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Identifying latent demand for transit-oriented development neighbourhoods: Evidence from a mid-sized urban area in Canada

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  • Huang, Yu
  • Parker, Dawn
  • Minaker, Leia

Abstract

Many studies have provided strong evidence of residents' support for the characteristics of transit-oriented development (TOD) neighbourhoods, but few have explicitly investigated the question of whether these preferences translate into their actual choices. How many households are experiencing a state of residential mismatch between preferred and actual neighbourhoods? What trade-offs have they made in residential location choices? We draw on data from a 2017 residential location choice survey in Kitchener Waterloo (KW), Canada, and employ latent class analysis (LCA) to address these questions. The light-rail transit (LRT) corridor encompassing the area that is 800 m surrounding LRT stops is defined as the TOD area. This study finds empirical evidence of TOD preferences in mid-sized cities and further uncovers latent demand for TOD neighbourhoods during the LRT construction phase. 37% of respondents hold strong TOD preferences but purchased outside TOD areas. These households are primarily young families (aged 25–34) with children and represent a possible missing target in TOD housing supply in our study area. Our findings provide support for building more “missing middle” intensified family housing in TOD areas of mid-sized cities.

Suggested Citation

  • Huang, Yu & Parker, Dawn & Minaker, Leia, 2021. "Identifying latent demand for transit-oriented development neighbourhoods: Evidence from a mid-sized urban area in Canada," Journal of Transport Geography, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:jotrge:v:90:y:2021:i:c:s0966692320310176
    DOI: 10.1016/j.jtrangeo.2020.102940
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    as
    1. 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.
    2. Kim, Sung Hoo & Circella, Giovanni & Mokhtarian, Patricia L., 2019. "Identifying latent mode-use propensity segments in an all-AV era," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 192-207.
    3. Ettema, Dick & Nieuwenhuis, Roy, 2017. "Residential self-selection and travel behaviour: What are the effects of attitudes, reasons for location choice and the built environment?," Journal of Transport Geography, Elsevier, vol. 59(C), pages 146-155.
    4. Casey Dawkins & Rolf Moeckel, 2016. "Transit-Induced Gentrification: Who Will Stay, and Who Will Go?," Housing Policy Debate, Taylor & Francis Journals, vol. 26(4-5), pages 801-818, September.
    5. Tim Schwanen & Patricia L Mokhtarian, 2004. "The Extent and Determinants of Dissonance between Actual and Preferred Residential Neighborhood Type," Environment and Planning B, , vol. 31(5), pages 759-784, October.
    6. Kara S. Luckey & Wesley E. Marshall & Catherine Durso & Carol Atkinson-Palombo, 2018. "Residential preferences, transit accessibility and social equity: insights from the Denver region," Journal of Urbanism: International Research on Placemaking and Urban Sustainability, Taylor & Francis Journals, vol. 11(2), pages 149-174, April.
    7. Kamruzzaman, Md. & Baker, Douglas & Washington, Simon & Turrell, Gavin, 2013. "Residential dissonance and mode choice," Journal of Transport Geography, Elsevier, vol. 33(C), pages 12-28.
    8. Papa, Enrica & Bertolini, Luca, 2015. "Accessibility and Transit-Oriented Development in European metropolitan areas," Journal of Transport Geography, Elsevier, vol. 47(C), pages 70-83.
    9. Noland, Robert B. & Weiner, Marc D. & DiPetrillo, Stephanie & Kay, Andrew I., 2017. "Attitudes towards transit-oriented development: Resident experiences and professional perspectives," Journal of Transport Geography, Elsevier, vol. 60(C), pages 130-140.
    10. Wolday, Fitwi & Cao, Jason & Næss, Petter, 2018. "Examining factors that keep residents with high transit preference away from transit-rich zones and associated behavior outcomes," Journal of Transport Geography, Elsevier, vol. 66(C), pages 224-234.
    11. Katherine Brookfield, 2017. "Residents’ preferences for walkable neighbourhoods," Journal of Urban Design, Taylor & Francis Journals, vol. 22(1), pages 44-58, January.
    12. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
    13. 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.
    14. 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.
    15. Staricco, Luca & Vitale Brovarone, Elisabetta, 2018. "Promoting TOD through regional planning. A comparative analysis of two European approaches," Journal of Transport Geography, Elsevier, vol. 66(C), pages 45-52.
    16. Ela Babalik-Sutcliffe, 2002. "Urban rail systems: Analysis of the factors behind success," Transport Reviews, Taylor & Francis Journals, vol. 22(4), pages 415-447, January.
    17. Higgins, Christopher D. & Kanaroglou, Pavlos S., 2016. "A latent class method for classifying and evaluating the performance of station area transit-oriented development in the Toronto region," Journal of Transport Geography, Elsevier, vol. 52(C), pages 61-72.
    18. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    19. 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.
    20. Cao, Xinyu (Jason), 2015. "Heterogeneous effects of neighborhood type on commute mode choice: An exploration of residential dissonance in the Twin Cities," Journal of Transport Geography, Elsevier, vol. 48(C), pages 188-196.
    21. Neil Dunse & Sotirios Thanos & Glen Bramley, 2013. "Planning policy, housing density and consumer preferences," Journal of Property Research, Taylor & Francis Journals, vol. 30(3), pages 221-238, September.
    22. Guang Tian & Reid Ewing & William Greene, 2015. "Desire for Smart Growth: A Survey of Residential Preferences in the Salt Lake Region of Utah," Housing Policy Debate, Taylor & Francis Journals, vol. 25(3), pages 446-462, July.
    23. Schirmer, Patrick & van Eggermond, Michael & Axhausen, Kay, 2014. "The role of location in residential location choice models: a review of literature," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(2), pages 3-21.
    24. Joan Walker & Jieping Li, 2007. "Latent lifestyle preferences and household location decisions," Journal of Geographical Systems, Springer, vol. 9(1), pages 77-101, April.
    25. Song, Yan & Knaap, Gerrit-Jan, 2003. "New urbanism and housing values: a disaggregate assessment," Journal of Urban Economics, Elsevier, vol. 54(2), pages 218-238, September.
    26. 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.
    27. 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.
    28. Phani Kumar, P. & Ravi Sekhar, Ch. & Parida, Manoranjan, 2018. "Residential dissonance in TOD neighborhoods," Journal of Transport Geography, Elsevier, vol. 72(C), pages 166-177.
    29. Morey, Edward & Thiene, Mara & De Salvo, Maria & Signorello, Giovanni, 2008. "Using attitudinal data to identify latent classes that vary in their preference for landscape preservation," Ecological Economics, Elsevier, vol. 68(1-2), pages 536-546, December.
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