Evidence map›Paper›PMID 40760669›Full record

ArticleBMC psychology2025

The impact of two computer-aided emotion regulation strategies on risky driving behaviors in a virtual environment.

Jiakun Liu, Xingpeng Wang, Lei Zhu

Abstract read
In one paragraph

Article in BMC psychology, 2025. 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.

Jiakun LiuDepartment of Psychology, Fudan Univerity, Handan Road 220, Shanghai, 200433, China.
Xingpeng WangDepartment of Psychology, Fudan Univerity, Handan Road 220, Shanghai, 200433, China.
Lei ZhuDepartment of Psychology, Fudan Univerity, Handan Road 220, Shanghai, 200433, China. judy1981_81@hotmail.com.

Funding

National Science and Technology Major Project 2022ZD0116403
6 · The paper itself

Abstract

Computer technology has been increasingly used to enhance driving safety, however, as a risk factor for driving safety, how anger can be effectively controlled by computer technology remains to be explored. Thus, the present study tested the impact of two computer-aided emotion regulation strategies (expressive suppression vs. cognitive reappraisal) on anger and risky driving behaviors in a virtual environment. After anger was triggered, participants were instructed by pre-set computer recording segments to use the above two strategies for emotion regulation. During driving, their facial expressions were recorded by a camera. It was found that only computer-aided expressive suppression could effectively regulate anger and reduce risky driving behaviors (i.e., angular overspeed and lateral acceleration overspeed). These findings suggest that the computer-aided expressive suppression has the potential to reduce risky driving behaviors for Chinese drivers and offer insights for the development of computer-aided approaches.

Indexed as

Automobile DrivingEmotional RegulationRisk-TakingUser-Computer InterfaceVirtual RealityAdultAngerFacial ExpressionFemaleHumansMaleYoung AdultCognitive reappraisalEmotion regulationExpressive suppressionRisky driving behaviorsVirtual environment

Identifiers

PMID40760669
PMCPMC12323089

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.