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Pair-wise Convergence of Intra-city House Prices in Beijing

Author

Listed:
  • Tommaso Gabrieli
  • Theodore Panagiotidis
  • Yishuang Xu

Abstract

This paper examines the long-run convergence of houses price across the eighteen Beijing districts using monthly dataset that span from January 2006 to December 2014. Following a pair-wise approach, we conduct unit root tests on all N(N-1)/2 possible pairs of housing price differentials across the N districts of Beijing. By doing so we do not select any base-district or regional average as the benchmark. A two-stage approach is employed . In the first stage, unit root tests are employed to investigate the convergence (stationarity) of house price differentials across Beijing. Over half of the intra-city house price differentials are found to be stationary. The second stage of the investigates the drivers of convergence. The probability of a pair being stationarity is affected by income differentials across the eighteen districts, as well as the demographics differentials and supply-side factors. Last we reveal that the half-life of a shock towards long-run price equilibrium is positively affected by distance and housing supply while little evidence can be found for the influence of income and population density.

Suggested Citation

  • Tommaso Gabrieli & Theodore Panagiotidis & Yishuang Xu, 2018. "Pair-wise Convergence of Intra-city House Prices in Beijing," ERES eres2018_236, European Real Estate Society (ERES).
  • Handle: RePEc:arz:wpaper:eres2018_236
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    References listed on IDEAS

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    1. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    2. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    3. Carlos Garriga & Aaron Hedlund & Yang Tang & Ping Wang, 2023. "Rural-Urban Migration, Structural Transformation, and Housing Markets in China," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 413-440, April.
    4. Hanming Fang & Quanlin Gu & Wei Xiong & Li-An Zhou, 2016. "Demystifying the Chinese Housing Boom," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 105-166.
    5. Andrew Abbott & Glauco De Vita, 2012. "Pairwise Convergence of District-level House Prices in London," Urban Studies, Urban Studies Journal Limited, vol. 49(4), pages 721-740, March.
    6. Zhang, Yanbing & Hua, Xiuping & Zhao, Liang, 2012. "Exploring determinants of housing prices: A case study of Chinese experience in 1999–2010," Economic Modelling, Elsevier, vol. 29(6), pages 2349-2361.
    7. Kapetanios, George & Shin, Yongcheol & Snell, Andy, 2003. "Testing for a unit root in the nonlinear STAR framework," Journal of Econometrics, Elsevier, vol. 112(2), pages 359-379, February.
    8. Stengos, Thanasis & Yazgan, M. Ege, 2014. "Persistence In Convergence," Macroeconomic Dynamics, Cambridge University Press, vol. 18(4), pages 753-782, June.
    9. Goldberg, Pinelopi K. & Verboven, Frank, 2005. "Market integration and convergence to the Law of One Price: evidence from the European car market," Journal of International Economics, Elsevier, vol. 65(1), pages 49-73, January.
    10. Holmes, Mark J. & Otero, Jesús & Panagiotidis, Theodore, 2019. "Property heterogeneity and convergence club formation among local house prices," Journal of Housing Economics, Elsevier, vol. 43(C), pages 1-13.
    11. Kaiji Chen & Yi Wen, 2017. "The Great Housing Boom of China," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(2), pages 73-114, April.
    12. Mark J Holmes & Jesús Otero & Theodore Panagiotidis, 2018. "Climbing the property ladder: An analysis of market integration in London property prices," Urban Studies, Urban Studies Journal Limited, vol. 55(12), pages 2660-2681, September.
    13. Herrerias, M.J. & Ordoñez, J., 2012. "New evidence on the role of regional clusters and convergence in China (1952–2008)," China Economic Review, Elsevier, vol. 23(4), pages 1120-1133.
    14. Tommaso Gabrieli & Keith Pilbeam & Tianyu Wang, 2018. "Estimation of bubble dynamics in the Chinese real estate market: a State space model," International Economics and Economic Policy, Springer, vol. 15(2), pages 483-499, April.
    15. Clapp, John M. & Tirtiroglu, Dogan, 1994. "Positive feedback trading and diffusion of asset price changes: Evidence from housing transactions," Journal of Economic Behavior & Organization, Elsevier, vol. 24(3), pages 337-355, August.
    16. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    17. M. Hashem Pesaran & Ron Smith & Takashi Yamagata & Lyudmyla Hvozdyk, 2009. "Pairwise Tests of Purchasing Power Parity," Econometric Reviews, Taylor & Francis Journals, vol. 28(6), pages 495-521.
    18. 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.
    19. Cheung, Yin-Wong & Lai, Kon S, 1995. "Lag Order and Critical Values of the Augmented Dickey-Fuller Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 277-280, July.
    20. Mark J. Holmes & Jesús Otero & Theodore Panagiotidis, 2017. "A Pair-wise Analysis of Intra-city Price Convergence Within the Paris Housing Market," The Journal of Real Estate Finance and Economics, Springer, vol. 54(1), pages 1-16, January.
    21. Stengos Thanasis & Yazgan M. Ege, 2014. "Persistence in real exchange rate convergence," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 18(1), pages 73-88, February.
    22. Bian, Timothy Yang & Gete, Pedro, 2015. "What drives housing dynamics in China? A sign restrictions VAR approach," Journal of Macroeconomics, Elsevier, vol. 46(C), pages 96-112.
    23. Edward Glaeser & Wei Huang & Yueran Ma & Andrei Shleifer, 2017. "A Real Estate Boom with Chinese Characteristics," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 93-116, Winter.
    24. Nafeesa Yunus & Peggy E. Swanson, 2013. "A Closer Look at the U.S. Housing Market: Modeling Relationships among Regions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(3), pages 542-568, September.
    25. Holmes, Mark J. & Otero, Jesús & Panagiotidis, Theodore, 2011. "Investigating regional house price convergence in the United States: Evidence from a pair-wise approach," Economic Modelling, Elsevier, vol. 28(6), pages 2369-2376.
    26. Xinhua Liu & L. Wray, 2010. "Excessive Liquidity and Bank Lending in China," International Journal of Political Economy, Taylor & Francis Journals, vol. 39(3), pages 45-63.
    27. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    28. Christian Dreger & Yanqun Zhang, 2010. "Is There a Bubble in the Chinese Housing Market?," Discussion Papers of DIW Berlin 1081, DIW Berlin, German Institute for Economic Research.
    29. Liang, Qi & Cao, Hua, 2007. "Property prices and bank lending in China," Journal of Asian Economics, Elsevier, vol. 18(1), pages 63-75, February.
    30. Wang, Zhi & Zhang, Qinghua, 2014. "Fundamental factors in the housing markets of China," Journal of Housing Economics, Elsevier, vol. 25(C), pages 53-61.
    31. Guo, Feng & Huang, Ying Sophie, 2010. "Does "hot money" drive China's real estate and stock markets?," International Review of Economics & Finance, Elsevier, vol. 19(3), pages 452-466, June.
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    1. Duran, Hasan Engin & Özdoğan, Hilal, 2020. "Asymmetries across regional housing markets in Turkey," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).

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    More about this item

    Keywords

    Chinese House Prices; Cointegration; House Price Convergence; Pair-wise approach;
    All these keywords.

    JEL classification:

    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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