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

fYear

2012

fDate

25-27 July 2012

Firstpage

7270

Lastpage

7273

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Control Conference (CCC), 2012 31st Chinese

Conference_Location

Hefei

ISSN

1934-1768

Print_ISBN

978-1-4673-2581-3

Type

conf

Filename

6391226