MACROECONOMIC AND BANK-SPECIFIC DETERMINANTS OF LOAN LOSS PROVISIONING IN INDONESIA
DOI:
https://doi.org/10.14414/jebav.v15i3.107Keywords:
Loan Loss Provision, Credit Risk, Poor Management Hypothesis, ProcyclicalityAbstract
This paper used Generalized-Linear Model (GLM) with the exposure time to examine the determinants ofcredit loss provisions in Indonesia's banking sector. The research was motivated by the hypothesis thatboth macro economic variables and bank - specific have an effect on the quality of loans and loan lossprovisions to cover risks. The results showed that loan losses could be explained primarily by a particularbank and macro economic variables. On asset size, the study found a positive relationship between the sizeof assets and loan loss provisions indicating that there is no benefit for the large banks of their managerialand technological advantages. Well-capitalized bank with a negative impact on loan loss provisions, thebank also showed that the capitalized ones take less credit risk. It appears clear that inefficient banks torisk further demonstrate the validity of the hypothesis of poor management. Using the profitability/ReturnOn Average Assets (ROAA), it was found that there is a negative relationship implying that profitable banksave lower credit risk and also support the hypothesis that good management to take the risk is lower. Onthe impact of the price index, it was found negative showing higher inflation reduces loan loss provisions.In terms of economic growth/Growth Development (GD), the results provide further evidence that economicgrowth reduces credit risk and that this provides further support of procyclicality in credit markets.References
Berger, AN, and R, DeYoung, 1997, Problem
loans and cost efficiency in commercial
banks, Journal of Banking and
Finance, Vol. 21(6): 849-870.
Bessis, J, 2004, Risk Management in banking,
nd ed, New York.
Bikker, JA, and PAJ Metzemakers, 2004,
‘Bank Provisioning Behavior and Procyclicality’,
Journal of International
Financial Markets, Institutions and
Money, Vol. 15, pp. 141-157.
Black, F, and Myron S, Scholes (1973), ‘The
pricing of options and corporate liabilities’,
Journal of Political Economy,
(3), 637-654.
Bonfim, D 2009, ‘Credit risk drivers: Evaluating
the contribution of firm level information
and of macroeconomic dynamics’,
Journal of Banking & Finance,
Elsevier, vol. 33(2), pp.281-
Cifter, A, Yilmazer, S, Cifter E 2009,
‘Analysis of sectoral credit default cycle
dependency with wavelet networks:
evidence from Turkey’, Economic Modelling, vol. 26, pp. 1382-
Das, A, and S, Ghosh, 2007, Determinants
of credit risk in Indian state owned
banks: An empirical investigation,
MRPA Paper, No. 17301.
Fonseca, AR, Gonzalez, F 2008, ‘Crosscountry
determinants of bank income
smoothing by managing loan-loss provisions’,
Journal of Banking and Finance,
, 217-228.
Hlawatsch, S and S Ostrowski, 2010, ‘Economic
loan loss provision and expected
loss’, BuR -Business Research,
Official Open Access Journal of VHB,
Volume 3, Issue 2, pp. 133-149.
Hu J, Y Li and Y, Chiu, 2004, ‘Ownership
and nonperforming loans: Evidence
from Taiwan’s Banks’, The Developing
Economies, Vol. 42(3): pp.405–
Iman Gunadi, 2011, Addressing risks in
promoting financial stability,
SEACEN Centre.
Kanagaretnam, K, GV Krishnan, and GJ,
Lobo, 2010, ‘An empirical analysis of
auditor independence in the banking
industry’, The Accounting Review, 85,
vol. 6, pp. 2011-2046.
Koopman SJ, Lucas A 2004, ‘Business and
default cycles for credit risk’, Journal
of Applied Econometrics, 20:2: 311-
Louzis, Dimitrios P, Vouldis, Angelos T,
and Metaxas, Vasilios L 2010, ‘Macroeconomic
and bank-specific determinants
of non-performing loans in
Greece: A comparative study of mortgage,
business and consumer loan
portfolios’, Bank of Greece Working
Paper, 118, Available at SSRN:
http://ssrn.com/abstract=1703026.
Merton R 1974, ‘On the pricing of corporate
debt: the risk structure of interest
rates’, Journal of Finance, No.29: pp.
-470.
OCC, 1998, Allowance for Loan and Lease
Losses Comptroller’s Handbook, Procedures
- May 1998.
Perez, D, Salas-Fumas, V, and J, Saurina,
, ‘Earnings and capital management
in alternative loan-loss provision
regulatory regimes’, Banco de España
Working Papers: 0614.
Rabe-Hesketh, S, and Everitt, BS 2006, A
Handbook of Statistical Analyses Using
Stata, (Fourth Edition), Boca
Raton, FL: Chapman & Hall/CRC.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2012 Suhartono Suhartono
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.