Evidence map›Paper›PMID 35858376›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Belief traps: Tackling the inertia of harmful beliefs.

Marten Scheffer, Denny Borsboom, Sander Nieuwenhuis, Frances Westley

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
5.9field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 52 citations in OpenAlex.

  1. Article
  2. Article
  3. How mood shapes belief updating bias in depression.Cognitive, affective & behavioral neuroscience · 2025
    Review
  4. Article
  5. Article
  6. Towards an expanded neurocognitive account of ketamine's rapid antidepressant effects.The international journal of neuropsychopharmacology · 2025
    Review
  7. Article
  8. Article
  9. Review
  10. A cognitive pathway to punishment insensitivity.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  11. Article
  12. Resilience and active inference.Frontiers in psychology · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 4 institutions in 2 countries.

Marten SchefferDepartment of Ecology and Evolution, Wageningen University & Research, 6700 AA Wageningen, The Netherlands.ORCID 0000-0002-2100-0312
Denny BorsboomUniversiteit van Amsterdam, 1012 WX Amsterdam, The Netherlands.
Sander NieuwenhuisUniversiteit Leiden, 2311 EZ Leiden, The Netherlands.
Frances WestleyUniversity of Waterloo, Waterloo, ON N2L3G1, Canada.
Amsterdam University of Applied Sciences · NLLeiden University · NLUniversity of Waterloo · CAWageningen University & Research · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Beliefs can be highly resilient in the sense that they are not easily abandoned in the face of counterevidence. This has the advantage of guiding consistent behavior and judgments but may also have destructive consequences for individuals, nature, and society. For instance, pathological beliefs can sustain psychiatric disorders, the belief that rhinoceros horn is an aphrodisiac may drive a species extinct, beliefs about gender or race may fuel discrimination, and belief in conspiracy theories can undermine democracy. Here, we present a unifying framework of how self-amplifying feedbacks shape the inertia of beliefs on levels ranging from neuronal networks to social systems. Sustained exposure to counterevidence can destabilize rigid beliefs but requires organized rational override as in cognitive behavioral therapy for pathological beliefs or institutional control of discrimination to reduce racial biases. Black-and-white thinking is a major risk factor for the formation of resilient beliefs associated with psychiatric disorders as well as prejudices and conspiracy thinking. Such dichotomous thinking is characteristic of a lack of cognitive resources, which may be exacerbated by stress. This could help explain why conspiracy thinking and psychiatric disorders tend to peak during crises. A corollary is that addressing social factors such as poverty, social cleavage, and lack of education may be the most effective way to prevent the emergence of rigid beliefs, and thus of problems ranging from psychiatric disorders to prejudices, conspiracy theories, and posttruth politics.

Indexed as

DisinformationMental DisordersPoliticsResilience, PsychologicalTrustCultureHumansJudgmentbeliefsconspiracy thinkingeducationinequalitypsychiatric disorders

Identifiers

PMID35858376
PMCPMC9371746
OpenAlexW4285726648

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.