Naturalistic driving analysis of situational, behavioral, and psychosocial determinants of speeding

•A data-driven analytic approach was applied to full trip data of 44 drivers who reported engaging in risky driving behaviors.•Cumulative idling and frequency of speeding emerged as key contextual factors influencing the propensity to speed.•Cluster analysis revealed 82% of drivers fell into categor...

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