This study provides knowledge on truck and taxi drivers' characteristics in fatigue experience, fatigue attitude, and fatigue countermeasures, and these findings have practical implications for the fatigue management and education of professional drivers.

9Objective: Drivers' risk tendency is a key issue of on-road safety. The purpose of the 10 present study was to explore individual differences in drivers' decision-making 11 processes, linking external behaviors to internal neural activity, to reveal the cognitive 12 mechanisms of on-road risky behaviors. 13Methods: Twenty-four male drivers were split into two groups (risky versus safe

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