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Compact development and preference heterogeneity in residential location choice behaviour: A latent class analysis

Author

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  • Felix Haifeng Liao

    (University of Utah, USA)

  • Steven Farber

    (University of Utah, USA)

  • Reid Ewing

    (University of Utah, USA)

Abstract

The success of compact development depends in part on accurately gauging its public demand and understanding residents’ preferences towards it. Drawing upon a stated-preference survey in the Wasatch Front region in Utah, this paper estimates preferences for compact, walkable and transit-friendly neighbourhoods through the application of a discrete choice experiment. Results derived from a latent class analysis reveal significant heterogeneity in residential location preferences. Overall, strong preferences for compact development are more likely to occur among families with fewer school-age children, low-income and renter-occupied households, and those who appreciate social heterogeneity and have less desire for privacy. These tastes are also associated with personal preferences for walking and biking and supportive opinions toward environmental protection and urban growth boundary policies. By comparing respondents’ preferences to their actual residential and travel choices in two contrasting subregions, we further address the complex relationships between environment, preferences, residential locations and travel.

Suggested Citation

  • Felix Haifeng Liao & Steven Farber & Reid Ewing, 2015. "Compact development and preference heterogeneity in residential location choice behaviour: A latent class analysis," Urban Studies, Urban Studies Journal Limited, vol. 52(2), pages 314-337, February.
  • Handle: RePEc:sae:urbstu:v:52:y:2015:i:2:p:314-337
    DOI: 10.1177/0042098014527138
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    References listed on IDEAS

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    1. Mokhtarian, Patricia L. & Cao, Xinyu, 2008. "Examining the impacts of residential self-selection on travel behavior: A focus on methodologies," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 204-228, March.
    2. Farber, Steven & Li, Xiao, 2013. "Urban sprawl and social interaction potential: an empirical analysis of large metropolitan regions in the United States," Journal of Transport Geography, Elsevier, vol. 31(C), pages 267-277.
    3. Paul G. Lewis & Mark Baldassare, 2010. "The Complexity of Public Attitudes Toward Compact Development," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(2), pages 219-237, April.
    4. Jonathan Levine & Lawrence Frank, 2007. "Transportation and land-use preferences and residents’ neighborhood choices: the sufficiency of compact development in the Atlanta region," Transportation, Springer, vol. 34(2), pages 255-274, March.
    5. De Vos, Jonas & Derudder, Ben & Van Acker, Veronique & Witlox, Frank, 2012. "Reducing car use: changing attitudes or relocating? The influence of residential dissonance on travel behavior," Journal of Transport Geography, Elsevier, vol. 22(C), pages 1-9.
    6. Reid Ewing & Robert Cervero, 2010. "Travel and the Built Environment," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(3), pages 265-294.
    7. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    8. Olaru, Doina & Smith, Brett & Taplin, John H.E., 2011. "Residential location and transit-oriented development in a new rail corridor," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(3), pages 219-237, March.
    9. Coogan, Matthew A. & Adler, Thomas & Karash, Karla, 2012. "The paths from walk preference to walk behavior: Applying latent factors in structural equation modeling," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 5(3), pages 68-82.
    10. Bhat, Chandra R. & Guo, Jessica Y., 2007. "A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels," Transportation Research Part B: Methodological, Elsevier, vol. 41(5), pages 506-526, June.
    11. Xinyu Cao & Patricia Mokhtarian & Susan Handy, 2007. "Do changes in neighborhood characteristics lead to changes in travel behavior? A structural equations modeling approach," Transportation, Springer, vol. 34(5), pages 535-556, September.
    12. Tim Schwanen & Patricia L. Mokhtarian, 2007. "Attitudes toward travel and land use and choice of residential neighborhood type: Evidence from the San Francisco bay area," Housing Policy Debate, Taylor & Francis Journals, vol. 18(1), pages 171-207, January.
    13. Brian Lee & Paul Waddell, 2010. "Residential mobility and location choice: a nested logit model with sampling of alternatives," Transportation, Springer, vol. 37(4), pages 587-601, July.
    14. Joan Walker & Jieping Li, 2007. "Latent lifestyle preferences and household location decisions," Journal of Geographical Systems, Springer, vol. 9(1), pages 77-101, April.
    15. Bert van Wee, 2009. "Self‐Selection: A Key to a Better Understanding of Location Choices, Travel Behaviour and Transport Externalities?," Transport Reviews, Taylor & Francis Journals, vol. 29(3), pages 279-292, January.
    16. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    17. Hazel Morrow‐Jones & Elena Irwin & Brian Roe, 2004. "Consumer Preference for Neotraditional Neighborhood Characteristics," Housing Policy Debate, Taylor & Francis Journals, vol. 15(1), pages 171-202.
    18. Brett Smith & Doina Olaru, 2013. "Lifecycle Stages and Residential Location Choice in the Presence of Latent Preference Heterogeneity," Environment and Planning A, , vol. 45(10), pages 2495-2514, October.
    19. Edoardo Marcucci & Amanda Stathopoulos & Lucia Rotaris & Romeo Danielis, 2011. "Comparing Single and Joint Preferences: A Choice Experiment on Residential Location in Three-Member Households," Environment and Planning A, , vol. 43(5), pages 1209-1225, May.
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