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System Dynamics Modeling of Chinese Urban Housing Markets for Pedagogical and Policy Analysis Purposes

Author

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  • Xin Zhang

    (Massachusetts Institute of Technology)

  • David Geltner

    (Massachusetts Institute of Technology)

  • Richard Neufville

    (Massachusetts Institute of Technology)

Abstract

This paper reports on the current state of a project to develop a system dynamics (SD) model for urban housing markets in China, aimed at facilitating policy analysis and supporting practical educational tools that might reach large numbers of potential entrepreneurs in China. Although numerous academic papers have applied SD models to real estate markets over the past generation, the technique remains relatively unknown and little used both in the academic economics literature and, more to the point, among practitioners and educators in the real estate community. Yet SD has the potential to address key needs among these constituencies, and extend and complement upon traditional economic methods. SD models are focused on modeling market transitions toward long-run equilibria, facilitating the study of the details of causality and the dynamic path of the market and features that are prominent in the history of housing markets in emerging markets. Different from intensive data-driven economic models, SD models are structural-based operational models that can more easily accommodate the actual non-market features and unique institutional components of these emerging real estate markets, where long-range historical data are not readily available. SD can provide intuitive and transparent model structures that should be able to improve pedagogy for educating large numbers of potential real estate entrepreneurs particularly in emerging market countries. For demonstration, in the present paper we choose to focus on the China-specific features of ‘speculative demand’ and ‘land financing scheme’, and use the newly developed SD model to explore the effects of land supply, “command-and-control” versus “market-driven” policies for housing in China. It is important to note, however, that while we chose China for the purposes of our study, the same technique can be applied to any emerging real estate market. Moreover, our research here can be seen as a stepping stone: Before a generalized SD model for emerging markets can be developed, it is both reasonable and appropriate to construct a model that is constrained to a manageable subset of the overall market space.

Suggested Citation

  • Xin Zhang & David Geltner & Richard Neufville, 2018. "System Dynamics Modeling of Chinese Urban Housing Markets for Pedagogical and Policy Analysis Purposes," The Journal of Real Estate Finance and Economics, Springer, vol. 57(3), pages 476-501, October.
  • Handle: RePEc:kap:jrefec:v:57:y:2018:i:3:d:10.1007_s11146-017-9650-z
    DOI: 10.1007/s11146-017-9650-z
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    References listed on IDEAS

    as
    1. William C. Wheaton, 1987. "The Cyclic Behavior of the National Office Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 15(4), pages 281-299, December.
    2. Patric H. Hendershott & Bryan D. MacGregor & Raymond Y.C. Tse, 2002. "Estimation of the Rental Adjustment Process," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(2), pages 165-183.
    3. Patric H. Hendershott & David C. Ling, 1984. "Prospective Changes in Tax Law and the Value of Depreciable Real Estate," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(3), pages 297-317, September.
    4. Miss Yinqiu Lu & Tao Sun, 2013. "Local Government Financing Platforms in China: A Fortune or Misfortune?," IMF Working Papers 2013/243, International Monetary Fund.
    5. Wu, Jing & Gyourko, Joseph & Deng, Yongheng, 2016. "Evaluating the risk of Chinese housing markets: What we know and what we need to know," China Economic Review, Elsevier, vol. 39(C), pages 91-114.
    6. Hsing, You-tien, 2010. "The Great Urban Transformation: Politics of Land and Property in China," OUP Catalogue, Oxford University Press, number 9780199568048.
    7. Smith, Peter C. & van Ackere, Ann, 2002. "A note on the integration of system dynamics and economic models," Journal of Economic Dynamics and Control, Elsevier, vol. 26(1), pages 1-10, January.
    8. Colwell, Peter F., 2002. "Tweaking the DiPasquale-Wheaton Model," Journal of Housing Economics, Elsevier, vol. 11(1), pages 24-39, March.
    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. William C. Wheaton, 1999. "Real Estate “Cycles”: Some Fundamentals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(2), pages 209-230, June.
    11. 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.
    12. William C. Wheaton & Raymond G. Torto, 1988. "Vacancy Rates and the Future of Office Rents," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 16(4), pages 430-436, December.
    13. Patric H. Hendershott & Bryan D. MacGregor, 2005. "Investor Rationality: Evidence from U.K. Property Capitalization Rates," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 33(2), pages 299-322, June.
    14. Andrew Sheng, 2015. "Shadow Banking in China," World Scientific Book Chapters, in: Douglas D Evanoff & Andrew G Haldane & George G Kaufman (ed.), The New International Financial System Analyzing the Cumulative Impact of Regulatory Reform, chapter 4, pages 63-77, World Scientific Publishing Co. Pte. Ltd..
    15. Songtao Wang & Su Han Chan & Bohua Xu, 2012. "The Estimation and Determinants of the Price Elasticity of Housing Supply: Evidence from China," Journal of Real Estate Research, American Real Estate Society, vol. 34(3), pages 311-344.
    16. Hendershott, Patric & MacGregor, Bryan & White, Michael, 2002. "Explaining Real Commercial Rents Using an Error Correction Model with Panel Data," The Journal of Real Estate Finance and Economics, Springer, vol. 24(1-2), pages 59-87, Jan.-Marc.
    17. 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.
    18. Wheaton, William C, 1990. "Vacancy, Search, and Prices in a Housing Market Matching Model," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1270-1292, December.
    19. 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.
    20. Wheaton, William C & Torto, Raymond G & Evans, Peter, 1997. "The Cyclic Behavior of the Greater London Office Market," The Journal of Real Estate Finance and Economics, Springer, vol. 15(1), pages 77-92, July.
    21. Maria Ibanez & Anthony Pennington-Cross, 2013. "Commercial Property Rent Dynamics in U.S. Metropolitan Areas: An Examination of Office, Industrial, Flex and Retail Space," The Journal of Real Estate Finance and Economics, Springer, vol. 46(2), pages 232-259, February.
    22. Patric Hendershott & Colin Lizieri & Bryan MacGregor, 2010. "Asymmetric Adjustment in the City of London Office Market," The Journal of Real Estate Finance and Economics, Springer, vol. 41(1), pages 80-101, July.
    23. 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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    Cited by:

    1. Gyourko, Joseph & Shen, Yang & Wu, Jing & Zhang, Rongjie, 2022. "Land finance in China: Analysis and review," China Economic Review, Elsevier, vol. 76(C).
    2. Armenia, Stefano & Franco, Eduardo & Iandolo, Francesca & Maielli, Giuliano & Vito, Pietro, 2024. "Zooming in and out the landscape: Artificial intelligence and system dynamics in business and management," Technological Forecasting and Social Change, Elsevier, vol. 200(C).

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