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New evidence on Islamic and conventional bank efficiency: A meta‐regression analysis

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  • Mohamed E. Chaffai

Abstract

This paper aims to conduct a comparison of the efficiency of Islamic banks (IBs) versus conventional banks (CBs) based on meta‐analysis. Empirical studies in this field, mainly in MENA or Gulf Cooperation Country regions, usually provide mixed conclusions and we do not know the reasons of this discrepancy in the results. We conduct a meta‐regression analysis (MRA) that is based on 35 studies and includes 484 estimates of efficiency scores by bank type among other characteristics. We employ Bayesian averaging technique to identify the main covariates explaining the heterogeneity of the results. Our findings suggest, first, no evidence of the superiority of one banking system over the other, neither in terms of technical, cost or profit efficiency. Second, we identify several important bank's and sample characteristics that have also important impacts on the provided efficiency estimates. Third, when we compare the studies into those who conduct a deep statistical comparison of the efficiency distributions by bank type and those who omit to do it, we find that CBs outperform IBs, suggesting a potential publication bias. Finally, with respect to the inefficiency, MRA suggests that the regions banking systems suffer from the inability of banks to maximize profit, so they are much less profitable than it should be. There are also some managerial deficiencies linked to cost minimization, rendering the region's banking system costly, compared to some deficiencies in the overall banking production process itself (technical efficiency).

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  • Mohamed E. Chaffai, 2022. "New evidence on Islamic and conventional bank efficiency: A meta‐regression analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 74(1), pages 221-246, January.
  • Handle: RePEc:bla:buecrs:v:74:y:2022:i:1:p:221-246
    DOI: 10.1111/boer.12291
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    as
    1. Fakarudin Kamarudin & Bany Ariffin Amin Nordin & Junaina Muhammad & Mohamad Ali Abdul Hamid, 2014. "Cost, Revenue and Profit Efficiency of Islamic and Conventional Banking Sector: Empirical Evidence from Gulf Cooperative Council Countries," Global Business Review, International Management Institute, vol. 15(1), pages 1-24, March.
    2. 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.
    3. Narayan, Paresh Kumar & Phan, Dinh Hoang Bach, 2019. "A survey of Islamic banking and finance literature: Issues, challenges and future directions," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 484-496.
    4. Ihsen Abid & Mohamed Goaied & Mouldi Ben Ammar, 2019. "Conventional and Islamic Banks’ Performance in the Gulf Cooperation Council Countries; Efficiency and Determinants," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 623-665, September.
    5. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    6. repec:lan:wpaper:1030 is not listed on IDEAS
    7. Mohanty, Sunil K. & Lin, Hong-Jen & Aljuhani, Eid A. & Bardesi, Hisham J., 2016. "Banking efficiency in Gulf Cooperation Council (GCC) countries: A comparative study," Review of Financial Economics, Elsevier, vol. 31(C), pages 99-107.
    8. Tugba Eyceyurt Batir & David A. Volkman & Bener Gungor, 2017. "Determinants of bank efficiency in Turkey: Participation banks versus conventional banks," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(2), pages 86-96, June.
    9. Iwasaki, Ichiro & Tokunaga, Masahiro, 2016. "Technology transfer and spillovers from FDI in transition economies: A meta-analysis," Journal of Comparative Economics, Elsevier, vol. 44(4), pages 1086-1114.
    10. Olson, Dennis & Zoubi, Taisier A., 2011. "Efficiency and bank profitability in MENA countries," Emerging Markets Review, Elsevier, vol. 12(2), pages 94-110, June.
    11. Hassan, M. Kabir & Aliyu, Sirajo, 2018. "A contemporary survey of islamic banking literature," Journal of Financial Stability, Elsevier, vol. 34(C), pages 12-43.
    12. Francesco Aiello & Graziella Bonanno, 2016. "Efficiency in banking: a meta-regression analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 112-149, January.
    13. Bader, Mohammed Khaled I. & Mohamad, Shamsher & Ariff, Mohamed & Hassan, Taufiq, 2008. "Cost, Revenue, And Profit Efficiency Of Islamic Versus Conventional Banks: International Evidence Using Data Envelopment Analysis," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 15, pages 24-76.
    14. Safiullah, Md & Shamsuddin, Abul, 2019. "Risk-adjusted efficiency and corporate governance: Evidence from Islamic and conventional banks," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 105-140.
    15. Francesco Aiello & Graziella Bonanno, 2018. "On The Sources Of Heterogeneity In Banking Efficiency Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 194-225, February.
    16. Doumpos, Michael & Hasan, Iftekhar & Pasiouras, Fotios, 2017. "Bank overall financial strength: Islamic versus conventional banks," Economic Modelling, Elsevier, vol. 64(C), pages 513-523.
    17. Mohamed Chaffai, 1998. "Estimation des inefficiences techniques et allocatives des banques de dépôts tunisiennes : une frontière de coût fictif," Économie et Prévision, Programme National Persée, vol. 136(5), pages 117-129.
    18. Alexakis, Christos & Izzeldin, Marwan & Johnes, Jill & Pappas, Vasileios, 2019. "Performance and productivity in Islamic and conventional banks: Evidence from the global financial crisis," Economic Modelling, Elsevier, vol. 79(C), pages 1-14.
    19. Iršová, Zuzana & Havránek, Tomáš, 2013. "Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis," World Development, Elsevier, vol. 42(C), pages 1-15.
    20. Fall, François & Akim, Al-mouksit & Wassongma, Harouna, 2018. "DEA and SFA research on the efficiency of microfinance institutions: A meta-analysis," World Development, Elsevier, vol. 107(C), pages 176-188.
    21. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    22. Mohamed Chaffai & M. Kabir Hassan, 2019. "Technology Gap and Managerial Efficiency: A Comparison between Islamic and Conventional Banks in MENA," Journal of Productivity Analysis, Springer, vol. 51(1), pages 39-53, February.
    23. Saeed, Momna & Izzeldin, Marwan, 2016. "Examining the relationship between default risk and efficiency in Islamic and conventional banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 127-154.
    24. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    25. Samir Srairi, 2010. "Cost and profit efficiency of conventional and Islamic banks in GCC countries," Journal of Productivity Analysis, Springer, vol. 34(1), pages 45-62, August.
    26. repec:lan:wpaper:601084 is not listed on IDEAS
    27. Mariani Abdul-Majid & David Saal & Giuliana Battisti, 2010. "Efficiency in Islamic and conventional banking: an international comparison," Journal of Productivity Analysis, Springer, vol. 34(1), pages 25-43, August.
    28. Asli Demirguk-Kunt & Thorsten Beck & Ouarda Merrouche, 2013. "Islamic Banking versus Conventional Banking: Business model, Efficiency, and Stability," Post-Print hal-01638080, HAL.
    29. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    30. Khan, Feisal, 2010. "How 'Islamic' is Islamic Banking?," Journal of Economic Behavior & Organization, Elsevier, vol. 76(3), pages 805-820, December.
    31. Asmild, Mette & Kronborg, Dorte & Mahbub, Tasmina & Matthews, Kent, 2019. "The efficiency patterns of Islamic banks during the global financial crisis: The case of Bangladesh," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 67-74.
    32. Idries M. Al-Jarrah & Khalid S. Al-Abdulqader & Shawkat Hammoudeh, 2017. "Cost-efficiency and financial and geographical characteristics of banking sectors in the MENA countries," Applied Economics, Taylor & Francis Journals, vol. 49(35), pages 3523-3537, July.
    33. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    34. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528, Decembrie.
    35. Md. Abul Kalam Azad & Susila Munisamy & Abdul Kadar Muhammad Masum & Paolo Saona & Peter Wanke, 2017. "Bank efficiency in Malaysia: a use of malmquist meta-frontier analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(2), pages 287-311, August.
    36. 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.
    37. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    38. Pejman Abedifar & Shahid M. Ebrahim & Philip Molyneux & Amine Tarazi, 2015. "Islamic Banking And Finance: Recent Empirical Literature And Directions For Future Research," Journal of Economic Surveys, Wiley Blackwell, vol. 29(4), pages 637-670, September.
    39. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    40. Abdul-Majid, Mariani & Falahaty, Manizheh & Jusoh, Mansor, 2017. "Performance of Islamic and conventional banks: A meta-frontier approach," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1327-1335.
    41. Asma Mobarek & Alovaddin Kalonov, 2014. "Comparative performance analysis between conventional and Islamic banks: empirical evidence from OIC countries," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 253-270, January.
    42. Mohammad Bitar & M. Kabir Hassan & Kuntara Pukthuanthong & Thomas Walker, 2018. "The Performance of Islamic Vs. Conventional Banks: Evidence on the Suitability of the Basel Capital Ratios," Open Economies Review, Springer, vol. 29(5), pages 1003-1038, November.
    43. Alqahtani, Faisal & Mayes, David G. & Brown, Kym, 2017. "Islamic bank efficiency compared to conventional banks during the global crisis in the GCC region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 58-74.
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