Manhua Wang

Risk assessment of driver emotion using a data-driven Bayesian Network: Insights from a naturalistic driving study

Introduction: Driving in a state of high emotions, particularly anger, can impair driving abilities and increase the risk of crashes. Understanding the influencing factors on emotions and how emotions impact safety–critical events (SCEs) is crucial for enhancing traffic safety. T...

Driving anger reduces the evasive response likelihood in near-crash events: Insights from SHRP 2 Naturalistic Driving Study

Introduction: Anger is a prevalent emotion that has been shown to negatively impact driving behavior, contributing to aggressive driving and road rage—both of which are well-known threats to traffic safety. This study investigated the effects of driving anger on evasive maneuvers...