Core Elements in the Process of Citing Publications: Conceptual Overview of the Literature
Open accessAbstract
Abstract This study provides a conceptual overview of the literature dealing with the process of citing documents (focusing on the literature from the recent decade). It presents theories, which have been proposed for explaining the citation process, and studies having empirically analyzed this process. The overview is referred to as conceptual, because it is structured based on core elements in the citation process: the context of the cited document, processes from selection to citation of documents, and the context of the citing document. The core elements are presented in a schematic representation. The overview can be used to find answers on basic questions about the practice of citing documents. Besides understanding of the process of citing, it delivers basic information for the proper application of citations in research evaluation.
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TL;DR
This conceptual overview synthesizes literature on the citation process, organizing it around three core elements: the cited document, the process from selection to citation, and the citing document. It catalogs citation theories, document/author/journal features, reasons to cite, and decision rules, and argues the framework can inform interpretation of citation analyses in research evaluation.
Key findings
- The citation process is structured into three core elements: the cited document, processes from selection to citation, and the citing document; each element includes document, author, and journal features as well as document values (epistemic, functional, conditional, social, emotional).
- The paper lists 13 main reasons to cite, including classical/founder, persuasive, affirmational, perfunctory, critical/negational, methodological/operational, background reading, understanding, conceptual, claiming, alerting, contrastive, and assumptive; it also describes decision rules such as elimination, multiple-criteria, dominance, scarcity, satisfice, and chain.
- Empirical examples include Frandsen and Nicolaisen (2017), who compared 67,578 pairs of studies and found that documents selected for citation had on average about three times as many citations as unselected documents; Catalini et al. (2015) identified 2.4% of citations in the *Journal of Immunology* as negative.
- Citation-location findings include Bornmann and Daniel (2008a), who reported 32% of citations in introductions, 24% in methods, 13% in results, and 31% in discussions; Cano (1989) reported the highest citation concentration in the first 15% of the citing document, with perfunctory citations comprising 33% there and organic citations 32% in the middle and 41% at the end.
Methods
- Conceptual overview of the literature; the search was conducted in 2017 and included all document types.
- Search steps: first, tables of contents of information science journals (*Journal of Documentation*, *Scientometrics*, *Journal of the Association for Information Science and Technology*, *Journal of Informetrics*); second, reference lists of prior reviews; then bibliogram-derived keywords searched in Web of Science, Scopus, PubMed, and Google Scholar, plus identification of citing publications for highly cited papers.
- The synthesis is structured around three core elements and presented in a schematic representation (Figure 1).
Limitations
- The paper states it was not planned as a complete review of the extensive literature; it focuses on historical landmark papers and literature published in recent years (since 2008).
- Evident from the text: it is a conceptual, narrative overview rather than a systematic review, with no reported formal quality appraisal, meta-analysis, or exhaustive search protocol.
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- Findingreasoning§ 4 Discussion · p. 31
There is a lack of information regarding the relationship between features of citing documents and citations and how these features influence document selection and citation.
“there is a lack of information regarding the relationship between features of citing documents and citations and how these features influence document selection and citation”
Quote in the paperSubstantial claim - Premisecitation§ 3.1.1 Document features · p. 8
Several characteristics of a document's title and abstract may be less or more attractive for different readers.
“Several studies have indicated that some characteristics of a document's title and abstract might be less or more attractive for different readers.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation§ 3.1.1 Document features · p. 8
Citing authors assess selected documents based on several criteria described in previous studies.
“Generally, citing authors assess selected documents based on several criteria, which are described in some previous studies (Wang and White, 1999, Tahamtan et al., 2016, Wang and Soergel, 1998).”
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- cites Tahamtan et al., 2016 source
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- cites Wang and Soergel, 1998
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- Premisecitation§ 3.1.1 Document features · p. 8
Title, abstract, and keywords are among the elements according to which the value of a document is primarily assessed.
“Title, abstract, and keywords are among the elements according to which the value of a document is primarily assessed.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ 3.1.1 Document features · p. 8
Citing authors select or reject a document based on its title, abstract, and/or keywords.
“Thus, citing authors select or reject a document based on its title, abstract, and/or keywords.”
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- Interpretationreasoning§ 3.1.1 Document features · p. 8
If the citing authors perceive title, abstract, and keywords as relevant, the document's full text has a chance of being cited.
“If the citing authors perceive these elements as relevant, the document's full text has a chance of being cited.”
Quote in the paperNot a substantial claim - Premisenone given§ 3.1.1 Document features · p. 10
In a time of broad access to citation indexes, authors tend to cite documents that receive their initial citations very soon after publication.
“In a time of broad access to citation indexes, authors tend to cite documents that receive their initial citations very soon after publication.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.1 Document features · p. 9
Accessibility and visibility are mentioned in a large number of studies as impacting on citation decisions.
“Accessibility and visibility are mentioned in a large number of studies as impacting on citation decisions (Henneken et al., 2006, Rees et al., 2012, Yue and Wilson, 2004).”
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- cites Rees et al., 2012
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- cites Yue and Wilson, 2004
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- Premisecitation§ 3.1.3 Journal features · p. 12
Documents published in journals of the Nature publishing group receive high recognition among the scientific community.
“For instance, documents which are published in journals of the Nature publishing group receive high recognition among the scientific community (Vanclay, 2013).”
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- Premisecitation§ 3.1.2 Author features · p. 11
Documents published by authors from the US receive more attention than documents from other countries.
“For instance, documents published by authors from the US receive more attention than documents from other countries (Patterson and Harris, 2009).”
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- Premisecitation§ 3.1.3 Journal features · p. 13
The scope of a journal (specialized versus general and local versus international) results in its receiving more or less attention.
“The scope of a journal (specialized versus general and local versus international) results in its receiving more or less attention.”
Quote in the paperNot a substantial claim - Premisenone given§ 3.1.3 Journal features · p. 12
Citing authors tend to look at documents in the few journals that are prominent in the scientific field.
“Citing authors tend to look at documents in the few journals that are prominent in the scientific field.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.4 Document values · p. 13
Document values underlie the citing author's decision about whether or not to consider a particular document further.
“Document values underlie the citing author's decision about whether or not to consider a particular document further (Wang and Soergel, 1998, Wang and White, 1999).”
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- cites Wang and White, 1999
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- Premisecitation§ 3.1.2 Author features · p. 12
International and national collaboration of authors lead to higher recognition of documents.
“International and national collaboration of authors lead to higher recognition of documents (Bornmann et al., 2014).”
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- Premisecitation§ 3.1.2 Author features · p. 11
Documents written by authors from specific countries, with specific races, and specific gender are selected for citing more frequently than others.
“Documents written by authors from specific countries, with specific races, and specific gender are selected for citing more frequently than others (Tahamtan et al., 2016).”
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- Premisecitation§ 3.1.3 Journal features · p. 12
The centrality of a journal to a field might mean that a weak document in a prestigious journal receives a considerable number of citations.
“The centrality of a journal to a field might mean that a weak document in a prestigious journal receives a considerable number of citations (Callaham et al., 2002).”
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- Premisecitation§ 3.1.2 Author features · p. 12
Authors sometimes cite a document because its author is expected to be a referee of their developed product.
“It also happens that authors cite a document because its author is expected to be a referee of their developed product (Wang and White, 1999).”
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- Premisecitation§ 3.1.1 Document features · p. 9
Other document features that are considered by citing authors include orientation and level.
“Other document features that are considered by citing authors include orientation and level (Wang and Soergel, 1998).”
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- Premisecitation§ 3.1.1 Document features · p. 11
The citation performance of the cited references can be correlated with the citation counts.
“In addition, the citation performance of the cited references can be correlated with the citation counts (Bornmann et al., 2012).”
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- Premisecitation§ 3.1.2 Author features · p. 12
The relation of citing author and cited document's author is influential in selecting and citing a document.
“The relation of citing author and cited document's author is influential in selecting and citing a document.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.2 Author features · p. 11
The organizational context of the document's author(s) affects the citing author's perception of the document's value.
“The organizational context of the document's author(s) affects the citing author's perception of the document's value.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.1 Document features · p. 11
Cited references with higher impact would probably result in a higher impact of the citing document.
“Cited references with higher impact would probably result in a higher impact of the citing document (Didegah and Thelwall, 2013).”
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- Premisecitation§ 3.1.1 Document features · p. 9
Citing authors most often assess orientation and level by title, abstract, table of content, and/or journal.
“Citing authors most often assess orientation and level by title, abstract, table of content, and/or journal (Wang and Soergel, 1998).”
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- Premisecitation§ 3.1.2 Author features · p. 11
The nationality, race, age, and gender are among the author's features by which the document value is assessed.
“The nationality, race, age, and gender are also among the author's features by which the document value is assessed (Tahamtan et al., 2016).”
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- Premisecitation§ 3.1.1 Document features · p. 9
Citing authors frequently assess quality based on the prestige of a document's journal, authors, institutions, and its citation status.
“Citing authors frequently assess quality based on the prestige of a document's journal, authors, institutions, and its citation status (whether it has been already cited by others) (Wang and Soergel, 1998).”
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- Premisereasoning§ 3.1.3 Journal features · p. 12
The journal spectrum (centrality of the journal to the field) is one of the features by which documents are evaluated.
“The journal spectrum (centrality of the journal to the field) is one of the features by which documents are evaluated.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.1 Document features · p. 9
Authors tend to read and cite specific types of documents, such as reviews or methodological studies.
“Authors tend to read and cite specific types of documents, such as reviews or methodological studies.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.2 Author features · p. 12
A document that originates from a person or an organization which has a specific meaning for the citing author, such as friends, advisors, course professors, or former employers, is more likely to be read by the citing author.
“A document that originates from a person or an organization which has a specific meaning for the citing author, such as friends, advisors, course professors, or former employers, is more likely to be read by the citing author (Wang and Soergel, 1998).”
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- Premisecitation§ 3.1.1 Document features · p. 9
Accessibility of a document is a major criterion for assessing a document's value.
“Accessibility of a document is also a major criterion for assessing a document's value.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.1.2 Author features · p. 11
Authority influences the citing author's expectations of the document's value in general.
“Authority influences the citing author's expectations of the document's value in general (Wang and Soergel, 1998).”
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- Premisecitation§ 3.1.1 Document features · p. 9
If a document is considered to be of poor quality, it may be less likely to be read and cited even if it is physically and cognitively accessible.
“If a document is considered to be of poor quality, it may be less likely to be read and cited even if it is physically and cognitively accessible (Liu, 1997).”
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- Premisecitation§ 3.2.1 Reasons to cite · p. 19
Contrastive citations can usually be observed in the discussion section of documents.
“Contrastive citations can usually be observed in the discussion section of documents.”
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- Premisecitation§ 3.1.4 Document values · p. 14
In some circumstances, the perceived utility of a document is associated with social groups or persons, such as a famous researcher in the field, an advisor, colleague, organization, or other features of the authors.
“In some circumstances, the perceived utility of a document is associated with social groups or persons, such as a famous researcher in the field, an advisor, colleague, organization, or other features of the authors.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.2.1 Reasons to cite · p. 15
The same document can be cited by different authors following different reasons.
“The same document can be cited by different authors following different reasons (Harwood, 2009).”
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- Premisecitation§ 3.2.2 Decision rules · p. 21
When several similar documents on a topic exist, citing authors tend to use the one that excels in at least one aspect, following the dominance rule.
“When several similar documents on a topic exist, citing authors tend to use the one that excels in at least one aspect, following the dominance rule (Wang and Soergel, 1998, Wang and White, 1999) .”
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- cites Wang and White, 1999
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- Premisecitation§ 3.2.1 Reasons to cite · p. 16
Persuasiveness has been found to be one of the most frequently referenced motivations.
“Persuasiveness has been found to be one of the most frequently referenced motivations (Brooks, 1985).”
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- Premisecitation§ 3.2.2 Decision rules · p. 20
Citing authors apply various decision rules, including elimination, multiple-criteria, dominance, scarcity, sacrifice, and chain to cite (or not) a certain document.
“They apply various decision rules, including elimination , multiple-criteria , dominance , scarcity , sacrifice , and chain to cite (or not) a certain document (Wang and Soergel, 1998, Wang and White, 1999).”
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- cites Wang and White, 1999
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- Premisecitation§ 3.2.1 Reasons to cite · p. 15
The reasons for citing a particular document can vary over time.
“Also, the reasons for citing a particular document can vary over time (Case and Higgins, 2000).”
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- Premisecitation§ 3.1.4 Document values · p. 14
If a citing author is positively emotionally affected by reading a document, he or she uses it more frequently than a document with a negative emotional effect.
“So, if a citing author is positively emotionally affected by reading a document (e.g. because of its high quality or its publication in a reputable journal), he or she uses it more frequently than a document with a negative emotional effect (Wang and Soergel, 1998).”
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- Premisereasoning§ 3.3.3 Author features · p. 26
Authors use their personal knowledge to interpret document values, which are the basis for applying citation decision rules.
“Authors use their personal knowledge to interpret document values (see section 3.1.4) , which are the basis for applying citation decision rules (see section 3.2.2).”
Quote in the paperNot a substantial claim - Interpretationcitation§ 3.3.2 Document features · p. 25
The number of references in the citing document depends on its discipline.
“Thus, the number of references in the citing document depends on its discipline.”
Quote in the paperSubstantial claim - Premisereasoning§ 3.3.3 Author features · p. 26
The academic background of the citing author contextualizes the understanding, interpretation, and citation of relevant documents.
“The academic background of the citing author contextualizes the understanding, interpretation, and citation of relevant documents.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.3.3 Author features · p. 27
The number of self-citations increases with the number of authors of the citing document.
“Costas et al. (2010) and Aksnes (2003) similarly report that the number of self-citations increases with the number of authors of the citing document.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation§ 3.3.3 Author features · p. 25
A work might be cited after being transformed into something unrecognizable to the cited author.
“However, a work might also be cited after being tra nsformed into something unrecognizable to the cited author (Cozzens, 1988).”
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- Premisecitation§ 3.3.2 Document features · p. 25
The mean number of cited references varies with the field.
“Besides document type, several studies have shown that the mean number of cited references varies with the field.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.3.1 Location and number of citations · p. 22
If a document is cited for conceptual reasons, it tends to be cited in the introduction (as part of the literature overview).
“For instance, if a document is cited for conceptual reasons, it tends to be cited in the introduction (as part of the literature overview).”
Quote in the paperNot a substantial claim - Premisecitation§ 3.3.1 Location and number of citations · p. 22
In general, citations are likely to be concentrated at the beginnings (e.g. introduction) and endings (e.g. discussion) of documents than in the middle.
“In general, citations are likely to be concentrated at the beginnings (e.g. introduction) and endings (e.g. discussion) of documents than in the middle (Boyack et al., 2018).”
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- Premisecitation§ 3.3.1 Location and number of citations · p. 23
A document which is cited without being discussed in the citing document can be expected to be less relevant than one which is discussed in-depth within the citing document.
“A document which is cited without being discussed in the citing document can be expected to be less relevant than one which is discussed in-depth within the citing document (Bonzi, 1982).”
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- Premisecitation§ 3.3.1 Location and number of citations · p. 22
A document might be cited more than once at different places in the citing document for different reasons.
“A document might be cited more than once at different places in the citing document for different reasons (Carroll, 2016).”
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- Premisereasoning§ 3.3.1 Location and number of citations · p. 22
Citations are included in different parts of the citing document, chiefly based on the reasons and decision rules of the citing author.
“Citations are included in different parts of the citing document, chiefly based on the reasons and decision rules of the citing author (see section 3.2).”
Quote in the paperSubstantial claim - Premisecitation§ 3.3.2 Document features · p. 25
The number of self-citations in the citing document varies across different fields.
“The number of self-citations in the citing document, which increases the total number of citations, also varies across different fields.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.3.2 Document features · p. 25
In 2010, the average number of cited references was higher for social sciences than for natural sciences, medical and health sciences, agricultural sciences, humanities, and engineering.
“In Marx and Bornmann (2015), the average number of cited references in 2010 was higher for social sciences than for natural sciences, medical and health sciences, agricultural sciences, humanities, and engineering, respectively.”
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- Premisecitation§ 3.3.1 Location and number of citations · p. 22
The number of references has trended upwards after 1983 in all fields.
“The number of references has trended upwards after this period (Swales, 1990) in all fields (Boyack et al., 2018).”
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- cites Boyack et al., 2018 source
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- Premisecitation§ 3.3.3 Author features · p. 27
A higher number of co-authors on a citing document is usually related to a higher number of cited references.
“A higher number of co-authors on a citing document is usually related to a higher number of cited references.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ 3.3.1 Location and number of citations · p. 22
The citation location might reveal the reasons and decision rules for citing a specific document.
“Thus, the citation location might reveal the reasons and decision rules for citing a specific document.”
Quote in the paperSubstantial claim - Premisecitation§ 3.3.1 Location and number of citations · p. 23
Citations can have different relevance based on their locations in the citing documents.
“Citations can have different relevance based on their locations in the citing documents (see section 3.1.4).”
Quote in the paperSubstantial claim - Interpretationcitation§ 3.3.2 Document features · p. 25
Discipline and topic of the cited document is related to the citations in the citing documents.
“Thus, discipline and topic of the cited document is related to the citations in the citing documents.”
Quote in the paperSubstantial claim - Premisecitation§ 3.3.3 Author features · p. 26
Users' knowledge of a topic has significant effects on their search behavior for documents.
“Previous studies have shown that users' knowledge of a topic has significant effects on their search behavior for documents (Kelly, 2006).”
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- Premisecitation§ 3.3.1 Location and number of citations · p. 22
A citation in the discussion section is frequently about comparable results.
“A citation in the discussion section is frequently about comparable results (Hu et al., 2015).”
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- Interpretationreasoning§ 3.3.4 Journal features · p. 27
Due to such limitations or demands, documents relevant to the citing document might have no opportunity to be cited.
“Thus, due to such limitations or demands, documents relevant to the citing document might have no opportunity to be cited.”
Quote in the paperNot a substantial claim - Premisecitation§ 3.3.3 Author features · p. 27
The increase in the number of self-citations might play a minor role in the overall increase in citation rates.
“The results of Aksnes (2003) and Glänzel and Thijs (2004) reveal, however, that the increase in the number of self-citations might play a minor role in the overall increase in citation rates.”
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- cites Glänzel and Thijs, 2004
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- Premisecitation§ 3.3.4 Journal features · p. 27
The target journal where the authors are intending to submit their work might influence their decision about whether or not to cite a document.
“The target journal where the authors are intending to submit their work might influence their decision about whether or not to cite a document (Wang and White, 1999).”
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- Premisecitation§ 4 Discussion · p. 30
Authors with incorrect or imprecise topic knowledge find less information and more irrelevant information.
“authors with incorrect or imprecise topic knowledge find less information and more irrelevant information (Keselman et al., 2008)”
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- Premisenone given§ 3.3.4 Journal features · p. 27
Some journals have their own expectations and demands for the references used.
“Some journals have their own expectations and demands for the references used.”
Quote in the paperNot a substantial claim - Interpretationcitation§ 4 Discussion · p. 30
Besides document and journal features, the authors' features (e.g. academic background and topic knowledge) influence the number of publications which are cited in a specific document and their locations in the citing document.
“Besides document and journal features (on the cited and citing side), the authors' features (e.g. academic background and topic knowledge) influence the number of publications which are cited in a specific document and their locations in the citing document.”
Quote in the paperSubstantial claim - Interpretationreasoning§ 4 Discussion · p. 30
The differing level of expertise in the field and the differing availability of publications from the literature searches influence what is cited as well as where and how frequently it is cited.
“The differing level of expertise in the field and (thus) the differing availability of publications from the literature searches influence what is cited as well as where and how frequently it is cited.”
Quote in the paperSubstantial claim - Premisecitation§ 3.3.4 Journal features · p. 27
Authors consider the demands of journals to increase their chances of publication.
“Thus, authors consider the demands of journals to increase their chances of publication (Wilhite and Fong, 2012).”
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- Premisenone given§ 3.3.4 Journal features · p. 27
Some journals prefer some of their own documents to be cited in submitted manuscripts.
“For example, they prefer some of their own documents to be cited in submitted manuscripts.”
Quote in the paperNot a substantial claim - Premisecitation§ 4 Discussion · p. 30
Authors with a high level of topic knowledge find more information and more relevant information.
“authors with a high level of topic knowledge find more information and more relevant information (Downing et al., 2005)”
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- Premisecitation§ 4 Discussion · p. 30
Another reason for citing specific documents might be the consensus of the scientific community on the importance of certain documents to the field which have become landmark papers or citation classics.
“Another reason for citing specific documents might be the consensus of the scientific community on the importance of certain documents to the field which have become landmark papers or citation classics (Small, 2004).”
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- May combine two claims. 54
- Classified as probably not a substantial claim. 130
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Findingreasoning§ 4 Discussion · p. 31Our search of the literature revealed that many empirical studies focus on the cited document side, but only a few studies on the citing document side.
“Our search of the literature revealed that many empirical studies focus on the cited document side (e.g. the relationship between the number of co-authors of the cited document and its citations), but only a few studies on the citing document side (e.g. the assumed requirements of journals for citing specific documents).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).
Interpretationcitation§ 1 Introduction · p. 3Thus, the cited documents have not been selected because of their content, but in order to influence the reader as to the claims of the citing author.
“Thus, the cited documents have not been selected because of their content, but in order to influence the reader as to the claims of the citing author.”
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Premisecitation§ 1 Introduction · p. 3According to Merton (1973), scientists are motivated to cite their peers by their belief in the justice of giving credit and the hope of increasing the likelihood of receiving credit through peer recognition.
“According to Merton (1973), scientists are motivated to cite their peers, by their belief in the justice of giving credit, and the hope of increasing the likelihood of receiving credit through peer recognition.”
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Premisecitation§ 1 Introduction · p. 3Citations in scholarly publications are used in very different contexts of research evaluation, which focuses on measurements of research performance, scholarly quality, influence, or impact.
“Citations in scholarly publications are used in very different contexts of research evaluation, which focuses on measurements of research performance, scholarly quality, influence, or impact (Moed, 2017, Moed, 2005).”
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Premisecitation§ 1 Introduction · p. 5Another group of studies (mostly from recent years) have investigated the context of citations.
“Another group of studies (mostly from recent years) have investigated the context of citations (see, e.g., Boyack et al., 2013, Zhao and Strotmann, 2014, Jha et al., 2016).”
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Premisereasoning§ 1 Introduction · p. 3Citations are seen as complex processes which cannot be captured by cognitive influence alone.
“Citations are seen as complex processes which cannot be captured by cognitive influence alone .”
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Premisenone given§ 1 Introduction · p. 3In social-constructivist theory, citations are seen as rhetorical devices which are not related to the theory of Merton (1973).
“In social-constructivist theory, citations are seen as rhetorical devices which are not related to the theory of Merton (1973).”
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Premisenone given§ 1 Introduction · p. 3The normative citation theory has been heavily criticized because it explains only a subset of citation decisions (or nothing at all).
“The theory has been heavily criticized because it explains only a subset of citation decisions (or nothing at all).”
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Premisecitation§ 1 Introduction · p. 4Nicolaisen (2004) claims that (human) citation behavior can be explained by theories of honesty and deception in animal communication.
“Nicolaisen (2004) claims that (human) citation behavior can be explained by theories of honesty and deception in animal communication.”
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Premisecitation§ 3.1.1 Document features · p. 8These elements are the basis for the assessment of many other features of the document, such as its topicality.
“These elements are the basis for the assessment of many other features of the document, such as its topicality (Wang and Soergel, 1998).”
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Premisecitation§ 1 Introduction · p. 4Nicolaisen argues that references may be seen as threat signals similar to those in nature such as approaching a rival.
“He argues that references may be seen as threat signals similar to those in nature such as approaching a rival.”
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Premisenone given§ 1 Introduction · p. 3The social-constructivist theory questions the validity of the normative assumption of the use of citations as reward.
“The social-constructivist theory questions the validity of the normative assumption of the use of citations as reward .”
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Premisecitation§ 1 Introduction · p. 3The use of citations in research evaluation contexts has its roots in citation theories proposed in the past.
“The use of citations in these and similar contexts has its roots in citation theories, which have been proposed in the past (see an overview in Cronin, 1984, Nicolaisen, 2007, Davis, 2009, Moed, 2005).”
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Premisecitation§ 1 Introduction · p. 3Gilbert (1977) regards citations as tools for persuasion.
“A typical and highly cited paper in this context is Gilbert (1977) who regards citations as tools for persuasion.”
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Premisecitation§ 1 Introduction · p. 4Nicolaisen (2007) suggests that the handicap principle ensures that citing authors honestly credit their inspirations and sources to a tolerable degree-enough to save the scientific communication system from collapsing.
“Nicolaisen (2007, p. 629) suggests that ' the handicap principle ensures that citing authors honestly credit their inspirations and sources to a tolerable degree-enough to save the scientific communication system from collapsing ' .”
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Premisecitation§ 1 Introduction · p. 5Similar overviews of studies dealing with factors influencing citations and important elements in the citation process have been published a decade ago.
“Similar overviews of studies dealing with factors influencing citations and important elements in the citation process have been published a decade ago (Bornmann and Daniel, 2008b, Nicolaisen, 2007).”
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Premisecitation§ 1 Introduction · p. 4Authors would usually not make the risk of losing their reputation by using weak or dishonest references.
“Authors would usually not make the risk of losing their reputation by using weak or dishonest references.”
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Premisenone given§ 1 Introduction · p. 5Many empirical studies focusing on the process of citing have been published to identify factors influencing the number of citations.
“Many empirical studies focusing on the process of citing have been published to identify factors influencing the number of citations.”
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Premisecitation§ 1 Introduction · p. 3Merton (1973) provides a theoretical basis for scientometrics, in which citations indicate peer recognition through mechanisms such as awards.
“Merton (1973) provides a theoretical basis for scientometrics, in which citations indicate peer recognition through mechanisms such as awards.”
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Premisecitation§ 1 Introduction · p. 4A higher level of deceit might be seen in young and immature fields with a less attack by skilled authors.
“A higher level of deceit might be seen in young and immature fields with a less attack by skilled authors (Nicolaisen, 2004).”
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Premisecitation§ 1 Introduction · p. 4The level of honesty and deceit varies across scientific communities.
“He also notes that the level of honesty and deceit varies across scientific communities.”
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Premisecitation§ 1 Introduction · p. 5In context-based citation studies, the words and sentences around citations are analyzed to get to know information about characteristics of the cited work, reasons to cite, and decision rules of the citing authors.
“In these studies, the words and sentences around citations are analyzed to get to know information about characteristics of the cited work, reasons to cite, and decision rules of the citing authors (Halevi and Moed, 2013).”
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Premisecitation§ 1 Introduction · p. 5The importance of the journal in a field has an influence on the citation impact of the papers published in the journal.
“For example, it has been shown in several studies that the importance of the journal in a field has an influence on the citation impact of the papers published in the journal (Tahamtan et al., 2016).”
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Premisecitation§ 1 Introduction · p. 4The potential cost of dishonest referencing, specifically when the citing references are made public, would make authors reconsider their deceiving behavior.
“The potential cost of dishonest referencing, specifically when the citing references are made public, would make authors reconsider their deceiving behavior.”
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Premisenone given§ 1 Introduction · p. 4Nicolaisen's theory has not been formally tested.
“Nicolaisen's theory has not been formally tested.”
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Premisecitation§ 1 Introduction · p. 5Small et al. (2017) investigated the context of a set of citations to find words which characterize the cited research as discoveries in science.
“In a very recent study, for example, Small et al. (2017) investigated the context of a set of citations to find words which characterize the cited research as discoveries in science.”
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Premisecitation§ 1 Introduction · p. 4A skilled author detects the false reference and then knows where to criticize.
“A skilled author detects the false reference and then know where to criticize.”
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Premisecitation§ 1 Introduction · p. 3The normative citation theory (proposed by Merton) holds that documents are cited if they have influenced the author of the citing document.
“The first and most prominent theory is the normative citation theory (proposed by Merton) where documents are cited if they have influenced the author of the citing document (Merton, 1973).”
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Premisecitation§ 1 Introduction · p. 3According to Gilbert (1977), an author selects documents for citing which were published by reputable authors in the field.
“According to Gilbert (1977), an author selects documents for citing which were published by reputable authors in the field.”
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Premisenone given§ 1 Introduction · p. 3Many other factors besides cognitive influence and peer recognition have been identified in the past.
“Many other factors besides cognitive influence and peer recognition have been identified in the past.”
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Premisecitation§ 3.1.1 Document features · p. 10Documents selected for citation have on average received about three times as many citations as unselected documents, slightly more for younger studies than older.
“Frandsen and Nicolaisen (2017) compared 67,578 pairs of studies on the same healthcare topic, with the same publication age (1-15 years) and showed that documents selected for citation, have on average received about three times as many citations as unselected documents - slightly more for younger studies than older.”
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Premisecitation§ 3.1.1 Document features · p. 9Citing authors might not consider availability when searching and selecting the document, but the document might not have the opportunity of being read if it is hard to obtain.
“Citing authors might not consider availability when searching and selecting the document, but the document might not have the opportunity of being read if it is hard to obtain (Wang and Soergel, 1998).”
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Premisecitation§ 3.1.1 Document features · p. 10Review papers usually have long lists of references and are heavily cited, which inflates the journal impact factor (JIF).
“Specifically, review papers usually have long lists of references and are heavily cited which inflates, e.g. the journal impact factor (JIF) - a well-known journal metric (Seglen, 1997).”
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Premisecitation§ 3.1.1 Document features · p. 9There is no consensus on the definition of quality and how it should be measured.
“There is no consensus on the definition of quality and how it should be measured (Hug et al., 2014).”
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Premisecitation§ 3.1.1 Document features · p. 10The Reference Return Ratio (3R) avoids some of the problems facing traditional impact measures by taking the number and age of references into account.
“'By taking the number and age of references into account, the 3R avoids some of the problems facing the traditional impact measures' (Nicolaisen and Frandsen, 2008 p. 128-129).”
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Premisecitation§ 3.1.1 Document features · p. 10A positive correlation exists between citation counts and the number of cited references; documents with more cited references achieve more citations.
“For instance, it has been revealed that a positive correlation exists between citation counts and the number of cited references (Falagas et al., 2013) that is documents with more cited references would achieve more citations (Vieira and Gomes, 2010).”
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Premisereasoning§ 3.1.1 Document features · p. 8Hot topics have a higher topicality for citing authors, and in turn attract more attention and citations from the scientific community.
“In general, hot topics have a higher topicality for citing authors, and in turn attract more attention and citations from the scientific community.”
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Premisecitation§ 3.1.1 Document features · p. 9Researchers have differing attitudes toward quality, so that some consider accuracy and importance of research as higher quality, while for others it is creativity and novelty.
“Researchers have differing attitudes toward quality, so that some consider accuracy and importance of research as higher quality, while for others it is creativity and novelty (Tahamtan et al., 2016).”
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Premisecitation§ 3.1.1 Document features · p. 8Researchers usually prefer to write about hot topics in their areas and thus cite the corresponding literature.
“Researchers usually prefer to write about hot topics in their areas and thus cite the corresponding literature (Fu and Aliferis, 2010, Gallivan, 2012).”
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Premisecitation§ 3.1.1 Document features · p. 9Quality is a more or less subjective construct with no generalizable definition, and is assessed differently in disciplines.
“It is a more or less subjective construct with no generalizable definition, and is assessed differently in disciplines.”
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Premisecitation§ 3.1.1 Document features · p. 10If a new publication captures the attention previously paid to an older publication, the cycle may be broken and the new document might be more attractive for citing.
“However, if a new publication captures the attention previously paid to an older publication, the cycle may be broken and the new document might be more attractive for citing (Small, 2004).”
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Interpretationreasoning§ 3.1.2 Author features · p. 12One possible reason for higher recognition of collaborative documents is that more authors present the results in scientific networks (such as conferences and workshops).
“One possible reason is that more authors present the results in scientific networks (such as conferences and workshops).”
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Premisecitation§ 3.1.3 Journal features · p. 13Journals with international audiences, journals in fast-developing areas such as genetics, biochemistry, and molecular biology, as well as English language and interdisciplinary journals are more likely to be read and cited.
“Journals with international audiences (Annalingam et al., 2014), journals in fast-developing areas, such as genetics, biochemistry, and molecular biology (Huang et al., 2012), as well as English language (Bornmann et al., 2012) and interdisciplinary journals (Annalingam et al., 2014) are more likely to be read and cited.”
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Premisenone given§ 3.1.3 Journal features · p. 12Some multidisciplinary journals (e.g. Nature, Science, or PNAS) attract cross-field attention; the same is true for journals from certain publishers.
“Furthermore, some multidisciplinary journals (e.g. Nature , Science , or Proceedings of the National Academy of Sciences of the United States of America ) attract cross-field attention; the same is true for journals from certain publishers.”
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Premisecitation§ 3.1.1 Document features · p. 11One possible explanation for the relationship between reference counts and citation counts is that the more people you cite in your paper, the more people are likely to cite your paper in the future.
“One possible explanation for such relationship is that 'the more people you cite in your paper, the more people are likely to cite your paper (the paper they were cited in) in the future' (Webster et al., 2009, p. 349).”
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Premisecitation§ 3.1.2 Author features · p. 12Team diversity and interdisciplinary cooperation of co-authors, and the availability of former co-authors also increase a document's readership (and citedness).
“Team diversity and interdisciplinary cooperation of co-authors (Antoniou et al., 2015), and the availability of former co-authors also increase a document's readership (and citedness) (Collet et al., 2014).”
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Premisecitation§ 3.1.1 Document features · p. 8Documents with shorter titles might attract more attention than documents with longer titles.
“For instance, documents with shorter titles might attract more attention than documents with longer titles (Ayres and Vars, 2000).”
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Premisecitation§ 3.1.2 Author features · p. 11Well-known, highly-cited authors, authors well recognized by readers, and authors with higher academic rank attract more attention.
“Well-known, and highly-cited authors (Bornmann and Daniel, 2007), authors well recognized by readers (Bjarnason and Sigfusdottir, 2002), and authors with higher academic rank (Pagel and Hudetz, 2011) attract more attention.”
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Premisecitation§ 3.1.1 Document features · p. 9Reviews provide readers with comprehensive information and methodological studies introduce new scientific tools.
“The former provides readers with comprehensive information and the latter introduces new scientific tools (Padial et al., 2010).”
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Premisecitation§ 3.1.2 Author features · p. 11Several organizational features are reviewed by Tahamtan et al. (2016), including number of faculty members, number of published documents, number of productive and prestigious scholars in the department, rank of school or university, language of the institution, interdisciplinarity of the institutions, and the number of scholars in the organization.
“Several organizational features are reviewed by Tahamtan et al. (2016), including number of faculty members, number of published documents, number of productive and prestigious scholars in the department, rank of school or university, language of the institution, interdisciplinarity of the institutions, and the number of scholars in the organization.”
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Premisenone given§ 3.1.1 Document features · p. 10When a document is cited, researchers observe that, and this increases their interest in the document and the likelihood of citing (accumulative advantage).
“When a document is cited, researchers observe that, and this increases their interest in the document and the likelihood of citing (accumulative advantage).”
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Premisecitation§ 3.1.1 Document features · p. 11In evolutionary psychology, reference counts explained 19% of the variance in citation counts.
“Webster et al. (2009, p. 356) indicate that in evolutionary psychology, 'reference counts explained 19% of the variance in citation counts'.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 19In the discussion section of citing documents, other works are contrasted with each other, or the results in the citing documents are presented as alternatives to the results in the cited documents.
“In the discussion section of citing documents, other works are contrasted with each other, or the results in the citing documents are presented as alternatives to the results in the cited documents (Bornmann and Daniel, 2008b).”
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Premisecitation§ 3.2.2 Decision rules · p. 20The multiple-criteria rule describes a situation where the citing author uses more than one criterion, such as the language of the document, its publisher, and the attractiveness of its topic to accept or reject a document.
“The multiple-criteria rule describes a situation where the citing author uses more than one criterion, such as the language of the document, its publisher, and the attractiveness of its topic to accept or reject a document (Wang and Soergel, 1998, Wang and White, 1999).”
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Premisecitation§ 3.1.4 Document values · p. 13Documents' values are relevant in the selection, reading, and citation stages.
“Documents' values are relevant in the selection, reading, and citation stages.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 19The author cites a document to contrast the results in the citing and cited documents.
“The author cites a document to contrast the results in the citing and cited documents.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 18These conceptual citations are usually the original documents in which an idea, concept, or theory was introduced.
“These are usually the original documents in which an idea, concept, or theory was introduced (Moravcsik and Murugesan, 1975).”
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Premisecitation§ 3.2.2 Decision rules · p. 20When the decision maker finds arguments that are strong enough for making a choice, it is proceeded by the feeling of confidence that the decision taken was the correct one to make.
“Therefore, when the decision maker (e.g. the citing author) finds arguments that are strong enough for making a choice, it is proceeded by the feeling of confidence that the decision taken was the correct one to make (Montgomery, 1983, Vermeir et al., 2002).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 19Authors cite certain documents to defend their claims against attack.
“Authors cite certain documents to defend their claims against attack.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 19It is possible that the citing author disclaims the work or ideas of others or disputes priority claims of others (negative homage).
“It is also possible that the citing author disclaims the work or ideas of others or disputes priority claims of others (negative homage) (Garfield, 1962).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 19The citing author refers to assumed knowledge (general or specific background), or acknowledges the work of pioneers.
“The citing author refers to assumed knowledge (that is a general or specific background), or the citing author acknowledges the work of pioneers (Bornmann and Daniel, 2008b).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 18Documents are cited because the citing authors point to used tools, practical techniques, materials, equipment, analysis methods, procedures, or study design.
“Documents are cited because the citing authors point to used tools, practical techniques, materials, equipment, analysis methods, procedures, or study design (Moravcsik and Murugesan, 1975).”
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Premisecitation§ 3.2.2 Decision rules · p. 21When only a few documents on a topic exist, the citing author is likely to apply less strict selection criteria, lower his or her threshold, and reads and cites less relevant documents. This is called the scarcity rule.
“When only a few documents on a topic exist, the citing author is likely to apply less strict selection criteria, lower his or her threshold, and reads and cites less relevant documents. This is called the scarcity rule (Wang and Soergel, 1998, Wang and White, 1999).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 17Authors cite a document in order to correct their own work or the work of others.
“Authors cite a document in order to correct their own work or the work of others (Garfield, 1962).”
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Premisecitation§ 3.2.2 Decision rules · p. 21The dominance rule is more fundamental than the other decision rules.
“Although a variety of decision rules have been proposed for how people choose among plenty of alternatives, it is asserted that the dominance rule is more fundamental than the others (Montgomery, 1983).”
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Premisecitation§ 3.2.2 Decision rules · p. 20The elimination rule applies when the citing author considers only one criterion to evaluate the document values, which is sufficient to reject a document.
“The elimination rule applies when the citing author considers only one criterion to evaluate the document values, which is sufficient to reject a document.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 15Citing authors have a variety of reasons to cite documents.
“Citing authors have a variety of reasons to cite documents.”
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Premisecitation§ 3.2.1 Reasons to cite · p. 16Similar conclusions about normative citing have been published by Thornley et al. (2015) from an interview-based citation behaviour study.
“Similar conclusions have been published by Thornley et al. (2015) from an interview-based citation behaviour study.”
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Premisenone given§ 3.1.4 Document values · p. 14Some of the most important features according to which the epistemic value is understood are topicality, novelty, and discipline.
“Some of the most important features according to which the epistemic value is understood are topicality, novelty, and discipline.”
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Premisecitation§ 3.2.2 Decision rules · p. 20Decision making typically takes place in a situation where enough information has been gathered that allows each potential choice to be evaluated and compared to the alternatives, and the decision-maker most often selects only one of them.
“Decision making typically takes place in a situation where enough information have been gathered that allows each potential choice to be evaluated and compared to the alternatives, and the decision-maker most often selects only one of them (Case and Given, 2016).”
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Premisenone given§ 3.1.4 Document values · p. 13Positive or negative attitudes toward a document's value in the citing author are related to the document, author, and journal features mentioned above.
“Positive or negative attitudes toward a document's value in the citing author are related to the document, author, and journal features mentioned above.”
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Premisecitation§ 3.1.4 Document values · p. 14Authority mostly affects social value.
“Authority mostly affects social value (Wang and Soergel, 1998).”
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Premisecitation§ 3.1.4 Document values · p. 14The functional value can be influenced by features such as topicality, orientation/level, discipline, expected quality, and recency.
“The functional value can be influenced by features such as topicality, orientation/level, discipline, expected quality, and recency (Wang and Soergel, 1998).”
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Premisecitation§ 3.2.2 Decision rules · p. 21When enough documents on a topic are selected, the citing author does not read any more documents, and the selection and citation process on that topic is terminated. This is called the satisfice rule.
“When - from the point of view of the citing author - enough documents on a topic are selected, the citing author does not read any more documents, and the selection and citation process on that topic is terminated. This is called the satisfice rule (Wang and Soergel, 1998, Wang and White, 1999).”
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- cites Wang and White, 1999
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Premisecitation§ 3.2.1 Reasons to cite · p. 15Garfield (1962) notes a number of different reasons to cite, including paying homage to pioneers, giving credit for related work, identifying methodology, providing background reading, correcting one's own work, correcting the work of others, criticizing previous work, substantiating claims, alerting researchers to forthcoming work, providing leads to poorly disseminated work, authenticating data,
“In a first attempt, Garfield (1962, p. 85) notes a number of different reasons to cite:”
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Premisecitation§ 3.2.1 Reasons to cite · p. 16Authors cite to support their claims and to convince readers of their knowledge claims.
“authors cite to support their claims and to convince readers of their knowledge claims.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gilbert (1977) source
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Premisecitation§ 3.2.1 Reasons to cite · p. 18Documents are cited because they present the concepts, definitions, interpretations, or theories which are used in the citing document.
“Documents are cited because they present the concepts, definitions, interpretations, or theories which are used in the citing document.”
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Premisecitation§ 3.1.4 Document values · p. 14The social context suggests that a document is valuable and should be cited.
“Then, the social context suggests that a document is valuable and should be cited (Wang and Soergel, 1998).”
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Premisenone given§ 3.1.4 Document values · p. 14A citing author assesses a document's value as functional if it is topically relevant and therefore accepts it.
“A citing author assesses a document's value as functional if it is topically relevant and therefore accepts it.”
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Interpretationnone given§ 3.2.1 Reasons to cite · p. 16The classical/founder type of citation reason is deeply rooted in the normative theory of citing.
“This type of reasons for citation is deeply rooted in the normative theory of citing.”
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Interpretationnone given§ 3.2 From selection to citation · p. 15In the selection process, each document goes through two main processes: citing authors have different reasons to cite a document, and citing authors make a choice by applying decision rules.
“In the selection process, each document goes through two main processes: (1) Citing authors have different reasons to cite a document, e.g. the authors criticize the cited work. (2) Citing authors make a choice by applying decision rules .”
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Premisenone given§ 3.2 From selection to citation · p. 15Selection decisions of documents for citing are done by single citing authors, however other entities, such as author groups, institutions, or journals play significant roles in this process.
“Selection decisions of documents for citing are done by single citing authors, however other entities, such as author groups, institutions, or journals play significant roles in this process.”
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Premisecitation§ 3.2.2 Decision rules · p. 20People vary in the level of confidence in their decisions made.
“However, people vary in the level of confidence in their decisions made (Vermeir et al., 2002).”
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Premisecitation§ 3.2.2 Decision rules · p. 20In the decision making process, authors try to gather as much information and as many features as they can to reduce their feeling of uncertainty and to make their choice.
“In the decision making process, authors try to gather as much information and as many features as they can to reduce their feeling of uncertainty and to make their choice (Case and Given, 2016).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 16If a document is the first substantial work on a topic, methodology, or technique, or its author is the founder of a theory, method, or technique, the probability of citation increases.
“If a document is the first substantial work on a topic, methodology, or technique or the document's author is the founder of a theory, method, or technique, the probability of citation increases.”
- Also stated in: § 3.2.1 Reasons to cite · p. 16 · plain
“Citing authors tend to cite the first substantial work (Wang and White, 1999).”
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- Also stated in: § 3.2.1 Reasons to cite · p. 16 · plain
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Premisecitation§ 3.2.1 Reasons to cite · p. 18In a recent study, Catalini et al. (2015) analyzed citations from papers in the Journal of Immunology and identified 2.4% of the total number of citations as negative.
“In a recent study, Catalini et al. (2015) analyzed citations from papers in the Journal of Immunology and identified 2.4% of the total number of citations as negative.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Catalini et al., 2015 source
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Premisecitation§ 3.2.1 Reasons to cite · p. 19The citing author points to forthcoming works or refers the reader to additional reading.
“The citing author points to forthcoming works or refers the reader to additional reading (Garfield, 1962).”
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Premisenone given§ 3.2.1 Reasons to cite · p. 15A citation can be set for historical reasons by tracking developments of the sciences.
“For instance, a citation can be set for historical reasons by tracking developments of the sciences.”
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Premisecitation§ 3.1.4 Document values · p. 13Five types of document values have been identified, including epistemic, functional, conditional, social, and emotional values.
“Five types of document values have been identified, including epistemic, functional, conditional, social, and emotional values.”
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Premisecitation§ 3.2.2 Decision rules · p. 20People need a set of criteria for knowing when they are ready for decisions.
“People also need a set of criteria for knowing when they are ready for decisions (Montgomery, 1983).”
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Premisecitation§ 3.2.1 Reasons to cite · p. 16Italian scholars cite normatively, paying their intellectual debts and acknowledging colleagues' works.
“The study by Riviera (2015, p. 1186) shows that 'Italian scholars cite normatively, paying their intellectual debts and acknowledging colleagues' works'.”
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Interpretationcitation§ 3.2.1 Reasons to cite · p. 16Documents are cited for very different reasons, such as showing the theoretical connection between citing and cited documents, or for reasons which are not related to research.
“This first attempt already demonstrates that documents are cited for very different reasons, such as showing the theoretical connection between citing and cited documents, or documents are cited for reasons which are not related to research.”
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Premisenone given§ 3.3.2 Document features · p. 24Several document features, including document type and discipline of appearance, influence how documents are cited in the citing document.
“Several document features, including document type and discipline of appearance, influence how documents are cited in the citing document.”
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Premisecitation§ 3.3.1 Location and number of citations · p. 22Citations in the introduction are more likely to present background literature than those in other sections.
“Cano (1989) points out that citations in the introduction are more likely to present background literature than those in other sections.”
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Interpretationcitation§ 3.3.1 Location and number of citations · p. 22An important reason for the upward trend in references might be that citations were increasingly considered as central elements of academic writing.
“An important reason for this trend might be that citations were increasingly considered as central elements of academic writing (Bazerman, 1988, Hyland, 2004).”
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Premisecitation§ 3.3.3 Author features · p. 26Users with high topic knowledge issue longer and more complex queries during their search than novice users.
“Users with high topic knowledge issue longer and more complex queries during their search than novice users (Hembrooke et al., 2005).”
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Premisecitation§ 3.3.1 Location and number of citations · p. 23There is a rough consensus in the literature that references located outside the introduction tend to be the most valuable.
“Boyack et al. (2018) note that there is a rough consensus in the literature that references located outside the introduction tend to be the most valuable.”
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Premisecitation§ 3.3.3 Author features · p. 26Citation cartels explain relationships between citing and cited authors which are intended to increase the citedness of the citing authors' own papers.
“Thus, citation cartels explain relationships between citing and cited authors which are intended to increase the citedness of the citing authors' own papers (Fister Jr et al., 2016).”
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Premisecitation§ 3.3.3 Author features · p. 26An author's personal knowledge can take a variety of types, including topic knowledge, knowledge of the authors, knowledge of the journal, and knowledge of the organization.
“An author's personal knowledge can take a variety of types (Wang and Soergel, 1998), including topic knowledge (who are the relevant authors, when was the topic firstly discussed, and how is it related to the topic at hand), knowledge of the authors (who authored the document - knowledge which is often used to judge topical relevance), knowledge of the journal (by which the document’”
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Premisenone given§ 3.3 Citing document · p. 21The target journal's instructions influence the authors' decision to cite certain documents.
“For example, the desire of co-authors to cite their own documents influences their selection of documents, or the target journal's instructions influence the authors' decision to cite certain documents.”
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Premisecitation§ 3.3.1 Location and number of citations · p. 2332% of the documents are cited in the introduction, 24% in the methods, 13% in the results, and 31% in the discussion sections.
“Their study shows that 32% of the documents are cited in the introduction, 24% in the methods, 13% in the results, and 31% in the discussion sections.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bornmann and Daniel, 2008a
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Premisecitation§ 3.3.1 Location and number of citations · p. 23Perfunctory citations encompass the largest category of citations in the first 15% section (33%).
“According to this study, perfunctory citations encompass the largest category of citations in this section (33%).”
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Premisenone given§ 3.3 Citing document · p. 21Besides the features of the cited document, the features of the citing document also influence citation decisions.
“Besides the features of the cited document , the features of the citing document also influence citation decisions.”
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Premisecitation§ 3.3.1 Location and number of citations · p. 23Organic citations comprise the largest category in the middle section (32%) and at the end (41%) of the cited document.
“Organic citations comprise the largest category in the middle section (32%) and at the end (41%) of the cited document (Cano, 1989) (see section 3.2).”
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Premisecitation§ 3.3.2 Document features · p. 25Mathematics and computer science as well as social science and humanities have more evenly distributed reference distributions.
“In contrast, mathematics and computer science as well as social science and humanities have more evenly distributed reference distributions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boyack et al., 2017
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Premisecitation§ 3.3.1 Location and number of citations · p. 24The reference distributions vary in different fields of science (e.g. mathematics and computer science as well as social science and humanities).
“Boyack et al. (2018) indicate that the reference distributions vary in different fields of science (e.g. mathematics and computer science as well as social science and humanities).”
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Premisenone given§ 3.3 Citing document · p. 21The desire of co-authors to cite their own documents influences their selection of documents.
“For example, the desire of co-authors to cite their own documents influences their selection of documents, or the target journal's instructions influence the authors' decision to cite certain documents.”
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Premisecitation§ 3.3.1 Location and number of citations · p. 22For a repeatedly cited document, its first-time citation is usually perfunctory, unlike the later citations.
“Hu et al. (2015) show that for a repeatedly cited document, its first-time citation is usually perfunctory, unlike the later citations (see section 3.2.1).”
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Premisecitation§ 3.3.1 Location and number of citations · p. 23The location predicts the importance of the cited reference.
“The results of Safer and Tang (2009) in psychology reveal that the location predicts the importance of the cited reference.”
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Premisenone given§ 3.3.2 Document features · p. 24Reviews usually cite more documents than publications of another document type.
“Reviews usually cite more documents than publications of another document type.”
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Premisecitation§ 3.3.3 Author features · p. 27Multi-authorship increases self-citation rates (and also the probability of being cited by others).
“Glänzel and Thijs (2004) show that multi-authorship increases self-citation rates (and also the probability of being cited by others).”
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Premisecitation§ 3.3.1 Location and number of citations · p. 23The occurrences of citations are concentrated in the introduction.
“For instance, one study shows that the occurrences of citations are concentrated in the introduction (Hu et al., 2013).”
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Premisenone given§ 3.3.3 Author features · p. 25Authors are motivated to cite for scientific or non-scientific reasons.
“Authors are motivated to cite for scientific or non-scientific reasons (see section 3.2).”
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Premisecitation§ 3.3.2 Document features · p. 25Citation counts of references peak at around the 30th centile, suggesting that methods papers are more highly cited than other types of papers.
“They found similar reference distributions for biomedical and health sciences, life and earth sciences, as well as physical sciences and engineering: 'citation counts of references peak at around the 30th centile, suggesting that methods papers are more highly cited than other types of papers' (p. 20).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boyack et al., 2017
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Premisecitation§ 3.3.1 Location and number of citations · p. 23Documents with high citation counts are more frequently cited in the introduction (34% of the citing document) than documents with low citation counts (30% of the citing documents).
“For instance, documents with high citation counts are more frequently cited in the introduction (34% of the citing document) than documents with low citation counts (30% of the citing documents).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bornmann and Daniel, 2008a
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Premisenone given§ 3.3.3 Author features · p. 25Features of the author (of the citing document) are central elements in the citation process.
“Features of the author (of the citing document) are central elements in the citation process.”
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Premisecitation§ 3.2.2 Decision rules · p. 21Citing authors prefer to make a collective decision on a set of documents that are connected to each other by a specific relationship, such as a document and its critiques or its citations. This is called the chain rule.
“The last decision rule is the chain rule : citing authors prefer to make a collective decision on a set of documents that are connected to each other by a specific relationship, such as a document and its critiques or its citations.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wang and Soergel, 1998
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Premisecitation§ 3.3.1 Location and number of citations · p. 24Agreement is expressed mostly at the end of research papers, especially in the 'Discussion' section and towards the end of the 'Results' section. Disagreement is less common in scientific discourse.
“Their results show that 'agreement is expressed mostly at the end of a research papers, especially in the 'Discussion' section and towards the end of the 'Results' section. Disagreement is less common in scientific discourse' (p. 1426).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bertin et al., 2016 source
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Premisecitation§ 3.3.1 Location and number of citations · p. 23Not only the reasons for citing a document, but also its relevance for the citing author can be deduced from its location in the citing document.
“Voos and Dagaev (1976) show that not only the reasons for citing a document, but also its relevance for the citing author can be deduced from its location in the citing document.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Voos and Dagaev, 1976
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Premisecitation§ 3.3.1 Location and number of citations · p. 22In modern academic writing, citations maintain specific relevance to the citing document (author), and cited documents are discussed in more detail in all sections of the citing document.
“In modern academic writing, citations maintain specific relevance to the citing document (author), and cited documents are discussed in more detail in all sections of the citing document (Swales, 1990, Hyland, 2004).”
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Premisecitation§ 3.3.1 Location and number of citations · p. 23The highest concentration of citations is in the first 15% of the citing document.
“Another study indicates that the highest concentration of citations is in the first 15% of the citing document.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cano, 1989 source
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Premisecitation§ 3.3.1 Location and number of citations · p. 23Documents with low or high citation counts are cited differently in the different sections of citing documents.
“They indicate that documents with low or high citation counts are cited differently in the different sections of citing documents.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bornmann and Daniel, 2008a
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Premisenone given§ 3.3.1 Location and number of citations · p. 24The numbers of citations of specific documents and their location in the citing document depend also on the citing document features (e.g. the type of citing document), author features (e.g. the number of authors of the citing document), and journal features (e.g. guidelines of the journal).
“The numbers of citations of specific documents and their location in the citing document depend also on the citing document features (e.g. the type of citing document), author features (e.g. the number of authors of the citing document), and journal features (e.g. guidelines of the journal).”
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Premisecitation§ 3.3.3 Author features · p. 26Citation cartels, number of authors, and self-citations are author-related factors influencing citations.
“Besides academic background and individual attributes, we would like to mention three further author-related factors influencing citations: citation cartels, number of authors, and self-citations.”
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Premisecitation§ 3.3.1 Location and number of citations · p. 22Over the period from 1910 to 1983, the average number of cited references in documents was about ten.
“Over the period from 1910 to 1983, the average number of cited references in documents was about ten.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Swales, 1990
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Premisecitation§ 3.3.2 Document features · p. 25The lowest percentage of self-citations in publications by Norwegian authors is in clinical medicine (17%) and the highest percentage is in chemistry and astrophysics (31%).
“Aksnes (2003) shows that the lowest percentage of self-citations in publications by Norwegian authors is in clinical medicine (17%) and the highest percentage is in chemistry and astrophysics (31%).”
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Premisenone given§ 3.3.4 Journal features · p. 27Some journals determine the number of references that should be used for different types of papers in their guidelines or instructions for authors.
“Some journals determine the number of references that should be used for different types of papers in their guidelines or instructions for authors.”
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Premisereasoning§ 4 Discussion · p. 29Besides simply counting the number of citations obtained, citations can be disaggregated based on their different values, including epistemic, functional, conditional, social, and emotional values.
“Besides simply counting the number of citations obtained, citations can be disaggregated based on their different values, including epistemic, functional, conditional, social, and emotional values ( see section 3.1.4 ).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationreasoning§ 4 Discussion · p. 29The conceptual overview shows that citations in citing documents can be explained differently and depends on many factors.
“The conceptual overview shows that citations in citing documents can be explained differently and depends on many factors.”
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Premisecitation§ 4 Discussion · p. 28Normative and constructivist theories should be combined in one theory.
“Small (2004) and other researchers have pointed out that normative and constructivist theories should be combined in one theory (Liu, 1997).”
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Premisecitation§ 4 Discussion · p. 30Each single citation process probably has its own characteristics across the core elements in the model and their assigned factors, rules, and reasons.
“Each single citation process probably has its own characteristics across the core elements in the model and their assigned factors, rules, and reasons (Bornmann and Marx, 2012).”
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Premisecitation§ 3.3.4 Journal features · p. 27Citation cartels also refer to journal editors who use inter-journal citations to increase the JIF of their journals.
“Citation cartels (see section 3.3.3) also refer to journal editors who use inter-journal citations to increase the JIF of their journals (Garfield, 2006).”
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Interpretationnone given§ 4 Discussion · p. 29These reasons can be assigned to different degrees of relevance for scientific progress: for instance, methodological or operational reasons can be assigned a higher relevance than perfunctory reasons.
“These reasons can be assigned to different degrees of relevance for scientific progress: for instance, methodological or operational reasons can be assigned a higher relevance than perfunctory reasons.”
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Premisecitation§ 4 Discussion · p. 28Citations vary widely from one situation to another and authors have different reasons to cite.
“Latour (1987) draws attention to the fact that citations vary widely from one situation to another and that authors have different reasons to cite.”
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Interpretationreasoning§ 4 Discussion · p. 31One reason for this result of the overview might be that many citation studies are driven by the available data and full text is only recently becoming more easily available.
“One reason for this result of the overview might be that many citation studies are driven by the available data and full text is only recently becoming more easily available.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationreasoning§ 4 Discussion · p. 29The conceptual overview of the literature in this study can be seen as an alternative to the proposed theories of citation, because it points to the most important elements - the core elements - in the citation process.
“The conceptual overview of the literature in this study can be seen as an alternative to the proposed theories of citation, because it points to the most important elements - the core elements - in the citation process.”
Quote in the paperNot a substantial claim- Rests on an assumption: The core elements identified in the literature are the most important elements in the citation process.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4 Discussion · p. 28Authors use citations to support their knowledge claims and indicate with this that their work is scientific.
“A uthors use citations to support their knowledge claims and indicate with this that their work is scientific.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Latour, 1987
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4 Discussion · p. 28Latour's explanation does not legitimate major uses of citation, its use as a performance measure, or as an indication of the development of specialties, as in co-citation analysis.
“Luukkonen (1997) notes that this explanation does not legitimate major uses of citation, its use as a performance measure, or as an indication of the development of specialties, as in co-citation analysis.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Luukkonen, 1997 source
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).
Premisecitation§ 4 Discussion · p. 28A comprehensive theory of citation could not be formulated in the 20th century and even later on.
“According to Leydesdorff (1998), however, a comprehensive theory of citation could not be formulated in the 20 th century and even later on.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Leydesdorff, 1998 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ 3.3.4 Journal features · p. 27Based on the 'manuscript formatting guide' of Nature, articles (original reports) should have no more than 50 references. In Science, research articles should have about 40 references.
“For instance, based on the 'manuscript formatting guide' of Nature , articles (original reports) should have no more than 50 references. In Science , research articles should have about 40 references.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationcitation§ 4 Discussion · p. 29Using their perceived values in the citing document, new kinds of citation analyses seem possible.
“Thus, citations can simply be counted; however, using their perceived values in the citing document, new kinds of citation analyses seem possible (Boyack et al., 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boyack et al., 2017
Not checked in the free run.
- Rests on an assumption: Citation reasons and values can be reliably inferred from citing documents.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4 Discussion · p. 32Selection decisions can be assessed by empirically analyzing the online activity surrounding documents, including the number of times a document is viewed, downloaded, or saved from publishers' web sites and discussed or recommended on social media.
“Selection decisions can be assessed by empirically analyzing the online activity surrounding documents, including the number of times a document is viewed, downloaded, or saved from publishers' web sites and discussed or recommended on social media (Lin and Fenner, 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lin and Fenner, 2013
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4 Discussion · p. 32The availability of citation context information in new sources of citation data, such as Microsoft Academic, opens new opportunities to study document values and possible reasons to cite.
“The availability of citation context information in new sources of citation data, such as Microsoft Academic, opens new opportunities to study document values and possible reasons to cite (Haunschild et al., 2017, Hug et al., 2017, Hug and Brändle, in press, Zhang et al., 2013).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Haunschild et al., 2017
Not checked in the free run.
- cites Hug et al., 2017
Not checked in the free run.
- cites Zhang et al., 2013 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4 Discussion · p. 32The WoS and Scopus platforms provide researchers with usage counts for publications, enabling researchers to analyze the usage data and to explore usage patterns.
“The WoS and Scopus platforms also provide researchers with usage counts for publications, enabling researchers to analyze the usage data and to explore usage patterns (Wang et al., 2016, Thelwall et al., 2013).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ 4 Discussion · p. 28Further citation theories have not reached the importance of the normative and constructivist theories.
“However, these further citation theories have not reached the importance of the normative and constructivist theories.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4 Discussion · p. 28One advantage of Latour's theory over the normative theory is that the former paints a coherent picture of the actual use of citations, and that citations perform different functions.
“Luukkonen (1997) further explains that one advantage of Latour's theory over the normative theory is that the former paints a coherent picture of the actual use of citations, and that citations perform different functions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Luukkonen, 1997 source
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).
Premisecitation§ 4 Discussion · p. 28The general role of citations is uniformly that of supporting knowledge claims.
“According to this theory, the general role of citations is uniformly that of supporting knowledge claims.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Latour, 1987
Not checked in the free run.
Classified as probably not a substantial claim.
Premisenone given§ 4 Discussion · p. 28Many empirical studies in the area of citation are rooted in the normative and constructivist theories.
“The overview starts with an explanation of three important citation theories, because many empirical studies in this area are rooted in these theories (especially the normative and constructivist theories).”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationcitation§ 3.3.3 Author features · p. 27Although a higher number of citing authors can lead to more citations in the citing document, the number of self-citations can only explain a (small) part of the increased overall citation rates.
“Although a higher number of citing authors can lead to more citations in the citing document, the number of self-citations can only explain a (small) part of the increased overall citation rates.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisereasoning§ 4 Discussion · p. 29Citations can also be disaggregated by the reasons of the citing authors (e.g. to support own knowledge claims or to criticize other research).
“Citations can also be disaggregated by the reasons of the citing authors (e.g. to support own knowledge claims or to criticize other research).”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ 3.3.4 Journal features · p. 27Citation cartels additionally explain relationships between editor and citing author and thus the corresponding inclusion of cited references in citing documents.
“Thus, citation cartels additionally explain relationships between editor and citing author (Fister Jr et al., 2016) and thus the corresponding inclusion of cited references in citing documents.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fister Jr et al., 2016 source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Premisenone given§ 4 Discussion · p. 29These core elements have been identified in the manifold literature on the process and condensed in a schematic representation.
“These core elements have been identified in the manifold literature on the process and condensed in a schematic representation.”
Quote in the paperNot a substantial claim- Rests on an assumption: The literature reviewed is comprehensive enough to identify the core elements of the citation process.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ 4 Discussion · p. 30These citations might be added to documents in the field in a ritualized way which leads to an additional increase in citation rates of landmark papers or citation classics.
“These citations might be added to documents in the field in a ritualized way which leads to an additional increase in citation rates of landmark papers or citation classics.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The empirical literature on citations is mostly rooted in the normative or social-constructivist theories.
“The current study is intended to synthesize the empirical literature on citations, which is mostly rooted in the normative or social-constructivist theories.”
The paper relies on this without support.
The core elements identified in the literature are the most important elements in the citation process.
“it points to the most important elements - the core elements - in the citation process.”
The paper relies on this without support.
The literature reviewed is comprehensive enough to identify the core elements of the citation process.
“These core elements have been identified in the manifold literature on the process and condensed in a schematic representation.”
The paper relies on this without support.
Citation reasons and values can be reliably inferred from citing documents.
“using their perceived values in the citing document, new kinds of citation analyses seem possible”
The paper relies on this without support.
Authors consider a certain document further if they perceive some values in the document.
“Authors consider a certain document further if they perceive some values in the document.”
The paper relies on this without support.
These values determine the applied decision rules for selecting the document and reasons to cite.
“These values determine the applied decision rules for selecting the document and reasons to cite.”
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?
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.”
From Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World (2021) · cites this paper as [273]
Papers published in high quality journals are cited more frequently.
“In turn, papers that are published in high quality journals are cited more frequently.”
From Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World (2021) · cites this paper as [273]
Citation-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].”
From Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World (2021) · cites this paper as [273]
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.
The sixth decision rule is named inconsistently
MinorThe list names "sacrifice" as a decision rule, but the subsequent descriptions instead name and define a "satisfice" rule. No sacrifice rule is described.
“including elimination , multiple-criteria , dominance , scarcity , sacrifice , and chain”
“This is called the satisfice rule (Wang and Soergel, 1998, Wang and White, 1999).”
Citation locations are assigned to opposite document roles
MinorThe section describes citation locations as being in cited documents, then describes the same subject as locations in the citing document. The paper distinguishes these as different document roles.
“The location of citations in cited documents can be defined based on conventional paper sections”
“Citations are included in different parts of the citing document, chiefly based on the reasons and decision rules of the citing author”
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THE HANDICAP PRINCIPLE: A MISSING PIECE OF DARWIN'S PUZZLE
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Self-citationThe linguistic patterns and rhetorical structure of citation context: An approach using n-grams
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The A nna K arenina principle: A way of thinking about success in science
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Self-citationMedia credibility and cognitive authority. The case of seeking orienting information
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Nordic Impact: Article Productivity and Citation Patterns in Sixteen Nordic Sociology Departments
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The Psychology of Referencing in Psychology Journal Articles
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Citation characterization and impact normalization in bioinformatics journals
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Self-citationThe recurrence of citations within a scientific article
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Life History of a Knowledge Claim
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Self-citationAccesses versus citations: why you need to measure both to assess publication impact
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Chapter 4 Information Needs and Information Seeking
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Sorted by citations
Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World
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Papers and patents are becoming less disruptive over time
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Dimensions: Building Context for Search and Evaluation
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Self-citationHow much is too much? The difference between research influence and self-citation excess
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Citation recommendation: approaches and datasets
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Revisiting the Scientometric Conceptualization of Impact and Its Measurement
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Citation Context Analysis as a Method for Conducting Rigorous and Impactful Literature Reviews
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What do we know about the disruption index in scientometrics? An overview of the literature
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Evaluating Research and Researchers by the Journal Impact Factor: Is It Better than Coin Flipping?
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Scientific journals still matter in the era of academic search engines and preprint archives
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Identifying potentially excellent publications using a citation-based machine learning approach
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15 years of service-dominant logic: analyzing citation practices of Vargo and Lusch (2004)
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Fine-grained citation count prediction via a transformer-based model with among-attention mechanism
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Citation practices in tourism research: Toward a gender conscientious engagement
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Science Mapping and Science Maps
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Questionable Research Practices
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Alphabetized Co-Authorship in Economics Reconsidered
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Self-citationZhou, Y. (2021) · Scientometrics · doi:10.1007/s11192-021-03995-y · Cited by 16 · see citing works
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C.R.E.A.M: Citations Rule Everything Around Me
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How Boundary-spanning Paper Sparkles Citation: From Citation Count to Citation Network
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How to accomplish a highly cited paper in the tourism, leisure and hospitality field
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When the Data Don’t Mean What They Say: Japan’s Comparative Underperformance in Citation Impact
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Identification High Influential Articles by Considering the Topic Characteristics of Articles
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Are Papers Asking Questions Cited More Frequently in Computer Science?
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Becoming a scholar by publication – PhD students citing in interdisciplinary argumentation
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Geographical Networks in the Divergence of Australian Positive Behavior Support Policy
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Nishikawa, K. (2023) · Scientometrics · doi:10.1007/s11192-023-04664-y · Cited by 6 · see citing works
Sun, M., Ma, T., Zhou, L., & Yue, M. (2023) · Scientometrics · doi:10.1007/s11192-023-04697-3 · Cited by 6 · see citing works
Saz, J. T. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-95689-5.00009-2 · Cited by 6 · see citing works
Zhou, Y. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e10292 · Cited by 5 · see citing works
The scholarly impact of diversity research
Ng, T. W. H. (2023) · Human Resource Management · doi:10.1002/hrm.22188 · Cited by 5 · see citing works
Díaz, Ó., Genero, M., Contell, J. P., & Piattini, M. G. (2024) · Computer Science Review · doi:10.1016/j.cosrev.2024.100649 · Cited by 5 · see citing works
Opium in science and society: numbers and other quantifications
Bornmann, L., & Marewski, J. N. (2024) · Scientometrics · doi:10.1007/s11192-024-05104-1 · Cited by 12 · see citing works
Self-citationInvestigating Facets to Characterise Citations for Scholars
Iorio, A. D., Limpens, F., Peroni, S., Rotondi, A., Tsatsaronis, G., & Achtsivassilis, J. (2018) · Lecture notes in computer science · doi:10.1007/978-3-030-01379-0_11 · Cited by 5 · see citing works
Exploring the function of citations in ancient Chinese literature
Shu, F., Qiu, J., Shu, S., & Larivière, V. (2019) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.50 · Cited by 5 · see citing works
Die Dialektik des Publizierens in der akademischen Kulturindustrie im Zeitalter der Digitalisierung
Rummler, K. (2020) · Verlag Barbara Budrich eBooks · doi:10.2307/j.ctvvb7n3h.16 · Cited by 5 · see citing works
Innovative scenario planning of petrochemical enterprises in the Iranian community
Ziyae, B., Jusoh, R., & Madadian, H. (2020) · Journal of Enterprising Communities People and Places in the Global Economy · doi:10.1108/jec-04-2020-0054 · Cited by 5 · see citing works
Improving what is published: Toward an evidence-based framework for manuscript review.
Bornstein, R. F. (2021) · Archives of Scientific Psychology · doi:10.1037/arc0000076 · Cited by 5 · see citing works
Citing criteria and its effects on researcher's intention to cite: A mixed‐method study
Xie, J., Lu, H., Kang, L., & Cheng, Y. (2022) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24614 · Cited by 5 · see citing works
López‐Duarte, C., Suárez, M. M. V., & González, B. (2019) · Scientometrics · doi:10.1007/s11192-019-03203-y · Cited by 7 · see citing works
Abramo, G., & D’Angelo, C. A. (2021) · Scientometrics · doi:10.1007/s11192-021-04017-7 · Cited by 5 · see citing works
Polterovich, V. M. (2022) · Herald of the Russian Academy of Sciences · doi:10.1134/s1019331622030194 · Cited by 5 · see citing works
The multidisciplinary roots of higher education research: An analysis of citation patterns
Lovakov, A. V., & Yudkevich, M. (2023) · Higher Education Quarterly · doi:10.1111/hequ.12438 · Cited by 5 · see citing works
Do working papers increase journal citations? Evidence from the top 5 journals in economics
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Bakker, C., Theis-Mahon, N. R., Brown, S. J., & Zeegers, M. P. (2023) · Systematic Reviews · doi:10.1186/s13643-023-02316-z · Cited by 4 · see citing works
Poincare: Recommending Publication Venues via Treatment Effect Estimation
Sato, R., Yamada, M., & Kashima, H. (2022) · Journal of Informetrics · doi:10.1016/j.joi.2022.101283 · Cited by 4 · see citing works
Bibliometrics-based heuristics: What is their definition and how can they be studied?Preprint
Bornmann, L., & Hug, S. E. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1810.13005 · Cited by 4 · see citing works
Self-citationCitations and References: Guidelines on Literature Practices
Тихонова, Е. В., & Raitskaya, L. (2022) · Journal of language and Education · doi:10.17323/jle.2022.15960 · Cited by 4 · see citing works
In search of innovative potential
Bornmann, L., Ettl, C., & Leibel, C. (2024) · EMBO Reports · doi:10.1038/s44319-024-00177-8 · Cited by 3 · see citing works
Self-citationCitation importance-aware document representation learning for large-scale science mapping
Liang, Z., van Eck, N. J., Wu, X., Mao, J., & Li, G. (2025) · Information Processing & Management · doi:10.1016/j.ipm.2025.104557 · Cited by 3 · see citing works
Uncovering the use and impact of mechanical weed control articles: A citation content analysis
Rasmussen, J. (2023) · Weed Research · doi:10.1111/wre.12583 · Cited by 3 · see citing works
Abramo, G., D’Angelo, C. A., & Costa, F. D. (2022) · Quantitative Science Studies · doi:10.1162/qss_a_00206 · Cited by 4 · see citing works
- Authors
- Tahamtan, I., & Bornmann, L.
- Affiliations
- University of Tennessee at Knoxville (US)
- Max Planck Society (DE)
- Corresponding author
- Tahamtan, Iman
- Venue
- Journal of Informetrics
- Publisher
- Elsevier BV
- Published
- 2018-02
- Volume
- 12
- Issue
- 1
- Pages
- 203-216
- ISSN
- 1751-1577 (ISSN-L)
- OpenAlex
- W2779231960
- Semantic Scholar
- 0a4e16c391dd7a49b6b7f3969bef4167212277fb
- Cited by
- 149
- References
- 133
- Citations by year
- 2026: 14 · 2025: 9 · 2024: 11 · 2023: 25 · 2022: 18 · 2021: 27 · 2020: 18 · 2019: 15 · 2018: 12
- FWCI
- 13.71
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Journal of Informetrics (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- arXiv (Cornell University)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Academic Writing and Publishing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
- Keywords
- citation theory, document selection, citation context, research evaluation, bibliometric analysis
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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