Title :
The analysis on evaluation indicators of commercial drivers selection
Author :
Xuemei, Chen ; Zhonghua, Wei ; Li, Gao
Author_Institution :
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
Commercial drivers´ safety evaluation indicators and evaluation methods are important parts of transportation system. Firstly, the correlation coefficient between influencing factors and the accident level was calculated combined with relevant research data and systematic reviews theory, the factors related to commercial drivers´ safety were also quantitatively determined. Secondly, relational model between driver factors and the severity of the accident was established using Logistic regression method to explicit the influence of some factors on accidents. Finally, the selection of commercial drivers´ safety evaluation indicators was studied combined with data analysis and modeling.
Keywords :
regression analysis; road accidents; road safety; road traffic; transportation; accident level; accident severity; commercial driver safety evaluation indicator; commercial driver selection; correlation coefficient; data analysis; data modeling; driver factor; evaluation method; logistic regression method; relational model; traffic accident; transportation system; Accidents; Correlation; Roads; Safety; Vehicles; AHP; Commercial drivers; Evaluation; Indicator;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3