Evidence map›Paper›PMID 33740537›Full record

ArticleCognition2021

How peer influence shapes value computation in moral decision-making.

Hongbo Yu, Jenifer Z Siegel, John A Clithero, Molly J Crockett

Abstract read
In one paragraph

Article in Cognition, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–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

24 citing papers in PubMed.

  1. Trial
  2. Article
  3. Why moral judgements change across variations of trolley-like problems.British journal of psychology (London, England : 1953) · 2026
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  14. On the Perception of Moral Standing to Blame.Open mind : discoveries in cognitive science · 2025
    Article
  15. Article
  16. Article
  17. Article
  18. Gratitude Is Morally Sensitive.Personality & social psychology bulletin · 2024
    Article
  19. Article
  20. 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.

Hongbo YuDepartment of Psychology, Yale University, New Haven, CT, USA. Electronic address: hongbo.yu@psych.ucsb.edu.
Jenifer Z SiegelDepartment of Psychology, Yale University, New Haven, CT, USA.
John A ClitheroLundquist College of Business, University of Oregon, Eugene, Oregon, USA.
Molly J CrockettDepartment of Psychology, Yale University, New Haven, CT, USA. Electronic address: molly.crockett@yale.edu.

Funding

Wellcome Trust 104980/Z/14/Z
6 · The paper itself

Abstract

Moral behavior is susceptible to peer influence. How does information from peers influence moral preferences? We used drift-diffusion modeling to show that peer influence changes the value of moral behavior by prioritizing the choice attributes that align with peers' goals. Study 1 (N = 100; preregistered) showed that participants accurately inferred the goals of prosocial and antisocial peers when observing their moral decisions. In Study 2 (N = 68), participants made moral decisions before and after observing the decisions of a prosocial or antisocial peer. Peer observation caused participants' own preferences to resemble those of their peers. This peer influence effect on value computation manifested as an increased weight on choice attributes promoting the peers' goals that occurred independently from peer influence on initial choice bias. Participants' self-reported awareness of influence tracked more closely with computational measures of prosocial than antisocial influence. Our findings have implications for bolstering and blocking the effects of prosocial and antisocial influence on moral behavior.

Indexed as

Peer InfluenceSocial BehaviorHumansMoralsPeer GroupBayesian hierarchical modelingDrift diffusion modelGoalMoral decision-makingSocial influence

Identifiers

PMID33740537
PMCPMC8085736

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Registered trials

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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.