Evidence map›Paper›PMID 31042018›Full record

ArticleTopics in cognitive science2019

Modeling Morality in 3-D: Decision-Making, Judgment, and Inference.

Hongbo Yu, Jenifer Z Siegel, Molly J Crockett

Abstract read
In one paragraph

Article in Topics in cognitive science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Trial
  2. Article
  3. Social Decision Preferences for Close Others Are Embedded in Neural and Linguistic Representations.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  4. Article
  5. Article
  6. On the Perception of Moral Standing to Blame.Open mind : discoveries in cognitive science · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. A Generalizable Multivariate Brain Pattern for Interpersonal Guilt.Cerebral cortex (New York, N.Y. : 1991) · 2020
    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

3 authors.

Hongbo YuDepartment of Experimental Psychology, University of Oxford.
Jenifer Z SiegelDepartment of Experimental Psychology, University of Oxford.
Molly J CrockettDepartment of Psychology, Yale University.

Funding

Wellcome TrustWellcome Trust 104980/Z/14/ZWellcome Trust 204826/Z/16/Z
6 · The paper itself

Abstract

Humans face a fundamental challenge of how to balance selfish interests against moral considerations. Such trade-offs are implicit in moral decisions about what to do; judgments of whether an action is morally right or wrong; and inferences about the moral character of others. To date, these three dimensions of moral cognition-decision-making, judgment, and inference-have been studied largely independently, using very different experimental paradigms. However, important aspects of moral cognition occur at the intersection of multiple dimensions; for instance, moral hypocrisy can be conceived as a disconnect between moral decisions and moral judgments. Here we describe the advantages of investigating these three dimensions of moral cognition within a single computational framework. A core component of this framework is harm aversion, a moral sentiment defined as a distaste for harming others. The framework integrates economic utility models of harm aversion with Bayesian reinforcement learning models describing beliefs about others' harm aversion. We show how this framework can provide novel insights into the mechanisms of moral decision-making, judgment, and inference.

Indexed as

Decision MakingJudgmentModels, TheoreticalMoralsSocial PerceptionAdultHumansComputational modelsHarm aversionMoral cognitionMoral decision‐makingMoral inferenceMoral judgment

Identifiers

PMID31042018
PMCPMC6519237

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.