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Household borrowing and metropolitan housing price dynamics - Empirical evidence from Helsinki

  • Oikarinen, Elias

This article argues that, especially in the absence of sufficient direct data on credit constraints, it is reasonable to add a household debt variable in an empirical model studying housing price dynamics. This is because household borrowing is likely to reveal information regarding the credit constraints faced by households. Moreover, debt may also give information on expected income growth and interest rate movements. The aim of this study is to examine empirically if household borrowing data, indeed, is of importance in a dynamic housing price model. In line with the prior expectations, it is found that housing appreciation in the Helsinki Metropolitan area is Granger caused by the household debt-to-GDP ratio both in the short and in the long run. Causality from the housing market to credit, in turn, seems to run only through a cointegrating long-run relation. While the estimated long-run relation between housing prices, income and debt-to-GDP ratio appears to have remained stable through the sample period (1975Q1-2006Q2), the short-run dynamics changed somewhat due to the financial liberalization in the late 1980s. The stability of the long-run relation implies that the loan data are able to cater, at least to a notable extent, for the effect of the changes in Finnish households' liquidity constraints on housing demand. In line with previous literature, it is also found that housing price adjustment is sluggish and includes notable backward-looking features.

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Article provided by Elsevier in its journal Journal of Housing Economics.

Volume (Year): 18 (2009)
Issue (Month): 2 (June)
Pages: 126-139

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Handle: RePEc:eee:jhouse:v:18:y:2009:i:2:p:126-139
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/622881

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  1. DiPasquale Denise & Wheaton William C., 1994. "Housing Market Dynamics and the Future of Housing Prices," Journal of Urban Economics, Elsevier, vol. 35(1), pages 1-27, January.
  2. Charles Ka-Yui Leung, 2004. "Macroeconomics and Housing: A Review of the Literature," Departmental Working Papers _164, Chinese University of Hong Kong, Department of Economics.
  3. Marjorie Flavin & Takashi Yamashita, 2002. "Owner-Occupied Housing and the Composition of the Household Portfolio," American Economic Review, American Economic Association, vol. 92(1), pages 345-362, March.
  4. Oikarinen, Elias, 2009. "Interaction between housing prices and household borrowing: The Finnish case," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 747-756, April.
  5. Markus K Brunnermeier & Christian Julliard, 2006. "Money Illusion and Housing Frenzies," FMG Discussion Papers dp579, Financial Markets Group.
  6. Irina Barakova & Raphael Bostic & Paul Calem & Susan Wachter, 2003. "Does Credit Quality Matter for Homeownership?," Working Paper 8608, USC Lusk Center for Real Estate.
  7. Robert Shiller, 2007. "Understanding Recent Trends in House Prices and Home Ownership," Yale School of Management Working Papers amz2557, Yale School of Management, revised 01 Nov 2007.
  8. 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.
  9. Sven Rady & François Ortalo-Magné, 2001. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints," CESifo Working Paper Series 470, CESifo Group Munich.
  10. Min Hwang & John M. Quigley, 2006. "Economic Fundamentals In Local Housing Markets: Evidence From U.S. Metropolitan Regions," Journal of Regional Science, Wiley Blackwell, vol. 46(3), pages 425-453.
  11. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
  12. 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, 03.
  13. Gerlach, Stefan & Peng, Wensheng, 2005. "Bank lending and property prices in Hong Kong," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 461-481, February.
  14. Malpezzi, Stephen, 1999. "A Simple Error Correction Model of House Prices," Journal of Housing Economics, Elsevier, vol. 8(1), pages 27-62, March.
  15. Karl E. Case & Robert J. Shiller, 1988. "The Efficiency of the Market for Single-Family Homes," NBER Working Papers 2506, National Bureau of Economic Research, Inc.
  16. G. Donald Jud & Dan T. Winkler, 2002. "The Dynamics of Metropolitan Housing Prices," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 29-46.
  17. Kosuke Aoki & James Proudman & Gertjan Vlieghe, 2002. "Houses as collateral: has the link between house prices and consumption in the U.K. changed?," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 163-177.
  18. Diaz-Serrano, Luis, 2005. "Labor income uncertainty, skewness and homeownership: A panel data study for Germany and Spain," Journal of Urban Economics, Elsevier, vol. 58(1), pages 156-176, July.
  19. Johansen, S., 1999. "A Bartlett Correction Factor for Tests on the Cointegrating Relations," Economics Working Papers eco99/10, European University Institute.
  20. Robert J. Shiller, 2007. "Understanding Recent Trends in House Prices and Home Ownership," Cowles Foundation Discussion Papers 1630, Cowles Foundation for Research in Economics, Yale University, revised Oct 2007.
  21. Dusansky, Richard & Koc, Cagatay, 2007. "The capital gains effect in the demand for housing," Journal of Urban Economics, Elsevier, vol. 61(2), pages 287-298, March.
  22. Olga Karakozova, 2004. "Modelling and forecasting office returns in the Helsinki area," Journal of Property Research, Taylor & Francis Journals, vol. 21(1), pages 51-73, January.
  23. Harter-Dreiman, Michelle, 2004. "Drawing inferences about housing supply elasticity from house price responses to income shocks," Journal of Urban Economics, Elsevier, vol. 55(2), pages 316-337, March.
  24. Yamashita, Takashi, 2007. "House price appreciation, liquidity constraints, and second mortgages," Journal of Urban Economics, Elsevier, vol. 62(3), pages 424-440, November.
  25. Jin, Yi & Zeng, Zhixiong, 2004. "Residential investment and house prices in a multi-sector monetary business cycle model," Journal of Housing Economics, Elsevier, vol. 13(4), pages 268-286, December.
  26. Liang, Qi & Cao, Hua, 2007. "Property prices and bank lending in China," Journal of Asian Economics, Elsevier, vol. 18(1), pages 63-75, February.
  27. Karl E. Case & Robert J. Shiller, 1990. "Forecasting Prices and Excess Returns in the Housing Market," NBER Working Papers 3368, National Bureau of Economic Research, Inc.
  28. John S. Hekman, 1985. "Rental Price Adjustment and Investment in the Office Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 13(1), pages 32-47.
  29. Poterba, James M, 1992. "Taxation and Housing: Old Questions, New Answers," American Economic Review, American Economic Association, vol. 82(2), pages 237-42, May.
  30. Diaz-Serrano, Luis, 2004. "On the Negative Relationship between Labor Income Uncertainty and Homeownership: Risk Aversion vs. Credit Constraints," IZA Discussion Papers 1208, Institute for the Study of Labor (IZA).
  31. Karakozova, Olga, 2004. "Modelling and forecasting office returns in the Helsinki area," ERES eres2004_545, European Real Estate Society (ERES).
  32. Jeremy C. Stein, 1993. "Prices and Trading Volume in the Housing Market: A Model with Downpayment Effects," NBER Working Papers 4373, National Bureau of Economic Research, Inc.
  33. Ortalo-Magne, Francois & Rady, Sven, 2004. "Housing transactions and macroeconomic fluctuations: a case study of England and Wales," Journal of Housing Economics, Elsevier, vol. 13(4), pages 287-303, December.
  34. N. Gregory Mankiw & David N. Weil, 1988. "The Baby Boom, The Baby Bust, and the Housing Market," NBER Working Papers 2794, National Bureau of Economic Research, Inc.
  35. Capozza, Dennis R. & Mack, Charlotte & Hendershott, Patric H. & Mayer, Christopher J., 2002. "The Determinants of House Price Dynamics," ERES eres2002_106, European Real Estate Society (ERES).
  36. Englund, P. & Hendershott, P.H. & Turner, B., 1995. "The Tax Reform and the Housing Market," Papers 20, Uppsala - Working Paper Series.
  37. Nathalie Girouard & Mike Kennedy & Paul van den Noord & Christophe André, 2006. "Recent House Price Developments: The Role of Fundamentals," OECD Economics Department Working Papers 475, OECD Publishing.
  38. 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.
  39. Elbourne, Adam, 2008. "The UK housing market and the monetary policy transmission mechanism: An SVAR approach," Journal of Housing Economics, Elsevier, vol. 17(1), pages 65-87, March.
  40. Alm, James & Follain, James R., 1984. "Alternative Mortgage Instruments, the Tilt Problem, and Consumer Welfare," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(01), pages 113-126, March.
  41. Andrea Finicelli, 2007. "House price developments and fundamentals in the United States," Questioni di Economia e Finanza (Occasional Papers) 7, Bank of Italy, Economic Research and International Relations Area.
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