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Regional impact of rail network accessibility on residential property price: Modelling spatial heterogeneous capitalisation effects in Hong Kong

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  • He, Sylvia Y.

Abstract

With new rail lines, residents can enjoy higher accessibility and more activity opportunities. However, better access to public transport can potentially increase land prices in catchment areas. In this research, we aim to investigate whether this capitalisation effect goes beyond the conventional catchment area and how such an effect varies across different regions. In a departure from previous studies, we employed a gravity-based accessibility measure to capture the regional impact of rail lines using a cross-sectional analysis of 2001 and 2011 residential apartment data in Hong Kong and a difference-in-difference approach to estimate repeated sales transacted in both years. We used a three-level hierarchical estimation method that allowed the price effect to vary by submarket. The results indicated that the network accessibility of rail lines had a statistically significant capitalisation effect on property prices that varied across different submarkets. Although the three major new rail lines had a greater impact on the built environment in suburban areas, the elasticities in property price with regard to accessibility were still larger in urban areas in both 2001 and 2011. We also establish that the improvements in rail accessibility had a substantially greater effect on the changes in property price between 2001 and 2011 in several new town submarkets along the new lines. From a regional perspective, we conclude that the price effect of new transport infrastructure goes beyond the local catchment areas and call for urban policies that address housing affordability issues across different submarkets in the region and a re-examination of land value capture policies.

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  • He, Sylvia Y., 2020. "Regional impact of rail network accessibility on residential property price: Modelling spatial heterogeneous capitalisation effects in Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 244-263.
  • Handle: RePEc:eee:transa:v:135:y:2020:i:c:p:244-263
    DOI: 10.1016/j.tra.2020.01.025
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    References listed on IDEAS

    as
    1. Gabriel M Ahlfeldt, 2013. "If We Build it, Will They Pay? Predicting Property Price Effects of Transport Innovations," Environment and Planning A, , vol. 45(8), pages 1977-1994, August.
    2. 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.
    3. Sylvia Y. He & Genevieve Giuliano, 2018. "School choice: understanding the trade-off between travel distance and school quality," Transportation, Springer, vol. 45(5), pages 1475-1498, September.
    4. He, Sylvia Y. & Cheung, Yannie H.Y. & Tao, Sui, 2018. "Travel mobility and social participation among older people in a transit metropolis: A socio-spatial-temporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 608-626.
    5. Robert Armstrong & Daniel Rodríguez, 2006. "An Evaluation of the Accessibility Benefits of Commuter Rail in Eastern Massachusetts using Spatial Hedonic Price Functions," Transportation, Springer, vol. 33(1), pages 21-43, January.
    6. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    7. Douglas S. Noonan, 2007. "Finding an Impact of Preservation Policies: Price Effects of Historic Landmarks on Attached Homes in Chicago, 1990-1999," Economic Development Quarterly, , vol. 21(1), pages 17-33, February.
    8. Oliver Shyr & David Emanuel Andersson & Jamie Wang & Taiwei Huang & Olivia Liu, 2013. "Where Do Home Buyers Pay Most for Relative Transit Accessibility? Hong Kong, Taipei and Kaohsiung Compared," Urban Studies, Urban Studies Journal Limited, vol. 50(12), pages 2553-2568, September.
    9. David Andersson & Oliver Shyr & Angel Lee, 2012. "The successes and failures of a key transportation link: accessibility effects of Taiwan’s high-speed rail," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(1), pages 203-223, February.
    10. Dean H. Gatzlaff & Marc T. Smith, 1993. "The Impact of the Miami Metrorail on the Value of Residences near Station Locations," Land Economics, University of Wisconsin Press, vol. 69(1), pages 54-66.
    11. Cervero, Robert & Landis, John, 1997. "Twenty years of the Bay Area Rapid Transit system: Land use and development impacts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(4), pages 309-333, July.
    12. Sun, Weizeng & Zheng, Siqi & Wang, Rui, 2015. "The capitalization of subway access in home value: A repeat-rentals model with supply constraints in Beijing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 104-115.
    13. Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2012. "Private residential price indices in Singapore: A matching approach," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 485-494.
    14. Jeffery J. Smith & Thomas A. Gihring, 2006. "Financing Transit Systems Through Value Capture," American Journal of Economics and Sociology, Wiley Blackwell, vol. 65(3), pages 751-786, July.
    15. Bae, Chang-Hee Christine & Jun, Myung-Jin & Park, Hyeon, 2003. "The impact of Seoul's subway Line 5 on residential property values," Transport Policy, Elsevier, vol. 10(2), pages 85-94, April.
    16. Dubé, Jean & Legros, Diègo & Thériault, Marius & Des Rosiers, François, 2014. "A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices," Transportation Research Part B: Methodological, Elsevier, vol. 64(C), pages 24-40.
    17. Cervero, Robert & Kang, Chang Deok, 2011. "Bus rapid transit impacts on land uses and land values in Seoul, Korea," Transport Policy, Elsevier, vol. 18(1), pages 102-116, January.
    18. McMillen, Daniel P., 2003. "The return of centralization to Chicago: using repeat sales to identify changes in house price distance gradients," Regional Science and Urban Economics, Elsevier, vol. 33(3), pages 287-304, May.
    19. Grimes, Arthur & Young, Chris, 2013. "Spatial effects of urban rail upgrades," Journal of Transport Geography, Elsevier, vol. 30(C), pages 1-6.
    20. Sebastian Brandt & Wolfgang Maennig, 2012. "The impact of rail access on condominium prices in Hamburg," Transportation, Springer, vol. 39(5), pages 997-1017, September.
    21. Bowes, David R. & Ihlanfeldt, Keith R., 2001. "Identifying the Impacts of Rail Transit Stations on Residential Property Values," Journal of Urban Economics, Elsevier, vol. 50(1), pages 1-25, July.
    22. Dong, Xiaojing & Ben-Akiva, Moshe E. & Bowman, John L. & Walker, Joan L., 2006. "Moving from trip-based to activity-based measures of accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(2), pages 163-180, February.
    23. Diao, Mi & Leonard, Delon & Sing, Tien Foo, 2017. "Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 64-77.
    24. Andrew F. Haughwout, 1999. "Regional fiscal cooperation in metropolitan areas: An exploration," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 18(4), pages 579-600.
    25. McDonald, John F. & Osuji, Clifford I., 1995. "The effect of anticipated transportation improvement on residential land values," Regional Science and Urban Economics, Elsevier, vol. 25(3), pages 261-278, June.
    26. Monkkonen, Paavo & Wong, Kelvin & Begley, Jaclene, 2012. "Economic restructuring, urban growth, and short-term trading: The spatial dynamics of the Hong Kong housing market, 1992–2008," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 396-406.
    27. Gabriel Ahlfeldt, 2011. "If Alonso Was Right: Modeling Accessibility And Explaining The Residential Land Gradient," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 318-338, May.
    28. Zhong, Haotian & Li, Wei, 2016. "Rail transit investment and property values: An old tale retold," Transport Policy, Elsevier, vol. 51(C), pages 33-48.
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    16. Sangwan Lee & Liming Wang, 2022. "Intermediate Effect of the COVID-19 Pandemic on Prices of Housing near Light Rail Transit: A Case Study of the Portland Metropolitan Area," Sustainability, MDPI, vol. 14(15), pages 1-17, July.
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    18. Štěpán Mikula & Peter Molnár, 2022. "Expected Transport Accessibility Improvement and House Prices: Evidence from the Construction of the World’s Longest Undersea Road Tunnel," MUNI ECON Working Papers 2022-05, Masaryk University, revised Feb 2023.
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    20. Sisman, S. & Aydinoglu, A.C., 2022. "A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul," Land Use Policy, Elsevier, vol. 119(C).

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