Publication and other reporting biases in cognitive sciences: detection, prevalence, and prevention
Open accessAbstract
Recent systematic reviews and empirical evaluations of the cognitive sciences literature suggest that publication and other reporting biases are prevalent across diverse domains of cognitive science. In this review, we summarize the various forms of publication and reporting biases and other questionable research practices, and overview the available methods for probing into their existence. We discuss the available empirical evidence for the presence of such biases across the neuroimaging, animal, other preclinical, psychological, clinical trials, and genetics literature in the cognitive sciences. We also highlight emerging solutions (from study design to data analyses and reporting) to prevent bias and improve the fidelity in the field of cognitive science research.
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Potentially problematic practices include selective reporting, selective analysis, and insufficient specification of the conditions necessary or sufficient to obtain the results.
“Potentially problematic practices include selective reporting, selective analysis, and insufficient specification of the conditions necessary or sufficient to obtain the results ( 1223 ).”
From Estimating the reproducibility of psychological science (2015) · cites this paper as [18]
The Definitions of Biases section identifies selective outcome reporting and selective analysis reporting as forms of bias. The Pre-publication review practices section calls for disclosure of experimental conditions, but does not specifically identify failure to specify the conditions necessary or sufficient to obtain results as a problematic practice. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe original studies may have inflated effect sizes due to publication, selection, reporting, or other biases.
“An important qualification about this result is the possibility that the original studies have inflated effect sizes due to publication, selection, reporting, or other biases ( 9, 1223 ).”
From Estimating the reproducibility of psychological science (2015) · cites this paper as [18]
Concerns about reproducibility are widespread across disciplines.
“Concerns about reproducibility are widespread across disciplines ( 921 ).”
From Estimating the reproducibility of psychological science (2015) · cites this paper as [18]
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- Authors
- Ioannidis, J. P. A., Munafò, M. R., Fusar-Poli, P., Nosek, B. A., & David, S. P.
- Affiliations
- Stanford Medicine (US)
- Center for Open Science (US)
- Corresponding author
- Ioannidis, John P.A.
- Venue
- Trends in Cognitive Sciences
- Publisher
- Elsevier BV
- Published
- 2014-05
- Volume
- 18
- Issue
- 5
- Pages
- 235-241
- ISSN
- 1364-6613 (ISSN-L)
- PMC
- PMC4078993
- OpenAlex
- W2128246772
- Cited by
- 471
- References
- 98
- Citations by year
- 2026: 16 · 2025: 25 · 2024: 27 · 2023: 29 · 2022: 29 · 2021: 52 · 2020: 46 · 2019: 46 · 2018: 49 · 2017: 44 · 2016: 56 · 2015: 45 · 2014: 7
- FWCI
- 13.87
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Trends in Cognitive Sciences (publishedVersion)
- PubMed (publishedVersion)
- Explore Bristol Research (publishedVersion)
- PubMed Central (acceptedVersion)
- Research Portal (King's College London) (submittedVersion)
- Bristol Research (University of Bristol) (submittedVersion)
- Funders
- British Heart Foundation
- National Institute on Aging (R24AG048124)
- National Institute on Drug Abuse (DA-017441, R01DA017441)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Social Sciences › Safety Research › Academic integrity and plagiarism
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
- Keywords
- publication bias, reporting bias, questionable research practices, cognitive science, bias detection, bias prevention, research integrity, neuroimaging research, animal studies, clinical trials, genetic research, research design
- MeSH terms
- Mental Disorders, Humans, Bias, Prevalence, Publication Bias, Cognitive Science
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