Are media reports of published research an accurate representation of the research?
Open accessAbstract
It is perhaps uncontroversial to claim that behavioral science research is playing an increasingly important role in practice. However, practitioners largely rely on media reports rather than original research articles to learn about the science. Do these media reports contain all the information needed to understand the nuances of the research? To assess this question, we develop a set of rubrics to evaluate the fidelity of the media report to the original research article. As an illustration, we apply these rubrics to a sample of media reports based on several research articles published in one journal and identify common patterns, trends, and pitfalls in media presentations. We find preliminary evidence of low fidelity in presenting participant characteristics, contextual elements, and limitations of the original research. The media also appear to misreport correlational evidence as causal and sometimes miss acknowledging the hypothetical nature of evidence when hypothetical scenarios were used as the sole basis of conclusions. Furthermore, the media often present broad conclusions and personal opinions as directly backed by scientific evidence. To support more discerning consumption of behavioral insights from media sources, we propose a checklist to guide practitioners in evaluating and using information from media sources.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
There is substantial opportunity to scale fidelity detection from prior work.
“With recent advances in LLMs, there is substantial opportunity to scale fidelity detection from prior work 88”
From Quantifying the prevalence and impact of overreaching causal claims in social science (2026) · cites this paper as [88]
In “Fidelity issues in media report with illustrative examples” (page unavailable), the paper says its manual fidelity coding was resource-intensive and suggests that suitable AI systems might make it more scalable. It does not discuss recent LLM advances, and its suggestion is more tentative than the citing sentence’s claim of substantial opportunity. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The American Customer Satisfaction Index: Nature, Purpose, and Findings
Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E. (1996) · Journal of Marketing · doi:10.2307/1251898 · Cited by 4,736 · see citing works
The Constructive, Destructive, and Reconstructive Power of Social Norms
Schultz, P. W., Nolan, J. M., Cialdini, R. B., Goldstein, N. J., & Griskevicius, V. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01917.x · Cited by 3,643 · see citing works
Social norms and energy conservation
Allcott, H. (2011) · Journal of Public Economics · doi:10.1016/j.jpubeco.2011.03.003 · Cited by 2,715 · see citing works
Sustainable food consumption: Exploring the consumer “attitude–behavioral intention” gap
Vermeir, I., & Verbeke, W. (2006) · Journal of Agricultural and Environmental Ethics · doi:10.1007/s10806-005-5485-3 · Cited by 2,524 · see citing works
CONSORT 2010 statement: Updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Journal of Pharmacology and Pharmacotherapeutics · doi:10.4103/0976-500x.72352 · Cited by 2,165 · see citing works
Pinquart, M., & Sörensen, S. (2000) · Psychology and Aging · doi:10.1037/0882-7974.15.2.187 · Cited by 1,549 · see citing works
Davis, R., Campbell, R., Hildon, Z., Hobbs, L., & Michie, S. (2015) · Health Psychology Review · doi:10.1080/17437199.2014.941722 · Cited by 1,411 · see citing works
Racial Inequality in Psychological Research: Trends of the Past and Recommendations for the Future
Roberts, S. O., Bareket-Shavit, C., Dollins, F. A., Goldie, P. D., & Mortenson, E. (2020) · Perspectives on Psychological Science · doi:10.1177/1745691620927709 · Cited by 1,049 · see citing works
Rad, M. S., Martingano, A. J., & Ginges, J. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721165115 · Cited by 746 · see citing works
Learning Versus Performance: An Integrative Review
Soderstrom, N. C., & Bjork, R. A. (2015) · Perspectives on Psychological Science · doi:10.1177/1745691615569000 · Cited by 651 · see citing works
Sumner, P., Vivian-Griffiths, S., Boivin, J., Williams, A., Venetis, C. A., Davies, A., Ogden, J., Whelan, L., Hughes, B., Dalton, B., et al. (2014) · BMJ · doi:10.1136/bmj.g7015 · Cited by 489 · see citing works
The effects of gender and age on health related behaviors
Deeks, A., Lombard, C., Michelmore, J., & Teede, H. (2009) · BMC Public Health · doi:10.1186/1471-2458-9-213 · Cited by 367 · see citing works
From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application
Banerjee, A., Banerji, R., Berry, J. N., Duflo, E., Kannan, H., Mukerji, S., Shotland, M., & Walton, M. F. (2017) · The Journal of Economic Perspectives · doi:10.1257/jep.31.4.73 · Cited by 364 · see citing works
The psychology of American racism.
Roberts, S. O., & Rizzo, M. T. (2020) · American Psychologist · doi:10.1037/amp0000642 · Cited by 348 · see citing works
Compatibility effects in evaluations of satisfaction and loyalty
Auh, S., & Johnson, M. D. (2004) · Journal of Economic Psychology · doi:10.1016/j.joep.2003.10.002 · Cited by 162 · see citing works
Differences in Behavior and Brain Activity during Hypothetical and Real Choices
Camerer, C. F., & Mobbs, D. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.11.001 · Cited by 161 · see citing works
Social Norms and Energy Conservation Beyond the US
Andor, M., Gerster, A., Peters, J., & Schmidt, C. Μ. (2018) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2020.102351 · Cited by 157 · see citing works
Ross, P. T., & Zaidi, N. L. B. (2019) · Perspectives on Medical Education · doi:10.1007/s40037-019-00530-x · Cited by 152 · see citing works
How Research Affects Policy: Experimental Evidence from 2,150 Brazilian Municipalities
Hjort, J., Moreira, D., Rao, G., & Santini, J. F. (2021) · American Economic Review · doi:10.1257/aer.20190830 · Cited by 129 · see citing works
Haneef, R., Lazarus, C., Ravaud, P., Yavchitz, A., & Boutron, I. (2015) · PLOS ONE · doi:10.1371/journal.pone.0140889 · Cited by 70 · see citing works
Lawmakers' use of scientific evidence can be improved
Crowley, D. M., Scott, T., Long, E. C., Green, L., Israel, A., Supplee, L. H., Jordan, E. A., Oliver, K. A., Guillot-Wright, S. P., Gay, B., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2012955118 · Cited by 64 · see citing works
A ‘Limitations’ section should be mandatory in all scientific papers
Sumpter, J. P., Runnalls, T. J., Johnson, A. C., & Barceló, . (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.159395 · Cited by 34 · see citing works
Behavioral Science in the Wild
Mažar, N., & Soman, D. (2022) · University of Toronto Press eBooks · doi:10.3138/9781487527525 · Cited by 24 · see citing works
Self-citationNon est Disputandum de Generalizability? A Glimpse into The External Validity TrialPreprint
List, J. A. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3658829 · Cited by 23 · see citing works
Policy evaluation and the causal analysis of public support
Carattini, S., Dur, R. A. J., & List, J. A. (2024) · Science · doi:10.1126/science.adp7497 · Cited by 22 · see citing works
Chang, C. (2014) · Journal of Health Communication · doi:10.1080/10810730.2014.917746 · Cited by 18 · see citing works
Peer-to-peer solar and social rewards: Evidence from a field experiment
Carattini, S., Gillingham, K. T., Meng, X., & Yoeli, E. (2024) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2024.01.020 · Cited by 14 · see citing works
Understanding and increasing policymakers’ sensitivity to program impact
Toma, M., & Bell, E. (2024) · Journal of Public Economics · doi:10.1016/j.jpubeco.2024.105096 · Cited by 14 · see citing works
The Behaviourally Informed Organization
Soman, D., & Yeung, C. W. M. (2021) · University of Toronto Press eBooks · doi:10.3138/9781487537166 · Cited by 8 · see citing works
Self-citationToward an Understanding of the Political Economy of Using Field Experiments in Policymaking
Briscese, G., & List, J. A. (2024) · National Bureau of Economic Research · doi:10.3386/w33239 · Cited by 8 · see citing works
Shah, A. M., Osborne, M., Lefkowitz, J., Fertig, A., Fishbane, A., & Soman, D. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgad058 · Cited by 7 · see citing works
Self-citationHypothetical Nudges Provide Misleading Estimates of Real Behavior Change
Gandhi, L., Kiyawat, A., Camerer, C. F., & Watts, D. J. (2024) · Academy of Management Proceedings · doi:10.5465/amproc.2024.13002abstract · Cited by 6 · see citing works
What Works, What Doesn’t (and When)
(2024) · University of Toronto Press eBooks · doi:10.3138/9781487550509 · Cited by 3 · see citing works
The Beneficent and Maleficent Effects of Simplification on Retirement Savings
Shah, A. M., Osborne, M., Lefkowitz, J., Fertig, A., Fishbane, A., & Soman, D. (2024) · Journal of Consumer Research · doi:10.1093/jcr/ucae067 · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
1 of the 35 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- Luca, M. and M. H. Bazerman (2021), The Power of Experiments: Decision Making in a Data-driven World, MIT Press
- Soman, D., and C. Yeung (Eds.) (2021), The Behaviorally Informed Organization, Toronto: University of Toronto Press
- Thaler, R. H., and C. R. Sunstein (2021), Nudge: The Final Edition, New York: Yale University Press
- Yu, J. and B. Feng (2024). Where do behavioural practitioners learn about the science. Toronto, Canada: Behavioral Economics in Action at Rotman (BEAR) Report series. Cite this article: Yu J, Yeung C and Soman D (2025), ' Are media reports of published research an accurate representation of the research?' , Behavioural Public Policy, 1-21. https://doi.org/10.1017/bpp.2025. · DOI
Cited by
Sorted by citations
Quantifying the prevalence and impact of overreaching causal claims in social science
Isch, C., Dörr, T., Fasching, N., Jennings, G., & Watts, D. J. (2026) · Nature Human Behaviour · doi:10.1038/s41562-026-02553-x
Herrmann, T.-A., Kaspar, K., & Packard, S. (2026) · Studies in language companion series · doi:10.1075/slcs.240.07her
The surcharge donation paradox and the restorative power of choice
Yeung, C. W. M., Li, X., Hu, M. M., & Lee, L. (2026) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-026-01163-3
Self-citationLeppla, L. C., Spanier, M., & Seibert, J. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1952302
- Authors
- Yu, J., Yeung, C., & Soman, D.
- Affiliations
- University of Toronto (CA)
- Chinese University of Hong Kong (HK)
- Corresponding author
- Yeung, Catherine
- Venue
- Behavioural Public Policy
- Publisher
- Cambridge University Press (CUP)
- Published
- 2025-04-30
- Volume
- 10
- Issue
- 3
- Pages
- 481-501
- ISSN
- 2398-063X (ISSN-L)
- 2398-0648
- OpenAlex
- W4409971529
- Cited by
- 4
- References
- 35
- Citations by year
- 2026: 4
- FWCI
- 4.02
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Behavioural Public Policy (publishedVersion, cc-by)
- Funders
- Social Sciences and Humanities Research Council of Canada
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Academic Publishing and Open Access
- Social Sciences › Communication › Journalism and Media Studies
- Social Sciences › Communication › Media Studies and Communication
- Keywords
- media coverage of research, research accuracy, behavioral science, behavioural insights, research limitations, hypothetical scenarios, assessment rubrics
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.
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 ›
Are you an author, or do you see a problem with this page? Request a review