Title :
Regression analysis of association between vehicle performance and driver casualty risk in traffic accidents
Author :
Guangming Zhao ; Wenhui Zhou ; Jian Li
Author_Institution :
Dept. of Motor Vehicle Safety Res., Road Traffic Safety Res. Center, Beijing, China
Abstract :
According to statistics from 2011 to 2013, in China, approximately 60,000 people were killed in road traffic accidents every year. And about 4% of these accidents have vehicle safety issues, such as brake failure, tire burst. To investigate association between vehicle safety performance and traffic accident casualty risk, 1302 traffic accident samples with detailed information were collected and transformed into data. Base on logistic regression analysis, the quantitative function relationship between vehicle status and driver injury severity was built. This research method represents an important step in the methodological evaluation of vehicle data with respect to traffic safety.
Keywords :
data handling; regression analysis; risk management; road accidents; road safety; traffic engineering computing; China; driver casualty risk; driver injury severity; logistic regression analysis; methodological vehicle data evaluation; quantitative function relationship; risk association; road traffic accidents; vehicle performance risk; vehicle safety issues; vehicle status; Accidents; Injuries; Logistics; Roads; Safety; Vehicle crash testing; Vehicles; casualty risk; logistic regression analysis; traffic accident; vehicle performance;
Conference_Titel :
Transportation Information and Safety (ICTIS), 2015 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4799-8693-4
DOI :
10.1109/ICTIS.2015.7232070
