Adaptation and validity of the reckless driving habits scale in young Chinese drivers

An, Ning; Sun, Long; Wei, Zhitai

doi:10.1016/j.trf.2023.01.011

Cited by 8 publications

(1 citation statement)

References 32 publications

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“…Finally, subcortical regions also showed high contributions, which may come from the interaction between cortical and subcortical regions that are associated with goal-directed behavior [ 49 ]. Since driving violations can occur during reckless driving [ 50 ] to achieve a specific goal, FC between subcortical and cortical regions may be associated with driving violations.…”

Section: Discussionmentioning

confidence: 99%

Task and Resting-State Functional Connectivity Predict Driving Violations

2023

Brain Sciences

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Aberrant driving behaviors cause accidents; however, there is a lack of understanding of the neural mechanisms underlying these behaviors. To address this issue, a task and resting-state functional connectivity was used to predict aberrant driving behavior and associated personality traits. The study included 29 right-handed participants with driving licenses issued for more than 1 year. During the functional magnetic resonance imaging experiment, participants first recorded their resting state and then watched a driving video while continuously rating the risk and speed on each block. Functional connectome-based predictive modeling was employed for whole brain tasks and resting-state functional connectivity to predict driving behavior (violation, error, and lapses), sensation-seeking, and impulsivity. Resting state and task-based functional connectivity were found to significantly predict driving violations, with resting state significantly predicting lapses and task-based functional connectivity showing a tendency to predict errors. Conversely, neither impulsivity nor sensation-seeking was associated with functional connectivity. The results suggest a significant association between aberrant driving behavior, but a nonsignificant association between impulsivity and sensation-seeking, and task-based or resting state functional connectivity. This could provide a deeper understanding of the neural processing underlying reckless driving that may ultimately be used to prevent accidents.

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Section: Discussionmentioning

confidence: 99%