Evidence map›Paper›PMID 40616192›Full record

ArticleBMC psychology2025

Anxiety and depression in relation to anxious driving and driver behaviors: the moderating role of traffic climate.

Berke Taş, Derya Azık Özkan, Bahar Öz

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Berke TaşFaculty of Arts and Sciences, Department of Psychology, TED University, Ankara, Türkiye. berke.tas@tedu.edu.tr.
Derya Azık ÖzkanTurkish National Police Academy, Traffic Institute, Ankara, Türkiye.
Bahar ÖzFaculty of Arts and Sciences, Department of Psychology, Middle East Technical University, Ankara, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to explore for the first time how anxiety and depression as mental health indicators, and traffic climate are related to driver behaviors and anxious driving. In more detail, based on the importance of understanding the interplay between psychopathology and perceptions within the dynamic traffic context, this research examines the moderating role of the traffic climate on the relationship between mental health and aberrant or anxious driving. A total of 247 drivers actively driving in Turkey participated in this study. The participants were recruited to complete various measures, such as the Demographic Information Form, Traffic Climate Scale, Depression Anxiety Stress Scale, Driver Behavior Survey and Driver Behavior Questionnaire. Multiple regression analyses revealed significant associations, revealing a substantial relationship between anxiety and driving behaviors, although the role of depression remains ambiguous and requires further exploration. Moreover, moderation analyses revealed that traffic climate factors, including functionality and external affective demands, moderate the relationship between anxiety and driving behaviors. Thus, anxiety was strongly linked to errors and violations when drivers perceived the traffic context as stronger in terms of functionality and external affective demands. In contrast, the contribution of depression to the moderation models was insignificant. The findings could promote intervention strategies such as training programs tailored for mentally disadvantaged drivers, which could lead to the acquisition of coping strategies relevant to the traffic context, contributing to both their well-being and road safety in general.

Indexed as

AnxietyAutomobile DrivingDepressionAdultFemaleHumansMaleMiddle AgedSurveys and QuestionnairesTurkeyYoung AdultAnxietyDepressionDriver behaviorsTraffic climateTraffic culture

Identifiers

PMID40616192
PMCPMC12228188

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.