Structural equation modeling for travel behavior research

被引:678
作者
Golob, TF [1 ]
机构
[1] Univ Calif Irvine, Inst Transportat Studies, Irvine, CA 92697 USA
关键词
structural equation models; travel behavior; travel demand modeling; statistical methods; discrete choice models; dynamic models; attitudinal data;
D O I
10.1016/S0191-2615(01)00046-7
中图分类号
F [经济];
学科分类号
02 ;
摘要
Structural equation modeling (SEM) is an extremely flexible linear-in-parameters multivariate statistical modeling technique. It has been used in modeling travel behavior and values since about 1980, and its use is rapidly accelerating, partially due to the availability of improved software. The number of published studies, now known to be more than 50, has approximately doubled in the past three years. This review of SEM is intended to provide an introduction to the field for those who have not used the method, and a compendium of applications for those who wish to compare experiences and avoid the pitfall of reinventing previous research. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1 / 25
页数:25
相关论文
共 166 条
[41]   STRUCTURAL MODELS FOR ANALYSIS OF TRAVELER ATTITUDE-BEHAVIOR RELATIONSHIPS [J].
DOBSON, R ;
REIBSTEIN, D ;
LOVELOCK, C ;
DUNBAR, F ;
SMITH, CJ .
TRANSPORTATION, 1978, 7 (04) :351-363
[42]   YOUNG-ADULT DRINKING-DRIVING - BEHAVIORAL AND PSYCHOSOCIAL CORRELATES [J].
DONOVAN, JE .
JOURNAL OF STUDIES ON ALCOHOL, 1993, 54 (05) :600-613
[43]  
Duncan O. D., 2014, Introduction to Structural Equation Models
[44]   PATH ANALYSIS - SOCIOLOGICAL EXAMPLES [J].
DUNCAN, OD .
AMERICAN JOURNAL OF SOCIOLOGY, 1966, 72 (01) :1-16
[45]  
Epstein R. J., 1987, A History of Econometrics
[46]   Effects of Sample Size, Estimation Methods, and Model Specification on Structural Equation Modeling Fit Indexes [J].
Fan, Xitao ;
Thompson, Bruce ;
Wang, Lin .
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 1999, 6 (01) :56-83
[47]   Effects of Sample Size and Nonnormality on the Estimation of Mediated Effects in Latent Variable Models [J].
Finch, John F. ;
West, Stephen G. ;
MacKinnon, David P. .
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 1997, 4 (02) :87-107
[48]  
Fox J., 1984, LINEAR STAT MODELS R
[49]  
Friman M., 2001, J RETAILING CONSUMER, V8, P105, DOI DOI 10.1016/S0969-6989(00)00004-7
[50]  
Friman M., 2001, J RETAIL CONSUM SERV, V8, P95, DOI [https://doi.org/10.1016/S0969-6989(00)00003-5, DOI 10.1016/S0969-6989(00)00003-5]