Does Credit Supply Accelerate Business Cycle Changes in Korea?: Some New Evidence by Incorporating Regime Changes
1
조회
0
다운로드
1
인용
0
참고문헌
키워드
초록
This work empirically investigates how commercial banks' aggregate credit supply is associated with business cycle over different regimes of the Korean economy. Linear empirical models employed in most of previous studies are subject to a potential missapecification problem because it is well known that both real GDP and credit supply reveal different dynamic properties over different regimes. This work finds that credit supply has asymmetric effect on business cycle for expansion and contraction phases when the Smooth Transition Autoregressive Vector Error Correction Model (or STAR-VECM) is employed. Our empirical findings are as follows. Firstly, we find that credit supply has procyclical effect on real GDP in all phases. Secondly, the procyclical effects are significantly intensified especially in contractionary phases which indicates asymmetry of its effect. In sum, this result supports 'Credit Acceleration Hypothesis' of Bernanke et al. (1999). Lastly, we further find that real GDP has asymmetric effects on banks' credit supply with countercyclical effect on expansionary regimes.
Abstract
This work empirically investigates how commercial banks' aggregate credit supply is associated with business cycle over different regimes of the Korean economy. Linear empirical models employed in most of previous studies are subject to a potential missapecification problem because it is well known that both real GDP and credit supply reveal different dynamic properties over different regimes. This work finds that credit supply has asymmetric effect on business cycle for expansion and contraction phases when the Smooth Transition Autoregressive Vector Error Correction Model (or STAR-VECM) is employed. Our empirical findings are as follows. Firstly, we find that credit supply has procyclical effect on real GDP in all phases. Secondly, the procyclical effects are significantly intensified especially in contractionary phases which indicates asymmetry of its effect. In sum, this result supports 'Credit Acceleration Hypothesis' of Bernanke et al. (1999). Lastly, we further find that real GDP has asymmetric effects on banks' credit supply with countercyclical effect on expansionary regimes.
참고문헌 (24)
- Bernanke, B., "Handbook of Macroeconomics", pp.1341~1393 (1999)
- Bianchi, J., "Overborrowing and Systemic Externalities in the Business Cycle", The American Economic Review, 101(7), pp.3400~3426 (2011)
- Overborrowing, Financial Crises, and Macroprudential Policy, "Bianchi, J", International Monetary Fund, ~ (2011)
- The Fundamental Principles of Financial Regulation, "Brunnermeier, M. K.", ICMBCEPR, ~, pp.ICMBCEPR Geneva Reports on the World Economy 11 (2009)
- Engle, R.F, "Co-integration and Error Correction:Representation, Estimation, and Testing", Econometrica, 55(1), pp.251~276 (1987)
- Error Correction Systems: Nonlinear Adjustments to Linear Long-run Relationships, "Escribano, A.", Center for Operations Research and Econometrics, ~ (1987)
- Escribano, A, "Non-linear Error Correction, Asymmetric Adjustment and Cointegration", Economic Modelling, 15(2), pp.197~216 (1998)
- Escribano, A, "Nonlinear Error Correction Models", Journal of Time Series Analysis, 23(5), pp.509~522 (2002)
- Gallant, A.R, "A Unified Theory of Estimation and Inference for Nonlinear Dynamic Models" (1988), Basil Blackwell
- Granger, C.W, "Future Developments in the Study of Cointegrated Variables", Oxford Bulletin of Economics and Statistics, 58(3), pp.537~553 (1996)
- Greenwood, J, "Financial Development, Growth, and the Distribution of Income", Journal of Political Economy, 98(5), pp.1076~1107 (1990)
- Hatanaka, M., "Time-series-based Econometrics: Unit Roots and Cointegrations" (1996), Oxford University Press
- Johansen, S., "Likelihood-based Inference in Cointegrated Vector Autoregressive Models" (1995), Oxford University Press
- Kim, S. W., "Who Mimics Whom in the Equity Fund Market? Evidence from the Korean Equity Fund Market", Pacific-Basin Finance Journal, 29, pp.199~218 (2014)
- King, R.G, "Finance and Growth: Schumpeter might be Right", The Quarterly Journal of Economics, 108(3), pp.717~737 (1993)
- Levine, R., "Financial Intermediation and Growth: Causality and Causes", Journal of Monetary Economics, 46(1), pp.31~77 (2000)
- Luukkonen, R., "Testing Linearity against Smooth Transition Autoregressive Models", Biometrika, 75(3), pp.491~499 (1988)
- Mendoza, E., "Sudden Stops, Financial Crises, and Leverage", The American Economic Review, 100(5), pp.1941~1966 (2010)
- Sarantis, N., "Nonlinearities, cyclical behaviour and predictability in stock markets: international evidence", International Journal of Forecasting, 17(3), pp.459~482 (2001)
- Sidrauski, M., "Rational Choice and Patterns of Growth in a Monetary Economy", The American Economic Review, 57(2), pp.534~544 (1967)
- Teravirta, T., "Specification, Estimation, and Evaluation of Smooth Transition Autoregressive Models", Journal of the American Statistical Association, 89(425), pp.208~218 (1994)
- Teravirta, T, "Characterizing Nonlinearities in Business Cycles using Smooth Transition Autoregressive Models", Journal of Applied Econometrics, 7(S1), pp.119~136 (1992)
- Tsay, R. S., "Testing and Modeling Threshold Autoregressive Processes", Journal of the American Statistical Association, 84(405), pp.231~240 (1989)
- Wooldridge, J.M, "Some Invariance Principles and Central Limit Theorems for Dependent Heterogeneous Processes", Econometric Theory, 4(2), pp.210~230 (1988)
