Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 0Psychology of Moral and Emotional JudgmentExperimental Behavioral Economics StudiesNeural and Behavioral Psychology Studies

The DOI matches its Crossref record; 39 of the 39 references it cites were found in a registry or an index.

Intention–Outcome Trade‐Off in Moral Character Learning

Open access
Huang, Gaojie, Xu, Yongbo, Derrington, Edmund, Dreher, Jean‐Claude, Qu, Chen·2026·Annals of the New York Academy of Sciences

Abstract

To evaluate an individuals’ moral character the intentions behind their actions must be discriminated from the actual outcome. How this is achieved remains unclear. We developed a novel paradigm that dissociates the perception of intentions from outcome. Participants separately predicted and received feedback on agents’ intentions and outcomes. They then made moral evaluations of the agent. Four independent experiments (120 participants in total) demonstrated that intentions and outcomes mutually influenced each other during the learning process before integrating them for subsequent moral evaluation. Computational modeling further revealed that intentions biased the predictions of outcomes, while outcomes directly modified the beliefs about intentions. Moreover, participants considered both intention and outcome when making moral evaluations, but placed greater weight on intention, regardless of sampling bias and presentation order. These findings offer new insights concerning how individuals process intention and outcome when learning about others’ moral character.

Overview

Integrity signals

Registry

Crossref · 10.1111/nyas.70233

Cites

39 of 39 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Verification

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Citations

Cites

Show all 30 references

Research works printed but not linked: 1

  1. Crockett M. J., 2021, Advances in Experimental Social Psychology, 1

Cited by

Still being checked.

Metadata

Authors
Huang, G., Xu, Y., Derrington, E., Dreher, J., & Qu, C.
Affiliations
  • South China Normal University (CN)
  • Lyon 1 Université (FR)
Corresponding author
  • Dreher, Jean‐Claude
  • Qu, Chen
Venue
Annals of the New York Academy of Sciences
Publisher
Wiley
Published
2026-03
Volume
1557
Issue
1
Pages
e70233-e70233
ISSN
  • 0077-8923 (ISSN-L)
  • 1749-6632
OpenAlex
W7138872243
Cited by
0
References
30
FWCI
0.00
Type
journal article
Language
en
Open access
Locations
  • Annals of the New York Academy of Sciences (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion)
Funders
National Natural Science Foundation of China (32171019)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Psychology of Moral and Emotional Judgment
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Experimental Behavioral Economics Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
Keywords
moral evaluation, intention perception, social learning, belief updating, sampling bias, presentation order, moral judgment
MeSH terms
Outcome Expectations, Female, Humans, Learning, Male, Morals, Intention

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Intention–Outcome Trade‐Off in Moral Character Learning. https://app.cochat.ai/papers/10.1111/nyas.70233
The paper
Huang, G., Xu, Y., Derrington, E., Dreher, J., & Qu, C. (2026). Intention–Outcome Trade‐Off in Moral Character Learning. Annals of the New York Academy of Sciences. https://doi.org/10.1111/nyas.70233

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.