Loan-to-Value Ratio and Housing Price Cycle: Empirical Evidence From Indonesia

Charvin Lim(1*), Siwi Nugraheni(2)

(1) Parahyangan Catholic University
(2) Parahyangan Catholic University
(*) Corresponding Author

Abstract

The subprime mortgage crisis in 2007-2009 which led to a global recession has highlighted the importance of regulating credit for housing market. The urgency arises not only to manage non-performing ratio, but further to manage price in the housing market which is a potent source of financial imbalance. Loan-to-value (LTV) regulation is imposed in order to dampen the housing price cycle, preventing the occurrence of bubble issue. This study tries to capture the influence of LTV implementation on housing price and assesses its effectiveness in the national scope. Error correction model is used to portray the short and long-term dynamics of housing cycle with regard to policy, macroeconomic, and financial variables. We concluded that LTV is an effective policy to dampen the price cycle in the long run, but not in the short run. In the short run, housing price is closely determined by the macroeconomic factors. Furthermore, we found that the implementation of LTV has made housing price to become more persistent, suggesting a change in the market expectation structure and the behavior of housing price cycle.

Keywords

Macroprudential policy; Financial stability; Housing price.

Full Text:

PDF

References

Allen, F., & Gale, D. (2000). Bubbles and crises. The Economic Journal, 236-255.

Allen, F., & Gorton, G. (1993). Churning bubbles. Review of Economic Studies, 60, 813-836.

Andrews, D. (2010). Real house prices in OECD countries: The role of demand shocks and structural and policy factors. OECD Economics Department Working Papers(831), 1-34.

Angelini, P., Neri, S., & Panetta, F. (2012). Monetary and macroprudential policies. ECB Working Paper Series No. 1449, 1-34.

Carroll, C., Otsuka, M., & Slacalek, J. (2011). How large are housing and financial wealth effects? A new approach. Journal of Money, Credit and Banking, 43(1), 55-79.

Catte, P., Girouard, N., Price, R. W., & André, C. (2004). Housing market, wealth, and the business cycle. OECD Economics Department Working Papers(394), 1-41.

De Long, B., Shleifer, A., Summers, L., & Waldmann, R. (1990). Positive feedback investment strategies and destabilizing rational speculation. Journal of Finance, 45, 379-395.

Deng, Y., Quigley, J., & Van Order, R. (2000). Mortgage terminations, heterogeneity, and the exercise of mortgage options. Econometrica, 68, 275-307.

Eddie, C., & HuiShen Yue. (2006). Housing price bubbles in Hong Kong, Beijing and Shanghai: A comparative study. Journal of Real Estate Finance and Economics, 33(4), 299-327.

Elu, R. (2006, Quarter 3). Residential Mortgage Default. Retrieved from www.philadelphiafed.org: https://www.philadelphiafed.org/-/media/research-and-data/publications/business-review/2006/q3/br_q3-2006-3_residential_mortgage.pdf

Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251-276.

Funke, M., & Paetz, M. (2012). A DSGE-based assessment of nonlinear loan-to-value policies: Evidence from Hong Kong. BOFIT Discussion Paper No. 11, 1-26.

Glindro, E. T., Shubanij, T., Szeto, J., & Zhu, H. (2011). Determinants of house prices in nine Asia-Pacific economies. International Journal of Central Banking, 7(3), 163-204.

Iacoviello, M. (2005). House prices, borrowing constraints, and monetary policy in the business cycle. American Economic Review, 95(3), 739-764.

Iacoviello, M. (2010). Housing market in DSGE models: Findings and new directions. Heidelberg, Berlin: Springer.

Iacoviello, M., & Neri, S. (2010). Housing market spillovers: Evidence from an estimated DSGE model. American Economic Journal: Macroeconomics, 2(2), 125-164.

Igan, D., & Kang, H. (2011). Do loan-to-value and debt-to-income limits work? Evidence from Korea. International Monetary Fund Working Paper(297), 1-20.

Igan, D., & Loungani, P. (2012). Global housing cycles. International Monetary Fund Working Paper(217), 1-50.

Kitotaki, N. (1997). Credit cycles. Journal of Political Economy, 105(2), 211-248.

Morgan, P. J., Regis, P. J., & Salike, N. (2015). Loan-to-value policy as a macroprudential tool: The case of residential mortgage loans in Asia. Asian Development Bank Institute Working Paper(528), 1-25.

Poterba, J. (2000). Stock market wealth and consumption. Journal of Economic Perspectives, 14(2), 99-118.

Rubio, M., & Carrasco-Gallego, J. A. (2014). Macroprudential and monetary policies: Implications for financial stability and welfare. Journal of Banking and Finance, 49, 326-336.

Shwartz, H. (2012). Housing, the welfare state, and the global financial crisis: What is the connection? Politics and Society, 40(1), 35-56.

Sutton, G. D. (2002, September). Explaining changes in house prices. BIS Quarterly Review, 46-55.

Taltavull de La Paz, P., & White, M. (2012). Fundamental drivers of house price change: The role of money, mortgages, and migration in Spain and the United Kingdom. Journal of Property Research, 29(4), 341-367.

Tirole, J. (1982). On the possibility of speculation under rational expectations. Econometrica, 50, 1963.

Tirole, J. (1985). Asset bubbles and overlapping generations. Econometrica, 53, 1499-1528.

Tsatsaronis, K., & Zhu, H. (2004, March). What drives housing price dynamics: Cross-country evidence. BIS Quarterly Review, 65-78.

White, M. (2015). Cyclical and structural change in the UK housing market. Journal of European Real Estate Research, 8(1), 85-103.

Wilson, P., White, M., Dunse, N., Cheong, C., & Zurbruegg, R. (2011). Modelling price movements in housing micro markets: Identifying long-term components in local housing market dynamics. Urban Studies, 48(9), 1853-1874.

Wong, E., Fong, T., Li, K.-f., & Choi, H. (2011). Loan-to-value ratio as a macro-prudential tool: Hong Kong experience and cross-country evidence. Hong Kong Monetary Authority Working Paper(1), 1-25.

Article Metrics

Abstract view(s): 1216 time(s)
PDF: 693 time(s)

Refbacks

  • There are currently no refbacks.