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This study aims to identify the determinants of risky driving behaviors among professional bus drivers operating in challenging conditions.

Determinants of risky driving behaviors in professional bus drivers: A questionnaire investigation

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This study aims to identify the determinants of risky driving behaviors among professional bus drivers operating in challenging conditions.
Questionnaire-based investigation among 1,400 professional bus drivers.
K-means clustering analysis to categorize drivers into low-risk, medium-risk, and high-risk groups.
Logistic regression models used to examine influences on risk behaviors and classifications.
High-risk groups had higher workloads, drivers aged 45+, and less driving experience.
A 'burnout' effect was seen where drivers with 11-20 years of experience were at higher risk compared to those with 6-10 years.
Higher workload and lower safety awareness correlated significantly with increased likelihoods of risky behaviors.

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Questionnaire investigation reveals factors influencing risky driving behaviors in bus drivers, suggesting safety interventions.

Gao et al. (2026) studied this question.

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