Evidence map›Paper›PMID 34811490›Full record

ArticleNature human behaviour2021

Psychologists update their beliefs about effect sizes after replication studies.

Alex D McDiarmid, Alexa M Tullett, Cassie M Whitt, Simine Vazire, Paul E Smaldino, Jeremy E Stephens

Abstract read
PubMed Publisher
In one paragraph

Article in Nature human behaviour, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Developing an open science 'mindset'.Health psychology and behavioral medicine · 2022
    Review
  4. Review
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Alex D McDiarmidDepartment of Psychology, University of Alabama, Tuscaloosa, AL, USA. admcdiarmid@crimson.ua.edu.ORCID http://orcid.org/0000-0002-7817-580X
Alexa M TullettDepartment of Psychology, University of Alabama, Tuscaloosa, AL, USA. alexa.tullett@ua.edu.ORCID http://orcid.org/0000-0001-8662-5885
Cassie M WhittDepartment of Psychology, University of Alabama, Tuscaloosa, AL, USA.
Simine VazireMelbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, Australia.ORCID http://orcid.org/0000-0002-3933-9752
Paul E SmaldinoDepartment of Cognitive and Information Sciences, University of California, Merced, Merced, CA, USA.ORCID http://orcid.org/0000-0002-7133-5620
Jeremy E StephensDepartment of Psychology, University of Alabama, Tuscaloosa, AL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Self-correction-a key feature distinguishing science from pseudoscience-requires that scientists update their beliefs in light of new evidence. However, people are often reluctant to change their beliefs. We examined belief updating in action by tracking research psychologists' beliefs in psychological effects before and after the completion of four large-scale replication projects. We found that psychologists did update their beliefs; they updated as much as they predicted they would, but not as much as our Bayesian model suggests they should if they trust the results. We found no evidence that psychologists became more critical of replications when it would have preserved their pre-existing beliefs. We also found no evidence that personal investment or lack of expertise discouraged belief updating, but people higher on intellectual humility updated their beliefs slightly more. Overall, our results suggest that replication studies can contribute to self-correction within psychology, but psychologists may underweight their evidentiary value.

Indexed as

PsychologyResearchStatistics as TopicHumans

Identifiers

What OpenQuestion holds

Textmetadata
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.