Modeling Islamic banks' efficiency: a non-parametric frontier approach
Purpose - The purpose of this paper is to measure the relative efficiency of the top 100 Islamic banks. The sensitivity of the results is also investigated. Design/methodology/approach - Data envelopment analysis (DEA) method was applied to evaluate the relative efficiency of Islamic banks using cross-sectional data for the year 2009. The use of DEA to measure Islamic banks' efficiency appears especially appropriate since this method does not require the specification of particular production or cost functions. Findings - The results indicate that the performance of several banks is sub-optimal, suggesting the potential for significant improvements. Separate benchmarks were derived for possible reductions in resources used, and significant savings are possible on this account. Originality/value - From a policy perspective, the paper highlights the importance of encouraging increased efficiency throughout the Islamic banking industry.
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Volume (Year): 4 (2011)
Issue (Month): 1 (April)
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- 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.
- David Hauner, 2004.
"Explaining Efficiency Differences Among Large German and Austrian Banks,"
IMF Working Papers
04/140, International Monetary Fund.
- David Hauner, 2005. "Explaining efficiency differences among large German and Austrian banks," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 969-980.
- Fadzlan Sufian, 2009. "The determinants of Islamic banks' efficiency changes," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing, vol. 2(2), pages 120-138, June.
- M. Stone, 2002. "How not to measure the efficiency of public services (and how one might)," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(3), pages 405-434.
- Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
- Olson, Dennis & Zoubi, Taisier A., 2008. "Using accounting ratios to distinguish between Islamic and conventional banks in the GCC region," The International Journal of Accounting, Elsevier, vol. 43(1), pages 45-65, March.
- Sherman, H. David & Rupert, Timothy J., 2006. "Do bank mergers have hidden or foregone value? Realized and unrealized operating synergies in one bank merger," European Journal of Operational Research, Elsevier, vol. 168(1), pages 253-268, January.
- Paul W. Bauer & Allen N. Berger & Gary D. Ferrier & David B. Humphrey, 1997.
"Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods,"
Financial Services working paper
97-02, Federal Reserve Bank of Cleveland.
- Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
- Paul W. Bauer & Allen N. Berger & Gary D. Ferrier & David B. Humphrey, 1997. "Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods," Finance and Economics Discussion Series 1997-50, Board of Governors of the Federal Reserve System (U.S.).
- Brenda Gannon, 2005.
"Testing for Variation in Technical Efficiency of Hospitals in Ireland,"
The Economic and Social Review,
Economic and Social Studies, vol. 36(3), pages 273-294.
- Gannon, Brenda, 2005. "Testing for Variation in Technical Efficiency of Hospitals in Ireland," Papers HRBWP20, Economic and Social Research Institute (ESRI).
- Allen N. Berger & David B. Humphrey, 1997.
"Efficiency of financial institutions: international survey and directions for future research,"
Finance and Economics Discussion Series
1997-11, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Raymond L. Raab & Richard W. Lichty, 2002. "Identifying Subareas That Comprise A Greater Metropolitan Area: The Criterion of County Relative Efficiency," Journal of Regional Science, Wiley Blackwell, vol. 42(3), pages 579-594.
- Laurent Weill, 2004. "Measuring Cost Efficiency in European Banking: A Comparison of Frontier Techniques," Journal of Productivity Analysis, Springer, vol. 21(2), pages 133-152, March.
- Carlos Pestana Barros & Manolis Athanassiou, 2004. "Efficiency in European Seaports with DEA: Evidence from Greece and Portugal," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 6(2), pages 122-140, June.
- Hamim S. Ahmad Mokhtar, 2008. "Efficiency and competition of Islamic banking in Malaysia," Humanomics: The International Journal of Systems and Ethics, Emerald Group Publishing, vol. 24(1), pages 28-48, February.
- Cook, Wade D. & Hababou, Moez, 2001. "Sales performance measurement in bank branches," Omega, Elsevier, vol. 29(4), pages 299-307, August.
- 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.
- 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.
- Lawrence M. Seiford & Joe Zhu, 1999. "Profitability and Marketability of the Top 55 U.S. Commercial Banks," Management Science, INFORMS, vol. 45(9), pages 1270-1288, September.
- Hawdon, David, 2003. "Efficiency, performance and regulation of the international gas industry--a bootstrap DEA approach," Energy Policy, Elsevier, vol. 31(11), pages 1167-1178, September.
- Fadzlan Sufian, 2007. "The efficiency of Islamic banking industry in Malaysia," Humanomics: The International Journal of Systems and Ethics, Emerald Group Publishing, vol. 23(3), pages 174-192, September.
- Shinn Sun & Wen-Min Lu, 2005. "Evaluating The Performance Of The Taiwanese Hotel Industry Using A Weight Slacks-Based Measure," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 487-512.
- Athanassopoulos, Antreas D., 1997. "Service quality and operating efficiency synergies for management control in the provision of financial services: Evidence from Greek bank branches," European Journal of Operational Research, Elsevier, vol. 98(2), pages 300-313, April.
- 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.
- Taufiq Hassan, 2009. "Efficiency of conventional versus Islamic banks: evidence from the Middle East," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing, vol. 2(1), pages 46-65, April.
- Bonesronning, Hans & Rattso, Jorn, 1994. "Efficiency variation among the Norwegian High Schools: Consequences of equalization policy," Economics of Education Review, Elsevier, vol. 13(4), pages 289-304.
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