Macroeconomic and demographic determinants of residential property prices in Malaysia.

Trofimov, Ivan D. and Md. Aris, Nazaria and C. D. Xuan, Dickson (2018): Macroeconomic and demographic determinants of residential property prices in Malaysia.

Abstract

This paper studies the relationship between residential property prices and macroeconomic and demographic determinants in Malaysia. In the years following the Asian financial crisis, property prices in Malaysia rose substantially, resulting in an affordability crisis and ultimately policy responses to the problem. Using unit root, Johansen-Juselius cointegration, VECM-based Granger causality tests and variance decomposition, and considering quarterly data that covers 2000-2015 period, we established that residential property price growth is principally driven by strong demographic performance and population growth and is backed by the low interest rate environment and rising consumer prices. Household income and level of GDP do not appear to contribute to property price growth. Certain distortions and asymmetries in the Malaysian real estate markets are documented: oversupply in the higher price segment of the market coupled with the lack of affordable housing in the lower price segment; household income growth lagging behind GDP and property price growth, thereby dampening housing demand; growing rental markets in major urban areas as a result of the affordability crisis; and a quality mismatch between buyers’ preferences and housing supply.

• Item Type: MPRA Paper
• Language: English
• Keywords: Property prices; housing; cointegration
• Subjects: C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R2 - Household Analysis > R21 - Housing Demand; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R30 - General; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R38 - Government Policy

References

Abelson, P., Joyeux, R., Milunovich, G., Chung, D. (2005). Explaining House Prices in Australia. Economic Record, 81 (s1), pp. 96-103.

Bernanke, B., Gertler, M. (1989). Agency Costs, Collateral and Business Fluctuations. American Economic Review, 79 (1), pp. 14-31.

Bonnie, B. J. (1998). The Dynamic Impact of Macroeconomic Aggregates on Housing Prices and Stock of Houses: A National and Regional Analysis. Journal of Real Estate Finance and Economics, 17 (2), pp. 179–197.

Borio, C., Lowe, P. (2002). Asset Prices, Financial and Monetary Stability: Exploring the Nexus. Basel, Bank of International Settlements Working Paper No. 114.

Brueckner, J. K. (1990). Growth Controls and Land Values. Land Economics, 66 (3), pp. 237–48.

Bujang, A., Jiram, W. A., Zarin, H. A., Jaafar, M. N. (2015). Factors Affecting the Housing Financing of Bumiputera in Iskandar Malaysia. Journal of Economics, Business and Management, 3 (11), pp. 1031-1036.

Case, K. E., Schiller, R. J. (1990). The Efficiency of the Market for Single-Family Homes. American Economic Review, 79 (1), pp. 125-137.

Case, K. E., Shiller, R. J., Quigley, J. M. (2005). Comparing Wealth Effects: The Stock Market versus the Housing Market. Institute of Business and Economic Research Working Papers, No. W01-004.

Chen, M. C., Tsai, I. C., Chang, C. O. (2007). House Prices and Household Income: Do They Move Apart? Evidence from Taiwan. Habitat International, 31 (2), pp. 243-256.

Chow, W. L., Shih, Y. C. (1995). Hong Kong Housing Market: Overview, Tenure Choice, and Housing Demand. The Journal of Real Estate Finance and Economics, 10 (1), pp. 7-21.

Collyns, C., Senhadji, A. (2001). Lending Booms, Real Estate Bubbles and the Asian Crisis. IMF Working Paper No. 02/20, February 2002.

Dawson, J. W. (2003). Causality in the Freedom–Growth Relationship. European Journal of Political Economy, 19 (3), pp. 479 – 495.

Debrezion, G., Pels, E., Rietveld, P. (2006). The Impact of Rail Transport on Real Estate Prices: An Empirical Analysis of the Dutch Housing Market. Tinbergen Institute Discussion Paper No.TI 06-031/3.

Department of Statistics. (2015). Number of Population, 1970-2040, Malaysia. Available from Population Quick Info Database.

Dowell, D. (1984). The Suburban Squeeze. Berkeley: University of California Press.

Engelhardt, G. V., Poterba, J. M. (1991). House Prices and Demographic Change. Journal of Regional Science and Urban Economics, 21 (4), pp. 539-546.

Esteban, M., Altuzarra, A. (2008). A Model of the Spanish Housing Market. Journal of Post Keynesian Economics, 30 (3), pp. 353-373.

Fortin, M., Leclerc, A. (2000). Demographic Changes and Real Housing Prices in Canada. University of Sherbrooke, Department of Economics, Working Paper No. 00-06.

Geweke, J. (1984). Inference and Causality in Economic Time Series Models. Handbook of Econometrics, 2, pp. 1101-1144.

Gimeno, R., Martinez-Carrascal, C. (2010). The Relationship between House Prices and House Purchase Loans: The Spanish Case. Journal of Banking and Finance, 34 (8), pp. 1849-1855.

Girouard, N., Blöndal, S. (2001). House Prices and Economic Activity. OECD Economics Department Working Papers, No 279.

Glaeser, E. (2013). A Nation of Gamblers: Real Estate Speculation and American History. NBER Working Paper No. 18835.

Goodhart, C. (1995). Price Stability and Financial Fragility. In Sawamoto, K., Nakajima, Z., Taguchi, H. (Eds.) Financial Stability in a Changing Environment. New York: St. Martin’s Press, pp. 439-497.

Goodhart, C., Hofmann, B. (2008). House Prices, Money, Credit and the Macroeconomy. European Central Bank, Working Paper Series No. 888, April 2008.

Gregory, R., Von Winterfeldt, D. (1996). The Effects of Electromagnetic Fields from Transmission Lines on Public Fears and Property Values. Journal of Environmental Management, 48 (3), pp. 201-214.

Greiber, C., Setzer, R. (2007). Money and Housing - Evidence for the Euro Area and the US. Deutsche Bundesbank Discussion Paper, Series 1: Economic Studies, No. 12/2007.

Guo, M., Wu, Q. (2013). The Empirical Analysis of Affecting Factors of Shanghai Housing Prices. International Journal of Business and Social Science, 4 (14), pp. 218-223.

Hashim, Z. A. (2010). House Price and Affordability in Housing in Malaysia, Akademika, 78 (1), pp. 37-46.

Hoesli, M., Hamelink, F. (1997) An Examination of the Role of Geneva and Zurich Housing in Swiss Institutional Portfolios. Journal of Property Valuation and Investment, 15 (4), pp. 354-371.

Hofmann, B. (2003). Bank Lending and Property Prices: Some International Evidence. Hong Kong Institute for Monetary Research, Working Paper No. 22/2003.

Huang, H, Tang, Y. (2012). Residential Land Use Regulation and the US House Price Cycle between 2000 and 2009. Journal of Urban Economics, 71 (1), pp. 93-99.

Hui, H. C. (2013). Housing Price Cycles and Aggregate Business Cycles: Stylised Facts in the Case of Malaysia. The Journal of Developing Areas, 47 (1), pp. 149-169.

IMF (2000). World Economic Outlook. Washington, D.C.: IMF.

Johansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics and Control, 12 (2-3), pp. 231-254.

Kakes, J., Van Den End, J. W. (2004). Do Stock Prices Affect House Prices? Evidence for the Netherlands. Applied Economics Letters, 11 (12), pp. 741-744.

Kapopoulos, P., Siokis, F. (2005). Stock and Real Estate Prices in Greece: Wealth versus Credit-Price Effects. Applied Economics Letters, 12 (2), pp. 125-128.

Khazanah Research Institute. (2015). Making Housing Affordable. Kuala Lumpur: Khazanah Research Institute.

Kiyotaki, N., Moore, J. (1997). Credit Cycles. Journal of Political Economy, 105 (2), pp. 211-248.

Leung, F., Chow, K., Han, G. (2008). Long-term and Short-term Determinants of Property Prices in Hong Kong. Hong Kong Monetary Authority Working Paper, No. 15, pp. 1-15.

Levin, E., Montagnoli, A., Wright, R. E. (2009). Demographic Change and the Housing Market: Evidence from a Comparison of Scotland and England. Urban Studies, 46 (1), pp. 27-43.

Lim, P. J. (2016). Malaysia’s Labour Market and Job Creation under the Economic Transformation Program (ETP), 2011 to 2015. Penang: Penang Institute.

Ling, C. S., Almeida, S., Shukri, M., Sze, L. L. (2017). Imbalances in the Property Markets. BNM Quarterly Bulletin, Quarter 3, pp. 26-32.

Liu, H., Shen, Y. (2005). Housing Prices and General Economic Conditions: An Analysis of Chinese New Dwelling Market. Tsinghua Science and Technology, 10 (3), pp. 334-343.

Lizieri, C., Satchell, S. (1997). Interactions between Property and Equity Markets: An Investigation of Linkages in the United Kingdom 1972–1992. Journal of Real Estate Finance and Economics, 15 (1), pp. 11–26.

Lum, S. K. (2002). Market Fundamentals, Public Policy and Private Gain: House Price Dynamics in Singapore. Journal of Property Research, 19 (2), pp. 121-143.

Mankiw, N. G., Weil, D. N. (1989). The Baby Boom, the Baby Burst and the Housing Market. Regional Science and Urban Economics, 19 (2), pp. 235-258.

McQuinn, K., O’Reilly, G. (2008). Assessing the Role of Income and Interest Rates in Determining House Prices. Journal of Economic Modeling, 25 (3), pp. 377-390.

Meen, G. (2002). The Time Series Behavior of House Prices: A Transatlantic Divide? Journal of Housing Economics, 11 (1), pp. 1-23.

Minsky, H. (1982). Can “It” Happen Again? Essays on Instability and Finance. New York: M.E. Sharpe.

Mulder, C. H. (2006). Population and Housing: A Two-Sided Relationship. Demographic Research, 15, pp. 401-412.

National Economic Advisory Council. (2010). New Economic Model for Malaysia, Part I. Putrajaya: National Economic Advisory Council.

National Property Information Centre/NAPIC. (2014). Annual Property Market Report 2014. Available at http://napic.jpph.gov.my/portal/web/guest/publication

Nellis, J. G., Longbottom, J. A. (1981). An Empirical Analysis of the Determination of House Prices in the United Kingdom. Urban Studies, 18 (1), pp. 9-21.

Ng, A. (2017). Increasing Labour Income Share in Malaysia. How, Why and Is It Good? Presentation at the Fifth Annual Bank Negara Malaysia Economics Research Workshop, 20 November 2017.

Oikarinen. (2010). Foreign Ownership of Stocks and Long-run Interdependence between National Housing and Stock Markets – Evidence from Finnish Data. Journal of Real Estate Finance and Economics, 41 (4), pp. 486–509.

Ong, T. S. (2013). Factors Affecting the Price of Housing in Malaysia. Journal of Emerging Issues in Economics, Finance and Banking, 1 (5), pp. 414-429.

Peek, J., Wilcox, J. A. (1991). The Measurement and Determinants of Single-family House Prices. Journal of the American Real Estate & Urban Economics Association, 19 (3), pp. 353-382.

Piergallini, A. (2018). Demographic Change and Real House Prices: A Macroeconomic Perspective. Unpublished Manuscript. Available at www.economia.uniroma2.it/public/ piergallini/file/Piergallini-2018(1).pdf

Pitkin, J., Myers, D. (1994). The Specification of Demographic Effects on Housing Demand: Avoiding the Age-Cohort Fallacy. Journal of Housing Economics, 3 (3), pp. 240-250.

Poterba J M. (1991). Housing Price Dynamics: The Role of Tax Policy and Demography. Brookings Papers on Economic Activity, 2, pp. 143-148.

Poudyal, N. C., Hodges D. C., Merrett, C. D. (2009). A Hedonic Analysis of the Demand for and Benefits of Urban Recreation Parks. Land Use Policy, 26 (4), pp. 975-983.

Pour, M. S., Khani, P. N., Zamanian, G., Barghandan, K. (2013). Specifying the Effective Determinants of House Price Volatilities in Iran. Economic Review: Journal of Economics & Business, 11 (2), pp. 15-20.

Quan, D. C., Titman, S. (1999). Do Real Estate Prices and Stock Prices Move Together? An International Analysis. Real Estate Economics, 27 (2), pp. 183–207.

Quigley, J M. (1999). Real Estate Prices and Economic Cycles. International Real Estate Review, 2 (1), pp. 1-20.

Rasiah, R., Crinis, V., Lee, H.-A. (2015). Industrialization and Labour in Malaysia. Journal of the Asia Pacific Economy, 20 (1), pp. 77-99.

Reinsel, G. C., Ahn, S. K. (1992). Vector Autoregressive Models with Unit Roots and Reduced Rank Structure: Estimation, Likelihood Ratio Test, and Forecasting. Journal of Time Series Analysis, 13 (4), pp. 353-375.

Sarip, A. G., Lee, Y. F. (2015). Exploring the Perception of Lifestyle Housing Development in Malaysia. The Asia Pacific Network for Housing Research, April, pp. 1-11.

Sutton, G. (2002). Explaining Changes in House Prices. BIS Quarterly Review, September, pp. 46-55.

Takala, K., Pere, P. (1991). Testing the Cointegration of House and Stock Prices in Finland. Finnish Economic Papers, 4 (1), pp. 33–51.

Tan, T. H. (2010). Base Lending Rate and Housing Prices: Their Impacts on Residential Housing Activities in Malaysia. Journal of Global Business and Economics, 1 (1), pp. 1-14.

Thornton, M. (2009). The Economics of Housing Bubbles. In Powell, B., Holcombe, R. (Eds), America’s Housing Crisis: A Case of Government Failure. Edison, NJ: Transaction.

Tsai, I. C., Peng, C. W. (2011). Bubbles in the Taiwan Housing Market: The Determinants and Effects. Habitat International, 35 (2), pp. 379-390.

Tse, R. Y., Ho, C. W., Ganesan, S. (1999). Matching Housing Supply and Demand: An Empirical Study of Hong Kong's Market. Construction Management & Economics, 17 (5), pp. 625-633.

Xu, L., Tang, B. (2014). On the Determinants of UK House Prices. International Journal of Economics and Research, 5 (2), pp. 57-64.

Wang, Z., Zhang, Q. (2014). Fundamental Factors in the Housing Markets of China. Journal of Housing Economics, 25 (3), pp. 53-61.

Zandi, G., Mahadevan, A., Supramaniam, L., Aslam, A., Theng, L. K. (2015). The Economic Factors Affecting Residential Property Price: The Case of Penang Island. International Journal of Economics and Finance, 7 (12), pp. 200-210.