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A novel hedonic price modelling approach for estimating the impact of transportation infrastructure on property prices

Author

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  • Scott N Lieske

    (University of Queensland, Australia)

  • Ryan van den Nouwelant

    (Western Sydney University, Australia)

  • Jung Hoon Han

    (University of New South Wales, Australia)

  • Christopher Pettit

    (University of New South Wales, Australia)

Abstract

Hedonic estimations of the effect of transport infrastructure on property prices vary widely. This high variability demonstrates a deficit in our understanding of these relationships, limits the utility of econometrics for the valuation of urban property markets, and limits the development and implementation of effective and fair market-based policy tools. Several avenues may lead to improved consistency: re-consideration of accessibility, inclusion of urban design characteristics, assessment of spatial dependence and spatial heterogeneity, and consideration of geographic scale. This paper outlines the rationale and opportunities for inclusion of, and presents empirical tests for, these assertions using a case study in western Sydney, Australia. Results show a number of urban design characteristics to be significant determinants of residential property price. Street connectivity and higher density in areas surrounding residences negatively impact price, higher density close to train stations positively impacted price in one model. Park-and-ride stations led to decreases in property values. Smaller study area results indicate a nonlinear relationship between distance to train station and property price and a disamenity impact for residences within 400 m of train stations. Relative accessibility measured as frequency of peak hour trains is a significant and positive determinant of price in the larger study area. Incorporation of a price trend surface and estimation using a spatial error model reduce the extent to which spatial autocorrelation overstates the effect of a train station on prices. These conceptual and empirical improvements further develop our understanding of the effect of transport infrastructure on property values.

Suggested Citation

  • Scott N Lieske & Ryan van den Nouwelant & Jung Hoon Han & Christopher Pettit, 2021. "A novel hedonic price modelling approach for estimating the impact of transportation infrastructure on property prices," Urban Studies, Urban Studies Journal Limited, vol. 58(1), pages 182-202, January.
    • Handle: RePEc:sae:urbstu:v:58:y:2021:i:1:p:182-202
    DOI: 10.1177/0042098019879382
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    References listed on IDEAS

    as
    1. Jenny Schuetz, 2015. "Do rail transit stations encourage neighbourhood retail activity?," Urban Studies, Urban Studies Journal Limited, vol. 52(14), pages 2699-2723, November.
    2. 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.
    3. Corinne Mulley, 2014. "Accessibility and Residential Land Value Uplift: Identifying Spatial Variations in the Accessibility Impacts of a Bus Transitway," Urban Studies, Urban Studies Journal Limited, vol. 51(8), pages 1707-1724, June.
    4. W. Erwin Diewert & Jan de Haan & Rens Hendriks, 2015. "Hedonic Regressions and the Decomposition of a House Price Index into Land and Structure Components," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 106-126, February.
    5. Mavoa, Suzanne & Witten, Karen & McCreanor, Tim & O’Sullivan, David, 2012. "GIS based destination accessibility via public transit and walking in Auckland, New Zealand," Journal of Transport Geography, Elsevier, vol. 20(1), pages 15-22.
    6. John Matthews & Geoffrey Turnbull, 2007. "Neighborhood Street Layout and Property Value: The Interaction of Accessibility and Land Use Mix," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 111-141, August.
    7. Bastian, Chris T. & McLeod, Donald M. & Germino, Matthew J. & Reiners, William A. & Blasko, Benedict J., 2002. "Environmental amenities and agricultural land values: a hedonic model using geographic information systems data," Ecological Economics, Elsevier, vol. 40(3), pages 337-349, March.
    8. Mi Diao, 2015. "Selectivity, spatial autocorrelation and the valuation of transit accessibility," Urban Studies, Urban Studies Journal Limited, vol. 52(1), pages 159-177, January.
    9. Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications - Books, The World Bank Group, number 17280.
    10. Mohammad, Sara I. & Graham, Daniel J. & Melo, Patricia C. & Anderson, Richard J., 2013. "A meta-analysis of the impact of rail projects on land and property values," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 158-170.
    11. Robert Hill, 2011. "Hedonic Price Indexes for Housing," OECD Statistics Working Papers 2011/1, OECD Publishing.
    12. Handy, Susan, 1993. "Regional Versus Local Accessibility: Implications for Nonwork Travel," University of California Transportation Center, Working Papers qt2z79q67d, University of California Transportation Center.
    13. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2007. "The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 161-180, August.
    14. David Wadley & Peter Elliott & Jung Hoon Han, 2017. "Modelling homeowners’ reactions to the placement of high voltage overhead transmission lines," International Planning Studies, Taylor & Francis Journals, vol. 22(2), pages 114-127, April.
    15. McIntosh, James & Trubka, Roman & Newman, Peter, 2014. "Can value capture work in a car dependent city? Willingness to pay for transit access in Perth, Western Australia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 320-339.
    16. Christopher D. Higgins & Pavlos S. Kanaroglou, 2016. "Forty years of modelling rapid transit’s land value uplift in North America: moving beyond the tip of the iceberg," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 610-634, September.
    17. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
    18. Páez, Antonio & Scott, Darren M. & Morency, Catherine, 2012. "Measuring accessibility: positive and normative implementations of various accessibility indicators," Journal of Transport Geography, Elsevier, vol. 25(C), pages 141-153.
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