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Transit premium and rent segmentation: A spatial quantile hedonic analysis of Shanghai Metro

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  • Wang, Yiming
  • Feng, Suwei
  • Deng, Zhongwei
  • Cheng, Shuangyu

Abstract

When measuring the betterment effect of public transit, most of the existing econometric research tends to use residential property price data and to focus on the conditional mean rather than the conditional variance in terms of the implicit price premium paid for access to public transit. However, because property sale price partly reflects speculation on future capital gains, it sheds little light on the renters' willingness-to-pay for living near public transportation facilities, let alone the variation in rent premium for transit proximity. We in this paper employ a spatial quantile hedonic regression method to gauge the rental impact of metro stations on a large sample of two-bedroom-one-bathroom (2b1b) apartments across 2575 residential complex communities (or “xiaoqu” in mandarin Chinese) in Shanghai, China, as observed between December 2012 and January 2013. We find: a) a community’s geographic adjacency to the nearest Shanghai Metro station tends to correlate positively with the xiaoqu’s average asking rent of 2b1b apartments, indicating a significant rent premium for transit proximity; b) although the transit premium fluctuates across the different rent levels, the variation is statistically insignificant, suggesting no evidence of transit-induced segmentation of the local private residential rental market. Apart from its policy implications, this paper demonstrates a US-China comparative perspective and a novel spatial quantile regression approach to test the segmentation effect of mass transit in a dynamic urban housing market.

Suggested Citation

  • Wang, Yiming & Feng, Suwei & Deng, Zhongwei & Cheng, Shuangyu, 2016. "Transit premium and rent segmentation: A spatial quantile hedonic analysis of Shanghai Metro," Transport Policy, Elsevier, vol. 51(C), pages 61-69.
    • Handle: RePEc:eee:trapol:v:51:y:2016:i:c:p:61-69
    DOI: 10.1016/j.tranpol.2016.04.016
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    1. Powell, James L, 1986. "Symmetrically Trimmed Least Squares Estimation for Tobit Models," Econometrica, Econometric Society, vol. 54(6), pages 1435-1460, November.
    2. Chong, Terence Tai-Leung & Shui, Kenny Chi-Wai & Wong, Vivian H., 2014. "The nexus between labor wages and property rents in the Greater China area," China Economic Review, Elsevier, vol. 30(C), pages 180-191.
    3. Feng, Qu & Wu, Guiying Laura, 2015. "Bubble or riddle? An asset-pricing approach evaluation on China's housing market," Economic Modelling, Elsevier, vol. 46(C), pages 376-383.
    4. Siqi Zheng & Matthew E. Kahn, 2013. "Does Government Investment in Local Public Goods Spur Gentrification? Evidence from Beijing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(1), pages 1-28, March.
    5. Xu, Tao & Zhang, Ming, 2016. "Tailoring empirical research on transit access premiums for planning applications," Transport Policy, Elsevier, vol. 51(C), pages 49-60.
    6. Genevieve Giuliano & Peter Gordon & Qisheng Pan & JiYoung Park, 2010. "Accessibility and Residential Land Values: Some Tests with New Measures," Urban Studies, Urban Studies Journal Limited, vol. 47(14), pages 3103-3130, December.
    7. Wu, Jing & Gyourko, Joseph & Deng, Yongheng, 2012. "Evaluating conditions in major Chinese housing markets," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 531-543.
    8. Chase Billingham & Barry Bluestone & Stephanie Pollack, 2010. "Maintaining diversity in America's transit-rich neighborhoods: tools for equitable neighborhood change," New England Community Developments, Federal Reserve Bank of Boston, pages 1-6.
    9. Webster, Chris & Wu, Fulong & Zhang, Fangzhu & Sarkar, Chinmoy, 2016. "Informality, property rights, and poverty in China’s “favelas”," World Development, Elsevier, vol. 78(C), pages 461-476.
    10. Poterba, James M, 1992. "Taxation and Housing: Old Questions, New Answers," American Economic Review, American Economic Association, vol. 82(2), pages 237-242, May.
    11. Lin, Jeffrey, 2002. "Gentrification and Transit in Northwest Chicago," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 41(4).
    12. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    13. James M. Poterba, 1984. "Tax Subsidies to Owner-Occupied Housing: An Asset-Market Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(4), pages 729-752.
    14. Daniel Baldwin Hess & Tangerine Maria Almeida, 2007. "Impact of Proximity to Light Rail Rapid Transit on Station-area Property Values in Buffalo, New York," Urban Studies, Urban Studies Journal Limited, vol. 44(5-6), pages 1041-1068, May.
    15. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2011. "The Impact of Rail Transport on Real Estate Prices," Urban Studies, Urban Studies Journal Limited, vol. 48(5), pages 997-1015, April.
    16. 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.
    17. E Heikkila & P Gordon & J I Kim & R B Peiser & H W Richardson & D Dale-Johnson, 1989. "What Happened to the CBD-Distance Gradient?: Land Values in a Policentric City," Environment and Planning A, , vol. 21(2), pages 221-232, February.
    18. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    19. Liao, Wen-Chi & Wang, Xizhu, 2012. "Hedonic house prices and spatial quantile regression," Journal of Housing Economics, Elsevier, vol. 21(1), pages 16-27.
    20. Matthew E. Kahn, 2007. "Gentrification Trends in New Transit-Oriented Communities: Evidence from 14 Cities That Expanded and Built Rail Transit Systems," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 35(2), pages 155-182, June.
    Full references (including those not matched with items on IDEAS)

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