CREDIT CARD DELINQUENCY IN MALAYSIA
Abstract
The objective of this paper is to investigate the influence of economic conditions and regulatory interventions as potential drivers of credit card delinquency in Malaysia. Using quarterly data from 1999 to 2021 and the autoregressive distributed lag model, we find that national income, wealth, expectations of future economic conditions, and the supply of credit determine credit card delinquency. We also find evidence in favour of regulatory interventions as a solution to curbing the deteriorating credit card debt situation in Malaysia.
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References
Agarwal, S., & Liu, C. (2003). Determinants of Credit Card Delinquency and Bankruptcy: Macroeconomic Factors. Journal of Economics and Finance, 27, 75–84.
Badeeb, R. A., & Lean, H. H. (2017). Financial Development, Oil Dependence and Economic Growth: Evidence from the Republic of Yemen. Studies in Economics and Finance, 34, 281-298.
Banerjee, A., Dolado, J., Galbraith, J. W., & Hendry, D. F. (1993). Co-integration, Error-correction, and the Econometric Analysis of Non-stationary Data. Oxford University Press, Oxford.
Bank Negara Malaysia. (2022). Monthly Highlights and Statistics in May 2022, Bank Negara Malaysia, Kuala Lumpur.
Barra, C., & Ruggiero, N. (2021). The Role of Nonlinearity on the Financial Development–Economic Performance Nexus: An Econometric Application to Italian Banks. Empirical Economics, 60, 2293-2322.
Beck, T., Levine, R., & Loayza, N. (2000). Finance and the Sources of Growth. Journal of Financial Economics, 58, 261–300.
Bellotti, T., & Crook, J. (2013). Forecasting and Stress Testing Credit Card Default Using Dynamic Models. International Journal of Forecasting, 29, 563–574.
Bordo, M., Eichengreen, B., Klingebiel, D., & Martinez-Peria, M. S. (2001). Is the Crisis Problem Growing More Severe? Economic Policy, 16, 51–82.
Brown, S., Garino, G., Taylor, K., & Price, S.W. (2005). Debt and Financial Expectations: An Individual - and Household -Level Analysis. Economic Inquiry, 43, 100–120.
Canner, G. B., & Cyrnak, A. W. (1986). Determinants of Consumer Credit Card Usage Patterns among U.S. Families. Journal of Retail Banking, 8, 9-18.
Canner, G. B., & Luckett, C. A. (1992). Developments in the Pricing of Credit Card Services. Federal Reserve Bulletin, 78, 652–666.
Campbell, J., & Mankiw, G. (1990). Permanent Income, Current Income and Consumption. Journal of Business and Economic Statistics, 8, 265–279.
Chakravorti, S., & To, T. (2007). A Theory of Credit Cards. International Journal of Industrial Organization, 25, 583–595.
Credit Counselling and Debt Management Agency. (2018). Financial Behaviour and State of Financial Well-being of Malaysian Working Adults. Credit Counselling and Debt Management Agency, Kuala Lumpur.
Deaton, A. (1991). Saving and Liquidity Constraints. Econometrica, 59, 1221–1248.
Dinh, M. T., Mullineux, A. W., & Muriu, P. (2012). Macroeconomic Factors Influencing UK Household Loan Losses. Journal of Financial Regulation and Compliance, 20, 385–401.
Dobbie, W., & Song, J. (2015). Debt Relief and Debtor Outcomes: Measuring the Effects of Consumer Bankruptcy Protection. American Economic Review, 105, 1272-1311.
Donou-Adonsou, F., & Basnet, H. C. (2019). Credit Card Delinquency: How much is the Internet to Blame? The North American Journal of Economics and Finance, 48, 481-497.
Duca, J.V., & Whitesell, W. C. (1995). Credit Cards and Money Demand: A Crosssectional Study. Journal of Money, Credit and Banking, 27, 604-623.
Engle, R. F., & Granger, C. W. J. (1987). Cointegration and Error Correction Representation: Estimation and Testing. Econometrica, 55, 251–276.
Fay, S., Hurst, E., & White M. J. (2002). The Household Bankruptcy Decision. American Economic Review, 92, 706-718.
Godwin, D. D. (1998). Household Debt Quintiles: Explaining Changes 1983-1989. The Journal of Consumer Affairs, 32, 369–393.
Gounder, R. (2002). Political and Economic Freedom, Fiscal Policy and Growth Nexus: Some Empirical Results for Fiji. Contemporary Economic Policy, 20, 234–245.
Grieb, T., Hegji, C., & Jones, S. T. (2001). Macroeconomic Factors, Consumer Behavior, and Bankcard Default Rates. Journal of Economics and Finance, 25, 316–327.
Gross, D. B., & Souleles, N. S. (2002). An Empirical Analysis of Personal Bankruptcy and Delinquency. Review of Financial Studies, 15, 319–347.
Hanna, S., Fan, J. X., & Chang, Y. R. (1995). Optimal Life Cycle Savings. Financial Counseling and Planning, 6, 1–15.
Jiang, S. S., & Dunn, L. F. (2013). New Evidence on Credit Card Borrowing and Repayment Patterns. Economic Inquiry, 51, 394–407.
Johansen, S. (1988). Statistical Analysis of Cointegrating Vectors. Journal of Economic Dynamics and Control, 12, 231–254.
Johansen, S., & Juselius, K. (1990). Maximum Likelihood Estimation and Inference on Cointegration with Applications to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52, 169–210.
Juhro, S. M., Narayan, P. K., Iyke, B. N., & Trisnanto, B. (2020). Is There a Role for Islamic Finance and R&D in Endogenous Growth Models in the Case of Indonesia? Pacific-Basin Finance Journal, 62, 101297.
https://doi.org/10.1016/j.pacfin.2020.101297
Jung, Y. (2019). What Drives Business Cycles in Korea? Japan and the World Economy, 52, 100978.
Kang, T. S., & Ma, G. (2007). Recent Episodes of Credit Card Distress in Asia. BIS Quarterly Review, June.
Kim, H., Cho, H., & Ryu, D. (2018). An Empirical Study on Credit Card Loan Delinquency. Economic Systems, 42, 437-449.
Kim, H., & DeVaney, S. A. (2001). The Determinants of Outstanding Balances among Credit Card Revolvers. Financial Counseling and Planning, 12, 67–77.
Kinsey, J. (1981). Determinants of Credit Card Accounts: An Application of Tobit Analysis. Journal of Consumer Research, 8, 172-182.
Laeven, L., & Valencia, F. (2020). Systemic Banking Crises Database II. IMF Economic Review, 68, 307–361.
Lee, J., & Hogarth, J. M. (1998). Shopping for a Credit Card: Does Information Search Pay off? Consumer Interests Annual, 44, 30-35.
Levine, R. (1997). Financial Development and Economic Growth: Views and Agenda. Journal of Economic Literature, 35, 688-726.
Li, Y., Li, Y., & Li, Y. (2019). What Factors are Influencing Credit Card Customer’s Default Behavior in China? A Study based on Survival Analysis. Physica A: Statistical Mechanics and its Applications, 526, 120861.
Lin, L., Revindo, M. D., Gan, C., & Cohen, D. A. (2019). Determinants of Credit Card Spending and Debt of Chinese Consumers. International Journal of Bank Marketing, 37, 545-564.
Malaysia Department of Insolvency. (2022). Bankruptcy Statistic 2022, available at https://www.mdi.gov.my/images/documents/Statistics/Bankrupcy/briefnote2022.pdf (accessed 1 July 2022)
McCaig, B., & Stengos, T. (2005). Financial Intermediation and Growth: Some Robustness Results. Economics Letters, 88, 306–312.
Narayan, P. K. (2005). The Saving and Investment Nexus for China: Evidence From Cointegration Tests. Applied Economics, 37, 979-1990.
Paquin, P., & Weiss, M. S. (1998). Personal Bankruptcies: Study Finds Four Key Determinants. Journal of Retail Banking Services, 20, 49-55.
Pattichis, C. A. (1999). Price and Income Elasticities of Disaggregated Import Demand: Results from UECMs and an Application. Applied Economics, 31, 1061–1071.
Pesaran, M. H. & Pesaran, B. (1997). Working with Microfit 4.0: Interactive Econometric Analysis. Oxford University Press, Oxford.
Pesaran, M. H., Shin, Y., & Smith, R. (2001). Bounds Testing Approaches to the Analysis of level Relationships. Journal of Applied Econometrics, 16, 289–326
Phan, D. H. B., Iyke, B. N., Sharma, S. S., & Affandi, Y. (2021). Economic Policy Uncertainty and Financial Stability–Is There a Relation? Economic Modelling, 94, 1018-1029. https://doi.org/10.1016/j.econmod.2020.02.042
Scott, R. H. (2007). Credit Card Use and Abuse: A Veblenian Analysis. Journal of Economic Issues, 41, 567–574.
Sehrawat, M., & Giri, A. K. (2015). Financial Development and Economic Growth: Empirical Evidence from India. Studies in Economics and Finance, 32, 340-356.
Souleles, N. S. (2004). Expectations, Heterogeneous Forecast Errors, and Consumption: Micro Evidence from the Michigan Consumer Sentiment
Survey. Journal of Money, Credit and Banking, 36, 39–72. Theong, M. J., Osman, A. F., & Yap, S. F. (2018). Household Indebtedness: How Global and Domestic Macro-economic Factors Influence Credit Card Debt
Default in Malaysia. Institutions and Economies, 10, 37-56.
White, M. (1998). Why Don’t More Households File for Bankruptcy? Journal of Law, Economics, & Organization, 14, 205-231.
Worthington, A., & Higgs, H. (2013). Macro Drivers of Australian Housing Affordability, 1985-2010: An Autoregressive Distributed Lag Approach. Studies in Economics and Finance, 30, 347-369.
Zinman, J. (2015). Household Debt. Facts, Puzzles, Theories, and Policies. Annual Review of Economics, 7, 251-276.
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