Study on the risk Assessment of vehicle groups considering driving styles

These findings reveal the differentiated roles of driving styles in risk propagation, where aggressive drivers act as key risk initiators and conservative drivers as risk suppressors, and demonstrate that incorporating this heterogeneity significantly enhances the accuracy and robustness of vehicle group risk assessment.

Authors

Institutions

Publication Details

Journal
Traffic Injury Prevention
Published
2026-02-11
DOI
https://doi.org/10.1080/15389588.2026.2615697
Primary Topic
Traffic and Road Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Study on the risk Assessment of vehicle groups considering driving styles

Mao Chen, Qingchao Liu, Yingfeng Cai, Long Chen et al.
Traffic Injury Prevention
Traffic and Road Safety
article

Study on the risk Assessment of vehicle groups considering driving styles

Mao Chen, Qingchao Liu, Yingfeng Cai, Long Chen, Xiaoxia Xiong
article en

Abstract

These findings reveal the differentiated roles of driving styles in risk propagation, where aggressive drivers act as key risk initiators and conservative drivers as risk suppressors, and demonstrate that incorporating this heterogeneity significantly enhances the accuracy and robustness of vehicle group risk assessment.

Traffic Injury Prevention
Jiangsu University (CN), China Automotive Engineering Research Institute (CN)
Openalex Percentile: Top 66%
Traffic and Road Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.