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Estimation of bubble dynamics in the Chinese real estate market: a State space model

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Listed:
  • Tommaso Gabrieli

    (University College London)

  • Keith Pilbeam

    (City, University of London)

  • Tianyu Wang

    (University of Birmingham)

Abstract

This paper analyses the existence of a bubble in the Chinese real estate market and examines its driving factors with a state-space model. The model considers macroeconomic and real estate time series variables as inputs and employs a Kalman filter to obtain an estimated fundamental price using demand and supply for Chinese real estate. We then measure the deviation between actual and estimated fundamental real estate prices to test for the existence of a bubble. We find evidence for the existence of a bubble especially post 2010, when the deviation ratio is found to be significantly higher with a peak of 80% in 2012. Our estimation of overvaluation is generally much higher than in other studies.

Suggested Citation

  • 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.
    • Handle: RePEc:kap:iecepo:v:15:y:2018:i:2:d:10.1007_s10368-017-0398-y
    DOI: 10.1007/s10368-017-0398-y
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    References listed on IDEAS

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    1. 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.
    2. Tommaso Gabrieli & Keith Pilbeam & Bingxi Shi, 2018. "The impact of shadow banking on the implementation of Chinese monetary policy," International Economics and Economic Policy, Springer, vol. 15(2), pages 429-447, April.
    3. Du, Hongyan & Ma, Yongkai & An, Yunbi, 2011. "The impact of land policy on the relation between housing and land prices: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 19-27, February.
    4. Ambrogio Cesa‐Bianchi & Luis Felipe Cespedes & Alessandro Rebucci, 2015. "Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 301-335, 03.
    5. François Ortalo-Magné & Sven Rady, 2006. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints ," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(2), pages 459-485.
    6. repec:cup:cbooks:9780521835954 is not listed on IDEAS
    7. Mark Bertus & Bryan Stanhouse, 2001. "Rational speculative bubbles in the gold futures market: An application of dynamic factor analysis," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(1), pages 79-108, January.
    8. Jie Chen & Lan Deng, 2014. "Financing Affordable Housing Through Compulsory Saving: The Two-Decade Experience of Housing Provident Fund in China," Housing Studies, Taylor & Francis Journals, vol. 29(7), pages 937-958, October.
    9. 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.
    10. Pingyao Lai, 2017. "China's Housing Market Imbalance from 2003 to 2016: An Analysis Based on the User Cost Approach," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 25(4), pages 44-59, July.
    11. Michael D. Bordo & Olivier Jeanne, 2002. "Monetary Policy and Asset Prices: Does ‘Benign Neglect’ Make Sense?," International Finance, Wiley Blackwell, vol. 5(2), pages 139-164.
    12. Mr. Ashvin Ahuja & Lillian Cheung & Gaofeng Han & Mr. Nathan Porter & Wenlang Zhang, 2010. "Are House Prices Rising Too Fast in China?," IMF Working Papers 2010/274, International Monetary Fund.
    13. 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.
    14. International Monetary Fund, 2010. "Are House Prices Rising too Fast in Hong Kong SAR?," IMF Working Papers 2010/273, International Monetary Fund.
    15. 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.
    16. repec:bla:intfin:v:5:y:2002:i:2:p:139-64 is not listed on IDEAS
    17. Denise DiPasquale & William C. Wheaton, 1992. "The Markets for Real Estate Assets and Space: A Conceptual Framework," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(2), pages 181-198, June.
    18. Ricardo J. Caballero, 2006. "On the Macroeconomics of Asset Shortages," NBER Working Papers 12753, National Bureau of Economic Research, Inc.
    19. Ashvin Ahuja & Lillian Cheung & Gaofeng Han & Nathan Porter & Wenlang Zhang, 2010. "Are House Prices Rising Too Fast in China?," Working Papers 1008, Hong Kong Monetary Authority.
    20. Ambrogio Cesa‐Bianchi & Luis Felipe Cespedes & Alessandro Rebucci, 2015. "Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 301-335, March.
    21. Liang, Qi & Cao, Hua, 2007. "Property prices and bank lending in China," Journal of Asian Economics, Elsevier, vol. 18(1), pages 63-75, February.
    22. Xiaojing Zhang & Tao Sun, 2006. "China's Current Real Estate Cycle and Potential Financial Risks," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 14(4), pages 57-74, August.
    23. Okina, Kunio & Shiratsuka, Shigenori, 2004. "Asset Price Fluctuations, Structural Adjustments, and Sustained Economic Growth: Lessons from Japan's Experience since the Late 1980s," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 22(S1), pages 143-167, December.
    24. Richard J. Herring & Susan Wachter, 1999. "Real Estate Booms and Banking Busts: An International Perspective," Center for Financial Institutions Working Papers 99-27, Wharton School Center for Financial Institutions, University of Pennsylvania.
    25. John McDonald & Houston Stokes, 2013. "Monetary Policy and the Housing Bubble," The Journal of Real Estate Finance and Economics, Springer, vol. 46(3), pages 437-451, April.
    26. Steven C. Bourassa & Patric H. Hendershott & James Murphy, 2001. "Further evidence on the existence of housing market bubbles," Journal of Property Research, Taylor & Francis Journals, vol. 18(1), pages 1-19.
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    Cited by:

    1. Gabrieli, Tommaso & Panagiotidis, Theodore & Xu, Yishuang, 2019. "Pair-wise convergence of intra-city house prices in Beijing," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    2. Dooruj Rambaccussing, 2021. "The price–rent ratio inequality in Scottish Cities: fluctuations in discount rates and expected rent growth," SN Business & Economics, Springer, vol. 1(9), pages 1-15, September.

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    More about this item

    Keywords

    Housing bubble; State-space model; Chinese real estate market;
    All these keywords.

    JEL classification:

    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy

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