Evidence map›Paper›PMID 37588359›Full record

ArticleEvolutionary human sciences2020

The evolution of distorted beliefs vs. mistaken choices under asymmetric error costs.

Charles Efferson, Ryan McKay, Ernst Fehr

Open access · goldAbstract read
In one paragraph

Article in Evolutionary human sciences, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.1field-weighted citation impact, top 11% 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

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. When norm change hurts.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024
    Article
  2. Green preferences sustain greenwashing: challenges in the cultural transition to a sustainable future.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024
    Article
  3. (Why) Is Misinformation a Problem?Perspectives on psychological science : a journal of the Association for Psychological Science · 2023
    Article
  4. Article
  5. Review
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

3 authors at 3 institutions in 2 countries.

Charles EffersonFaculty of Business and Economics, University of Lausanne, Switzerland.ORCID https://orcid.org/0000-0001-8244-4497
Ryan McKayDepartment of Psychology, Royal Holloway, University of London, UK.
Ernst FehrDepartment of Economics, University of Zurich, Switzerland.
Royal Holloway University of London · GBUniversity of Lausanne · CHUniversity of Zurich · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Why do people sometimes hold unjustified beliefs and make harmful choices? Three hypotheses include (a) contemporary incentives in which some errors cost more than others, (b) cognitive biases evolved to manage ancestral incentives with variation in error costs and (c) social learning based on choice frequencies. With both modelling and a behavioural experiment, we examined all three mechanisms. The model and experiment support the conclusion that contemporary cost asymmetries affect choices by increasing the rate of cheap errors to reduce the rate of expensive errors. Our model shows that a cognitive bias can distort the evolution of beliefs and in turn behaviour. Unless the bias is strong, however, beliefs often evolve in the correct direction. This suggests limitations on how cognitive biases shape choices, which further indicates that detecting the behavioural consequences of biased cognition may sometimes be challenging. Our experiment used a prime intended to activate a bias called 'hyperactive agency detection', and the prime had no detectable effect on choices. Finally, both the model and experiment show that frequency-dependent social learning can generate choice dynamics in which some populations converge on widespread errors, but this outcome hinges on the other two mechanisms being neutral with respect to choice.

Indexed as

Cultural evolutionerror management theoryherdinghyperactive agency detectionsocial learning

Identifiers

PMID37588359
PMCPMC10427456
OpenAlexW3026599225

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.