This paper provides empirical evidence on the relationship between residential property prices and the business cycle for seven advanced Organisation for Economic Co-operation and Development economies over the period 2002–2015 using quarterly data. To this end, panel data and time series methodologies are adopted as a means of providing a contextual framework on the extant relationship. The panel methodological framework explores the interaction between economic fundamentals and financial variables while the use of time series methodologies developed by Phillips et al. (2011 and 2015) provide novel evidence on the detection of property price bubbles that have been manifested in each individual country of the sample. In particular, the short-run dynamic panel framework provides a robust exploratory platform thus, shedding light on the determinants of property prices (i.e. real gross domestic product, bank credit growth, long-term bond yields and real effective exchange rate) whilst the bubble detection methodologies provide evidence of the impact of credit-driven economies on the propagation of housing booms which can serve as warning signals of the potential formation of housing bubbles.
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After the collective pre-crisis boom, European housing markets followed two paths. Denmark, Greece, Ireland, Portugal and Spain dropped sharply. Others including Belgium, Great Britain, Norway and Sweden only dipped before rebounding with worrying speed.
For economy of space the panel unit root tests are not reported in this paper but are available upon request.
Adams, Z., & Füss, R. (2010). Macroeconomic determinants of international housing markets. Journal of Housing Economics, 19(1), 38–50.
Agnello, L., & Schuknecht, L. (2011). Booms and busts in housing markets: determinants and implications. Journal of Housing Economics, 20, 171–190.
Alexiou, C., Karanikolas, N., & Xifylidou, A. (2014). Determinants of construction activity: Cointegration evidence from the Greek real estate market. The Empirical Economics Letters, 13(6), 675–685.
Anderson, T., & Hsiao, C. (1981). Estimation of dynamic models with error components. Journal of the American Statistical Association, 76(375), 598–606.
Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297.
Arellano, M., & Bover, O. (1995). Another look at instrumental variable estimation of error component models. Journal of Econometrics, 68(1), 29–51.
Bank of International Settlements (2002-2015). About BIS statistics, http://www.bis.org/statistics/index.htm. Accessed 3/3/16.
Beltratti, A., & Morana, C. (2010). International house prices and macroeconomic fluctuations. Journal of Housing Economics, 34(3), 533–545.
Bianchi, A., Cespedes, L.F. and Rebucci, A. (2015). Global liquidity, house prices, and the macroeconomy: evidence from advanced and emerging economies. IMF Working Paper 15/23.
Bond, S. (2002). Dynamic panel data models: a guide to micro data methods and practice. Portuguese Economic Journal, 1(2), 141–162.
Bourassa, S., Hoesli, M., & Oikarinen, E. (2016). Measuring house price bubbles. Journal of Real Estate Economics. doi:10.1111/1540-6229.12154.111.
Bruno, V., & Shin, H. S. (2015). Cross-border banking and global liquidity. Review of Economic Studies, 82, 535–564.
Burnside, C., Eichenbaum, M. and Rebelo, S. (2011). Understanding booms and busts in housing markets. NBER Working Paper 16734.
Caselli, F., Esquivel, G., & Lefort, F. (1996). Reopening the convergence debate: a new look at cross-country growth empirics. Journal of Economic Growth, 1(3), 363–389.
Caspi, I. (2016). Testing for a housing bubble at the national and regional level: the case of Israel. Empirical Economics, 51(2), 483–516.
Cerutti, E., Dagher, J., & Dell'Ariccia, G. (2015). Housing Finance and Real-Estate Booms: A Cross-Country Perspective. IMF Discussion Note, 15/12.
Cespedes, L. F., Chang, R., & Velasco, A. (2004). Balance sheets and exchange rate policy. American Economic Review, 94(4), 1183–1193.
Cespedes, L.F., Chang, R. and Velasco, A. (2012). Financial intermediation, exchange rates, and unconventional policy in an open economy. NBER Working Paper, 18431.
Dam, N.A., Hvolbøl, T.S., Pedersen, E.H., Sørensen, P.B. and Thamsborg, S.H. (2011). The housing bubble that burst: can house prices be explained? and can their fluctuations be dampened. Danmarks Nationalbank, Monetary Review 1st Quarter, 2011.
Davis, P., & Zhu, H. (2011). Bank lending and commercial property cycles: some cross-country evidence. Journal of International Money and Finance, 30(1), 1–21.
Drake, L. (1993). Modelling UK house prices using Cointegration: an application of the Johansen technique. Applied Economics, 25(9), 1225–1228.
Engsted, T., Hviid, S. J., & Pedersen, T. (2016). Explosive bubbles in house prices? Evidence from the OECD countries. Journal of International Financial Markets, Institutions and Money, 40, 14–25.
Financial Times. (2015). Scandinavian housing bubbles spark financial stability fears. August, 2, 2015.
Gabaix, X., and Maggiori, M. (2014). International liquidity and exchange rate dynamics. NBER Working Paper 19854.
Glindro, E., Subhanij, T., Szeto, J., & Zhu, H. (2011). Determinants of house prices in nine Asia-Pacific economies. International Journal of Central Banking, 7(3), 163–204.
Goodhart, C., & Hofmann, B. (2008). House prices, money, credit, and the macroeconomy. Oxford Review of Economic Policy, 24(1), 180–205.
Hamilton, J. D. (1986). On testing for self-fulfilling speculative price bubbles. International Economic Review, 27(3), 545–552.
Helbing, T. and Terrones, M. (2003). When Bubbles Burst. IMF, World Economic Outlook, April 2003.
Hirata, H., Kose, A.M., Otrok, C. and Terrones, M.E. (2013). Global house price fluctuations: synchronization and determinants. IMF Working Paper, 38.
Holly, S., Pesaran, H., & Yamagata, T. (2010). A spatio-temporal model of house prices in the USA. Journal of Econometrics, 158(1), 160–173.
Holtz-Eakin, D., Newey, W., & Rosen, H. S. (1988). Estimating vector Autoregressions with panel data. Econometrica: Journal of the Econometric Society, 56, 1371–1395.
Hott, C. and Jokipii, T. (2012). Housing bubbles and interest rates. Swiss National Bank, Working Paper, 2012–7.
Iacoviello, M. (2005). House prices, borrowing constraints, and monetary policy in the business cycle. American Economic Review, 95(3), 739–764.
Igan, D., Kabundi, A., De Simone, F. N., Pinheiro, M., & Tamirisa, N. (2011). Housing, credit, and real activity cycles: characteristics and comovement. Journal of Housing Economics, 20(3), 210–231.
International Monetary Fund (2003). World economic outlook, April 2003.
International Monetary Fund (2014). Seven questions on the global housing markets. IMF Research Bulletin, September 2014.
International Monetary Fund (2015). Housing recoveries: cluster report on Denmark, Ireland, the Netherlands, and Spain. Multi-country report, 15/1.
Jianhua, G., & Huidian, L. (2013). Investigation of the linkage among China’s macroeconomy, stock market and real estate market. International Journal of Finance & Banking Studies, 2(2), 1–7.
Jordà, Ò., Schularick, M., & Taylor, A. M. (2016). The great mortgaging: housing finance, crises, and business cycles. Economic Policy, 31(85), 107–152.
Leamer, E.E. (2007). Housing is the business cycle. NBER Working Paper No. 13428.
Leamer, E. E. (2015). Housing really is the business cycle: what survives the lessons of 2008-09? Journal of Money. Credit and Banking, 47(S1), 43–50.
Leung, C. (2004). Macroeconomics and housing: a review of the literature. Journal of Housing Economics, 13, 249–267.
Lind, H. (2009). Price bubbles in housing markets: concept, theory and indicators. International Journal of Housing Markets and Analysis, 2(1), 78–90.
Liu, Z., Wang, P., & Zha, T. (2013). Land and price dynamics and macroeconomic fluctuations. Econometrica, 81(3), 1147–1184.
Martin, R., Schuknecht, L. and Vansteenkiste, I. (2007). The role of the exchange rate for adjustment in boom and bust episodes. ECB Working Paper 813.
Mayer, C. (2011). Housing bubbles: a survey. Annual Review of Economics, 3, 559–577.
Mikhed, V., & Zemčík, P. (2009). Do house prices reflect fundamentals? Aggregate and panel data evidence. Journal of Housing Economics, 18(2), 140–149.
Monacelli, T. (2009). New Keynesian models, durable goods, and collateral constraints. Journal of Monetary Economics, 56(2), 242–254.
Phillips, P., & Magdalinos, T. (2007). Limit theory for moderate deviations from a unit root. Journal of Econometrics, 136(1), 115–130.
Phillips, P., Wu, Y., & Yu, J. (2011). Explosive behaviour in the 1990s NASDAQ: when did exuberance escalate asset values? International Economic Review, 52(1), 201–226.
Phillips, P., Shi, S., & Yu, J. (2015). Testing for multiple bubbles: historical episodes of exuberance and collapse in the S&P 500. International Economic Review, 56(4), 1043–1077.
Punzi, M.T. (2016). Financial cycles and co-movements between the real economy, finance and asset price dynamics in large-scale crises. FinMaP-Working Paper, No. 61. Collaborative EU Project FinMaP, Financial Distortions and Macroeconomic Performance.
Sá, F., Towbin, P., & Wieladek, T. (2014). Capital inflows, financial structure and housing booms. Journal of the European Economic Association, 12(2), 522–546.
Shiller, R. (2009). Irrational Exuberance. New York: Broadway Books, 2nd ed.
Tsatsaronis, K. and Zhu, H. (2004). What drives housing price dynamics: cross country evidence. BIS Quarterly Review, March 2004.
Ucal, M., & Gőkkent, G. (2009). Macroeconomic factors affecting real Estate Markets in Turkey: a VAR analysis approach. Briefing Notes in Economics, 80, 1–13.
Yiu, M. S., Yu, J., & Jin, L. (2013). Detecting bubbles in Hong Kong residential property market. Journal of Asian Economics, 28, 115–124.
We wish to thank Professor Henry Pollakowski for providing valuable recommendations and insight in an earlier version of this paper and Itamar Caspi for providing the routines for the bubble detection tests.
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Vogiazas, S., Alexiou, C. Determinants of Housing Prices and Bubble Detection: Evidence from Seven Advanced Economies. Atl Econ J 45, 119–131 (2017). https://doi.org/10.1007/s11293-017-9531-0
- Housing price determinants
- Bubble detection tests