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A structural equations analysis of commuters' activity and travel patterns
Authors:Arun R Kuppam  Ram M Pendyala
Institution:(1) Cambridge Systematics, Inc., 1300 Clay Street, Suite 1010, Oakland, CA 94612, USA;(2) Department of Civil and Environmental Engineering, University of South Florida, ENB 118, 4202 East Fowler Avenue, Tampa, FL 33620- 5350, USA
Abstract:An exploratory analysis of commuters' activity and travel patterns was carried out using activity-based travel survey data collected in the Washington, DC metropolitan area to investigate and estimate relationships among socio-demographics, activity participation, and travel behavior. Structural equations modeling methodology was adopted to determine the structural relationships among commuters' demographics, activity patterns, trip generation, and trip chaining information. Three types of structural equations model systems were estimated: one that models relationships between travel and activity participation, another that captures trade-offs between in-home and out-of-home activity durations, and a third that models the generation of complex work trip chains. The model estimation results show that strong relationships do exist among commuters' socio-demographic characteristics, activity engagement information, and travel behavior. The finding that significant trade-offs exist between in-home and out-of-home activity participation is noteworthy in the context of in-home vs. out-of-home substitution effects. Virtually all of the results obtained in this paper corroborate earlier findings reported in the literature regarding relationships among time use, activity participation, and travel. This revised version was published online in June 2006 with corrections to the Cover Date.
Keywords:activity frequency  activity pattern  commuter behavior  structural equations  time use  travel duration
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