IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/5411.html
   My bibliography  Save this paper

Hot and Cold Housing Markets: International Evidence

Author

Listed:
  • Suarez, Javier
  • Ceron, Jose A.

Abstract

This paper examines the experience of 14 developed countries for which there are about 30 years of quarterly inflation-adjusted housing price data. Price dynamics is modelled as a combination of a country-specific component and a cyclical component. The cyclical component is a two-state Markov switching process with parameters common to all countries. We find that the latent cyclical variable captures previously undocumented changes in the volatility of real housing price increases. These volatility phases are quite persistent (about six years, on average) and occur with about the same unconditional frequency over time. In line with previous studies, the mean of real housing price increases can be predicted to be larger when lagged values of those increases are large, real GDP growth is high, unemployment falls, and interest rates are low or have declined. Our findings have important implications for risk management in regard to residential property markets.

Suggested Citation

  • Suarez, Javier & Ceron, Jose A., 2006. "Hot and Cold Housing Markets: International Evidence," CEPR Discussion Papers 5411, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:5411
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP5411
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

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

    Other versions of this item:

    References listed on IDEAS

    as
    1. Repullo, Rafael & Elizalde, Abel, 2004. "Economic and Regulatory Capital: What is the Difference?," CEPR Discussion Papers 4770, C.E.P.R. Discussion Papers.
    2. Alvarez, Javier & Arellano, Manuel, 2022. "Robust likelihood estimation of dynamic panel data models," Journal of Econometrics, Elsevier, vol. 226(1), pages 21-61.
    3. Enrique Sentana & Giorgio Calzolari & Gabriele Fiorentini, 2004. "Indirect Estimation of Conditionally Heteroskedastic Factor Models," Working Papers wp2004_0409, CEMFI.
    4. León, à ngel & Mencía, Javier & Sentana, Enrique, 2009. "Parametric Properties of Semi-Nonparametric Distributions, with Applications to Option Valuation," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(2), pages 176-192.
    5. Claudio Michelacci & Vincenzo Quadrini, 2005. "Borrowing from Employees: Wage Dynamics with Financial Constraints," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 360-369, 04/05.
    6. Marta González-Torrabadella & Josep Pijoan-Mas, 2006. "Flat tax reforms: a general equilibrium evaluation for Spain," Investigaciones Economicas, Fundación SEPI, vol. 30(2), pages 317-351, May.
    7. Juan-José Ganuza & Gerard Llobet & Beatriz Domínguez, 2009. "R& D in the Pharmaceutical Industry: A World of Small Innovations," Management Science, INFORMS, vol. 55(4), pages 539-551, April.
    8. Claudio Michelacci & Olmo Silva, 2007. "Why So Many Local Entrepreneurs?," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 615-633, November.
    9. David S. Evans & A. Jorge Padilla, 2005. "Excessive Prices: Using Economics to Define Administrable Legal Rules," Journal of Competition Law and Economics, Oxford University Press, vol. 1(1), pages 97-122.
    10. Peñaranda, Francisco & Sentana, Enrique, 2012. "Spanning tests in return and stochastic discount factor mean–variance frontiers: A unifying approach," Journal of Econometrics, Elsevier, vol. 170(2), pages 303-324.
    11. Gerard Llobet & Javier Suarez, 2005. "Financing and the Protection of Innovators," Working Papers wp2005_0502, CEMFI.
    12. Becker, Sascha O. & Bentolila, Samuel & Fernandes, Ana & Ichino, Andrea, 2004. "Job Insecurity and Children’s Emancipation," IZA Discussion Papers 1046, Institute of Labor Economics (IZA).
    13. Andres Almazan & Javier Suarez & Sheridan Titman, 2003. "Stakeholder, Transparency and Capital Structure," NBER Working Papers 10101, National Bureau of Economic Research, Inc.
    14. Muellbauer, John & Murphy, Anthony, 1997. "Booms and Busts in the UK Housing Market," Economic Journal, Royal Economic Society, vol. 107(445), pages 1701-1727, November.
    15. Guillermo Caruana & Liran Einav, 2008. "Production targets," RAND Journal of Economics, RAND Corporation, vol. 39(4), pages 990-1017, December.
    16. José Cerón & Javier Suarez, 2006. "Hot and Cold Housing Markets: International Evidence," Working Papers wp2006_0603, CEMFI.
    17. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1233-1260.
    18. 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.
    19. Padilla, Jorge & Evans, David S., 2004. "Designing Antitrust Rules for Assessing Unilateral Practices: A Neo-Chicago Approach," CEPR Discussion Papers 4625, C.E.P.R. Discussion Papers.
    20. Englund, Peter & Ioannides, Yannis M., 1997. "House Price Dynamics: An International Empirical Perspective," Journal of Housing Economics, Elsevier, vol. 6(2), pages 119-136, June.
    21. Claudio Borio & Patrick McGuire, 2004. "Twin peaks in equity and housing prices?," BIS Quarterly Review, Bank for International Settlements, March.
    22. Ana Fernandes, 2004. "Knowledge, Technology Adoption and Financial Innovation," Working Papers wp2004_0408, CEMFI.
    23. Kühn, Kai-Uwe & Machado, Matilde, 2004. "Bilateral Market Power and Vertical Integration in the Spanish Electricity Spot Market," CEPR Discussion Papers 4590, C.E.P.R. Discussion Papers.
    24. Edward Simpson Prescott, 2004. "Auditing and bank capital regulation," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 90(Fall), pages 47-63.
    25. Robert A. Phillips & R. E. Freeman (ed.), 2010. "Stakeholders," Books, Edward Elgar Publishing, number 13706.
    26. Mencia, Javier F. & Sentana, Enrique, 2004. "Estimation and testing of dynamic models with generalised hyperbolic innovations," LSE Research Online Documents on Economics 24742, London School of Economics and Political Science, LSE Library.
    27. Marshall, David A. & Prescott, Edward Simpson, 2006. "State-contingent bank regulation with unobserved actions and unobserved characteristics," Journal of Economic Dynamics and Control, Elsevier, vol. 30(11), pages 2015-2049, November.
    28. Krainer, John, 2001. "A Theory of Liquidity in Residential Real Estate Markets," Journal of Urban Economics, Elsevier, vol. 49(1), pages 32-53, January.
    29. 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.
    30. Rafael Repullo, 2005. "Liquidity, Risk Taking, and the Lender of Last Resort," International Journal of Central Banking, International Journal of Central Banking, vol. 1(2), September.
    31. Manuel Arellano & Jinyong Hahn, 2005. "Understanding Bias in Nonlinear Panel Models: Some Recent Developments," Working Papers wp2005_0507, CEMFI.
    32. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    33. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    34. Samuel Bentolila & Claudio Michelacci & Javier Suarez, 2010. "Social Contacts and Occupational Choice," Economica, London School of Economics and Political Science, vol. 77(305), pages 20-45, January.
    35. Caruana, Guillermo & Einav, Liran & Quint, Daniel, 2007. "Multilateral bargaining with concession costs," Journal of Economic Theory, Elsevier, vol. 132(1), pages 147-166, January.
    36. Thomas F Helbling, 2005. "Housing price bubbles - a tale based on housing price booms and busts," BIS Papers chapters, in: Bank for International Settlements (ed.), Real estate indicators and financial stability, volume 21, pages 30-41, Bank for International Settlements.
    37. Bordo, Michael D & Jeanne, Olivier, 2002. "Monetary Policy and Asset Prices: Does 'Benign Neglect' Make Sense?," International Finance, Wiley Blackwell, vol. 5(2), pages 139-164, Summer.
    38. 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.
    39. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    40. 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.
    41. Aleix Calveras & Juan-José Ganuza & Gerard Llobet, 2005. "Regulation and Opportunism: How Much Activism Do We Need?," Working Papers wp2005_0508, CEMFI.
    42. Repullo, Rafael, 2004. "Policies for Banking Crises: A Theoretical Framework," CEPR Discussion Papers 4727, C.E.P.R. Discussion Papers.
    43. 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.
    44. Ortalo-Magné, François & Rady, Sven, 2005. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints (Revised Version)," Discussion Papers in Economics 494, University of Munich, Department of Economics.
    45. Victor Aguirregabiria & Pedro Mira, 2007. "Sequential Estimation of Dynamic Discrete Games," Econometrica, Econometric Society, vol. 75(1), pages 1-53, January.
    46. Dennis R. Capozza & Patric H. Hendershott & Charlotte Mack & Christopher J. Mayer, 2002. "Determinants of Real House Price Dynamics," NBER Working Papers 9262, National Bureau of Economic Research, Inc.
    47. 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.
    48. Dennis R. Capozza & Charlotte Mack & Patric H. Hendershott & Christopher J. Mayer, 2002. "The Determinants of House Price Dynamics," ERES eres2002_106, European Real Estate Society (ERES).
    49. Claudio Michelacci & David Lopez-Salido, 2007. "Technology Shocks and Job Flows," Review of Economic Studies, Oxford University Press, vol. 74(4), pages 1195-1227.
    50. Williams, Joseph T, 1995. "Pricing Real Assets with Costly Search," The Review of Financial Studies, Society for Financial Studies, vol. 8(1), pages 55-90.
    51. Juan J. Dolado & Vanesa Llorens, 2004. "Gender Wage Gaps By Education In Spain: Glass Floors Vs. Glass Ceilings," Working Papers wp2004_03, CEMFI.
    Full references (including those not matched with items on IDEAS)

    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. Juan-José Ganuza & Gerard Llobet & Beatriz Domínguez, 2009. "R& D in the Pharmaceutical Industry: A World of Small Innovations," Management Science, INFORMS, vol. 55(4), pages 539-551, April.
    2. Javier Díaz-Giménez & Josep Pijoan-Mas, 2006. "Flat Tax Reforms in the U.S.: A Boon for the Income Poor," Working Papers wp2006_0611, CEMFI.
    3. Aleix Calveras & Juan-José Ganuza & Gerard Llobet, 2005. "Regulation and Opportunism: How Much Activism Do We Need?," Working Papers wp2005_0508, CEMFI.
    4. Repullo, Rafael & Elizalde, Abel, 2004. "Economic and Regulatory Capital: What is the Difference?," CEPR Discussion Papers 4770, C.E.P.R. Discussion Papers.
    5. 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.
    6. L. Rachel Ngai & Silvana Tenreyro, 2014. "Hot and Cold Seasons in the Housing Market," American Economic Review, American Economic Association, vol. 104(12), pages 3991-4026, December.
    7. Ortalo-Magné, François & Rady, Sven, 2005. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints (Revised Version)," Discussion Papers in Economics 494, University of Munich, Department of Economics.
    8. Agustín S. Bénétrix & Barry Eichengreen & Kevin H. O'Rourke, 2012. "How housing slumps end [Financial institutions and markets across countries and over time: data and analysis]," Economic Policy, CEPR;CES;MSH, vol. 27(72), pages 647-692.
    9. Andrew Benito, 2006. "How does the down-payment constraint affect the UK housing market?," Bank of England working papers 294, Bank of England.
    10. 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.
    11. Robert Edelstein & Wenlan Qian, 2014. "Short-Term Buyers and Housing Market Dynamics," The Journal of Real Estate Finance and Economics, Springer, vol. 49(4), pages 654-689, November.
    12. Bracke, Philippe, 2013. "How long do housing cycles last? A duration analysis for 19 OECD countries," Journal of Housing Economics, Elsevier, vol. 22(3), pages 213-230.
    13. Han, Lu & Strange, William C., 2015. "The Microstructure of Housing Markets," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 813-886, Elsevier.
    14. Alqaralleh, Huthaifa & Canepa, Alessandra, 2020. "Housing market cycles in large urban areas," Economic Modelling, Elsevier, vol. 92(C), pages 257-267.
    15. Gabriele Galati & Federica Teppa & Rob Alessie, 2013. "Heterogeneity in house price dynamics," DNB Working Papers 371, Netherlands Central Bank, Research Department.
    16. Elliot Anenberg & Patrick Bayer, 2020. "Endogenous Sources Of Volatility In Housing Markets: The Joint Buyer–Seller Problem," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(3), pages 1195-1228, August.
    17. Gan, Li & Wang, Pengfei & Zhang, Qinghua, 2018. "Market thickness and the impact of unemployment on housing market outcomes," Journal of Monetary Economics, Elsevier, vol. 98(C), pages 27-49.
    18. 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.
    19. John Krainer & Mark M. Spiegel & Nobuyoshi Yamori, 2010. "Asset Price Persistence and Real Estate Market Illiquidity: Evidence from Japanese Land Values," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 38(2), pages 171-196, June.
    20. Lu Han & Chandler Lutz & Benjamin Sand & Derek Stacey, 2018. "Do Financial Constraints Cool a Housing Boom?," Working Papers 073, Ryerson University, Department of Economics.

    More about this item

    Keywords

    Housing prices; Cycles; Volatility; Markov switching;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cpr:ceprdp:5411. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.