HighlightsThe initial driving risk of novice teenagers is high but drops significantly after.Two recurrent-event models are proposed to evaluate the risk change point.CNC rate decreases significantly after 73.0h of independent driving.The results provide important information for safety education and GDL system.
AbstractThe driving risk of novice teenagers is the highest during the initial period after licensure but decreases rapidly. This paper applies two recurrent-event change-point models to detect the time of change in driving risks. The models are based on a non-homogeneous Poisson process with piecewise constant intensity functions. We show that the maximum likelihood estimators of the change-points can only occur at the event times and they are consistent. A simulation study is conducted to demonstrate the model performance under different scenarios. The proposed models are applied to the Naturalistic Teenage Driving Study, which continuously recorded in situ driving behaviour of 42 novice teenage drivers for the first 18 months after licensure using sophisticated in-vehicle instrumentation. The results indicate that approximately half of the drivers have lower risk after 73.0h of independent driving after licensure while the risk for others increases. On the average the driving risk deceases after the change-point. The results provide critical information for safety education, safety countermeasure development, and Graduated Driver Licensing policy making.
Evaluation of risk change-point for novice teenage drivers
Accident Analysis and Prevention ; 108 ; 139-146
2017-08-04
8 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
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