IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this article or follow this journal

Bubble-like housing boom–bust cycles: Evidence from the predictive power of households’ expectations

  • Huang, MeiChi
Registered author(s):

    This study examines the role of households’ expectations in predicting the housing boom–bust cycles in the United States. It incorporates two nonlinear features of housing price dynamics: a threshold co-movement between households’ expectations and housing price growth and a structural break in their interrelation. It uses the monthly good-time-to-buy (GTTB) index as a proxy for households’ expectations about the U.S. housing market, and employs the structural break threshold vector autoregression (SBTVAR) to specify breakpoints in housing market dynamics during the recent decades. The findings indicate that shifts in interactions between households’ expectations and housing price growth are synchronous with the recent housing boom–bust cycles. The SBTVAR framework outperforms other models as it captures more of the housing market's unique dynamic characteristics. The GTTB index, which governs expectation regime-switching patterns, is able to signal the recent housing bust three periods in advance.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://www.sciencedirect.com/science/article/pii/S106297691300080X
    Download Restriction: Full text for ScienceDirect subscribers only

    As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

    Article provided by Elsevier in its journal The Quarterly Review of Economics and Finance.

    Volume (Year): 54 (2014)
    Issue (Month): 1 ()
    Pages: 2-16

    as
    in new window

    Handle: RePEc:eee:quaeco:v:54:y:2014:i:1:p:2-16
    Contact details of provider: Web page: http://www.elsevier.com/locate/inca/620167

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as in new window
    1. Stephen D. Oliner & Joseph B. Nichols & Michael R. Mulhall, 2012. "Swings in commercial and residential land prices in the United States," AEI Economics Working Papers 16021, American Enterprise Institute.
    2. Ceron, Jose A. & Suarez, Javier, 2006. "Hot and Cold Housing Markets: International Evidence," CEPR Discussion Papers 5411, C.E.P.R. Discussion Papers.
    3. Guidolin, Massimo & Ravazzolo, Francesco & Tortora, Andrea Donato, 2013. "Alternative econometric implementations of multi-factor models of the U.S. financial markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(2), pages 87-111.
    4. Harrison Hong & Jose Scheinkman & Wei Xiong, 2005. "Asset Float and Speculative Bubbles," NBER Working Papers 11367, National Bureau of Economic Research, Inc.
    5. Pami Dua, 2004. "Analysis of Consumers' Perceptions of Buying Conditions for Houses," Working papers 127, Centre for Development Economics, Delhi School of Economics.
    6. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals, and Misperceptions," NBER Working Papers 11643, National Bureau of Economic Research, Inc.
    7. Fernando Ferreira & Joseph Gyourko & Joseph Tracy, 2008. "Housing Busts and Household Mobility," NBER Working Papers 14310, National Bureau of Economic Research, Inc.
    8. Monica Billio & Roberto Casarin & Francesco Ravazzolo & Herman K. van Dijk, 2012. "Combination schemes for turning point predictions," Working Papers 2012_15, Department of Economics, University of Venice "Ca' Foscari".
    9. Kuang-Liang Chang & Nan-Kuang Chen & Charles Leung, 2011. "Monetary Policy, Term Structure and Asset Return: Comparing REIT, Housing and Stock," The Journal of Real Estate Finance and Economics, Springer, vol. 43(1), pages 221-257, July.
    10. Gordon W. Crawford & Michael C. Fratantoni, 2003. "Assessing the Forecasting Performance of Regime-Switching, ARIMA and GARCH Models of House Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(2), pages 223-243, 06.
    11. Lastrapes, William D., 2002. "The Real Price of Housing and Money Supply Shocks: Time Series Evidence and Theoretical Simulations," Journal of Housing Economics, Elsevier, vol. 11(1), pages 40-74, March.
    12. Lee, Chul-In, 2007. "Does provision of public rental housing crowd out private housing investment? A panel VAR approach," Journal of Housing Economics, Elsevier, vol. 16(1), pages 1-20, March.
    13. Anderson, H.M. & Vahid, F., 2000. "Predicting the Probability of a Recession with Nonlinear Autoregressive Leading Indicator Models," Monash Econometrics and Business Statistics Working Papers 3/00, Monash University, Department of Econometrics and Business Statistics.
    14. P. Zemcik & V. Mikhed, 2009. "Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence," ERES eres2009-275, European Real Estate Society (ERES).
    15. Mikhed, Vyacheslav & Zemcík, Petr, 2009. "Do house prices reflect fundamentals? Aggregate and panel data evidence," Journal of Housing Economics, Elsevier, vol. 18(2), pages 140-149, June.
    16. Rapach, David E. & Strauss, Jack K., 2009. "Differences in housing price forecastability across US states," International Journal of Forecasting, Elsevier, vol. 25(2), pages 351-372.
    17. Lucy F. Ackert & Bryan K. Church & Narayanan Jayaraman, 2011. "Is There a Link Between Money Illusion and Homeowners’ Expectations of Housing Prices?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(2), pages 251-275, 06.
    18. Elena Andreou & Eric Ghysels, 2001. "Detecting Multiple Breaks in Financial Market Volatility Dynamics," University of Cyprus Working Papers in Economics 0202, University of Cyprus Department of Economics.
    19. Strauss, Jack, 2013. "Does housing drive state-level job growth? Building permits and consumer expectations forecast a state’s economic activity," Journal of Urban Economics, Elsevier, vol. 73(1), pages 77-93.
    20. Darren K. Hayunga & Peter P. Lung, 2011. "Explaining Asset Mispricing Using the Resale Option and Inflation Illusion," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(2), pages 313-344, 06.
    21. Ana Beatriz C. Galvao, 2006. "Structural break threshold VARs for predicting US recessions using the spread," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(4), pages 463-487.
    22. Glaeser, Edward & Saiz, Albert & Gyourko, Joseph, 2008. "Housing Supply and Housing Bubbles," Scholarly Articles 2962640, Harvard University Department of Economics.
    23. Jian Zhou & Yanmin Gao, 2012. "Tail Dependence in International Real Estate Securities Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 45(1), pages 128-151, June.
    24. Fratantoni, Michael & Schuh, Scott, 2003. " Monetary Policy, Housing, and Heterogeneous Regional Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(4), pages 557-89, August.
    25. Del Negro, Marco & Otrok, Christopher, 2007. "99 Luftballons: Monetary policy and the house price boom across U.S. states," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1962-1985, October.
    26. John Y. Campbell & João F. Cocco, 2005. "How Do House Prices Affect Consumption? Evidence From Micro Data," NBER Working Papers 11534, National Bureau of Economic Research, Inc.
    27. Byron F. Lutz & Raven S. Molloy & Hui Shan, 2010. "The housing crisis and state and local government tax revenue: five channels," Finance and Economics Discussion Series 2010-49, Board of Governors of the Federal Reserve System (U.S.).
    28. 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.
    29. Croce, Roberto M. & Haurin, Donald R., 2009. "Predicting turning points in the housing market," Journal of Housing Economics, Elsevier, vol. 18(4), pages 281-293, December.
    30. Chauvet, Marcelle & Potter, Simon, 2010. "Business cycle monitoring with structural changes," International Journal of Forecasting, Elsevier, vol. 26(4), pages 777-793, October.
    31. Morris A. Davis & Michael G. Palumbo, 2006. "The price of residential land in large U.S. cities," Finance and Economics Discussion Series 2006-25, Board of Governors of the Federal Reserve System (U.S.).
    32. Norman Miller & Liang Peng & Michael Sklarz, 2011. "House Prices and Economic Growth," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 522-541, May.
    33. 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.
    34. Rangan Gupta & Sonali Das, 2008. "Predicting Downturns in the US Housing Market: A Bayesian Approach," Working Papers 200821, University of Pretoria, Department of Economics.
    35. Terence Tai-Leung Chong, 2003. "Generic consistency of the break-point estimator under specification errors," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 167-192, 06.
    36. Sommervoll, Dag Einar & Borgersen, Trond-Arne & Wennemo, Tom, 2010. "Endogenous housing market cycles," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 557-567, March.
    37. Seraph Xin Wang & Terence Tai-leung Chong & Haiqiang Chen, 2004. "Generic Consistency of the Break-Point Estimators under Specification Errors in a Multiple-Break Model," Departmental Working Papers _160, Chinese University of Hong Kong, Department of Economics.
    38. William N. Goetzmann & Liang Peng & Jacqueline Yen, 2009. "The Subprime Crisis and House Price Appreciation," NBER Working Papers 15334, National Bureau of Economic Research, Inc.
    39. Greg Tkacz & Carolyn Wilkins, 2008. "Linear and threshold forecasts of output and inflation using stock and housing prices," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 131-151.
    40. Devaney, Michael, 2012. "Financial crisis, REIT short-sell restrictions and event induced volatility," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(2), pages 219-226.
    41. Karl E. Case & Robert J. Shiller, 2003. "Is There a Bubble in the Housing Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 299-362.
    42. Geweke, John & Jiang, Yu, 2011. "Inference and prediction in a multiple-structural-break model," Journal of Econometrics, Elsevier, vol. 163(2), pages 172-185, August.
    43. Jan K. Brueckner & Paul S. Calem & Leonard I. Nakamura, 2011. "Subprime mortgages and the housing bubble," Working Papers 11-12, Federal Reserve Bank of Philadelphia.
    44. Huang, Haifang & Tang, Yao, 2010. "Residential Land Use Regulation and the US Housing Price Cycle Between 2000 and 2009," Working Papers 2010-11, University of Alberta, Department of Economics, revised 01 Nov 2010.
    45. Roche, Maurice J., 2001. "The rise in house prices in Dublin: bubble, fad or just fundamentals," Economic Modelling, Elsevier, vol. 18(2), pages 281-295, April.
    46. 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.
    47. Kim, Chang-Jin & Morley, James C. & Nelson, Charles R., 2005. "The Structural Break in the Equity Premium," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 181-191, April.
    48. I-Chun Tsai & Cheng-Feng Lee & Ming-Chu Chiang, 2012. "The Asymmetric Wealth Effect in the US Housing and Stock Markets: Evidence from the Threshold Cointegration Model," The Journal of Real Estate Finance and Economics, Springer, vol. 45(4), pages 1005-1020, November.
    49. Vargas-Silva, Carlos, 2008. "Monetary policy and the US housing market: A VAR analysis imposing sign restrictions," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 977-990, September.
    50. Stiglitz, Joseph E, 1990. "Symposium on Bubbles," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 13-18, Spring.
    51. Goodman, Allen C. & Thibodeau, Thomas G., 2008. "Where are the speculative bubbles in US housing markets?," Journal of Housing Economics, Elsevier, vol. 17(2), pages 117-137, June.
    52. Clark, Steven P. & Coggin, T. Daniel, 2011. "Was there a U.S. house price bubble? An econometric analysis using national and regional panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 189-200, May.
    53. Kiefer, Hua, 2011. "The house price determination process: Rational expectations with a spatial context," Journal of Housing Economics, Elsevier, vol. 20(4), pages 249-266.
    54. Monika Piazzesi & Martin Schneider, 2009. "Momentum traders in the housing market: survey evidence and a search model," Staff Report 422, Federal Reserve Bank of Minneapolis.
    55. Agnello, Luca & Schuknecht, Ludger, 2009. "Booms and busts in housing markets: determinants and implications," Working Paper Series 1071, European Central Bank.
    56. Khandani, Amir E. & Lo, Andrew W. & Merton, Robert C., 2013. "Systemic risk and the refinancing ratchet effect," Journal of Financial Economics, Elsevier, vol. 108(1), pages 29-45.
    57. MeiChi Huang, 2013. "The Role of People’s Expectation in the Recent US Housing Boom and Bust," The Journal of Real Estate Finance and Economics, Springer, vol. 46(3), pages 452-479, April.
    58. 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, 06.
    59. Bruce E. Hansen, 2001. "The New Econometrics of Structural Change: Dating Breaks in U.S. Labour Productivity," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 117-128, Fall.
    60. William C. Wheaton & Gleb Nechayev, 2008. "The 1998 ?2005 Housing "Bubble" and the Current "Correction": What’s Different This Time?," Journal of Real Estate Research, American Real Estate Society, vol. 30(1), pages 1-26.
    61. P. Zemcik & V. Mikhed, 2009. "Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence," ERES eres2009_275, European Real Estate Society (ERES).
    62. C. Wei Li & Hui Xue, 2009. "A Bayesian's Bubble," Journal of Finance, American Finance Association, vol. 64(6), pages 2665-2701, December.
    63. Shiller Robert J., 2006. "Long-Term Perspectives on the Current Boom in Home Prices," The Economists' Voice, De Gruyter, vol. 3(4), pages 1-11, March.
    64. Karl E. Case, 2008. "The Central Role of Home Prices in the Current Financial Crisis: How Will the Market Clear?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 161-193.
    65. In't Veld, Jan & Raciborski, Rafal & Ratto, Marco & Roeger, Werner, 2011. "The recent boom-bust cycle: The relative contribution of capital flows, credit supply and asset bubbles," European Economic Review, Elsevier, vol. 55(3), pages 386-406, April.
    66. Jian Zhou, 2010. "Testing for Cointegration between House Prices and Economic Fundamentals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 38(4), pages 599-632, Winter.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:eee:quaeco:v:54:y:2014:i:1:p:2-16. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei)

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.