Evidence map›Paper›PMID 42440702›Full record

ReviewFrontiers in psychology2026

Acceptable risk as a psychological judgment: risk perception, trust, and fairness.

Yiju Tang, Junjie Wei, Haoyang Ren

Abstract readReview
In one paragraph

Review in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yiju TangCollege of Municipal and Environmental Engineering, Henan University of Urban Construction, Pingdingshan, China.
Junjie WeiSchool of Intelligent Engineering, Shandong Management University, Jinan, China.
Haoyang RenSchool of Intelligent Engineering, Shandong Management University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acceptable risk is often defined in technical, regulatory, or ethical terms. Yet people do not decide that a risk is acceptable simply by estimating probabilities or expected harms. Judgments of acceptability are also shaped by how a hazard is perceived, whether those responsible for managing it are trusted, and whether exposure is regarded as fair. This mini review brings together research on risk perception, trust, and fairness to show how acceptable-risk judgments are formed within interpersonal configurations of exposure, control, and justification. The framework distinguishes primarily self-regarding risks, other-controlled risks, and collectively governed or mandated risks, arguing that these configurations affect the relative salience of perceived threat, institutional credibility, and legitimacy. This perspective helps explain why technically similar risks may be tolerated, contested, or rejected across settings. It also identifies implications for future research on risk communication, public judgment, and the psychology of legitimacy.

Indexed as

acceptable riskfairnesspsychological judgmentrisk perceptiontrust

Identifiers

PMID42440702
PMCPMC13333743

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.