Spatial self-selection in land-use–travel behavior interactions: accounting simultaneously for attitudes and socioeconomic characteristics

João de Abreu e Silva ()
Additional contact information
João de Abreu e Silva: CESUR/DECivil, Instituto Superior Técnico, University of Lisbon, Postal: Avenida Rovisco Pais 1, , 1049-001 Lisbon, Portugal

The Journal of Transport and Land Use, 2014, vol. 7, issue 2, 63-84

Abstract: Spatial self-selection can be ascribed to two main factors: socioeconomic characteristics or attitudinal aspects towards travel and location choices. Several studies have investigated the influence of self-selection on the relations between travel behavior and land-use patterns. So far the results could be considered mixed. The model proposed herein uses data collected in 2009 for the Lisbon Metropolitan Area. A structural equations model was built to study the effects of spatial self-selection due to both socioeconomic and attitudinal effects. Three model specifications were considered: one treating attitudes toward travel as exogenous and two others considering them as endogenous. The preferred specification considered attitudes as exogenous. The land-use patterns are described by factors both at the residence and employment zones of each individual. The travel behavior variables included here are multidimensional and include commuting distance, car ownership, the number of trips by mode, and the total amount of time between the first and last trips. On account of the data characteristics and sample size, Bayesian estimation, as implemented in AMOSTM software, was used. The results obtained show that although the attitudinal variables significantly influence travel behavior, they do not annul the effects of land-use patterns in also contributing to shape the same behavior.

Keywords: Self-Selection; Structural Equation Models; Land Use Patterns; Attitudes (search for similar items in EconPapers)
JEL-codes: R40 (search for similar items in EconPapers)
Date: 2014
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (15)

Downloads: (external link)
https://www.jtlu.org/index.php/jtlu/article/download/696/430 Spatial self-selection in land-use–travel behavior interactions: accounting simultaneously for attitudes and socioeconomic characteristics (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:ris:jtralu:0136

Access Statistics for this article

The Journal of Transport and Land Use is currently edited by David M. Levinson

More articles in The Journal of Transport and Land Use from Center for Transportation Studies, University of Minnesota Contact information at EDIRC.
Bibliographic data for series maintained by Arlene Mathison ().