Reference health

Gaming the Metrics? Bibliometric Anomalies and the Integrity Crisis in Global University Rankings

https://doi.org/10.2139/ssrn.5249082
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35/35 checkable references clean · checked 2026-09-18

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

25 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 35 checked references that resolve
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Publication and collaboration anomalies in academic papers originating from a paper mill: Evidence from a Russia‐based paper mill
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‘Stamp out paper mills’ — science sleuths on how to fight fake research
resolves10.1162/qss_a_00019
Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies
resolves10.1126/science.334.6061.1344
Saudi Universities Offer Cash in Exchange for Academic Prestige
resolves10.1016/j.respol.2018.10.025
Academic misconduct, misrepresentation and gaming: A reassessment
resolves10.1162/qss_a_00018
Web of Science as a data source for research on scientific and scholarly activity
resolves10.1126/science.ado3859
Citation manipulation found to be rife in math
resolves10.1162/qss_a_00288
Examining the quality of the corresponding authorship field in Web of Science and Scopus
resolves10.1080/08989621.2021.1982705
Authorship commerce: Bylines for sale
resolves10.1038/d41586-023-03865-y
Surge in number of ‘extremely productive’ authors concerns scientists
resolves10.1073/pnas.1212247109
Misconduct accounts for the majority of retracted scientific publications
resolves10.1016/j.ajem.2024.05.016
Evaluation of retracted articles in the field of emergency medicine on the web of science database
resolves10.1002/asi.24842
How “international” is international research collaboration?
resolves10.1080/08841241.2014.970248
Academic sell-out: how an obsession with metrics and rankings is damaging academia
resolves10.4337/9781788974981
Research Handbook on University Rankings
resolves10.1007/s11192-024-05165-2
Ukrainian universities in QS World University Rankings: when the means become ends
resolves10.1002/asi.24472
The rise of multiple institutional affiliations in academia
resolves10.1038/s41598-025-88709-7
Citation manipulation through citation mills and pre-print servers
resolves10.1007/s11739-023-03447-w
Quantitative research assessment: using metrics against gamed metrics
resolves10.1007/s11192-024-05117-w
Evolving patterns of extreme publishing behavior across science
resolves10.1038/d41586-018-06185-8
Thousands of scientists publish a paper every five days
resolves10.1162/qss_a_00317
University rankings in the context of research evaluation: A state-of-the-art review
resolves10.1162/qss_a_00339
Using bibliometrics to detect questionable authorship and affiliation practices and their impact on global research metrics: A case study of 14 universities
resolves10.4337/9781035307807
Publish or Perish
resolves10.1007/s11192-023-04676-8
The rise of hyperprolific authors in computer science: characterization and implications
resolves10.1136/bmjebm-2021-111826
Guest authorship as research misconduct: definitions and possible solutions
resolves10.1177/10126902221107467
‘Not everything that can be counted counts, and not everything that counts can be counted’: Searching for the value of metrics and altmetrics in sociology of sport journals
resolves10.1080/13562517.2017.1301909
The manipulation of scholarly rating and measurement systems: constructing excellence in an era of academic stardom
resolves10.1371/journal.pone.0267312
And the credit goes to … - Ghost and honorary authorship among social scientists
resolves10.1186/s12874-021-01404-9
Impact of the COVID-19 pandemic on publication dynamics and non-COVID-19 research production
resolves10.1007/s11024-020-09419-0
Bibliometrics in Academic Recruitment: A Screening Tool Rather than a Game Changer
resolves10.1080/14767724.2021.2016375
The impact of global university rankings on universities in Thailand: don’t hate the player, hate the game
resolves10.1108/GKMC-11-2017-0087
Impact of scholarly output on university ranking
resolves10.1080/23322969.2023.2209655
From rejection to acceptance: the institutionalization of adopting university ranking outcomes as policy and strategic tools in China since the 1980s
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Multiple Authorship in Scientific Manuscripts: Ethical Challenges, Ghost and Guest/Gift Authorship, and the Cultural/Disciplinary Perspective
The 25 references without a DOI — listed, not checked
no DOI — not checkedThe politics of university rankings in China
no DOI — not checkedA global exploratory comparison of country selfcitations
no DOI — not checkedSelf-citations in around a dozen countries are unusually high
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no DOI — not checkedThe publication race in Russian universities as an impediment to academic freedom
no DOI — not checkedOver-optimization of academic publishing metrics: Observing Goodhart's Law in action
no DOI — not checkedref21
no DOI — not checkedLinking citation and retraction data reveals the demographics of scientific retractions among highly cited authors
no DOI — not checkedThe rapid, massive growth of COVID-19 authors in the scientific literature
no DOI — not checkedref31
no DOI — not checkedDubious cross-national affiliations obscure the assessment of international research collaboration
no DOI — not checkedReciprocity and impact in academic careers
no DOI — not checkedThe inter-institutional and intrainstitutional multi-affiliation authorships in the scientific papers produced by the well-ranked universities
no DOI — not checkedPredatory journals and paper mills jeopardise knowledge management
no DOI — not checkedref38
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no DOI — not checkedref45
no DOI — not checkedWeb of Science (WoS) and Scopus: the titans of bibliographic information in today's academic world
no DOI — not checkedFOCAS: Penalising friendly citations to improve author ranking
no DOI — not checkedHow are global university rankings adjusted for erroneous science, fraud and misconduct? Posterior reduction or adjustment in rankings in response to retractions and invalidation of scientific findings
no DOI — not checkedref56
no DOI — not checkedIntegrity at stake: confronting "publish or perish" in the developing world and emerging economies
no DOI — not checkedref58
no DOI — not checkedPrevalence of Research Misconduct and Questionable Research Practices: A Systematic Review and Meta-Analysis
no DOI — not checkedFunding: None Competing interests: The author declares that he is affiliated with a university that is a peer institution to one of the universities included in the study group
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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