Practices and Effects of Indicator Use—A Literature Review, Res. Eval. source
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- cites [8] Kun, Á. (2018). Publish and Who Should Perish: You or Science?. Publications, 6. source
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- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [81] Chavarro, 2018, To What Extent Is Inclusion in TheWeb of Science an Indicator of Journal ‘Quality’?, Res. Eval. source
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- cites [163] Tennant, J.P., Crane, H., Crick, T., Davila, J., Enkhbayar, A., Havemann, J., Kramer, B., Martin, R., Masuzzo, P., and Nobes, A. (2019). Ten Hot Topics around Scholarly Publishing. Publications, 7. source
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- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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- cites [263] Desrochers, 2018, Authorship, Citations, Acknowledgments and Visibility in Social Media: Symbolic Capital in the Multifaceted Reward System of Science, Soc. Sci. Inf. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Bibliometric indicators were generally shown to be positively correlated with peer-review evaluations.
“Although bibliometric indicators were generally shown to be positively correlated with peer-review evaluations”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [276] Abramo, 2019, Peer Review versus Bibliometrics: Which Method Better Predicts the Scholarly Impact of Publications?, Scientometrics source
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- cites [280] Haddawy, 2016, A Comprehensive Examination of the Relation of Three Citation-Based Journal Metrics to Expert Judgment of Journal Quality, J. Informetr. source
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- cites [282] Traag, 2019, Systematic Analysis of Agreement between Metrics and Peer Review in the UK REF, Palgrave Commun. source
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Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 44Sources publishing papers with a national focus attract much fewer citations, are generally considered inferior quality, and are usually not included in main selective bibliographic DBs.
“Consequently, sources publishing papers with a national focus attract much fewer citations and they are generally considered to be of inferior quality and are usually not included in the main selective bibliographic DBs.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Publication data and citation metrics continue to play the most important role in research assessments worldwide, so indicator-based research assessments remain at the center of global debate about their validity and influence.
“because publication data and citation metrics continue to play the most important role in research assessments worldwide, indicator-based research assessments also remain at the center of the global debate, not only about their validity, but also about their influence on research activities, scientific output, and its quality [1,5-7,44,260,265,289].”
Quote in the paperNot a substantial claim0 of 8 sources checked- cites [1] Abramo, 2018, Revisiting the Scientometric Conceptualization of Impact and Its Measurement, J. Informetr. source
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- cites [5] Moed, 2015, Multidimensional Assessment of Scholarly Research Impact, J. Assoc. Inf. Sci. Technol. source
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- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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- cites [7] Wouters, 2016, Evaluation Practices and Effects of Indicator Use—A Literature Review, Res. Eval. source
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- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
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- cites [260] Bornmann, 2017, Measuring Impact in Research Evaluations: A Thorough Discussion of Methods for, Effects of and Problems with Impact Measurements, High. Educ. source
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- cites [265] Reale, 2018, A Review of Literature on Evaluating the Scientific, Social and Political Impact of Social Sciences and Humanities Research, Res. Eval. source
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- cites [289] Moher, D., Naudet, F., Cristea, I.A., Miedema, F., John, P., Ioannidis, A., and Goodman, S.N. (2018). Assessing Scientists for Hiring, Promotion, and Tenure. PLoS Biol., 16. source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 43Metrics are favored over peer review because they are perceived as more accessible and do not require involvement of scientists or subject specialists.
“(3) they are perceived as more accessible and do not require the involvement of scientists or subject specialists [6].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Bianco, 2016, Academic Evaluation: Universal Instrument? Tool for Development?, Minerva source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44In 2016, ASM declared that JIFs will no longer be posted to ASM journal websites or used in advertising.
“in 2016, the American Society of Microbiology (ASM) declared that JIFs will no longer be posted to the ASM journal websites or used in advertising [226].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [226] Callaway, 2016, Publishing Elite Turns against Impact Factor, Nature source
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Premisecitation§ 5. Fundamental Concerns in Bibliometric Practices · p. 44'The Metric Tide' report took a deeper look at potential uses and limitations of research metrics and indicators.
“'The Metric Tide: Report of the Independent Review of the Role of Metrics in Research Assessment and Management' took a deeper look at the potential uses and limitations of research metrics and indicators [262].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [262] Wilsdon, J., Allen, L., Belfiore, E., Campbell, P., Curry, S., Hill, S., Jones, R., Kain, R., Kerridge, S., and Thelwall, M. (2015). Metric Tide: Report of the Independent Review of the Role of Metrics in Research Assessment and Management, HEFCE. source
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Interpretationreasoning§ 5. Fundamental Concerns in Bibliometric Practices · p. 44These recommendations do not entirely neglect the value of bibliometric indicators in evaluating research performance, but highlight the importance of their responsible use regarding their original purpose and intended meaning.
“It should be noted that these recommendations do not entirely neglect the value of bibliometric indicators in evaluating research performance, but they are highlighting the importance of their responsible use regarding their original purpose and intended meaning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationreasoning§ 6. Discussion · p. 46As both WoS and Scopus index data documents, the comprehensiveness and quality of their coverage in the DBs will gain great importance in the upcoming years.
“Thus, as both WoS and Scopus indexes data documents, the comprehensiveness and quality of their coverage in the DBs will also gain great importance in the upcoming years.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone given§ 6. Discussion · p. 44Two components critical for research evaluation are a bibliometric data source and tools for quality interpretation (metrics), both provided by major bibliographic DBs.
“For this, two components are critical-a bibliometric data source and tools for quality interpretation-metrics. They are both provided by the major bibliographic DBs.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Interpretationreasoning§ 7. Conclusions · p. 47WoS and Scopus serve as major tools for a variety of tasks: journal and literature selection, personal career tracking, large-scale bibliometric analyses, and research evaluation practices at all levels.
“Therefore, they serve as the major tools for a variety of tasks: from journal and literature selection or personal career tracking to large-scale bibliometric analyses and research evaluation practices in all possible levels.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ 6. Discussion · p. 45Coverage depth, particularly regarding citations, is generally better in WoS.
“Meanwhile, coverage depth, particularly regarding citations, is generally better in WoS.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ 6. Discussion · p. 45WoS and Scopus both offer extensive coverage of Natural, Medicine, Health Sciences, Engineering, and Technology disciplines, and thus could be used in research evaluations of these disciplines.
“WoS and Scopus both offer an extensive coverage of Natural, Medicine, Health Sciences, Engineering, and Technology disciplines and, thus, could be used in research evaluations of these disciplines.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 6. Discussion · p. 46Scopus is not divided into separate indexes; all searches are performed across all indexed content without differences in search parameters available for separate indexes, unlike WoS CC.
“Scopus is not divided into separate indexes and, thus, all of the searches are performed in the range of all indexed content without differences in the search parameters available for separate indexes, as in WoS CC case [42].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [42] Gusenbauer, 2020, Which Academic Search Systems Are Suitable for Systematic Reviews or Meta-Analyses? Evaluating Retrieval Qualities of Google Scholar, PubMed, and 26 Other Resources, Res. Synth. Methods source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ References · p. 48The availability of individual profiles for all authors, institutions, and serial sources, as well as the interrelated interface of Scopus, makes Scopus more convenient for practical use.
“Secondly, the availability of individual profiles for all authors, institutions, and serial sources, as well as the interrelated interface of DB, makes Scopus more convenient for practical use.”
Quote in the paperNot a substantial claim- Rests on an assumption: The majority of information in Scopus is linked, allowing easy transition between different information types.
- Rests on an assumption: Most lists and other data in Scopus can be opened in separate or emerging windows and tabs.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ 6. Discussion · p. 45For a long time, WoS was the only comprehensive bibliographic data source available; with the introduction of Scopus, Scopus rapidly became a major competitor to WoS.
“For a long time, WoS was the only comprehensive bibliographic data source available. However, the situation has changed with an introduction of Scopus, which rapidly became a major competitor to WoS.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone given§ 6. Discussion · p. 45WoS provides more detailed source profiles, but profiles are only available for journals, while Scopus creates profiles for all indexed periodical sources.
“Regarding source profiles, WoS provides more detailed information, but the profiles are only available for journals, while, in Scopus, they are created for all indexed periodical sources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationreasoning§ 6. Discussion · p. 47The lack of detailed explorations of these tools may be one of the reasons leading to relatively low usage while they might be very helpful.
“On the other hand, the lack of detailed explorations of these tools may be one of the reasons leading to the relatively low usage while they actually might be very helpful.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 6. Discussion · p. 46Published data sets can be cited separately and included in research evaluation practices as additional publications.
“Published data sets can be cited separately and, accordingly, included in research evaluation practices as additional publications [297].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [297] Mongeon, 2017, DataCite as a Novel Bibliometric Source: Coverage, Strengths and Limitations, J. Informetr. source
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ 6. Discussion · p. 45Main biases towards overrepresentation of English language sources, unequal representation of countries, and underrepresentation of SSH literature remain the main limitations of WoS and Scopus.
“Therefore, the main biases towards the overrepresentation of English language sources, unequal representation of countries, and underrepresentation of SSH literature still remains the main limitations of these data sources.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 6. Discussion · p. 47WoS vendor promises improved search speed and access through mobile gadgets, as well as unified user profiles.
“WoS vendor also promises an improved search speed and access through mobile gadgets, as well as unified user profiles.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [300] Clarivate (2020, December 29). Release Notes—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/release-notes/wos/.
Not checked in the free run.
May combine two claims.
Premisenone given§ 6. Discussion · p. 45Scopus provides searchable and comprehensive profiles, along with unique identifiers for all authors, institutions, and periodical sources.
“Another advantage of Scopus is that it provides searchable and comprehensive profiles, along with unique identifiers for all authors, institutions, and periodical sources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 6. Discussion · p. 47Most of the changes will be made to the layout of the web page, which should make the interface more modern and user-friendly.
“Most of the changes will be made to the layout of the web page, which should make the interface more modern and user-friendly.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [300] Clarivate (2020, December 29). Release Notes—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/release-notes/wos/.
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Premisenone given§ References · p. 48Scopus is subscribed as a single DB, without confusion or additional restrictions regarding content accessibility.
“However, most importantly, Scopus is subscribed as a one single DB, without the confusion or additional restrictions regarding content accessibility.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone given§ References · p. 48Scopus is more open to society, as it provides free access to author and source information, including metrics.
“Moreover, Scopus is more open to the society, as it provides free access to author and source information, including metrics.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ 7. Conclusions · p. 47WoS and Scopus remain the two major and most comprehensive sources of publication metadata and impact indicators.
“Although, during the last decade, there was a significant growth of available bibliographic data sources and metrics, Web of Science (WoS) and Scopus databases (DBs) still remain the two major and most comprehensive sources of publication metadata and impact indicators.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisecitation§ 6. Discussion · p. 46Authors are encouraged (and often required) to open not only their published research results, but also research data.
“Thus, authors are encouraged (and often, required) to open not only their published research results, but also research data [132].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [132] Ignat, T., and Ayris, P. (2020). Built to Last! Embedding Open Science Principles and Practice into European Universities. Insights UKSG J., 33. source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationreasoning§ References · p. 48Academic institutions will be forced to subscribe to WoS and Scopus, or at least one, as long as their metrics remain core elements in research evaluation and career assessment practices.
“Nevertheless, academic institutions will be forced to subscribe to WoS and Scopus DBs, or at least to one of them, as long as their provided metrics will remain the core elements in research evaluation and career assessment practices.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 6. Discussion · p. 46The distributions of errors between WoS and Scopus are very different, with one error being more frequent in one DB, and others in the other DB.
“Generally, the distributions of errors between WoS and Scopus are very different, with one error being more frequent in one DB, and others, in the other DB [62,66,79,95].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
Not checked in the free run.
- cites [66] Van Eck, N.J., and Waltman, L. (2017, January 16–20). Accuracy of Citation Data in Web of Science and Scopus. Proceedings of the 16th International Conference on Scientometrics and Informetrics (ISSI 2017), Wuhan, China.
Not checked in the free run.
- cites [79] Liu, 2020, Accuracy of Funding Information in Scopus: A Comparative Case Study, Scientometrics source
Not checked in the free run.
- cites [95] Rafols, I., Molas-Gallart, J., and Woolley, R. (2016, January 1–7). Data Quality and Consistency in Scopus and Web of Science in Their Indexing of Czech Journals. Proceedings of the 21st International Conference on Science and Technology Indicators (STI 2016), València, Spain.
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ References · p. 48The suitability of a DB mainly depends on the objectives and application context of the particular task, including required degree of selectivity and level of aggregation.
“Generally, the suitability of DB mainly depends on the objectives and application context of the particular task, including consideration of the required degree of the selectivity and the level of aggregation.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ 6. Discussion · p. 46Differences in error distributions between WoS and Scopus might be at least partially explained by different data uploading and curation mechanisms; many errors are made by authors/publishers and uploaded with metadata, while other mistakes are introduced by DB algorithms.
“This might be at least partially explained by the different data uploading and curation mechanisms used in the DBs as many errors are being made by the authors and/or publishers, which are uploaded into DBs with publications' metadata, while other mistakes are being introduced by the algorithms employed in the DBs [62].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Franceschini, 2016, Empirical Analysis and Classification of Database Errors in Scopus and Web of Science, J. Informetr. source
Not checked in the free run.
May combine two claims.
Premisecitation§ 6. Discussion · p. 45Author disambiguation systems in both DBs were shown to be more accurate, but split identities and other discrepancies still occur.
“although author disambiguation systems in both DBs were shown to be more accurate [121], split identities and other discrepancies still occur.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [121] Ioannidis, J.P.A., Baas, J., Klavans, R., and Boyack, K.W. (2019). A Standardized Citation Metrics Author Database Annotated for Scientific Field. PLoS Biol. source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ References · p. 48Scopus provides wider and more inclusive content coverage than WoS.
“First, Scopus provides wider and more inclusive content coverage.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationreasoning§ 6. Discussion · p. 45Scopus seems to provide better and easier access to the data.
“However, Scopus seems to provide better and easier access to the data.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationreasoning§ References · p. 48Nowadays WoS and Scopus encompass so many features and functionalities that it is impossible to draw a general conclusion which DB is better; one DB may be a better choice for one purpose, but less for another.
“Consequently, nowadays they encompass so many features and functionalities that it is impossible to draw such a general conclusion, since one DB may be a better choice for one purpose, but less for another.”
Quote in the paperNot a substantial claim- Rests on an assumption: WoS and Scopus have been extensively compared for more than 15 years; the scientometric community still has not reached the verdict of which one is better.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 6. Discussion · p. 46DBs' vendors are promoting user-orientated changes through cooperation with their customers.
“In addition, DBs' vendors are promoting user-orientated changes through cooperation with their customers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 6. Discussion · p. 47Clarivate announced major changes planned to be implemented in WoS interface in the near future.
“In particular, in the case of WoS, since, during the preparation of this article, Clarivate announced major changes that are planned to be implemented in WoS interface in the near future [300].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [300] Clarivate (2020, December 29). Release Notes—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/release-notes/wos/.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 6. Discussion · p. 46Elsevier promotes authors to supervise and maintain their Scopus author profile integrity by providing free access to profiles and correction opportunities; encourages users to report discrepancies.
“Elsevier promotes authors to supervise and maintain their Scopus author profile integrity by providing a free access to the profiles and their correction opportunities. Additionally, Elsevier encourages Scopus users to report any observed discrepancies [171].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [171] Meester, 2016, A Response to “The Museum of Errors/Horrors in Scopus” by Franceschini et Al, J. Informetr. source
Not checked in the free run.
May combine two claims.
Interpretationreasoning§ 6. Discussion · p. 46Error rates in DBs are not very high; they should not significantly affect the results of analyses if properly taken into account.
“Moreover, because the rates of errors are not very high, they should not significantly affect the results of the analyses, if they are properly taken into account.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ 6. Discussion · p. 46The content coverage and quality of DBs are constantly changing and improving, as well as the convenience of their web-interfaces.
“The content coverage and quality of DBs are constantly changing and improving, as well as the convenience of their web-interfaces.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationreasoning§ References · p. 48Both DBs are constantly being improved due to intense competition and notable transfer of academic activities into digital internet-based environment.
“On the other hand, both DBs are constantly being improved due to the intense competition and notable transfer of academic activities into digital internet-based environment.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 6. Discussion · p. 45Comparisons of WoS and Scopus have become a major discussion theme in scientometrics because DBs can differ in many aspects determining their suitability as reliable data sources.
“the comparisons of these data sources have become one of the major discussion themes in scientometrics, as DBs can differ in many aspects, determining their suitability as an appropriate and reliable data sources for various purposes”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [296] Archambault, 2009, Comparing Bibliometric Statistics Obtained From TheWeb of Science and Scopus, J. Am. Soc. Inf. Sci. Technol. source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone given§ References · p. 48WoS may be more suitable for searching and analyzing Open Access resources at the publication level.
“For instance, it may be more suitable for searching and analyzing Open Access resources at the publication level.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 6. Discussion · p. 45Multiple studies have shown that Scopus offers wider coverage of publications and citations in all major disciplines and document types, as well as better representation of non-English and regional literature.
“multiple studies have shown that Scopus offers wider coverage, both of publications and of citations, in all major disciplines and document types, as well as better representation of non-English and regional literature.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
Not checked in the free run.
- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
Not checked in the free run.
May combine two claims.
Premisenone given§ 6. Discussion · p. 45Both WoS and Scopus offer wide coverage of highest quality journals, along with additional analysis tools for publications and citations.
“It is evident that both DBs certainly offer a wide coverage of highest quality journals, along with the additional analysis tools for publications and citations.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisereasoning§ 6. Discussion · p. 45Coverage of certain disciplines or subject fields' literature in selective bibliographic DBs should be evaluated with additional precautions because it depends on indexed source and document types and coverage of non-English language publications.
“the coverage of certain disciplines or subject fields' literature in selective bibliographic DBs should be evaluated with additional precautions, since it is highly dependent on several other aspects of coverage, such as indexed source and document types and coverage of non-English language publications.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationcitation§ 6. Discussion · p. 45Scopus might be a better choice for tasks in Arts & Humanities and focused on nationally orientated and novel research.
“Thus, Scopus might be a better choice for performing tasks within the context of Arts & Humanities and focused on more nationally orientated and novel research [44,87].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [44] Wouters, P., Thelwall, M., Kousha, K., Waltman, L., de Rijcke, S., Rushforth, A., and Franssen, T. (2015). The Metric Tide: Literature Review (Supplementary Report I to the Independent Review of the Role of Metrics in Research Assessment and Management), HEFCE.
Not checked in the free run.
- cites [87] Grégoire, C., Roberge, G., and Archambault, É. Bibliometrics and Patent Indicators for the Science and Engineering Indicators 2016─Comparison of 2016 Bibliometric Indicators to 2014 Indicators. Science & Engineering Indicators 2016 (SEI 2016), Available online: https://science-metrix.com/?q=en/publications/reports&page=2#/?q=en/publications/reports/bibliometrics-and-patent-indicators-for-the-science-and-engineering-indicator-0.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ 6. Discussion · p. 47The overall coverage of DBs sources can change significantly due to the global shift towards openness in research and publishing practice.
“Moreover, the overall coverage of DBs sources can also change significantly due to the global shift towards openness in research and publishing practice.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone given§ 6. Discussion · p. 45WoS employs disambiguation systems for authors and institutions, but individual identifiers are not assigned.
“WoS also employs disambiguation systems of authors and institutions, but individual identifiers are not assigned.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 6. Discussion · p. 47The final transition to the new WoS interface is planned for 2021.
“These changes have just begun to be actively implemented, and the final transition to the new interface is planned for 2021.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [300] Clarivate (2020, December 29). Release Notes—Web of Science Group. Available online: https://clarivate.com/webofsciencegroup/release-notes/wos/.
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Premisenone given§ 6. Discussion · p. 45The extent and comprehensiveness of covered content is the most important characteristic of a DB for obtaining reliable results.
“The extent and comprehensiveness of covered content is the most important characteristic of DB for obtaining reliable results.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone given§ 6. Discussion · p. 44Most valuation methods in today's data-driven society are based on quantitative measures; research evaluations are performed as bibliometric analysis of scientific output.
“In today's technologically savvy and data-driven society, most of the valuation methods are based on quantitative measures. Research evaluations are also no exception and, today, they are performed as bibliometric analysis of scientific output (publications) produced by the evaluated research unit.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone given§ References · p. 48Scopus impact indicators perform equally well and even better than WoS metrics, are less susceptible to manipulation, and are available for all serial sources in all disciplines.
“Additionally, thirdly, the implemented impact indicators perform equally well and even better than the metrics that were provided by WoS, are less susceptible to manipulation and are available for all serial sources in all disciplines.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationreasoning§ References · p. 48New insights in DBs' suitability for particular assessments may suggest changes for evaluation policies.
“On the other hand, because publishing and evaluation trends, as well as the DBs themselves, are not constant, new insights in DBs' suitability for particular assessments may, in turn, suggest some changes for these policies.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The reliability of any results is highly dependent on the data source used.
“Thereby, because the reliability of any results is highly dependent on the data source used, all of the potential DBs users, including non-bibliometricians, should be able to objectively evaluate and wisely choose between these two DBs and bibliometric indicators provided by them.”
The paper relies on this without support.
There is no single and adequately recent study describing all aspects relevant to the intended audience.
“Accordingly, to the author's knowledge, there is no single and adequately recent study describing all aspects, including not only DBs' content coverage and provided metrics, but also their practical use, which are relevant not only to research evaluators, governors, or bibliometricians, but also-for the rest (and probably-the most important) part of academic society.”
The paper relies on this without support.
Findings from studies performed in the last five years adequately reflect the current situation of WoS and Scopus.
“Additionally, due to the aforementioned obsolescence of information, only findings that were described in studies performed in the last five years will be discussed.”
The paper relies on this without support.
The comprehensiveness of patent coverage in WoS and Scopus has not been extensively compared.
“However, the comprehensiveness of patent coverage in these two DBs, to the author's knowledge, have not been extensively compared.”
The paper relies on this without support.
The majority of studies on funding information coverage have focused only on WoS or compared WoS with other data sources, not with Scopus.
“However, the majority of studies addressing this matter has only focused on the coverage and accuracy of funding data in WoS or compared WoS with other data sources, but not with Scopus.”
The paper relies on this without support.
The quality of research is currently judged by the quality of the journal in which it was published.
“since the quality of research is currently judged by the quality of the journal in which it was published.”
The authors state this as an assumption.
Scopus source inclusion may also be affected by particularistic criteria.
“as both DBs are selective, it can be assumed that Scopus source inclusion may also be affected by particularistic criteria.”
The paper relies on this without support.
The quality of content indexed in bibliographic databases is defined more by the quality of provided metadata than by the quality of indexed sources, especially for bibliometric analyses.
“the quality of the content that is indexed in the DBs is defined not only by the quality of indexed sources, but even more by a quality of the provided metadata, especially for bibliometric analyses.”
The paper relies on this without support.
There is no reliable way to identify and analyze publications with missing address information in Scopus online.
“since there is no reliable way to identify and analyze publications with missing address information in Scopus online.”
The paper relies on this without support.
There is no common rule indicating which date should be documented in publication metadata.
“Yet, there is no common rule indicating which date should be documented in publication metadata.”
The paper relies on this without support.
Predatory journals aim to become indexed in databases in order to create a reputable image and attract more authors.
“aiming to become indexed in the DBs in order to create a reputable image and attract more authors”
The paper relies on this without support.
WoS and Scopus are the main bibliographic databases in today's academic world.
“WoSandScopus are the main sources of the most prevailed scientific impact indicators, therefore the comparison of these DBs will not be comprehensive without mentioning the impact metrics provided at these data sources.”
The authors state this as an assumption.
Journals with higher impact indicators publish papers of higher scientific value.
“based on an assumption that journals with higher impact indicators publish papers of a higher scientific value.”
The authors state this as an assumption.
Journal quality rank reflects the quality of publications of the researcher and overall research.
“based on the underlying assumption that journal quality rank reflects the quality of publications of the researcher and, accordingly, overall research.”
The paper relies on this without support.
No bibliographic data source covers all relevant documents.
“no data source covers all relevant documents.”
The paper relies on this without support.
All research evaluation practices inevitably affect the behavior of evaluated parties.
“all of the research evaluation practices inevitably affect the behavior of evaluated parties.”
The paper relies on this without support.
In both WoS and Scopus, errors of all types are still present.
“However, judging by the most recent studies, in both DBs, errors of all types are still present.”
The paper relies on this without support.
Clarivate actively engages in personal communication with WoS customers and addresses concerns expressed in their feedback.
“Meanwhile, Clarivate actively engages in personal communication with WoS customers and addresses concerns that are expressed in their feedback.”
The paper relies on this without support.
Comparisons of OA content coverage in WoS and Scopus have not received significant attention.
“comparisons of OAcontent coverage in WoS and Scopus have not received significant attention.”
The paper relies on this without support.
Web-interfaces are being constantly changed.
“However, as was mentioned before, web-interfaces are being constantly changed.”
The paper relies on this without support.
Scopus also constantly improves its web-interface; layout of profile pages has been updated at least several times.
“The same can be said for Scopus, because this DB also constantly improves its web-interface. For instance, during the last couple of years, the layout of profile pages has been updated at least several times.”
The paper relies on this without support.
Both DBs owning companies offer additional products and tools, such as InCites, Essential Science Indicators, SciVal, Pure.
“In addition, both DBs owning companies also offer additional products and tools, in order to assist in online data analyses, such as InCites and Essential Science Indicators powered by WoS data, and SciVal and Pure powered by Scopus data.”
The paper relies on this without support.
These products are only available with an additional subscription, so few WoS and Scopus subscribers have access to them.
“However, these products are only available with an additional subscription, so few WoS and Scopus subscribers have access to them.”
The paper relies on this without support.
WoS and Scopus have been extensively compared for more than 15 years; the scientometric community still has not reached the verdict of which one is better.
“Despite the fact that WoS and Scopus DBs have been extensively compared for more than 15 years, the scientometric community still have not reached the verdict of 'which one is better'.”
The paper relies on this without support.
The majority of information in Scopus is linked, allowing easy transition between different information types.
“Secondly, the majority of information is linked and therefore allows easy transition between different information types.”
The paper relies on this without support.
Most lists and other data in Scopus can be opened in separate or emerging windows and tabs.
“Besides, most of the lists and other data can be opened in separate or emerging windows and tabs.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Research has established that Scopus has greater breadth in its inclusion of academic journals, while Web of Science is known for greater keyword sensitivity and a historically extensive volume of references.
“Research has established that, while Scopus has greater breadth in its inclusion of academic journals, WoS is known for its greater keyword sensitivity and a historically extensive volume of references [25,26].”
From Evolution of Primary Research Studies in Digital Interventions for Mental Well-Being Promotion from 2004 to 2023: A Bibliometric Analysis of Studies on the Web of Science (2024) · cites this paper as [26]
The Content Indexing and Inclusion Policies section (p. 17) supports Scopus’s wider journal coverage. The Search and Online Analysis Capabilities section (p. 31) says keyword searches were more efficient in WoS, but reports greater overall search sensitivity for Scopus—not greater keyword sensitivity for WoS. The Coverage of Citations section (p. 9) says WoS covers citations further back in time, while Scopus can yield higher citation counts; it does not establish a greater historical volume of references in WoS. (LLM, conf=0.88)
Experimental — accuracy not yet measuredDouble extraction from Web of Science and Scopus ensures robustness because they are the two major and most comprehensive sources of publication metadata and impact indicators.
“This double extraction ensures robustness because they are the two major and most comprehensive sources of publication metadata and impact indicators (Pranckutė, 2021).”
From Green public procurement as an effective way for sustainable development: A systematic literature review and bibliometric analysis (2025) · cites this paper as Pranckutė, 2021
Discrepancies in the data due to missing values, different spellings of the authors' full names, or differences in affiliations' names within the source data can all lead to variations in the results of the performance analysis.
“Furthermore, discrepancies in the data due to missing values, different spellings of the authors’ full names, or differences in affiliations’ names within the source data can all lead to variations in the results of the performance analysis [26].”
The Web of Science bibliographic database indexes more than 21,000 scientific journals.
“This bibliographic database indexes more than 21,000 scientific journals [31].”
From Teamwork and implementation of innovations in healthcare and human service settings: a systematic review (2024) · cites this paper as [31]
Scopus has the widest coverage in peer-reviewed scholarly journals and publications among bibliographic databases.
“the relevant academic publishing was collected from Scopus which has been supported as having the widest coverage in peer-reviewed scholarly journals and publications among bibliographic databases [21,22,23].”
From A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems (2023) · cites this paper as [23]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
WoS h-index without self-citations is both available and unavailable
MajorSection 4.3 says the option to view an h-index without self-citations is unavailable in WoS. Section 3.12 says WoS's Citation Report presents the h-index both with and without self-citations.
“Meanwhile, this option is not available in WoS.”
“The 'Create Citation Report' tool provides citation information for the investigated publication set, including h-index, which is presented both with and without self-citations, and its calculation graph.”
Scopus institutional-profile count differs by roughly 1,000-fold
MinorTable 1 lists approximately 70 million Scopus institutional profiles, while the text says there are more than 70,000. These are incompatible counts for the same type of profile.
“| Institutional profiles | ~70M | >5000 | [200] |”
“Currently, more than 70,000 institutional profiles are created and searchable in Scopus.”
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Accuracy of Funding Information in Scopus: A Comparative Case Study
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Miguel, S. E., de Oliveira, E. T., & Grácio, M. C. C. (2016) · Publications · doi:10.3390/publications4010001 · Cited by 70 · see citing works
Academic Evaluation: Universal Instrument? Tool for Development?
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Multiple versions of the h-index: cautionary use for formal academic purposes
da Silva, J. A. T., & Dobránszki, J. (2018) · Scientometrics · doi:10.1007/s11192-018-2680-3 · Cited by 70 · see citing works
Missing Author Address Information in Web of Science—An Explorative Study
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Research Assessment in the Humanities
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Baccini, A., & De Nicolao, G. (2016) · Scientometrics · doi:10.1007/s11192-016-1929-y · Cited by 68 · see citing works
Errors in DOI Indexing by Bibliometric Databases
Franceschini, F., Maisano, D., & Mastrogiacomo, L. (2015) · Scientometrics · doi:10.1007/s11192-014-1503-4 · Cited by 67 · see citing works
Systematic Analysis of Agreement between Metrics and Peer Review in the UK REF
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Chen, L.-X. (2017) · J. Informetrics · doi:10.1016/j.joi.2016.04.018 · Cited by 64 · see citing works
The Pricing of Open Access Journals: Diverse Niches and Sources of Value in Academic Publishing
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CiteScore Metrics: Creating Journal Metrics from the Scopus Citation Index
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On the Stability of Citation-Based Journal Rankings
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Which h-index? An exploration within the Web of Science
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D’Angelo, C. A., & van Eck, N. J. (2020) · Scientometrics · doi:10.1007/s11192-020-03410-y · Cited by 59 · see citing works
Sampling Issues in Bibliometric Analysis
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Olensky, M., Schmidt, M., & van Eck, N. J. (2016) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.23590 · Cited by 56 · see citing works
Citation-Based Journal Rankings: Key Questions, Metrics, and Data Sources
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Russian Index of Science Citation: Overview and review
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Orduña‐Malea, E., Martín‐Martín, A., & López‐Cózar, E. D. (2017) · Revista española de Documentación Científica · doi:10.3989/redc.2017.4.1500 · Cited by 55 · see citing works
An Evaluation of Web of Science, Scopus and Google Scholar Citations in Operations Management
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Schneider, J. W., Aagaard, K., & Bloch, C. W. (2015) · Research Evaluation · doi:10.1093/reseval/rvv036 · Cited by 54 · see citing works
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Okagbue, H. I., & Teixeira da Silva, J. A. (2020) · Scientometrics · doi:10.1007/s11192-020-03457-x · Cited by 52 · see citing works
Peer Review versus Bibliometrics: Which Method Better Predicts the Scholarly Impact of Publications?
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Raheel, M., Ayaz, S., & Afzal, M. T. (2018) · Scientometrics · doi:10.1007/s11192-017-2633-2 · Cited by 48 · see citing works
DOI errors and possible solutions for Web of Science
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Cross-metric compatability and inconsistencies of altmetrics
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Evaluating Research and Researchers by the Journal Impact Factor: Is It Better than Coin Flipping?
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Haddawy, P., Hassan, S.-U., Asghar, A., & Amin, S. (2016) · Journal of Informetrics · doi:10.1016/j.joi.2015.12.005 · Cited by 45 · see citing works
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Bates, J. A., Best, P., McQuilkin, J., & Taylor, B. J. (2016) · The Journal of Academic Librarianship · doi:10.1016/j.acalib.2016.11.003 · Cited by 44 · see citing works
Publish and Who Should Perish: You or Science?
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Tale of Three Databases: The Implication of Coverage Demonstrated for a Sample Query
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Critical Rationalism and the Search for Standard (Field-Normalized) Indicators in Bibliometrics
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Market Power of Publishers in Setting Article Processing Charges for Open Access Journals
Asai, S. (2020) · Scientometrics · doi:10.1007/s11192-020-03402-y · Cited by 41 · see citing works
Cortegiani, A., Ippolito, M., Ingoglia, G., Manca, A., Cugusi, L., Severin, A., Strinzel, M., Panzarella, V., Campisi, G., Lalu, M. M., et al. (2020) · F1000Research · doi:10.12688/f1000research.23847.2 · Cited by 41 · see citing works
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Special Issue on Bibliographic Data Sources
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Ranking authors using fractional counting of citations: An axiomatic approach
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Lim, M., & Øerberg, J. W. (2017) · Policy Reviews in Higher Education · doi:10.1080/23322969.2016.1236351 · Cited by 38 · see citing works
Yashuang, Q., Zhu, N., Zhai, Y., & Ding, Y. (2018) · Scientometrics · doi:10.1007/s11192-018-2693-y · Cited by 38 · see citing works
Predictive power of conference-related factors on citation rates of conference papers
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Zhang, N., Wan, S., Wang, P., Zhang, P., & Wu, Q. (2018) · Scientometrics · doi:10.1007/s11192-018-2786-7 · Cited by 37 · see citing works
Thelwall, M. (2016) · Journal of Informetrics · doi:10.1016/j.joi.2016.04.014 · Cited by 36 · see citing works
Ranjan, C. K. (2017) · Medical Journal Armed Forces India · doi:10.1016/j.mjafi.2017.03.008 · Cited by 36 · see citing works
Giménez-Toledo, E., Mañana-Rodríguez, J., & Sivertsen, G. (2017) · Research Evaluation · doi:10.1093/reseval/rvx007 · Cited by 36 · see citing works
The Effect of Open Access on Research Quality
van Vlokhoven, H. (2019) · Journal of Informetrics · doi:10.1016/j.joi.2019.04.001 · Cited by 36 · see citing works
Types of DOI errors of cited references in Web of Science with a cleaning method
Xu, S., Hao, L., An, X., Zhai, D., & Pang, H. (2019) · Scientometrics · doi:10.1007/s11192-019-03162-4 · Cited by 36 · see citing works
Controversial practice of rewarding for publications in national journals
Назаровець, С. А. (2020) · Scientometrics · doi:10.1007/s11192-020-03485-7 · Cited by 36 · see citing works
Influence of Omitted Citations on the Bibliometric Statistics of the Major Manufacturing Journals
Franceschini, F., Maisano, D., & Mastrogiacomo, L. (2015) · Scientometrics · doi:10.1007/s11192-015-1583-9 · Cited by 34 · see citing works
Fukuzawa, N., & Ida, T. (2015) · Scientometrics · doi:10.1007/s11192-015-1795-z · Cited by 34 · see citing works
DataCite as a Novel Bibliometric Source: Coverage, Strengths and Limitations
Robinson-Garcia, N., Mongeon, P., Jeng, W., & Costas, R. (2017) · Journal of Informetrics · doi:10.1016/j.joi.2017.07.003 · Cited by 34 · see citing works
Citation Success Index − An Intuitive Pair-Wise Journal Comparison Metric
Milojević, S., Radicchi, F., & Bar-Ilan, J. (2017) · Journal of Informetrics · doi:10.1016/j.joi.2016.12.006 · Cited by 33 · see citing works
Walters, W. H. (2017) · Journal of Informetrics · doi:10.1016/j.joi.2017.05.001 · Cited by 33 · see citing works
The scientific influence of nations on global scientific and technological development
Patelli, A., Cimini, G., Pugliese, E., & Gabrielli, A. (2017) · Journal of Informetrics · doi:10.1016/j.joi.2017.10.005 · Cited by 33 · see citing works
An Analysis of Discontinued Journals by Scopus
Krauskopf, E. (2018) · Scientometrics · doi:10.1007/s11192-018-2808-5 · Cited by 33 · see citing works
Built to last! Embedding open science principles and practice into European universities
Ignat, T., & Ayris, P. (2020) · Insights the UKSG journal · doi:10.1629/uksg.501 · Cited by 32 · see citing works
Bibliometric Indicators: Why Do We Need More than One?
Setti, G. (2013) · IEEE Access · doi:10.1109/access.2013.2261115 · Cited by 31 · see citing works
Do Scopus and WoS Correct “Old” Omitted Citations?
Franceschini, F., Maisano, D., & Mastrogiacomo, L. (2016) · Scientometrics · doi:10.1007/s11192-016-1867-8 · Cited by 31 · see citing works
Impact Factors and the Central Limit Theorem: Why Citation Averages Are Scale Dependent
Antonoyiannakis, M. (2018) · Journal of Informetrics · doi:10.1016/j.joi.2018.08.011 · Cited by 31 · see citing works
Hu, Z., Tian, W., Xu, S., Zhang, C., & Wang, X. (2018) · Journal of Informetrics · doi:10.1016/j.joi.2018.09.006 · Cited by 31 · see citing works
Measuring Open Access Publications: A Novel Normalized Open Access Indicator
Maddi, A. (2020) · Scientometrics · doi:10.1007/s11192-020-03470-0 · Cited by 31 · see citing works
Missing author address information in Web of Science—An explorative study
Liu, W., Hu, G., & Tang, L. (2018) · RePEc: Research Papers in Economics · Cited by 30 · see citing works
A comparison of the Web of Science and publication-level classification systems of science
Perianes‐Rodríguez, A., & Ruiz‐Castillo, J. (2016) · Journal of Informetrics · doi:10.1016/j.joi.2016.10.007 · Cited by 29 · see citing works
Comprehensive evaluation of h-index and its extensions in the domain of mathematics
Ghani, R., Qayyum, F., Afzal, M. T., & Maurer, H. A. (2019) · Scientometrics · doi:10.1007/s11192-019-03007-0 · Cited by 29 · see citing works
How Frequently Are Articles in Predatory Open Access Journals Cited
Björk, B., Kanto-Karvonen, S., & Harviainen, J. T. (2020) · RePEc: Research Papers in Economics · Cited by 29 · see citing works
Ferrer-Sapena, A., Sánchez-Pérez, E. A., Peset, F., González, L.-M., & Aleixandre-Benavent, R. (2016) · Research Evaluation · doi:10.1093/reseval/rvv041 · Cited by 27 · see citing works
All Along the h-Index-related Literature: A Guided Tour
Schubert, A. P., & Schubert, G. A. (2019) · Springer handbooks · doi:10.1007/978-3-030-02511-3_12 · Cited by 27 · see citing works
Huang, M., Shaw, W.-C., & Lin, C. (2019) · Scientometrics · doi:10.1007/s11192-019-03074-3 · Cited by 26 · see citing works
Vȋiu, G.-A. (2016) · Journal of Informetrics · doi:10.1016/j.joi.2016.04.010 · Cited by 25 · see citing works
Publication Modalities ‘Article in Press’ and ‘Open Access’ in Relation to Journal Average Citation
González-Betancor, S. M., & Dorta-González, P. (2019) · Scientometrics · doi:10.1007/s11192-019-03156-2 · Cited by 25 · see citing works
Loet Leydesdorff, A., Bornmann, L., & Ping, Z. (2016) · Journal of Informetrics · doi:10.1016/j.joi.2016.07.008 · Cited by 25 · see citing works
Trapp, J. (2016) · Australasian Physical & Engineering Sciences in Medicine · doi:10.1007/s13246-016-0478-2 · Cited by 24 · see citing works
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Sorted by citations
Literature reviews as independent studies: guidelines for academic practice
Kraus, S., Breier, M., Lim, W. M., Dabić, M., Kumar, S., Kanbach, D. K., Mukherjee, D., Corvello, V., Chousa, J. P., Liguori, E. W., et al. (2022) · Review of Managerial Science · doi:10.1007/s11846-022-00588-8 · Cited by 1,235 · see citing works
“…they can be summarized as follows: ● Search database (e.g., “Scopus” and/or “Web of Science”) can be defined based on justified evidence (e.g., by the two being the largest scientific databases of scholarly articles that can provide on-demand bibliographic data or records; Pranckutė 2021).”
BackgroundExplainable artificial intelligence (XAI) in finance: a systematic literature review
Černevičienė, J., & Kabašinskas, A. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-024-10854-8 · Cited by 458 · see citing works
“An extensive search of the Scopus and Web of Science (WOS) databases from 2005 to 2022 was conducted during the research due to their comprehensive coverage of finance and AI topics (Zhu and Liu 2020; Pranckutė 2021) applications.”
The Science of Literature Reviews: Searching, Identifying, Selecting, and Synthesising
Chigbu, U. E., Atiku, S. O., & Plessis, C. C. D. (2023) · Publications · doi:10.3390/publications11010002 · Cited by 387 · see citing works
Gao, B., Wang, Y., Xie, H., Hu, Y., & Hu, Y. (2023) · Sage Open · doi:10.1177/21582440231210759 · Cited by 244 · see citing works
Artificial intelligence for literature reviews: opportunities and challenges
Bolaños, F., Salatino, A., Osborne, F., & Motta, E. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-024-10902-3 · Cited by 246 · see citing works
“In snowballing, the researcher examines the references and citations of an initial group of papers (also known as seed papers) to identify additional articles.”
Corallo, A., Lazoi, M., Lezzi, M., & Luperto, A. (2022) · Computers in Industry · doi:10.1016/j.compind.2022.103614 · Cited by 238 · see citing works
A Review of Spectral Indices for Mangrove Remote Sensing
Tran, T. V., Reef, R., & Zhu, X. (2022) · Remote Sensing · doi:10.3390/rs14194868 · Cited by 215 · see citing works
Toward a sustainability organizational culture model
Assoratgoon, W., & Kantabutra, S. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.136666 · Cited by 281 · see citing works
Scopus 1900–2020: Growth in articles, abstracts, countries, fields, and journals
Thelwall, M. A., & Sud, P. (2022) · Quantitative Science Studies · doi:10.1162/qss_a_00177 · Cited by 225 · see citing works
“logical outcome of the standards that journals must meet to be indexed by Scopus (e.g., Baas, Schotten et al., 2020; Gasparyan & Kitas, 2021; Pranckutė, 2021; Schotten, Meester et al., 2017) and the Web of Science (WoS) (Birkle, Pendlebury et al.”
BackgroundSearch where you will find most: Comparing the disciplinary coverage of 56 bibliographic databases
Gusenbauer, M. (2022) · Scientometrics · doi:10.1007/s11192-022-04289-7 · Cited by 211 · see citing works
“BOK estimates confirm that both WOS CC and Scopus tend to cover more from the Life Sciences, Physical Sciences, and Health Sciences and less from the Social Sciences and Humanities than Google Scholar does (Pranckutė, 2021; Singh et al., 2021).”
BackgroundMethodInfluentialRegional disparities in Web of Science and Scopus journal coverage
Asubiaro, T., Onaolapo, S., & Mills, D. (2024) · Scientometrics · doi:10.1007/s11192-024-04948-x · Cited by 204 · see citing works
“Countries strategize to excel in the metrics and data used for preparing such reports and rankings (Frenken et al., 2017; Haddawy et al., 2017; Pranckutė, 2021).”
Hwang, B., Ngo, J., & Teo, J. Z. K. (2021) · Journal of Management in Engineering · doi:10.1061/(asce)me.1943-5479.0000986 · Cited by 191 · see citing works
Fu, Y., & Weng, Z. (2024) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2024.100306 · Cited by 195 · see citing works
Kumar, R. (2025) · Spectrum of Engineering and Management Sciences · doi:10.31181/sems31202535k · Cited by 179 · see citing works
Artificial Intelligence in Food Safety: A Decade Review and Bibliometric Analysis
Liu, Z., Wang, S., Zhang, Y., Feng, Y., Liu, J., & Zhu, H. (2023) · Foods · doi:10.3390/foods12061242 · Cited by 202 · see citing works
“, WoS was more suitable for large-scale bibliometric analysis with high reliability [27].”
MethodResearch Trends, Challenges, and Emerging Topics in Digital Forensics: A Review of Reviews
Casino, F., Dasaklis, T. K., Spathoulas, G. P., Αναγνωστόπουλος, Μ., Ghosal, A., Borocz, I. M., Solanas, A., Conti, M., & Patsakis, C. (2022) · IEEE Access · doi:10.1109/access.2022.3154059 · Cited by 167 · see citing works
“scope [22], while Google was used to locate relevant standards and best practices (grey literature).”
MethodErensoy, A., Mathrani, A., Schnack, A., Elms, J., & Baghaei, N. (2024) · Journal of Consumer Behaviour · doi:10.1002/cb.2374 · Cited by 188 · see citing works
Lavado-Anguera, S., Velasco-Quintana, P.-J., & Terrón-López, M.-J. (2024) · Education Sciences · doi:10.3390/educsci14060617 · Cited by 152 · see citing works
“Two databases were selected for their relevance in the field of education [23,24] and their worldwide reach as well as their allowing extracted data to be easily stored in CSV format, facilitating subsequent analysis: Web of Science and SCOPUS.”
MethodThe ethical issues of social assistive robotics: A critical literature review
Boada, J. P., Maestre, B. R., & Carme Torras, A. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101726 · Cited by 151 · see citing works
“Scopus, this database is one of the major and most comprehensive ones [94].”
BackgroundAnalysis and ranking of corrosion causes for water pipelines: a critical review
Farh, H. M. H., Seghier, M. E. A. B., Taiwo, R., & Zayed, T. M. (2023) · npj Clean Water · doi:10.1038/s41545-023-00275-5 · Cited by 144 · see citing works
Jangid, H., Singh, S., Kashyap, P., Singh, A. K., & Kumar, G. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2024.1438227 · Cited by 143 · see citing works
“It ’ s timely updates and trustworthy data outlets guarantee the accurate tracking of the most recent research trends (Schotten et al., 2018; Pranckut ė , 2021).”
BackgroundA Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems
Gu, X., Sabrina, F., Fan, Z., & Sohail, S. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20156539 · Cited by 139 · see citing works
Peng, Y., Welden, N. A. C., & Renaud, F. G. (2022) · Journal of Environmental Management · doi:10.1016/j.jenvman.2022.116682 · Cited by 133 · see citing works
A transition perspective on Energy Communities: A systematic literature review and research agenda
Lode, M. L., Boveldt, G. T., Coosemans, T., & Camargo, L. R. (2022) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2022.112479 · Cited by 136 · see citing works
Dorji, T., Rinchen, K., Morrison‐Saunders, A., Blake, D., Banham, V. F., & Pelden, S. (2024) · Environmental Management · doi:10.1007/s00267-024-02032-x · Cited by 129 · see citing works
“Literature was searched in Scopus database, which is one of the most popular, credible, and used bibliographic databases (Pranckut ė 2021; Mongeon and Adèle Paul-Hus 2015) and is also the “ largest single abstract and indexing database ever built ” (Burnham 2006, p. 1).”
An Analysis of Research Trends for Using Artificial Intelligence in Cultural Heritage
Gîrbacia, F. (2024) · Electronics · doi:10.3390/electronics13183738 · Cited by 127 · see citing works
Agent-based models in urban transportation: review, challenges, and opportunities
Bastarianto, F. F., Hancock, T. O., Choudhury, C. F., & Manley, E. (2023) · European Transport Research Review · doi:10.1186/s12544-023-00590-5 · Cited by 126 · see citing works
“Scopus is used because it is an academic database that provides a broader coverage of scientific resource collections and has better metrics than other academic databases [34].”
MethodGeoheritage and Geosites: A Bibliometric Analysis and Literature Review
Herrera-Franco, G., Carrión-Mero, P., Montalván-Burbano, N., Caicedo‐Potosí, J., & Berrezueta, É. (2022) · Geosciences · doi:10.3390/geosciences12040169 · Cited by 125 · see citing works
“In this work, the use of Scopus and WoS is due to their rigorous process in collecting scientific contributions [55,225].”
BackgroundMethodMetaverse Chronicles: A Bibliometric Analysis of Its Evolving Landscape
Wider, W., Jiang, L., Lin, J., Fauzi, M. A., Li, J., & Chan, C. K. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2227825 · Cited by 147 · see citing works
“Although employing a single database, WoS is considered the most robust and reliable database in the world, thus ensuring that all the articles are of high quality (Pranckut _ e, 2021).”
Akarsu, T., Marvi, R., & Foroudi, P. (2022) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-11-2021-1441 · Cited by 98 · see citing works
Review on 100% Renewable Energy System Analyses—A Bibliometric Perspective
Khalili, S., & Breyer, C. (2022) · IEEE Access · doi:10.1109/access.2022.3221155 · Cited by 119 · see citing works
“Thus, WoS was sorted out, and Scopus was used as the data source [49].”
MethodSecundo, G., Spilotro, C., Gast, J., & Corvello, V. (2024) · Review of Managerial Science · doi:10.1007/s11846-024-00828-z · Cited by 115 · see citing works
“Scopus was chosen as the sci-1 entific database for document extraction because of its broad coverage of academic research; it includes more than 20,000 peer-reviewed scientific publications (Mishra et al. 2017 ) and spans a wide range of multidisciplinary areas (Pranckutė 2021 ).”
Sustainability Reporting through Environmental, Social, and Governance: A Bibliometric Review
Bosi, M. K., Lajuni, N., Wellfren, A. C., & Lim, T. S. (2022) · Sustainability · doi:10.3390/su141912071 · Cited by 149 · see citing works
“…provides broader content coverage, availability of authors’ and institutional information, better interface, impactful indicators, and less susceptibility to manipulation [40]. of authors’ institutional information, better interface, impactful indicators, and less susceptibility manipulation [40].”
BackgroundThe tribes in the field of servitization: Discovering latent streams across 30 years of research
Rabetino, R., Kohtamäki, M., Brax, S. A., & Sihvonen, J. (2021) · Industrial Marketing Management · doi:10.1016/j.indmarman.2021.04.005 · Cited by 110 · see citing works
“Besides the best coverage, Scopus has the best quality management processes, is continuously updated, and offers the most versatile search options (Pranckutė, 2021).”
Metaverse for Sustainable Development in a bibliometric analysis and systematic literature review
Johri, A., Joshi, P., Kumar, S., & Joshi, G. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.140610 · Cited by 108 · see citing works
Aravantinos, S., Lavidas, K., Voulgari, I., Papadakis, S., Karalis, T., & Komis, V. (2024) · Education Sciences · doi:10.3390/educsci14070744 · Cited by 110 · see citing works
Development of sustainable water infrastructure: A proper understanding of water pipe failure
Taiwo, R., Shaban, I. A., & Zayed, T. M. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.136653 · Cited by 106 · see citing works
Khaw, T. Y., Amran, A., & Teoh, A. P. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.141430 · Cited by 119 · see citing works
Jing, Y., Zhao, L., Zhu, K., Wang, H., Wang, C., & Xia, Q. (2023) · Sustainability · doi:10.3390/su15043115 · Cited by 136 · see citing works
Vishwakarma, L. P., Singh, R. K., Mishra, R., & Kumari, A. (2023) · International Journal of Production Research · doi:10.1080/00207543.2023.2188101 · Cited by 103 · see citing works
“Pranckut˙e (2021) highlights that the Web of Science and Scopus are the two most trusted and reliable extensive databases in the field of academia.”
Intelligent systems using triboelectric, piezoelectric, and pyroelectric nanogenerators
Askari, H., Xu, N., Barbosa, B. H. G., Huang, Y., Chen, L., Khajepour, A., Chen, H., & Wang, Z. L. (2022) · Materials Today · doi:10.1016/j.mattod.2021.11.027 · Cited by 98 · see citing works
Gamification for behavior change: A scientometric review
Bassanelli, S., Vasta, N., Bucchiarone, A., & Marconi, A. (2022) · Acta Psychologica · doi:10.1016/j.actpsy.2022.103657 · Cited by 110 · see citing works
Pérez, E. M. G., Manca, S., Fernández-Pascual, R., & Guckin, C. M. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-11647-2 · Cited by 160 · see citing works
“The Web of Science (WoS) was used as a search database in this study since it is the most important bibliometric database (Pranckutė, 2021), whereas ERIC on EBSCO databases was used as a subject specific database in education research (ERIC, https:// eric. ed. gov/? faq).”
MethodGame Difficulty Adaptation and Experience Personalization: A Literature Review
Paraschos, P. D., & Koulouriotis, D. E. (2022) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2021.2020008 · Cited by 99 · see citing works
“However, Pranckut _ e (2021) illustrated that this database is less reliable than the WoS and Scopus as it is prone to false data manipulation.”
MethodDuque-Acevedo, M., Lancellotti, I., Andreola, F., Barbieri, L., Ureña, L. J. B., & Camacho‐Ferre, F. (2022) · Environmental Sciences Europe · doi:10.1186/s12302-022-00655-7 · Cited by 95 · see citing works
Digital twin-enabled smart facility management: A bibliometric review
Hakimi, O., Liu, H., & Abudayyeh, O. Y. (2023) · Frontiers of Engineering Management · doi:10.1007/s42524-023-0254-4 · Cited by 93 · see citing works
“To achieve smart FM, asset management must be integrated from the design and construction phase to the O&M phase and be digitalized (Al-Kasasbeh et al., 2020; 2021).”
MethodResponse Surface Methodology Using Observational Data: A Systematic Literature Review
Hadiyat, M. A., Sopha, B. M., & Wibowo, B. S. (2022) · Applied Sciences · doi:10.3390/app122010663 · Cited by 94 · see citing works
Shekarchi, M., Ahmadi, B., Azarhomayun, F., Shafei, B., & Kioumarsi, M. (2023) · Construction and Building Materials · doi:10.1016/j.conbuildmat.2023.133766 · Cited by 89 · see citing works
Agent-based simulation for pedestrian evacuation: A systematic literature review
Senanayake, G. P. D. P., Kieu, M., Zou, Y., & Dirks, K. N. (2024) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2024.104705 · Cited by 88 · see citing works
Refugee entrepreneurship: systematic and thematic analyses and a research agenda
Abebe, S. A. (2022) · Small Business Economics · doi:10.1007/s11187-022-00636-3 · Cited by 86 · see citing works
“318 Refugee entrepreneurship: systematic and thematic analyses and a research agenda 1 3 Vol.: (0123456789) academic influence (Pranckutė, 2021).”
BackgroundEmployer and internal branding research: a bibliometric analysis of 25 years
Saini, G. K., Lievens, F., & Srivastava, M. C. (2022) · Journal of Product & Brand Management · doi:10.1108/jpbm-06-2021-3526 · Cited by 85 · see citing works
Belahouaoui, R., & Attak, E. H. (2024) · Accounting Research Journal · doi:10.1108/arj-12-2023-0372 · Cited by 146 · see citing works
Radu, E., Dima, A., Dobrotă, E. M., Badea, A.-M., Madsen, D. Ø., Dobrin, C. O., & Stanciu, S. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e18232 · Cited by 83 · see citing works
“Objects with a high degree of resemblance should be placed close together, whilst items with a low degree of similarity should be placed apart [93].”
BackgroundMethodFragomeli, R., Annunziata, A., & Punzo, G. (2024) · Sustainability · doi:10.3390/su16062425 · Cited by 99 · see citing works
Tamasiga, P., Ouassou, E. H., Onyeaka, H. N., Bakwena, M., Happonen, A., & Molala, M. (2023) · Journal of Agriculture and Food Research · doi:10.1016/j.jafr.2023.100819 · Cited by 96 · see citing works
Life Cycle Assessment Research Trends and Implications: A Bibliometric Analysis
Moutik, B., Summerscales, J., Graham‐Jones, J., & Pemberton, R. (2023) · Sustainability · doi:10.3390/su151813408 · Cited by 80 · see citing works
“WoS and Scopus stand as two universally acknowledged and competitive citation databases, essential for diverse research purposes [68,69].”
Overtourism and sustainability: A bibliometric study (2018–2021)
Santos-Rojo, C., Amorós, M. P. L., & García-García, J. M. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.122285 · Cited by 79 · see citing works
Impact investment for sustainable development: A bibliometric analysis
Shome, S., Hassan, M. K., Verma, S. R., & Panigrahi, T. R. (2022) · International Review of Economics & Finance · doi:10.1016/j.iref.2022.12.001 · Cited by 77 · see citing works
Mapping the environmental, social and governance literature: a bibliometric and content analysis
Jain, K., & Tripathi, P. S. (2023) · Journal of strategy and management · doi:10.1108/jsma-05-2022-0092 · Cited by 77 · see citing works
What do we know about ESG and risk? A systematic and bibliometric review
Giuli, M. E. D., Grechi, D., & Tanda, A. (2023) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.2624 · Cited by 77 · see citing works
Determinants of financial literacy: a systematic review and future research directions
Rehman, K., & Mia, M. A. (2024) · Future Business Journal · doi:10.1186/s43093-024-00365-x · Cited by 77 · see citing works
“Scopus offers a broader range of journals compared to other reputable databases such as the Web of Science [65, 66], ensuring a more extensive and diverse selection of studies crucial for a thorough and accurate review [67].”
BackgroundThe smart green tide: A bibliometric analysis of AI and renewable energy transition
Gao, D., Cai, J., & Wu, K. M. (2025) · Energy Reports · doi:10.1016/j.egyr.2025.04.052 · Cited by 80 · see citing works
Consumer Response to Novel Foods: A Review of Behavioral Barriers and Drivers
Günden, C., Atakan, P., Yercan, M., Mattas, K. A., & Knez, M. (2024) · Foods · doi:10.3390/foods13132051 · Cited by 76 · see citing works
“To obtain a bird’s-eye view of existing studies on the consumer response to novel foods, the Web of Science and Scopus databases were used, as both allow advanced searches on speci fi c topics, stipulate certain quality criteria, and include only peer-reviewed journals [42].”
BackgroundMethodChung, S., Moon, S., Kim, J.-H., Kim, J., Lim, S. P., & Chi, S. (2023) · Automation in Construction · doi:10.1016/j.autcon.2023.105020 · Cited by 75 · see citing works
The transition towards a circular economy. A framework for SMEs
Gennari, F. (2022) · Journal of Management & Governance · doi:10.1007/s10997-022-09653-6 · Cited by 85 · see citing works
“Compared to Scopus, WoS provides more thorough coverage of older literature (Pranckute, 2021).”
MethodLiterature review of digital twin in healthcare
Machado, T. M., & Berssaneti, F. T. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e19390 · Cited by 73 · see citing works
“These databases were chosen because IEEE is the leading academic database in the field of engineering and computer science, and Scopus and Web of Science are two of the biggest commercial, bibliographic databases covering almost any discipline [42,43].”
MethodDima, A., Bugheanu, A.-M., Dinulescu, R., Potcovaru, A.-M., Stefanescu, C. A., & Marin, I. (2022) · Sustainability · doi:10.3390/su14031326 · Cited by 72 · see citing works
Anugerah, A. R., Muttaqin, P. S., & Trinarningsih, W. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e09270 · Cited by 72 · see citing works
“Kim et al. (2011) Structural investigation of supply networks: A Social Network Analysis approach 389”
Generative adversarial networks in construction applications
Chai, P., Hou, L., Zhang, G., Tushar, Q., & Zou, Y. (2024) · Automation in Construction · doi:10.1016/j.autcon.2024.105265 · Cited by 77 · see citing works
A Scientometric Analysis of Deep Learning Approaches for Detecting Fake News
Dhiman, P., Kaur, A., Iwendi, C., & Mohan, S. (2023) · Electronics · doi:10.3390/electronics12040948 · Cited by 70 · see citing works
Essential oil encapsulation by electrospinning and electrospraying using food proteins: A review
Pires, J. B., dos Santos, F. N., Costa, I. H. D. L., Kringel, D. H., Zavareze, E. D. R., & Dias, Á. R. G. (2023) · Food Research International · doi:10.1016/j.foodres.2023.112970 · Cited by 69 · see citing works
Heubeck, T. (2023) · Management Review Quarterly · doi:10.1007/s11301-023-00359-z · Cited by 72 · see citing works
“During the second phase of the SLR, the three largest scientific databases—Sco-pus, Web of Science, and EBSCOhost—were searched for English-language, peer-reviewed journal articles (Pranckutė 2021; Kraus et al. 2022).”
Maghsoudi, M., Shokouhyar, S., Ataei, A., Ahmadi, S., & Shokoohyar, S. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.138472 · Cited by 69 · see citing works
Samala, A. D., Rawas, S., Criollo-C, S., Bojić, L., Prasetya, F., Ranuharja, F., & Marta, R. (2024) · SN Computer Science · doi:10.1007/s42979-024-03538-1 · Cited by 85 · see citing works
“The Scopus data-base is utilized for its extensive coverage of high-quality academic literature, ensuring the review includes a broad and credible range of sources [87].”
McGuier, E. A., Kolko, D. J., Aarons, G. A., Schachter, A., Klem, M. L., Diabes, M. A., Weingart, L. R., Salas, E., & Wolk, C. B. (2024) · Implementation Science · doi:10.1186/s13012-024-01381-9 · Cited by 70 · see citing works
“This bibliographic database indexes more than 21,000 scientific journals [31].”
BackgroundMachine Learning for Industry 4.0: A Systematic Review Using Deep Learning-Based Topic Modelling
Mazzei, D., & Ramjattan, R. (2022) · Sensors · doi:10.3390/s22228641 · Cited by 69 · see citing works
Kwong, R., Kwok, M. L. J., & Wong, H. S.-M. (2023) · Sustainability · doi:10.3390/su152014683 · Cited by 68 · see citing works
Handling a complex agenda: A review and assessment of methods to analyse SDG entity interactions
Horvath, S.-M., Muhr, M. M., Kirchner, M., Toth, W., Germann, V., Hundscheid, L., Vacik, H., Scherz, M., Kreiner, H., Fehr, F., et al. (2022) · Environmental Science & Policy · doi:10.1016/j.envsci.2022.01.021 · Cited by 67 · see citing works
Koo, M., & Lin, S. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e16780 · Cited by 77 · see citing works
“It is one of the most comprehensive database platforms available for determining citation and is widely used in bibliometric studies [21,22].”
BackgroundA systematic review on the ecosystem services provided by green infrastructure
Jato‐Espino, D., Capra-Ribeiro, F., Moscardó, V., Pino, L. E. B. D., Mayor-Vitoria, F., Gallardo, L. O., Carracedo, P., & Dietrich, K. (2023) · Urban forestry & urban greening · doi:10.1016/j.ufug.2023.127998 · Cited by 67 · see citing works
Wearable Biosensor Technology in Education: A Systematic Review
Hernández-Mustieles, M. A., Lima-Carmona, Y. E., Pacheco, M., Mendoza-Armenta, A. A., Romero-Gómez, J. E., Cruz-Gómez, C. F., Rodríguez-Alvarado, D. C., Cruz-Garza, J. G., Arceo, A., Ramírez-Moreno, M. A., et al. (2024) · Sensors · doi:10.3390/s24082437 · Cited by 76 · see citing works
The Integration of AI and Metaverse in Education: A Systematic Literature Review
Almeman, K., Ayeb, F. E., Berrima, M., Issaoui, B., & Morsy, H. (2025) · Applied Sciences · doi:10.3390/app15020863 · Cited by 93 · see citing works
The State of Research in Green Marketing: A Bibliometric Review from 2005 to 2022
Bhardwaj, S., Nair, K., Tariq, M. U., Ahmad, A., & Chitnis, A. (2023) · Sustainability · doi:10.3390/su15042988 · Cited by 82 · see citing works
Dynamic difficulty adjustment approaches in video games: a systematic literature review
Mortazavi, F., Moradi, H., & Vahabie, A. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18768-x · Cited by 72 · see citing works
“Moreover, these resources encompass a broad spectrum of academic subjects [33], making them highly suitable for our research.”
Naiseh, M., Clark, J. R., Akarsu, T. N., Hanoch, Y., Brito, M. P., Wald, M., Webster, T., & Shukla, P. (2024) · AI & Society · doi:10.1007/s00146-024-01895-2 · Cited by 71 · see citing works
“For our study, we selected Web of Science (WoS) as a bibliographic database, recognised for its comprehensive coverage for multiple disciplines 1 (e.g. Maisonobe 2022; Pranckute 2021).”
Fauzi, M. A., Alias, U. N., Tan, C. N.-L., Wider, W., Mukherjee, S., Al‐Adwan, A. S., & Udang, L. N. (2025) · Journal of Information & Knowledge Management · doi:10.1142/s0219649225500406 · Cited by 64 · see citing works
Mapping Knowledge Area Analysis in E-Learning Systems Based on Cloud Computing
Dima, A., Bugheanu, A.-M., Dinulescu, R., & Madsen, D. Ø. (2022) · Electronics · doi:10.3390/electronics12010062 · Cited by 63 · see citing works
Omeka, M. E., Ezugwu, A. L., Agbasi, J. C., Egbueri, J. C., Abugu, H. O., Aralu, C. C., & Ucheana, I. A. (2024) · Environmental Science and Pollution Research · doi:10.1007/s11356-024-32552-2 · Cited by 68 · see citing works
“Because WoS and Scopus databases are widely recognized as the most extensive sources of bibliographic data (Zhu and Liu 2020; Pranckutė 2021), they were selected as the preferred databases for this study.”
Corte, V. D., Gaudio, G. D., Sepe, F., & Luongo, S. (2021) · Sustainability · doi:10.3390/su132212632 · Cited by 62 · see citing works
Chowdhuri, I., & Pal, S. C. (2025) · Soil and Tillage Research · doi:10.1016/j.still.2024.106442 · Cited by 75 · see citing works
Investment Intention and Decision Making: A Systematic Literature Review and Future Research Agenda
Hassan, N. C., Abdul-Rahman, A., Amin, S. I. M., & Hamid, S. N. A. (2023) · Sustainability · doi:10.3390/su15053949 · Cited by 61 · see citing works
“Clarivate Web of Science was selected as the database for document collection because it is a very comprehensive bibliographic data source [51–53]; it is considered the most reliable database for publica ‐ tions and citations in the world [54].”
BackgroundMethodSmart Grids and Sustainability: The Impact of Digital Technologies on the Energy Transition
Campana, P., Censi, R., Ruggieri, R., & Amendola, C. (2025) · Energies · doi:10.3390/en18092149 · Cited by 61 · see citing works
Building a safer future: Analysis of studies on safety I and safety II in the construction industry
Sarvari, H., Edwards, D. J., Rillie, I., & Posillico, J. J. (2024) · Safety Science · doi:10.1016/j.ssci.2024.106621 · Cited by 60 · see citing works
Recycled Materials in Construction: Trends, Status, and Future of Research
Wu, J., Ye, X., & Cui, H. (2025) · Sustainability · doi:10.3390/su17062636 · Cited by 65 · see citing works
Industry 4.0 Technologies and Their Impact in Contemporary Logistics: A Systematic Literature Review
Efthymiou, O. Κ., & Ponis, S. T. (2021) · Sustainability · doi:10.3390/su132111643 · Cited by 72 · see citing works
“Actually, the fact that SCO‐ PUS provides wider overall coverage as compared to WoS CC was confirmed multiple times, both by early works and also by the most recent content coverage comparisons, such as the one by Pranckute [19].”
ResultKapousizis, G., Ulak, M. B., Geurs, K., & Havinga, P. (2022) · Transport Reviews · doi:10.1080/01441647.2022.2122625 · Cited by 58 · see citing works
“This review employed the two major and most comprehensive academic databases (Pranckutė, 2021) –Scopus and Web of Science– and the Google Scholar engine for 432 G.”
BackgroundMethodA Review on Key Innovation Challenges for Smart City Initiatives
José, R., & Rodrigues, H. (2024) · Smart Cities · doi:10.3390/smartcities7010006 · Cited by 58 · see citing works
Goktas, P. (2024) · Journal of Decision Systems · doi:10.1080/12460125.2024.2410042 · Cited by 56 · see citing works
Bibliometric Analysis of the Green Deal Policies in the Food Chain
Popescu, D. V., Dima, A., Radu, E., Dobrotă, E. M., & Dumitrache, V. M. (2022) · Amfiteatru Economic · doi:10.24818/ea/2022/60/410 · Cited by 55 · see citing works
“The Web of Science Main Collection is a very comprehensive bibliographic data source, and provides the best coverage depth, especially regarding citations (Pranckutė, 2021).”
BackgroundVargas-Merino, J. A., Ríos-Lama, C. A., & Panez-Bendezú, M. H. (2023) · Sustainability · doi:10.3390/su15108401 · Cited by 67 · see citing works
- Authors
- Pranckutė, R.
- Affiliations
- Vilnius Gediminas Technical University (LT)
- Corresponding author
- Pranckutė, Raminta
- ORCID
- Pranckutė, Raminta
- Venue
- Publications
- Publisher
- MDPI AG
- Published
- 2021-03-12
- Volume
- 9
- Issue
- 1
- Pages
- 12
- ISSN
- 2304-6775 (ISSN-L)
- OpenAlex
- W3137875885
- Semantic Scholar
- 8e73dc7cde11952a410feac65a52ad99e27090e3
- Cited by
- 2,696
- References
- 246
- Citations by year
- 2026: 753 · 2025: 771 · 2024: 574 · 2023: 373 · 2022: 187 · 2021: 37
- FWCI
- 169.20
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Publications (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Physical Sciences › Computer Science › Information Systems › Library Science and Information
- Physical Sciences › Computer Science › Information Systems › Web visibility and informetrics
- Keywords
- Web of Science, Scopus, bibliographic databases, database comparison, database coverage, bibliometric indicators, research evaluation, bibliographic metadata, citation data, database selection
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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