Comparing effects of eco-driving training and simple advices on driving behavior

被引:61
作者
Andrieu, Cindie [1 ]
Saint Pierre, Guillaume [1 ]
机构
[1] LIVIC, IM, IFSTTAR, F-78000 Versailles, France
来源
PROCEEDINGS OF EWGT 2012 - 15TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION | 2012年 / 54卷
关键词
eco-driving; logistic regression; driving behavior;
D O I
10.1016/j.sbspro.2012.09.740
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Eco-driving style is widely known to induce up to 20% fuel consumption reduction, but little is known on the effects of different learning methods. In order to evaluate the potential impacts of future ecological driving assistance system (EDAS), two kinds of experiments are analyzed in this paper: In the first one, simple advices are given to the participants, while in the second one, full courses with eco-driving experts were used. Different kind of statistical models are discussed, among which we choose to apply the ordinary logistic regression to assess the effects of each driving advice separately. (C) 2012 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the Program Committee
引用
收藏
页码:211 / 220
页数:10
相关论文
共 16 条
[1]  
[Anonymous], 2011, Categorical data analysis
[2]  
Barbe J., 2008, GERICO HUMAN CTR E 1, V#10
[3]  
Benminoun M., 2011, 8 ITS EUR C 2011 LYO
[4]  
CIECA, 2007, INT PROJ EC CAT BDRI
[5]   Independent driving pattern factors and their influence on fuel-use and exhaust emission factors [J].
Ericsson, E .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2001, 6 (05) :325-345
[6]  
Guo F., 2010, MODELING 100 CAR SAF
[7]  
Hosmer W., 2000, Applied Logistic Regression, VSecond
[8]  
LIANG KY, 1986, BIOMETRIKA, V73, P13, DOI 10.1093/biomet/73.1.13
[9]  
Moinedden R., 2007, BMC MED RES METHODOL, P7
[10]   A simulation study of the number of events per variable in logistic regression analysis [J].
Peduzzi, P ;
Concato, J ;
Kemper, E ;
Holford, TR ;
Feinstein, AR .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1996, 49 (12) :1373-1379