Persistence of false paradigms in low-power sciences
Open accessAbstract
Significance: It is believed that a lack of experimental evidence (typical in the social sciences) slows but does not prevent the adoption of true theories. We evaluate this belief using a model of scientific research and promotion in which tenured scientists are slightly biased toward tenure candidates with similar beliefs. We find that when a science lacks evidence to discriminate between theories, or when tenure decisions do not rely on available evidence, true theories may not be adopted. The nonadoption of heliocentric theory in the 16th century, the persistence of bloodletting in the 19th century, the nonadoption of underconsumption theory in the early 20th century, and the persistence of radical mastectomy in the 20th century illustrate such risk.
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The safer career path of extending or applying the Bayesian framework rather than developing alternatives creates a selection pressure in the academic ecosystem that favors theoretical conformity over innovation or critique.
“The safer career path involves extending or applying the Bayesian framework rather than developing alternatives or exposing its limitations, thereby creating a selection pressure in the academic ecosystem that favors theoretical conformity over innovation or critique (Akerlof and Michaillat 2018).”
From The myth of the Bayesian brain (2025) · cites this paper as Akerlof and Michaillat 2018
The Model of Science and Population Dynamics sections describe how tenure decisions favor candidates who share evaluators’ paradigms, allowing an entrenched paradigm to prevail over a better one. The paper does not identify the Bayesian framework or compare the career prospects of extending it with developing alternatives or exposing its limitations. No page numbers are provided in our copy. (LLM, conf=0.88)
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“The safer career path involves extending or applying the Bayesian framework rather than developing alternatives or exposing its limitations, thereby creating a selection pressure in the academic ecosystem that favors theoretical conformity over innovation or critique (Akerlof and Michaillat 2018).”
- Authors
- Akerlof, G. A., & Michaillat, P.
- Affiliations
- Georgetown University (US)
- Brown University (US)
- Corresponding author
- Akerlof, George A.
- Michaillat, Pascal
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2018-12-06
- Volume
- 115
- Issue
- 52
- Pages
- 13228-13233
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC6310847
- OpenAlex
- W2902442479
- Cited by
- 54
- References
- 44
- Citations by year
- 2026: 3 · 2025: 6 · 2024: 9 · 2023: 4 · 2022: 9 · 2021: 5 · 2020: 10 · 2019: 8
- FWCI
- 8.15
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by-nc-nd)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Research, Science, and Academia
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Opinion Dynamics and Social Influence
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Keywords
- scientific progress, tenure decisions, homophily, statistical power, scientific careers, evidence-based decision making
- MeSH terms
- Biological Science Disciplines, Humans, Models, Theoretical, Research Design, Evidence-Based Medicine, History, 16th Century, History, 19th Century, History, 20th Century, History, 21st Century
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