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What determines China's housing price dynamics? New evidence from a DSGE‐VAR

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  • Chunping Liu
  • Zhirong Ou
Abstract
We investigate what determines China's housing price dynamics using a DSGE‐VAR estimated with priors allowing for the featured operating of normal and “shadow” banks in China, with data observed between 2001 and 2014. We find that the housing demand shock, which is the essential factor for housing price “bubbles” to happen, accounts for near 90% of the housing price fluctuation. We also find that a prosperous housing market could have led to future economic growth, though quantitatively its marginal impact is small. But this also means that, for policy‐makers who wish to stabilize the housing market, the cost on output reduction would be rather limited.

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  • Chunping Liu & Zhirong Ou, 2021. "What determines China's housing price dynamics? New evidence from a DSGE‐VAR," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3269-3305, July.
    • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:3:p:3269-3305
    DOI: 10.1002/ijfe.1962
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    1. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    2. 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.
    3. Markus K. Brunnermeier & Christian Julliard, 2008. "Money Illusion and Housing Frenzies," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 135-180, January.
    4. 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.
    5. Morris A. Davis, 2010. "housing and the business cycle," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    6. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    7. Michael Funke & Petar Mihaylovski & Haibin Zhu, "undated". "Monetary policy transmission in China: A DSGE model with parallel shadow banking and interest rate control," GRU Working Paper Series GRU_2016_007, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    8. Allen, Franklin & Qian, Meijun & Xie, Jing, 2019. "Understanding informal financing," Journal of Financial Intermediation, Elsevier, vol. 39(C), pages 19-33.
    9. repec:zbw:bofitp:urn:nbn:fi:bof-201503181118 is not listed on IDEAS
    10. Carlos Carvalho & Nilda Pasca & Laura Souza & Eduardo Zilberman, 2023. "Macroeconomic Effects of Credit Deepening in Latin America," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(7), pages 1817-1855, October.
    11. Edward L. Glaeser & Joseph Gyourko, 2005. "Urban Decline and Durable Housing," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 345-375, April.
    12. Le, Vo Phuong Mai & Meenagh, David & Minford, Patrick & Wickens, Michael, 2011. "How much nominal rigidity is there in the US economy? Testing a new Keynesian DSGE model using indirect inference," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 2078-2104.
    13. Mr. Bin Wang & Tao Sun, 2013. "How Effective are Macroprudential Policies in China?," IMF Working Papers 2013/075, International Monetary Fund.
    14. Liu Hongyu & Yun W. Park & Zheng Siqi, 2002. "The Interaction between Housing Investment and Economic Growth in China," International Real Estate Review, Global Social Science Institute, vol. 5(1), pages 40-60.
    15. Tsai, Kellee S., 2004. "Imperfect Substitutes: The Local Political Economy of Informal Finance and Microfinance in Rural China and India," World Development, Elsevier, vol. 32(9), pages 1487-1507, September.
    16. Rubio, Margarita, 2019. "Monetary And Macroprudential Policies Under Fixed And Variable Interest Rates," Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1024-1061, April.
    17. Wang, Songtao & Yang, Zan & Liu, Hongyu, 2011. "Impact of urban economic openness on real estate prices: Evidence from thirty-five cities in China," China Economic Review, Elsevier, vol. 22(1), pages 42-54, March.
    18. F. Verona & M. M. F. Martins & I. Drumond, 2013. "(Un)anticipated Monetary Policy in a DSGE Model with a Shadow Banking System," International Journal of Central Banking, International Journal of Central Banking, vol. 9(3), pages 78-124, September.
    19. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    20. Allen, Franklin & Qian, Yiming & Tu, Guoqian & Yu, Frank, 2019. "Entrusted loans: A close look at China's shadow banking system," Journal of Financial Economics, Elsevier, vol. 133(1), pages 18-41.
    21. Shu-hen Chiang, 2014. "Housing Markets in China and Policy Implications: Comovement or Ripple Effect," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 22(6), pages 103-120, November.
    22. Peter M. DeMarzo & Ron Kaniel & Ilan Kremer, 2008. "Relative Wealth Concerns and Financial Bubbles," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 19-50, January.
    23. Jie Chen & Feng Guo & Aiyong Zhu, 2011. "The Housing-led Growth Hypothesis Revisited," Urban Studies, Urban Studies Journal Limited, vol. 48(10), pages 2049-2067, August.
    24. Gregory C. Chow & Linlin Niu, 2015. "Housing Prices in Urban China as Determined by Demand and Supply," Pacific Economic Review, Wiley Blackwell, vol. 20(1), pages 1-16, February.
    25. Del Negro, Marco & Schorfheide, Frank & Smets, Frank & Wouters, Rafael, 2007. "On the Fit of New Keynesian Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 123-143, April.
    26. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    27. 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.
    28. Zheng Liu & Pengfei Wang & Tao Zha, 2013. "Land‐Price Dynamics and Macroeconomic Fluctuations," Econometrica, Econometric Society, vol. 81(3), pages 1147-1184, May.
    29. Luca Benati & Paolo Surico, 2009. "VAR Analysis and the Great Moderation," American Economic Review, American Economic Association, vol. 99(4), pages 1636-1652, September.
    30. Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-164, April.
    31. Zhang, Wenlang, 2009. "China's monetary policy: Quantity versus price rules," Journal of Macroeconomics, Elsevier, vol. 31(3), pages 473-484, September.
    32. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    33. Marco Del Negro & Frank Schorfheide, 2004. "Priors from General Equilibrium Models for VARS," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 643-673, May.
    34. repec:zbw:bofitp:2015_009 is not listed on IDEAS
    35. Sims, Christopher A & Zha, Tao, 1998. "Bayesian Methods for Dynamic Multivariate Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 949-968, November.
    36. Wu, Guiying Laura & Feng, Qu & Li, Pei, 2015. "Does local governments’ budget deficit push up housing prices in China?," China Economic Review, Elsevier, vol. 35(C), pages 183-196.
    37. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    38. Jianjun Miao & Pengfei Wang & Lifang Xu, 2016. "Stock market bubbles and unemployment," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 61(2), pages 273-307, February.
    39. Jianjun Miao & Pengfei Wang & Zhiwei Xu, 2015. "A Bayesian dynamic stochastic general equilibrium model of stock market bubbles and business cycles," Quantitative Economics, Econometric Society, vol. 6(3), pages 599-635, November.
    40. repec:zbw:bofrdp:2013_004 is not listed on IDEAS
    41. Jose A. Scheinkman & Wei Xiong, 2003. "Overconfidence and Speculative Bubbles," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1183-1219, December.
    42. Wen-Tai Hsu & Xiaolu Li & Yang Tang & Jing Wu, 2017. "Determinants of Urban Land Supply in the People's Republic of China: How Do Political Factors Matter?," Asian Development Review, MIT Press, vol. 34(2), pages 152-183, September.
    43. Liu, Chunping & Ou, Zhirong, 2019. "Has fiscal expansion inflated house prices in China? Evidence from an estimated DSGE model," Cardiff Economics Working Papers E2019/18, Cardiff University, Cardiff Business School, Economics Section.
    44. Meese Richard & Wallace Nancy, 1994. "Testing the Present Value Relation for Housing Prices: Should I Leave My House in San Francisco?," Journal of Urban Economics, Elsevier, vol. 35(3), pages 245-266, May.
    45. Torsten Ehlers & Steven Kong & Feng Zhu, 2018. "Mapping shadow banking in China: structure and dynamics," BIS Working Papers 701, Bank for International Settlements.
    46. Wen, Xing-Chun & He, Ling-Yun, 2015. "Housing demand or money supply? A new Keynesian dynamic stochastic general equilibrium model on China’s housing market fluctuations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 432(C), pages 257-268.
    47. Liang, Qi & Cao, Hua, 2007. "Property prices and bank lending in China," Journal of Asian Economics, Elsevier, vol. 18(1), pages 63-75, February.
    48. Changrong Deng & Yongkai Ma & Yao-Min Chiang, 2009. "The Dynamic Behavior of Chinese Housing Prices," International Real Estate Review, Global Social Science Institute, vol. 12(2), pages 121-134.
    49. Hsu, Wen-Tai & Li, Xiaolu & Tang, Yang & Wu, Jing, 2017. "Determinants of Urban Land Supply in China: How Do Political Factors Matter?," Economics and Statistics Working Papers 7-2017, Singapore Management University, School of Economics.
    50. Ng, Eric C.Y., 2015. "Housing market dynamics in China: Findings from an estimated DSGE model," Journal of Housing Economics, Elsevier, vol. 29(C), pages 26-40.
    51. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    52. Heike Joebges & Sebastian Dullien & Alejandro Márquez-Velázquez, 2015. "What causes housing bubbles?," IMK Studies 43-2015, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    53. Heike Joebges & Sebastian Dullien & Alejandro Márquez-Velázquez, 2015. "What causes housing bubbles? A theoretical and empirical inquiry," Competence Centre on Money, Trade, Finance and Development 1501, Hochschule fuer Technik und Wirtschaft, Berlin.
    54. Wang, Zhi & Zhang, Qinghua, 2014. "Fundamental factors in the housing markets of China," Journal of Housing Economics, Elsevier, vol. 25(C), pages 53-61.
    55. Minetti, Raoul & Peng, Tao & Jiang, Tao, 2019. "Keeping up with the Zhangs and house price dynamics in China," Journal of Economic Dynamics and Control, Elsevier, vol. 109(C).
    56. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    57. BAI, Chong-En & QIAN, Zhenjie, 2010. "The factor income distribution in China: 1978-2007," China Economic Review, Elsevier, vol. 21(4), pages 650-670, December.
    58. Adjemian, Stéphane & Darracq Pariès, Matthieu & Moyen, Stéphane, 2008. "Towards a monetary policy evaluation framework," Working Paper Series 942, European Central Bank.
    59. Zhicheng Zhou & Prapatchon Jariyapan, 2013. "The impact of macroeconomic policies to real estate market in People's Republic of China," The Empirical Econometrics and Quantitative Economics Letters, Faculty of Economics, Chiang Mai University, vol. 2(3), pages 75-92, September.
    60. 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.
    61. Rashmi U. Arora & Quanda Zhang, 2019. "Banking in the Shadows: A Comparative Study of China and India," Australian Economic History Review, Economic History Society of Australia and New Zealand, vol. 59(1), pages 103-131, March.
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    More about this item

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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