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Risk-Taking Behavior and Capital Adequacy in a Mixed Banking System: New Evidence from Malaysia Using Dynamic OLS and Two-Step Dynamic System GMM Estimators

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  • Hishamuddin Abdul Wahab
  • Buerhan Saiti
  • Saiful Azhar Rosly
  • Abul Mansur Mohammed Masih

Abstract

This study is the first attempt to investigate the relationship between the level of risky assets and capital level in a mixed Malaysian banking system covering 83 months starting December 2006. The results of dynamic ordinary least squares indicate positive relationship between capital ratio (CAR) and risk-weighted asset ratio (RWA) in the long run. Furthermore, the causality analysis based on panel vector error correction model (VECM) and two-step dynamic system generalized method of moments indicates unidirectional causality from CAR to RWA. Our results further suggest that higher capital growth and capital buffer provide an extra cushion for the Malaysian banks to pursue relatively riskier financial activities, and the nature of risk-taking behavior of Islamic banks follows that of the conventional banks.

Suggested Citation

  • Hishamuddin Abdul Wahab & Buerhan Saiti & Saiful Azhar Rosly & Abul Mansur Mohammed Masih, 2017. "Risk-Taking Behavior and Capital Adequacy in a Mixed Banking System: New Evidence from Malaysia Using Dynamic OLS and Two-Step Dynamic System GMM Estimators," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(1), pages 180-198, January.
    • Handle: RePEc:mes:emfitr:v:53:y:2017:i:1:p:180-198
    DOI: 10.1080/1540496X.2016.1162151
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    1. Francis, William B. & Osborne, Matthew, 2012. "Capital requirements and bank behavior in the UK: Are there lessons for international capital standards?," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 803-816.
    2. Jokipii, Terhi & Milne, Alistair, 2011. "Bank capital buffer and risk adjustment decisions," Journal of Financial Stability, Elsevier, vol. 7(3), pages 165-178, August.
    3. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    4. Konishi, Masaru & Yasuda, Yukihiro, 2004. "Factors affecting bank risk taking: Evidence from Japan," Journal of Banking & Finance, Elsevier, vol. 28(1), pages 215-232, January.
    5. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    6. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    7. Shrieves, Ronald E. & Dahl, Drew, 1992. "The relationship between risk and capital in commercial banks," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 439-457, April.
    8. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    9. Masih, Rumi & Masih, Abul M. M., 1996. "Stock-Watson dynamic OLS (DOLS) and error-correction modelling approaches to estimating long- and short-run elasticities in a demand function: new evidence and methodological implications from an appl," Energy Economics, Elsevier, vol. 18(4), pages 315-334, October.
    10. Abdul Karim, Mastura & Hassan, M. Kabir & Hassan, Taufiq & Mohamad, Shamsher, 2014. "Capital adequacy and lending and deposit behaviors of conventional and Islamic banks," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 58-75.
    11. Jacques, Kevin & Nigro, Peter, 1997. "Risk-based capital, portfolio risk, and bank capital: A simultaneous equations approach," Journal of Economics and Business, Elsevier, vol. 49(6), pages 533-547.
    12. VanHoose, David, 2007. "Theories of bank behavior under capital regulation," Journal of Banking & Finance, Elsevier, vol. 31(12), pages 3680-3697, December.
    13. Jeitschko, Thomas D. & Jeung, Shin Dong, 2005. "Incentives for risk-taking in banking - A unified approach," Journal of Banking & Finance, Elsevier, vol. 29(3), pages 759-777, March.
    14. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    15. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    16. Allen N. Berger & Gregory F. Udell, 1993. "Did risk-based capital allocate bank credit and cause a credit crunch in the U.S.?," Finance and Economics Discussion Series 93-41, Board of Governors of the Federal Reserve System (U.S.).
    17. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    18. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    19. Rime, Bertrand, 2001. "Capital requirements and bank behaviour: Empirical evidence for Switzerland," Journal of Banking & Finance, Elsevier, vol. 25(4), pages 789-805, April.
    20. Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-41.
    21. Blum, Jurg, 1999. "Do capital adequacy requirements reduce risks in banking?," Journal of Banking & Finance, Elsevier, vol. 23(5), pages 755-771, May.
    22. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2013. "The impact of bank capital on profitability and risk in Asian banking," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 251-281.
    23. Berger, Allen N & Udell, Gregory F, 1994. "Do Risk-Based Capital Allocate Bank Credit and Cause a "Credit Crunch"' in the United States?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(3), pages 585-628, August.
    24. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    25. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    2. Mahmood, Nihal & Masih, Mansur, 2018. "Dynamics between islamic banking performance and CO2 emissions: evidence from the OIC countries," MPRA Paper 95652, University Library of Munich, Germany.
    3. Syamsuar & Ummi Habibatul Islamiyah & Zamri bin Chik & Rahmat Saputra & Erizar, 2018. "The Effectiveness of Islamic Law Enforcement to Empower and Protect Women in Aceh Province, Indonesia," The Journal of Social Sciences Research, Academic Research Publishing Group, pages 466-471:2.
    4. Belkhir, Mohamed & Grira, Jocelyn & Hassan, M. Kabir & Soumaré, Issouf, 2019. "Islamic banks and political risk: International evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 39-55.
    5. Cristiana Tudor, 2022. "The Nexus between Pollution and Obesity and the Magnifying Role of Media Consumption: International Evidence from GMM Systems Estimates," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
    6. Abdul RASHID* & Muhammad KHALID**, 2018. "An Assessment Of Bank Capital Effects On Bank-Risk-Taking In Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 28(2), pages 213-234.
    7. Muhammad Tahir & Haslindar Ibrahim & Abdul Hadi Zulkafli & Muhammad Mushtaq, 2020. "Influence of Exchange Rate Fluctuations and Credit Supply on Dividend Repatriation Policy of U.S. Multinational Corporations," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 9(special i), pages 267-290.
    8. Leogrande, Angelo & Costantiello, Alberto & Laureti, Lucio & Matarrese, Marco Maria, 2022. "The Determinants of Risk Weighted Asset in Europe," MPRA Paper 112924, University Library of Munich, Germany.
    9. Siti Nor Amira Mohamad & Mohamad Yazis Ali Basah & Muhammad Ridhwan Ab. Aziz, 2018. "Implementation of Islamic Elements as a Parameter for Credit Evaluation Process: Exploring Shariah Adviser’s Perceptions," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 8(6), pages 745-763, June.
    10. Amina Malik & Haroon Aziz & Buerhan Saiti & Shahab Ud Din, 2021. "The Impact of Earnings variability and Regulatory Measures on Income Smoothing: Evidence from Panel Regression," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 10(1), pages 183-201.
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    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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