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Reaction Time Variability Association with Safe Driving Indexes

Authors:

Mohammed Ghaith Altarabichi, Mobyen Uddin Ahmed, Maria Rita Ciceri , Stefania Balzarotti , Federica Biassoni , Debora Lombardi , Paolo Perego

Research group:

Artificial Intelligence and Intelligent Systems

Publication Type:

Conference/Workshop Paper

Venue:

Transport Research Arena

Abstract

Naturalistic Driving Study (NDS) is a research area that is potential for collecting data on driver performance, i.e. behavior in normal, impaired and risky situations based on human factors. This work investigates results of a cognitive assessment tests targeting different human factors including visual field, reaction speed, driving behavior and personality traits of drivers in an NDS. Frequency of being involved in Near Miss event (fnm) and Frequency of committing Traffic Violation (fv) are defined as indexes of safe driving in this work. Inference of association shows statistically significant correlation between Standard Deviation of Reaction Time (σRT) and both safe driving indexes fnm and fv. Causal relationship analysis excludes age as confounding factor as variations in behavioral responses is observed in both younger and older drivers of this study.

Bibtex

@inproceedings{Altarabichi5639,
author = {Mohammed Ghaith Altarabichi and Mobyen Uddin Ahmed and Maria Rita Ciceri and Stefania Balzarotti and Federica Biassoni and Debora Lombardi and Paolo Perego},
title = {Reaction Time Variability Association with Safe Driving Indexes},
month = {June},
year = {2020},
booktitle = {Transport Research Arena},
url = {http://www.es.mdu.se/publications/5639-}
}