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Financial Disruptions and the Evolution of Malaysian Banking Sector’s Efficiency: A Non-Stochastic Frontier Approach

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  • Fadzlan Sufian
  • Muzafar Shah Habibullah
Abstract
In the mid-1990s, the East Asian countries experienced severe financial crisis, followed by deep economic downturns. A variety of methodologies have been used to explain the Asian financial crisis. However, the impact of the Asian financial crisis of 1997 on the efficiency of the financial industry has not been studied yet. This paper investigates the performance of the Malaysian banking sector around the Asian financial crisis with the emphasis on the domestic versus foreign banks debate. The efficiency estimates of individual banks are evaluated using the non-parametric Data Envelopment Analysis (DEA) method. The results suggest that the foreign banks have exhibited higher technical efficiency compared to their domestic bank counterparts. However, the results suggest also that the foreign banks were severely affected by the Asian financial crisis, implying that they are not insulated from unexpected events like the Asian financial crisis of 1997.

Suggested Citation

  • Fadzlan Sufian & Muzafar Shah Habibullah, 2010. "Financial Disruptions and the Evolution of Malaysian Banking Sector’s Efficiency: A Non-Stochastic Frontier Approach," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 166-186.
  • Handle: RePEc:bas:econst:y:2010:i:2:p:166-186
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    References listed on IDEAS

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    1. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2006. "The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong's banking system," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1443-1466, May.
    2. Miller, Stephen M. & Noulas, Athanasios G., 1996. "The technical efficiency of large bank production," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 495-509, April.
    3. Fadzlan Sufian, 2007. "Trends in the efficiency of Singapore's commercial banking groups," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 56(2), pages 99-136, January.
    4. Lozano-Vivas, Ana & Pasiouras, Fotios, 2010. "The impact of non-traditional activities on the estimation of bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1436-1449, July.
    5. Ali Ataullah & Hang Le, 2006. "Economic reforms and bank efficiency in developing countries: the case of the Indian banking industry," Applied Financial Economics, Taylor & Francis Journals, vol. 16(9), pages 653-663.
    6. Adel A. Al‐Sharkas & M. Kabir Hassan & Shari Lawrence, 2008. "The Impact of Mergers and Acquisitions on the Efficiency of the US Banking Industry: Further Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(1‐2), pages 50-70, January.
    7. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    8. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    9. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    10. Ihsan Isik & M. Kabir Hassan, 2003. "Efficiency, Ownership and Market Structure, Corporate Control and Governance in the Turkish Banking Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(9‐10), pages 1363-1421, December.
    11. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    12. Afonso, Antonio & St. Aubyn, Miguel, 2006. "Cross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputs," Economic Modelling, Elsevier, vol. 23(3), pages 476-491, May.
    13. Isik, Ihsan & Hassan, M. Kabir, 2002. "Technical, scale and allocative efficiencies of Turkish banking industry," Journal of Banking & Finance, Elsevier, vol. 26(4), pages 719-766, April.
    14. Kevin Stiroh, 2006. "New Evidence on the Determinants of Bank Risk," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(3), pages 237-263, December.
    15. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October.
    16. Adel A. Al‐Sharkas & M. Kabir Hassan & Shari Lawrence, 2008. "The Impact of Mergers and Acquisitions on the Efficiency of the US Banking Industry: Further Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(1‐2), pages 50-70, January.
    17. Fadzlan Sufian & Muzafar Habibullah, 2009. "Bank specific and macroeconomic determinants of bank profitability: Empirical evidence from the China banking sector," Frontiers of Economics in China, Springer;Higher Education Press, vol. 4(2), pages 274-291, June.
    18. Mr. David Hauner & Ms. Annette J Kyobe, 2008. "Determinants of Government Efficiency," IMF Working Papers 2008/228, International Monetary Fund.
    19. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
    20. Havrylchyk, Olena, 2006. "Efficiency of the Polish banking industry: Foreign versus domestic banks," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1975-1996, July.
    21. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    22. Bhattacharyya, Arunava & Lovell, C. A. K. & Sahay, Pankaj, 1997. "The impact of liberalization on the productive efficiency of Indian commercial banks," European Journal of Operational Research, Elsevier, vol. 98(2), pages 332-345, April.
    23. Ihsan Isik, 2007. "Bank ownership and productivity developments: evidence from Turkey," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 24(2), pages 115-139, June.
    24. Noulas, Athanasios G & Ray, Subhash C & Miller, Stephen M, 1990. "Returns to Scale and Input Substitution for Large U.S. Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(1), pages 94-108, February.
    25. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    26. Berger, Allen N. & Hunter, William C. & Timme, Stephen G., 1993. "The efficiency of financial institutions: A review and preview of research past, present and future," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 221-249, April.
    27. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    28. Aigbe Akhigbe & James McNulty, 2005. "Profit efficiency sources and differences among small and large U.S. commercial banks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 29(3), pages 289-299, September.
    29. Hasan, Iftekhar & Marton, Katherin, 2003. "Development and efficiency of the banking sector in a transitional economy: Hungarian experience," Journal of Banking & Finance, Elsevier, vol. 27(12), pages 2249-2271, December.
    30. Fotios Pasiouras & Aggeliki Liadaki & Constantin Zopounidis, 2008. "Bank efficiency and share performance: evidence from Greece," Applied Financial Economics, Taylor & Francis Journals, vol. 18(14), pages 1121-1130.
    31. Hidenobu Okuda & Hidetoshi Hashimoto, 2004. "Estimating Cost Functions of Malaysian Commercial Banks: The Differential Effects of Size, Location, and Ownership," Asian Economic Journal, East Asian Economic Association, vol. 18(3), pages 233-259, September.
    32. David S. Evans & James J. Heckman, 1988. "Rejoinder---Natural Monopoly and the Bell System: Response to Charnes, Cooper and Sueyoshi," Management Science, INFORMS, vol. 34(1), pages 27-38, January.
    33. Kyj, Larissa & Isik, Ihsan, 2008. "Bank x-efficiency in Ukraine: An analysis of service characteristics and ownership," Journal of Economics and Business, Elsevier, vol. 60(4), pages 369-393.
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    More about this item

    JEL classification:

    • 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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