HOW USUAL BEHAVIOUR CAN AFFECT PERCEIVED DRIVERS' PSYCHOLOGICAL STATE WHILE DRIVING

被引:17
作者
Cardamone, Angelo Stephen [1 ]
Eboli, Laura [1 ]
Forciniti, Carmen [1 ]
Mazzulla, Gabriella [1 ]
机构
[1] Univ Calabria, Dept Civil Engn, I-87030 Commenda Di Rende, Italy
关键词
road accident; driving behaviour; psychological state while driving; ordered probit model; ORDERED PROBIT MODEL; INJURY SEVERITY; ACCIDENT SEVERITY; VEHICLE CRASHES; ROAD SAFETY; LOGIT MODEL; PREFERENCE; WILLINGNESS; COLLISIONS; RISK;
D O I
10.3846/16484142.2015.1059885
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Road accidents have a relevant impact in terms of economic and social costs. As a consequence, many research studies have focused on identifying the key factors affecting accident severity. Traditionally, these factors can be included in the infrastructural, human and vehicle groups. Among these, human factors have a relevant impact on accident severity, which depends on driving experience, driver's socio-economic characteristics, and driving behaviour, but also on the driver's psychological state while driving. In this paper we investigate on the relationships between driving behaviour usually taken by the driver and his/her perceived psychological state while driving. In order to achieve this goal we adopt an Ordered Probit (OP) model formulation calibrated on the basis of experimental data collected by a sample survey. We demonstrate that the adopted methodology accounts for the differential impacts of certain human factors on driver's psychological state.
引用
收藏
页码:13 / 22
页数:10
相关论文
共 39 条
[1]  
ACI, 2010, COST SOC INC STRAD
[2]  
ACI, 2009, COST SOC INC STRAD
[3]  
ACI, 2008, COST SOC INC STRAD
[4]  
Agresti A, 2007, INTRO CATEGORICAL DA
[5]   Using logistic regression to estimate the influence of accident factors on accident severity [J].
Al-Ghamdi, AS .
ACCIDENT ANALYSIS AND PREVENTION, 2002, 34 (06) :729-741
[6]   The independent contribution of driver, crash, and vehicle characteristics to driver fatalities [J].
Bédard, M ;
Guyatt, GH ;
Stones, MJ ;
Hirdes, JP .
ACCIDENT ANALYSIS AND PREVENTION, 2002, 34 (06) :717-727
[7]  
Borooah V.K., 2001, Logit and Probit: Ordered and Multinomial Models, Quantitative Studies in the Social Sciences
[8]  
Cardamone A. S., 2014, MIBILITA TRAFFICO SI, P193
[9]  
Cardamone A.S., 2014, ADV TRANSPORT STUD, V33, P59
[10]   Willingness to use mobile application for smartphone for improving road safety [J].
Cardamone, Angelo Stephen ;
Eboli, Laura ;
Forciniti, Carmen ;
Mazzulla, Gabriella .
INTERNATIONAL JOURNAL OF INJURY CONTROL AND SAFETY PROMOTION, 2016, 23 (02) :155-169