Task and Resting-State Functional Connectivity Predict Driving Violations

Task and Resting-State Functional Connectivity Predict Driving Violations

Blog Article

Aberrant driving behaviors cause accidents; however, there is a lack of understanding of the neural mechanisms underlying these behaviors.To address this 4 Piece Large Entertainment Wall 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 Gift Set 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.