IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v47y2015i37p4020-4035.html
   My bibliography  Save this article

Expectation, volatility and liquidity in the housing market

Author

Listed:
  • Xian Zheng

Abstract

Measuring housing price volatility is fundamental to understanding the dynamics of housing price risk. This article aims to explore whether a liquidity factor plays a role in explaining the second moment (i.e. the volatility) of housing prices. Housing price volatility is measured as the conditional variance of a Generalized Auto Regressive Conditional Heteroscedasticity (GARCH) model under the Adaptive Expectations framework. The empirical evidence reveals that volatility transmits from smaller housing units to larger housing units, which indirectly supports the trade-up effect discussed in the literature. In addition, less liquid housing classes are more sensitive to unexpected liquidity shocks, and the starter housing class is extraordinarily sensitive to negative liquidity shocks. Consistent with friction search theory, pricing errors are alleviated as the trading volume increases, because the valuation price tends to be more accurate as more information is available.

Suggested Citation

  • Xian Zheng, 2015. "Expectation, volatility and liquidity in the housing market," Applied Economics, Taylor & Francis Journals, vol. 47(37), pages 4020-4035, August.
  • Handle: RePEc:taf:applec:v:47:y:2015:i:37:p:4020-4035
    DOI: 10.1080/00036846.2015.1023943
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2015.1023943
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2015.1023943?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mark Andrew & Geoffrey Meen, 2003. "House Price Appreciation, Transactions and Structural Change in the British Housing Market: A Macroeconomic Perspective," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(1), pages 99-116, March.
    2. Chan, Sewin, 2001. "Spatial Lock-in: Do Falling House Prices Constrain Residential Mobility?," Journal of Urban Economics, Elsevier, vol. 49(3), pages 567-586, May.
    3. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    4. Dennis R. Capozza & Patric H. Hendershott & Charlotte Mack, 2004. "An Anatomy of Price Dynamics in Illiquid Markets: Analysis and Evidence from Local Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 1-32, March.
    5. Evans, George W. & Ramey, Garey, 2006. "Adaptive expectations, underparameterization and the Lucas critique," Journal of Monetary Economics, Elsevier, vol. 53(2), pages 249-264, March.
    6. Belayet Hossain & Ehsan Latif, 2009. "Determinants of housing price volatility in Canada: a dynamic analysis," Applied Economics, Taylor & Francis Journals, vol. 41(27), pages 3521-3531.
    7. Engsted, Tom & Pedersen, Thomas Q., 2014. "Housing market volatility in the OECD area: Evidence from VAR based return decompositions," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 91-103.
    8. Huh, Chan G. & Lansing, Kevin J., 2000. "Expectations, credibility, and disinflation in a small macroeconomic model," Journal of Economics and Business, Elsevier, vol. 52(1-2), pages 51-86.
    9. Gelain, Paolo & Lansing, Kevin J., 2014. "House prices, expectations, and time-varying fundamentals," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 3-25.
    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. 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.
    12. Norman Miller & Liang Peng, 2006. "Exploring Metropolitan Housing Price Volatility," The Journal of Real Estate Finance and Economics, Springer, vol. 33(1), pages 5-18, August.
    13. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    14. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    15. Paul D. Childs & Steven H. Ott & Timothy J. Riddiough, 2002. "Optimal Valuation of Noisy Real Assets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(3), pages 385-414.
    16. Yong Tu & Seow Ong & Ying Han, 2009. "Turnovers and Housing Price Dynamics: Evidence from Singapore Condominium Market," The Journal of Real Estate Finance and Economics, Springer, vol. 38(3), pages 254-274, April.
    17. Jim Clayton, 1996. "Rational Expectations, Market Fundamentals and Housing Price Volatility," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(4), pages 441-470, December.
    18. John M. Clapp & Walter Dolde & Dogan Tirtiroglu, 1995. "Imperfect Information and Investor Inferences From Housing Price Dynamics," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(3), pages 239-269, September.
    19. Robert Novy‐Marx, 2009. "Hot and Cold Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(1), pages 1-22, March.
    20. Eddie Chi-man Hui & Xian Zheng & Hui Wang, 2013. "Investor sentiment and risk appetite of real estate security market," Applied Economics, Taylor & Francis Journals, vol. 45(19), pages 2801-2807, July.
    21. Lu Han, 2010. "The Effects of Price Risk on Housing Demand: Empirical Evidence from U.S. Markets," Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3889-3928, November.
    22. C. Y. Yiu & K. F. Man & S. K. Wong, 2008. "Trading Volume and Price Dispersion in Housing Markets," Journal of Property Research, Taylor & Francis Journals, vol. 25(3), pages 203-219, December.
    23. David Dale‐Johnson & G. Michael Phillips, 1984. "Housing Attributes Associated with Capital Gain," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(2), pages 162-175, June.
    24. Norman G. Miller & Liang Peng & Michael A. Sklarz, 2011. "The Economic Impact of Anticipated House Price Changes—Evidence from Home Sales," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(2), pages 345-378, June.
    25. Susanne Cannon & Norman G. Miller & Gurupdesh S. Pandher, 2006. "Risk and Return in the U.S. Housing Market: A Cross-Sectional Asset-Pricing Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 34(4), pages 519-552, December.
    26. Donald Haurin, 1988. "The Duration of Marketing Time of Residential Housing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 16(4), pages 396-410, December.
    27. Paul D. Childs & Steven H. Ott & Timothy J. Riddiough, 2002. "Optimal Valuation of Claims on Noisy Real Assets: Theory and an Application," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(3), pages 415-443.
    28. Kiel, Katherine A., 1994. "The Impact of House Price Appreciation on Household Mobility," Journal of Housing Economics, Elsevier, vol. 3(2), pages 92-108, June.
    29. Ross, Stephen A, 1989. " Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy," Journal of Finance, American Finance Association, vol. 44(1), pages 1-17, March.
    30. James A. Berkovec & John L. Goodman, 1996. "Turnover as a Measure of Demand for Existing Homes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(4), pages 421-440, December.
    31. Eddie Chi-man Hui & Xian Zheng, 2012. "The dynamic correlation and volatility of real estate price and rental: an application of MSV model," Applied Economics, Taylor & Francis Journals, vol. 44(23), pages 2985-2995, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lok Sang Ho & Mengna Hu & Xiangdong Wei & Gary Wai Chung Wong, 2023. "The market distortion effects of mortgage tightening and transaction taxes: Evidence from Hong Kong residential resale market," Pacific Economic Review, Wiley Blackwell, vol. 28(1), pages 142-164, February.
    2. Ana Claudia Sant’Anna & Ani L. Katchova, 2020. "Determinants of land value volatility in the U.S. Corn Belt," Applied Economics, Taylor & Francis Journals, vol. 52(37), pages 4058-4072, July.
    3. Sheng-Hau Lin & Jia-Hsun Li & Jing-Chzi Hsieh & Xianjin Huang & Jia-Tsong Chen, 2018. "Impact of Property Tax on Housing-Market Disequilibrium in Different Regions: Evidence from Taiwan for the period 1982–2016," Sustainability, MDPI, vol. 10(11), pages 1-18, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yong Tu & Seow Ong & Ying Han, 2009. "Turnovers and Housing Price Dynamics: Evidence from Singapore Condominium Market," The Journal of Real Estate Finance and Economics, Springer, vol. 38(3), pages 254-274, April.
    2. Genesove, David & Han, Lu, 2012. "Search and matching in the housing market," Journal of Urban Economics, Elsevier, vol. 72(1), pages 31-45.
    3. de Wit, Erik R. & Englund, Peter & Francke, Marc K., 2013. "Price and transaction volume in the Dutch housing market," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 220-241.
    4. François Ortalo-Magné & Sven Rady, 2006. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints ," Review of Economic Studies, Oxford University Press, vol. 73(2), pages 459-485.
    5. Oikarinen, Elias, 2012. "Empirical evidence on the reaction speeds of housing prices and sales to demand shocks," Journal of Housing Economics, Elsevier, vol. 21(1), pages 41-54.
    6. Arslan, Yavuz & Kanık, Birol & Köksal, Bülent, 2015. "Anticipated vs. unanticipated house price movements and transaction volume," Journal of Housing Economics, Elsevier, vol. 28(C), pages 121-129.
    7. Jim Clayton & Norman Miller & Liang Peng, 2010. "Price-volume Correlation in the Housing Market: Causality and Co-movements," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 14-40, January.
    8. Deng, Yongheng & Girardin, Eric & Joyeux, Roselyne, 2018. "Fundamentals and the volatility of real estate prices in China: A sequential modelling strategy," China Economic Review, Elsevier, vol. 48(C), pages 205-222.
    9. Jim Clayton & Greg MacKinnon & Liang Peng, 2008. "Time Variation of Liquidity in the Private Real Estate Market: An Empirical Investigation," Journal of Real Estate Research, American Real Estate Society, vol. 30(2), pages 125-160.
    10. Yongheng Deng & Eric Girardin & Roselyne Joyeux, 2015. "Fundamentals and the Volatility of Real Estate Prices in China: A Sequential Modelling Strategy," Working Papers 222015, Hong Kong Institute for Monetary Research.
    11. Mi Diao & Yi Fan & Tien Foo Sing, 2018. "Demand restrictions; government interventions; resale public housing market; private housing market; housing wealth," ERES eres2018_32, European Real Estate Society (ERES).
    12. Eric Levin & Gwilym Pryce, 2011. "A Disequilibrium Model of the Market for Houses: Implicit Selling Time as a Signal of Optimal Holding Periods and Buyer Valuation," Urban Studies, Urban Studies Journal Limited, vol. 48(11), pages 2249-2263, August.
    13. Aaron Hedlund, 2014. "The Cyclical Dynamics of Illiquid Housing, Debt, and Foreclosures," Working Papers 1416, Department of Economics, University of Missouri.
    14. Akkoyun, H. Cagri & Arslan, Yavuz & Kanik, Birol, 2013. "Housing prices and transaction volume," Journal of Housing Economics, Elsevier, vol. 22(2), pages 119-134.
    15. Carozzi, Felipe, 2015. "Credit constraints and the composition of housing sales. Farewell to first-time buyers?," LSE Research Online Documents on Economics 65016, London School of Economics and Political Science, LSE Library.
    16. Paul E. Carrillo & Erik Robert De Wit & William D. Larson, 2012. "Can Tightness in the Housing Market Help Predict Subsequent Home Price Appreciation? Evidence from the U.S. and the Netherlands," Working Papers 2012-11, The George Washington University, Institute for International Economic Policy.
    17. Martijn I. Dröes & Marc K. Francke, 2018. "What Causes the Positive Price-Turnover Correlation in European Housing Markets?," The Journal of Real Estate Finance and Economics, Springer, vol. 57(4), pages 618-646, November.
    18. Cipollini, Andrea & Parla, Fabio, 2020. "Housing market shocks in italy: A GVAR approach," Journal of Housing Economics, Elsevier, vol. 50(C).
    19. Vílchez, Diego, 2015. "Evaluando las Dinámicas de Precios en el Sector Inmobiliario: Evidencia para Perú," Working Papers 2015-013, Banco Central de Reserva del Perú.
    20. Aaron Hedlund, 2014. "Illiquidity and its Discontents: Trading Delays and Foreclosures in the Housing Market," Working Papers 1417, Department of Economics, University of Missouri.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:applec:v:47:y:2015:i:37:p:4020-4035. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.