This paper describes the development, estimation and interpretation of a mo
del relating socio-demographics, activity participation (time use) and trav
el behavior. A complex set of interrelationships among the variables of int
erest is estimated simultaneously using the structural equation modeling me
thodology, with activity participation (time allocated to a number of activ
ity types) and travel behavior endogenous to the model. The research report
ed here shows that complex relationships among socio-demographics, activity
participation and travel behavior exist and can be captured by the structu
ral equation model structure. Specifically, the results show that we can ex
plain travel behavior better by including activity participation endogenous
ly in the model, than through socio-demographics alone. Furthermore, the re
sults reported here reveal the relationships between in-home and out-of-hom
e activity participation and travel behavior. Lastly, the research shows th
at by examining the direct, indirect and total effects in the model system,
we are able to better capture and understand the relationships among socio
-demographics, activity participation and travel behavior. (C) 1998 Elsevie
r Science Ltd. All rights reserved.