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Multilevel and Multivariate Structural Equation Models for Activity Participation and Travel Behavior  

최연숙 (중앙대학교 도시공학과)
정진혁 (중앙대학교 도시공학과)
Publication Information
Journal of Korean Society of Transportation / v.21, no.4, 2003 , pp. 145-154 More about this Journal
Abstract
Multilevel and Multivariate Structural Equation Mpdel is applied to handle the hierarchical nature of the data and explain complex relationship among socioeconomic factors of individuals and household, activity participation, and travel behavior using Puset Sound Transportation Panel data. From analysis, variations of individual activity participation and travel behavior can be divided into two categories : Within-household variation and Between-households variation. Empirical results show that the interdependency index(p) of variables for household members within a household is between 0.13 and 0.33 indicating high interdependency. These results suggest that Multilevel and Multivariate SEM approach is an appropriate modeling methodology and gives additional information for activity participation and travel behavior. Also most of personal and household characteristics influence on activity participation and travel behavior within a household as well as between households.
Keywords
PSTP;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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