Modeling residential sorting effects to understand the impact of the built environment on commute mode choice

Abdul Rawoof Pinjari, Ram Pendyala, Chandra R. Bhat, Paul A. Waddell

Research output: Contribution to journalArticle

89 Citations (Scopus)

Abstract

This paper presents an examination of the significance of residential sorting or self selection effects in understanding the impacts of the built environment on travel choices. Land use and transportation system attributes are often treated as exogenous variables in models of travel behavior. Such models ignore the potential self selection processes that may be at play wherein households and individuals choose to locate in areas or built environments that are consistent with their lifestyle and transportation preferences, attitudes, and values. In this paper, a simultaneous model of residential location choice and commute mode choice that accounts for both observed and unobserved taste variations that may contribute to residential self selection is estimated on a survey sample extracted from the 2000 San Francisco Bay Area household travel survey. Model results show that both observed and unobserved residential self selection effects do exist; however, even after accounting for these effects, it is found that built environment attributes can indeed significantly impact commute mode choice behavior. The paper concludes with a discussion of the implications of the model findings for policy planning.

Original languageEnglish (US)
Pages (from-to)557-573
Number of pages17
JournalTransportation
Volume34
Issue number5
DOIs
StatePublished - Sep 2007

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Sorting
sorting
modeling
travel
residential location
self potential
travel behavior
transportation system
lifestyle
Land use
land use
built environment
effect
Planning
examination
planning
Values
attribute
household

Keywords

  • Built environment
  • Causality
  • Heterogeneity
  • Joint model
  • Residential self-selection
  • Travel behavior

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Development

Cite this

Modeling residential sorting effects to understand the impact of the built environment on commute mode choice. / Pinjari, Abdul Rawoof; Pendyala, Ram; Bhat, Chandra R.; Waddell, Paul A.

In: Transportation, Vol. 34, No. 5, 09.2007, p. 557-573.

Research output: Contribution to journalArticle

Pinjari, Abdul Rawoof ; Pendyala, Ram ; Bhat, Chandra R. ; Waddell, Paul A. / Modeling residential sorting effects to understand the impact of the built environment on commute mode choice. In: Transportation. 2007 ; Vol. 34, No. 5. pp. 557-573.
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