The citation advantage of linking publications to research data

R: A Language and Environment for Statistical Computing

R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,893

Scikit-learn: Machine Learning in Python

Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Müller, A., Nothman, J., Louppe, G., et al. (2012) · arXiv · doi:10.48550/arxiv.1201.0490 · Cited by 71,016

Matplotlib: a 2D graphics environment

Hunter, J. D. (2007) · Computing in Science & Engineering · doi:10.1109/mcse.2007.55 · Cited by 39,249

Efficient Estimation of Word Representations in Vector Space

Mikolov, T., Chen, K., Corrado, G., & Dean, J. (2013) · arXiv · doi:10.48550/arxiv.1301.3781 · Cited by 26,568

Modern Applied Statistics with S

Venables, W. N., & Ripley, B. D. (2002) · Statisctics and computing/Statistics and computing · doi:10.1007/978-0-387-21706-2 · Cited by 25,941

ggplot2: Elegant Graphics for Data Analysis

Wickham, H. (2009) · doi:10.1007/978-0-387-98141-3 · Cited by 14,447

Data Structures for Statistical Computing in Python

McKinney, W. (2010) · Proceedings of the Python in Science Conferences · doi:10.25080/majora-92bf1922-00a · Cited by 12,930

Introduction to information retrieval

(2009) · Choice Reviews Online · doi:10.5860/choice.46-2715 · Cited by 12,278

Introduction to Information Retrieval

Manning, C. D., Raghavan, P., & Schütze, H. (2008) · doi:10.1017/cbo9780511809071 · Cited by 11,288

The NumPy Array: A Structure for Efficient Numerical Computation

van der Walt, S., Colbert, S. C., & Varoquaux, G. (2011) · Computing in Science & Engineering · doi:10.1109/mcse.2011.37 · Cited by 9,381

Data sharing practices and data availability upon request differ across scientific disciplines

Tedersoo, L., Küngas, R., Oras, E., Köster, K., Eenmaa, H., Leijen, Ä., Pedaste, M., Raju, M., Сергеевна, А. А., Lukner, H., et al. (2021) · Scientific Data · doi:10.1038/s41597-021-00981-0 · Cited by 439

CONSORT 2025 explanation and elaboration: updated guideline for reporting randomised trials

Hopewell, S., Chan, A.-W., Collins, G. S., Hróbjartsson, A., Moher, D., Schulz, K. F., Tunn, R., Aggarwal, R., Berkwits, M., Berlin, J. A., et al. (2025) · BMJ · doi:10.1136/bmj-2024-081124 · Cited by 205

SPIRIT 2025 explanation and elaboration: updated guideline for protocols of randomised trials

Hróbjartsson, A., Boutron, I., Hopewell, S., Moher, D., Schulz, K. F., Collins, G. S., Tunn, R., Aggarwal, R., Berkwits, M., Berlin, J. A., et al. (2025) · BMJ · doi:10.1136/bmj-2024-081660 · Cited by 171

Why don't we share data and code? Perceived barriers and benefits to public archiving practices

Gomes, D. G. E., Pottier, P., Crystal‐Ornelas, R., Hudgins, E. J., Foroughirad, V., Sánchez‐Reyes, L. L., Turba, R., Martinez, P. A., Moreau, D., Bertram, M. G., et al. (2022) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2022.1113 · Cited by 203

The Confidence Database

Rahnev, D., Desender, K., Lee, A. L. F., Adler, W. T., Aguilar-Lleyda, D., Akdoğan, B., Arbuzova, P., Atlas, L. Y., Balcı, F., Bang, J. W., et al. (2020) · Nature Human Behaviour · doi:10.1038/s41562-019-0813-1 · Cited by 151

Responsible, practical genomic data sharing that accelerates research

Byrd, J. B., Greene, A. C., Prasad, D. V., Jiang, X., & Greene, C. S. (2020) · Nature Reviews Genetics · doi:10.1038/s41576-020-0257-5 · Cited by 163

Easing Into Open Science: A Guide for Graduate Students and Their Advisors

Kathawalla, U., Silverstein, P., & Syed, M. (2021) · Collabra Psychology · doi:10.1525/collabra.18684 · Cited by 157

Towards wide-scale adoption of open science practices: The role of open science communities

Armeni, K., Brinkman, L., Carlsson, R., Eerland, A., Fijten, R., Fondberg, R., Heininga, V. E., Heunis, S., Koh, W. Q., Masselink, M., et al. (2021) · Science and Public Policy · doi:10.1093/scipol/scab039 · Cited by 133

The who, what, how of software engineering research: a socio-technical framework

Storey, M.-A., Ernst, N., Williams, C., & Kalliamvakou, E. (2020) · Empirical Software Engineering · doi:10.1007/s10664-020-09858-z · Cited by 114

Molecular quantitative trait loci

Aguet, F., Alasoo, K., Li, Y. I., Battle, A., Im, H. K., Montgomery, S. B., & Lappalainen, T. (2023) · Nature Reviews Methods Primers · doi:10.1038/s43586-022-00188-6 · Cited by 98

Evaluation of Data Sharing After Implementation of the International Committee of Medical Journal Editors Data Sharing Statement Requirement

Danchev, V., Min, Y., Borghi, J., Baiocchi, M., & Ioannidis, J. P. A. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.33972 · Cited by 94

Prevalence and predictors of data and code sharing in the medical and health sciences: systematic review with meta-analysis of individual participant data

Hamilton, D. G., Hong, K., Fraser, H., Rowhani-Farid, A., Fidler, F., & Page, M. J. (2023) · BMJ · doi:10.1136/bmj-2023-075767 · Cited by 86

A hydrologist's guide to open science

Hall, C., Saia, S. M., Popp, A., Doğulu, N., Schymanski, S. J., Drost, N., van Emmerik, T. H. M., & Hut, R. (2022) · Hydrology and earth system sciences · doi:10.5194/hess-26-647-2022 · Cited by 78

Current State of Microplastic Pollution Research Data: Trends in Availability and Sources of Open Data

Jenkins, T., Persaud, B., Cowger, W., Szigeti, K., Roche, D. G., Clary, E., Slowinski, S., Lei, B., Abeynayaka, A., Nyadjro, E. S., et al. (2022) · Frontiers in Environmental Science · doi:10.3389/fenvs.2022.912107 · Cited by 81

Creating clear and informative image-based figures for scientific publications

Jambor, H. K., Antonietti, A., Alicea, B., Audisio, T. L., Auer, S., Bhardwaj, V., Burgess, S., Ferling, I., Gazda, M. A., Hoeppner, L. H., et al. (2021) · PLoS Biology · doi:10.1371/journal.pbio.3001161 · Cited by 73

Open Hardware in Science: The Benefits of Open Electronics

Oellermann, M., Jolles, J. W., Ortiz, D., Seabra, R., Wenzel, T., Wilson, H., & Tanner, R. L. (2022) · Integrative and Comparative Biology · doi:10.1093/icb/icac043 · Cited by 66

Indicators of research quality, quantity, openness, and responsibility in institutional review, promotion, and tenure policies across seven countries

Pontika, N., Klebel, T., Correia, A., Metzler, H., Knoth, P., & Ross‐Hellauer, T. (2022) · Quantitative Science Studies · doi:10.1162/qss_a_00224 · Cited by 79

Journals’ instructions to authors: A cross-sectional study across scientific disciplines

Malički, M., Aalbersberg, I. J., Bouter, L., & ter Riet, G. (2019) · PLOS ONE · doi:10.1371/journal.pone.0222157 · Cited by 56

What’s in a Badge? A Computational Reproducibility Investigation of the Open Data Badge Policy in One Issue of Psychological Science

Crüwell, S., Apthorp, D., Baker, B. J., Colling, L., Elson, M., Geiger, S. J., Lobentanzer, S., Monéger, J., Patterson, A., Schwarzkopf, D. S., et al. (2023) · Psychological Science · doi:10.1177/09567976221140828 · Cited by 54

Data and code availability statements in systematic reviews of interventions were often missing or inaccurate: a content analysis

Page, M. J., Nguyen, P., Hamilton, D. G., Haddaway, N., Kanukula, R., Moher, D., & McKenzie, J. E. (2022) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2022.03.003 · Cited by 59

A Metadata Checklist and Data Formatting Guidelines to Make eDNA FAIR (Findable, Accessible, Interoperable, and Reusable)

Takahashi, M., Frøslev, T. G., Paupério, J., Thalinger, B., Klymus, K. E., Helbing, C. C., Villacorta‐Rath, C., Silliman, K., Thompson, L., Jungbluth, S. P., et al. (2025) · Environmental DNA · doi:10.1002/edn3.70100 · Cited by 56

A brief guide to the science and art of writing manuscripts in biomedicine

Forero, D. A., López‐León, S., & Perry, G. L. (2020) · Journal of Translational Medicine · doi:10.1186/s12967-020-02596-2 · Cited by 54

Data sharing and reuse practices: disciplinary differences and improvements needed

Khan, N., Thelwall, M. A., & Kousha, K. (2023) · Online Information Review · doi:10.1108/oir-08-2021-0423 · Cited by 63

Data Sharing in Education Science

Logan, J. A. R., Hart, S. A., & Schatschneider, C. W. (2021) · AERA Open · doi:10.1177/23328584211006475 · Cited by 52

Reproducible research practices and transparency across linguistics

Bochyńska, A., Keeble, L., Halfacre, C. A. E., Casillas, J. V., Champagne, I.-A., Chen, K., Röthlisberger, M., Buchanan, E. M., & Roettger, T. B. (2023) · Glossa Psycholinguistics · doi:10.5070/g6011239 · Cited by 53

ODDPub – a Text-Mining Algorithm to Detect Data Sharing in Biomedical Publications

Riedel, N., Kip, M., & Bobrov, E. (2020) · Data Science Journal · doi:10.5334/dsj-2020-042 · Cited by 44

Data management and sharing: Practices and perceptions of psychology researchers

Borghi, J., & Gulick, A. E. V. (2021) · PLoS ONE · doi:10.1371/journal.pone.0252047 · Cited by 46

Toward equitable open research: stakeholder co-created recommendations for research institutions, funders and researchers

Cole, N. L., Reichmann, S., & Ross‐Hellauer, T. (2023) · Royal Society Open Science · doi:10.1098/rsos.221460 · Cited by 44

Ten steps to becoming a musculoskeletal simulation expert: A half-century of progress and outlook for the future

Uhlrich, S. D., Uchida, T. K., Lee, M. R., & Delp, S. L. (2023) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2023.111623 · Cited by 39

Reported Individual Costs and Benefits of Sharing Open Data among Canadian Academic Faculty in Ecology and Evolution

Soeharjono, S., & Roche, D. G. (2021) · BioScience · doi:10.1093/biosci/biab024 · Cited by 35

Deep Impact: A Study on the Impact of Data Papers and Datasets in the Humanities and Social Sciences

McGillivray, B. C., Marongiu, P., Pedrazzini, N., Ribary, M., Wigdorowitz, M., & Zordan, E. (2022) · Publications · doi:10.3390/publications10040039 · Cited by 38

An analysis of the effects of sharing research data, code, and preprints on citations

Colavizza, G., Cadwallader, L., LaFlamme, M., Dozot, G., Lecorney, S., Rappo, D., & Hrynaszkiewicz, I. (2024) · PLoS ONE · doi:10.1371/journal.pone.0311493 · Cited by 44

Toward Open and Reproducible Epidemiology

Mathur, M. B., & Fox, M. P. (2023) · American Journal of Epidemiology · doi:10.1093/aje/kwad007 · Cited by 50

Foundational Practices of Research Data Management

Briney, K. A., Coates, H., & Goben, A. H. (2020) · Research Ideas and Outcomes · doi:10.3897/rio.6.e56508 · Cited by 36

Ten simple rules for improving research data discovery

Contaxis, N., Clark, J. A., Dellureficio, A. J., Gonzales, S., Mannheimer, S., Oxley, P. R., Ratajeski, M. A., Surkis, A., Yarnell, A., Yee, M., et al. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1009768 · Cited by 36

Publishers’ Responsibilities in Promoting Data Quality and Reproducibility

Hrynaszkiewicz, I. (2019) · Handbook of experimental pharmacology · doi:10.1007/164_2019_290 · Cited by 37

Harvesting metadata in clinical care: a crosswalk between FHIR, OMOP, CDISC and openEHR metadata

Bönisch, C., Kesztyüs, D., & Kesztyüs, T. (2022) · Scientific Data · doi:10.1038/s41597-022-01792-7 · Cited by 34

A descriptive analysis of the data availability statements accompanying medRxiv preprints and a comparison with their published counterparts

McGuinness, L. A., & Sheppard, A. L. (2021) · PLOS ONE · doi:10.1371/journal.pone.0250887 · Cited by 33

Long-term availability of data associated with articles in PLOS ONE

Federer, L. (2022) · PLoS ONE · doi:10.1371/journal.pone.0272845 · Cited by 35

A Survey of Researchers’ Needs and Priorities for Data Sharing

Hrynaszkiewicz, I., Harney, J., & Cadwallader, L. (2021) · Data Science Journal · doi:10.5334/dsj-2021-031 · Cited by 45

Data sharing in biological anthropology

Mulligan, C. J., Boyer, D., Turner, T. R., Delson, E., & Leonard, W. R. (2022) · American Journal of Biological Anthropology · doi:10.1002/ajpa.24499 · Cited by 35

A bibliometric analysis of pre- and post-Stockholm Convention research publications on the Dirty Dozen Chemicals (DDCs) in the African environment

Olisah, C., Adeola, A. O., Iwuozor, K. O., Akpomie, K. G., Conradie, J., Adegoke, K. A., Oyedotun, K. O., Ighalo, J. O., & Amaku, J. F. (2022) · Chemosphere · doi:10.1016/j.chemosphere.2022.136371 · Cited by 33

Neither carrots nor sticks? Challenges surrounding data sharing from the perspective of research funding agencies—A qualitative expert interview study

Anger, M., Wendelborn, C., Winkler, E. C., & Schickhardt, C. (2022) · PLoS ONE · doi:10.1371/journal.pone.0273259 · Cited by 37

Resources for Turkish natural language processing: A critical survey

Çöltekin, Ç., Doğruöz, A. S., & Çetinoğlu, Ö. (2022) · Language Resources and Evaluation · doi:10.1007/s10579-022-09605-4 · Cited by 36

A survey of researchers’ code sharing and code reuse practices, and assessment of interactive notebook prototypes

Cadwallader, L., & Hrynaszkiewicz, I. (2022) · PeerJ · doi:10.7717/peerj.13933 · Cited by 30

Reforms to improve reproducibility and quality must be coordinated across the research ecosystem: the view from the UKRN Local Network Leads

Stewart, S., Pennington, C. R., Silva, G., Ballou, N., Butler, J. E., Dienes, Z. P., Jay, C., Rossit, S., Samara, A., & U. K. Reproducibility Network (UKRN) Local Network Leads (2022) · BMC Research Notes · doi:10.1186/s13104-022-05949-w · Cited by 25

Why don’t we share data and code? Perceived barriers and benefits to public archiving practicesPreprint

Gomes, D. G. E., Pottier, P., Crystal‐Ornelas, R., Hudgins, E. J., Foroughirad, V., Sánchez‐Reyes, L. L., Turba, R., Martinez, P. A., Moreau, D., Bertram, M. G., et al. (2022) · doi:10.31222/osf.io/gaj43 · Cited by 29

To what extent is researchers' data-sharing motivated by formal mechanisms of recognition and credit?

Dorta–González, P., González-Betancor, S. M., & Dorta-González, M. I. (2021) · Scientometrics · doi:10.1007/s11192-021-03869-3 · Cited by 27

The academic impact of Open Science: a scoping review

Klebel, T., Traag, V., Grypari, I., Stoy, L., & Ross‐Hellauer, T. (2025) · Royal Society Open Science · doi:10.1098/rsos.241248 · Cited by 46

The impact of institutional repositories: a systematic review

Demetres, M. R., Delgado, D., & Wright, D. (2020) · Journal of the Medical Library Association JMLA · doi:10.5195/jmla.2020.856 · Cited by 26

Beyond advertising: New infrastructures for publishing integrated research objects

DuPré, E., Holdgraf, C., Karakuzu, A., Tetrel, L., Bellec, P., Stikov, N., & Poline, J. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1009651 · Cited by 25

Building a FAIR image data ecosystem for microscopy communities

Kemmer, I., Keppler, A., Serrano‐Solano, B., Rybina, A., Özdemir, B., Bischof, J., Ghadraoui, A. E., Eriksson, J., & Mathur, A. (2023) · Histochemistry and Cell Biology · doi:10.1007/s00418-023-02203-7 · Cited by 28

Author name disambiguation literature review with consolidated meta-analytic approach

Rodrigues, N. S., Mariano, A. M., & Ralha, C. G. (2024) · International Journal on Digital Libraries · doi:10.1007/s00799-024-00398-1 · Cited by 24

Tracing the Adoption and Effects of Open Science in Communication Research*

Markowitz, D. M., Song, H., & Taylor, S. H. (2021) · Journal of Communication · doi:10.1093/joc/jqab030 · Cited by 32

Reporting and transparent research practices in sports medicine and orthopaedic clinical trials: a meta-research study

Schulz, R., Langen, G., Prill, R., Cassel, M., & Weissgerber, T. L. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-059347 · Cited by 23

Tracing data: A survey investigating disciplinary differences in data citation

Gregory, K., Ninkov, A., Ripp, C., Roblin, E., Peters, I., & Haustein, S. (2023) · Quantitative Science Studies · doi:10.1162/qss_a_00264 · Cited by 37

The importance of adherence to international standards for depositing open data in public repositories

Forero, D. A., Curioso, W. H., & Patrinos, G. P. (2021) · BMC Research Notes · doi:10.1186/s13104-021-05817-z · Cited by 25

Toward open science in marketing research

Deer, L., Adler, S. J., Datta, H., Mizik, N., & Sarstedt, M. (2024) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2024.12.005 · Cited by 28

Sharing GWAS summary statistics results in more citations

Reales, G., & Wallace, C. (2023) · Communications Biology · doi:10.1038/s42003-023-04497-8 · Cited by 24

Does open data boost journal impact: evidence from Chinese economics

Zhang, L., & Ma, L. (2021) · Scientometrics · doi:10.1007/s11192-021-03897-z · Cited by 24

Impact of the Protein Data Bank Across Scientific Disciplines

Feng, Z., Verdiguel, N., Costanzo, L. D., Goodsell, D. S., Westbrook, J., Burley, S. K., & Zardecki, C. (2020) · Data Science Journal · doi:10.5334/dsj-2020-025 · Cited by 22

Open Data Practices among Users of Primary Biodiversity Data

Mandeville, C. P., Koch, W., Nilsen, E. B., & Finstad, A. G. (2021) · BioScience · doi:10.1093/biosci/biab072 · Cited by 31

The data‐index: An author‐level metric that values impactful data and incentivizes data sharing

Hood, A. S. C., & Sutherland, W. J. (2021) · Ecology and Evolution · doi:10.1002/ece3.8126 · Cited by 21

OASIS: one resource to widen the reach of research in language studies

Alferink, I., & Marsden, E. J. (2023) · Innovation in Language Learning and Teaching · doi:10.1080/17501229.2023.2204100 · Cited by 21

Open science in agricultural economics

Finger, R., Henningsen, A., Höhler, J., Huber, R., Rommel, J., & Grebitus, C. (2024) · Q Open · doi:10.1093/qopen/qoae029 · Cited by 25

Ten simple rules for maximizing the recommendations of the NIH data management and sharing plan

Gonzales, S., Carson, M. B., & Holmes, K. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1010397 · Cited by 20

How communication scholars see open scholarship

Bowman, N. D., Rinke, E. M., Lee, E. J., Nabi, R. L., & de Vreese, C. H. (2022) · Annals of the International Communication Association · doi:10.1080/23808985.2022.2108880 · Cited by 20

Open Science Practices in Gambling Research Publications (2016–2019): A Scoping Review

Louderback, E. R., Gainsbury, S., Heirene, R. M., Amichia, K., Grossman, A., Bernhard, B. J., & LaPlante, D. A. (2022) · Journal of Gambling Studies · doi:10.1007/s10899-022-10120-y · Cited by 22

Computational Social Science for Nonprofit Studies: Developing a Toolbox and Knowledge Base for the Field

Ma, J., Ebeid, I. A., de Wit, A., Meiying, X., Yang, Y., Bekkers, R., & Wiepking, P. (2021) · VOLUNTAS International Journal of Voluntary and Nonprofit Organizations · doi:10.1007/s11266-021-00414-x · Cited by 19

Implementing an Open & FAIR data sharing policy—A case study in the earth and environmental sciences

Cannon, M., Kelly, A., & Freeman, C. (2022) · Learned Publishing · doi:10.1002/leap.1442 · Cited by 19

The landscape of open science in behavioral addiction research: Current practices and future directions

Eben, C., Bőthe, B., Brevers, D., Clark, L., Grubbs, J. B., Heirene, R. M., Kräplin, A., Lewczuk, K., Palmer, L., Perales, J. C., et al. (2023) · Journal of Behavioral Addictions · doi:10.1556/2006.2023.00052 · Cited by 31

Why sharing data and code during peer review can enhance behavioral ecology research

Fernández‐Juricic, E. (2021) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-021-03036-x · Cited by 18

Ensuring Prevention Science Research is Synthesis-Ready for Immediate and Lasting Scientific Impact

Hennessy, E. A., Acabchuk, R. L., Arnold, P. A., Dunn, A. G., Foo, Y. Z., Johnson, B. T., Geange, S. R., Haddaway, N., Nakagawa, S., Mapanga, W., et al. (2021) · Prevention Science · doi:10.1007/s11121-021-01279-8 · Cited by 18

Status of underutilized crop production: Its potentials for mitigating food insecurity

Adelabu, D. B., & Franke, A. C. (2023) · Agronomy Journal · doi:10.1002/agj2.21410 · Cited by 17

Open Science: A Review of Its Effectiveness and Implications for Service Research

Vaerenbergh, Y. V., Hazée, S., & Zwienenberg, T. J. (2025) · Journal of Service Research · doi:10.1177/10946705251338461 · Cited by 21

Perceptions regarding open science appraised by editors of scholarly publications published in Spain

Melero, R., Bóte-Vericad, J.-J., & López‐Borrull, A. (2022) · Learned Publishing · doi:10.1002/leap.1511 · Cited by 24

Big data in contemporary electron microscopy: challenges and opportunities in data transfer, compute and management

Poger, D., Yen, L., & Braet, F. (2023) · Histochemistry and Cell Biology · doi:10.1007/s00418-023-02191-8 · Cited by 22

Increasing the equitability of data citation in paleontology: capacity building for the big data future

Smith, J. A., Raja, N. B., Clements, T., Dimitrijević, D., Dowding, E. M., Dunne, E. M., Gee, B. M., Godoy, P. L., Lombardi, E. M., Mulvey, L. P. A., et al. (2023) · Paleobiology · doi:10.1017/pab.2023.33 · Cited by 22

5.6 Publikation und Zitierung von digitalen Forschungsdaten

Pampel, H., & Elger, K. (2021) · De Gruyter eBooks · doi:10.1515/9783110657807-028 · Cited by 16

Using current research information systems to investigate data acquisition and data sharing practices of computer scientists

Rousi, A. M. (2022) · Journal of Librarianship and Information Science · doi:10.1177/09610006221093049 · Cited by 16

Work from home amid black swan event (Covid-19): a bibliometric analysis from a social science perspective

Dogra, P., & Parrey, A. H. (2022) · Kybernetes · doi:10.1108/k-09-2022-1348 · Cited by 18

What senior academics can do to support reproducible and open research: a short, three-step guide

Kowalczyk, O. S., Lautarescu, A., Blok, E., Dall’Aglio, L., & Westwood, S. J. (2022) · BMC Research Notes · doi:10.1186/s13104-022-05999-0 · Cited by 26

fiddle: a tool to combat publication bias by getting research out of the file drawer and into the scientific community

Bernard, R., Weissgerber, T. L., Bobrov, E., Winham, S. J., Dirnagl, U., & Riedel, N. (2020) · Clinical Science · doi:10.1042/cs20201125 · Cited by 17

A practical guide to bioimaging research data management in core facilities

Schmidt, C., Boissonnet, T., Dohle, J., Bernhardt, K., Ferrando‐May, E., Wernet, T., Nitschke, R., Kunis, S., & Weidtkamp‐Peters, S. (2024) · Journal of Microscopy · doi:10.1111/jmi.13317 · Cited by 15

Are data repositories fettered? A survey of current practices, challenges and future technologies

Khan, N., Thelwall, M. A., & Kousha, K. (2021) · Online Information Review · doi:10.1108/oir-04-2021-0204 · Cited by 22

A bibliometric analysis on intended and actual turnover in higher education

Rahman, M. S., Som, H. M., Rahman, M. H. A., & Karim, D. N. (2024) · Higher Education Quarterly · doi:10.1111/hequ.12564 · Cited by 19

Reporting In Vitro Experiments Responsibly – the RIVER RecommendationsPreprint

The RIVER working group (2023) · MetArXiv (OSF Preprints) · doi:10.31222/osf.io/x6aut · Cited by 18

Challenges in building scholarly knowledge graphs for research assessment in open science

Manghi, P. (2024) · Quantitative Science Studies · doi:10.1162/qss_a_00322 · Cited by 20

From Integrity to Inflation: Ethical and Unethical Citation Practices in Academic Publishing

Plevris, V. (2025) · Journal of Academic Ethics · doi:10.1007/s10805-025-09631-1 · Cited by 17

Promoting the adoption of best practices and standards to enhance quality and reproducibility of stem cell research

Aspiroz, L. S., Mennecozzi, M., Batlle‐Morera, L., Corneo, B., Healy, L. E., Kotter, M., Kurtz, A., Ludwig, T. E., Mummery, C. L., Pera, M. F., et al. (2025) · Stem Cell Reports · doi:10.1016/j.stemcr.2025.102531 · Cited by 17

Open Access, Scholarly Communication, and Open Science in Psychology: An Overview for Researchers

Mullen, L. B. (2024) · SAGE Open · doi:10.1177/21582440231205390 · Cited by 18

The Chinese Open Science Network (COSN): Building an Open Science Community From Scratch

Jin, H., Wang, Q., Yang, Y., Zhang, H., Gao, M. M., Jin, S., Chen, Y., Xu, T., Zheng, Y.-R., Ji, C., et al. (2023) · Advances in Methods and Practices in Psychological Science · doi:10.1177/25152459221144986 · Cited by 21

Tracing the Adoption and Effects of Open Science in Communication ResearchPreprint

Markowitz, D. M., Song, H., & Taylor, S. H. (2021) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/dsf67 · Cited by 16

A practical guide to data management and sharing for biomedical laboratory researchers

Fouad, K., Vavrek, R., Surles-Zeigler, M. C., Huie, J. R., Radabaugh, H. L., Gurkoff, G. G., Visser, U., Grethe, J. S., Martone, M. E., Ferguson, A. R., et al. (2024) · Experimental Neurology · doi:10.1016/j.expneurol.2024.114815 · Cited by 14

Extensions of open science for applied behavior analysis: Preregistration for single‐case experimental designs

Tincani, M., Gilroy, S. P., & Dowdy, A. (2024) · Journal of Applied Behavior Analysis · doi:10.1002/jaba.2909 · Cited by 15

Open access improves the dissemination of science: insights from Wikipedia

Yang, P., Shoaib, A., West, R., & Colavizza, G. (2024) · Scientometrics · doi:10.1007/s11192-024-05163-4 · Cited by 23

Diversity, inclusivity and traceability of mammography datasets used in development of Artificial Intelligence technologies: a systematic review

Laws, E., Palmer, J., Alderman, J. E., Sharma, O., Ngai, V., Salisbury, T., Hussain, G., Ahmed, S., Sachdeva, G. S., Vadera, S., et al. (2024) · Clinical Imaging · doi:10.1016/j.clinimag.2024.110369 · Cited by 13

Which aspects of the Open Science agenda are most relevant to scientometric research and publishing? An opinion paper

Bornmann, L., Guns, R., Thelwall, M. A., & Wolfram, D. (2021) · Quantitative Science Studies · doi:10.1162/qss_e_00121 · Cited by 16

Open science practices in criminology and criminal justice journals

Greenspan, R. L., Baggett, L., & Boutwell, B. B. (2024) · Journal of Experimental Criminology · doi:10.1007/s11292-024-09640-x · Cited by 14

Advancing Organizational Science Through Synthetic Data: A Path to Enhanced Data Sharing and Collaboration

Wang, P., Loignon, A. C., Shrestha, S., Banks, G. C., & Oswald, F. L. (2024) · Journal of Business and Psychology · doi:10.1007/s10869-024-09997-w · Cited by 12

Research Data-Sharing Practices Through the Lens of Data Availability Statements

TSUNODA, H., Sun, Y., Nishizawa, M., Liu, X., Amano, K., & Kawamura, S. (2026) · ACM/IEEE Joint Conference on Digital Libraries · doi:10.1145/3805696.3846017

Do data availability statements increase the sharing of research data?

Dunić, N., & Vilibić, I. (2026) · Research Integrity and Peer Review · doi:10.1186/s41073-026-00248-5

Preserving the integrity of the scientific record: data citation and linking

Callaghan, S. (2014) · Learned Publishing · doi:10.1087/20140504 · Cited by 18

Long-term availability of data associated with articles in PLOS ONE

Federer, L. (2022) · PLoS ONE · doi:10.1371/journal.pone.0272845 · Cited by 35

Journal-Level Citation Impact of Articles with Dataset Links in Abstracts Identified Using a Generative AI Ensemble

TSUNODA, H., Sun, Y., Nishizawa, M., Liu, X., & Amano, K. (2026) · Lecture notes in computer science · doi:10.1007/978-981-92-1527-0_9 · Cited by 1