IDEAS home Printed from https://ideas.repec.org/a/eee/glofin/v51y2022ics104402832030017x.html
   My bibliography  Save this article

Technical efficiency of Islamic and conventional banks with undesirable output: Evidence from a stochastic meta-frontier directional distance function

Author

Listed:
  • Safiullah, Md
  • Shamsuddin, Abul

Abstract

We examine technical efficiency of Islamic and conventional banks. We contribute to the literature by applying a stochastic meta-frontier directional distance function model with undesirable output, which helps to overcome misestimating technical efficiency. For a sample of banks from 28 countries, we find that a typical Islamic bank is less technically efficient compared to its conventional counterpart. This is due to Islamic banks using less advanced technology compared to conventional banks rather than group-specific technical inefficiency. The findings are robust across six geographical regions of the world.

Suggested Citation

  • Safiullah, Md & Shamsuddin, Abul, 2022. "Technical efficiency of Islamic and conventional banks with undesirable output: Evidence from a stochastic meta-frontier directional distance function," Global Finance Journal, Elsevier, vol. 51(C).
    • Handle: RePEc:eee:glofin:v:51:y:2022:i:c:s104402832030017x
    DOI: 10.1016/j.gfj.2020.100547
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S104402832030017X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.gfj.2020.100547?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Safiullah, Md & Shamsuddin, Abul, 2018. "Risk in Islamic banking and corporate governance," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 129-149.
    2. 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.
    3. Hassan, M. Kabir, 2006. "The X-Efficiency In Islamic Banks," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 13, pages 50-78.
    4. Mr. Luca Errico & Ms. Mitra Farahbaksh, 1998. "Islamic Banking: Issues in Prudential Regulations and Supervision," IMF Working Papers 1998/030, International Monetary Fund.
    5. 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.
    6. Saeed, Momna & Izzeldin, Marwan & Hassan, M. Kabir & Pappas, Vasileios, 2020. "The inter-temporal relationship between risk, capital and efficiency: The case of Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    7. 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.
    8. Cliff Huang & Tai-Hsin Huang & Nan-Hung Liu, 2014. "A new approach to estimating the metafrontier production function based on a stochastic frontier framework," Journal of Productivity Analysis, Springer, vol. 42(3), pages 241-254, December.
    9. 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.
    10. Berger, Allen N. & Kick, Thomas & Schaeck, Klaus, 2014. "Executive board composition and bank risk taking," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 48-65.
    11. 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.
    12. Asli Demirguk-Kunt & Thorsten Beck & Ouarda Merrouche, 2013. "Islamic Banking versus Conventional Banking: Business model, Efficiency, and Stability," Post-Print hal-01638080, HAL.
    13. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    14. Kabir, Md. Nurul & Worthington, Andrew & Gupta, Rakesh, 2015. "Comparative credit risk in Islamic and conventional bank," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 327-353.
    15. Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011. "Efficiency and risk in European banking," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
    16. 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.
    17. 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.
    18. 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.
    19. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    20. Beck, Thorsten & Demirgüç-Kunt, Asli & Merrouche, Ouarda, 2013. "Islamic vs. conventional banking: Business model, efficiency and stability," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 433-447.
    21. 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.
    22. Mariani Abdul-Majid & M. Kabir Hassan, 2011. "The Impact of Foreign-Owned Islamic Banks and Islamic Bank Subsidiaries on the Efficiency and Productivity Change of Malaysian Banks تأثير البنوك الإسلامية المملوكة لأجانب والبنوك الإسلامية الفرعية عل," Journal of King Abdulaziz University: Islamic Economics, King Abdulaziz University, Islamic Economics Institute., vol. 24(2), pages 147-174, July.
    23. Feng, Guohua & Serletis, Apostolos, 2014. "Undesirable outputs and a primal Divisia productivity index based on the directional output distance function," Journal of Econometrics, Elsevier, vol. 183(1), pages 135-146.
    24. Bitar, Mohammad & Kabir Hassan, M. & Hippler, William J., 2018. "The determinants of Islamic bank capital decisions," Emerging Markets Review, Elsevier, vol. 35(C), pages 48-68.
    25. Park, Kang H. & Weber, William L., 2006. "A note on efficiency and productivity growth in the Korean Banking Industry, 1992-2002," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2371-2386, August.
    26. Wanke, Peter & Azad, Md. Abul Kalam & Barros, Carlos Pestana, 2016. "Financial distress and the Malaysian dual baking system: A dynamic slacks approach," Journal of Banking & Finance, Elsevier, vol. 66(C), pages 1-18.
    27. Mr. Jemma Dridi & Maher Hasan, 2010. "The Effects of the Global Crisison Islamic and Conventional Banks: A Comparative Study," IMF Working Papers 2010/201, International Monetary Fund.
    28. María Soledad Martínez-Peria & Sergio Schmukler, 2002. "Do Depositors Punish Banks for Bad Behavior? Market Discipline, Deposit Insurance, and Banking Crises," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 5, pages 143-174, Central Bank of Chile.
    29. R. G. Chambers & Y. Chung & R. Färe, 1998. "Profit, Directional Distance Functions, and Nerlovian Efficiency," Journal of Optimization Theory and Applications, Springer, vol. 98(2), pages 351-364, August.
    30. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
    31. Rosman, Romzie & Wahab, Norazlina Abd & Zainol, Zairy, 2014. "Efficiency of Islamic banks during the financial crisis: An analysis of Middle Eastern and Asian countries," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 76-90.
    32. Fare, Rolf & Grosskopf, Shawna & Noh, Dong-Woon & Weber, William, 2005. "Characteristics of a polluting technology: theory and practice," Journal of Econometrics, Elsevier, vol. 126(2), pages 469-492, June.
    33. Emir Malikov & Subal C. Kumbhakar & Mike G. Tsionas, 2016. "A Cost System Approach to the Stochastic Directional Technology Distance Function with Undesirable Outputs: The Case of us Banks in 2001–2010," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1407-1429, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li-Huan Liao & Lei Chen & Junchao Wang, 2024. "A New Resource Allocation Multiple Criteria Decision-Making Method in a Two-Stage Inverse Data Envelopment Analysis Framework for the Sustainable Development of Chinese Commercial Banks," Sustainability, MDPI, vol. 16(4), pages 1-13, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Safiullah, Md, 2020. "Bank governance and crisis-period efficiency: A multinational study on Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    2. Safiullah, Md, 2021. "Financial stability efficiency of Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    3. Salma Louati & Younes Boujelbene, 2021. "Basel Regulations and Banks’ Risk-efficiency Nexus: Evidence from Dynamic Simultaneous-equation Models," Journal of African Business, Taylor & Francis Journals, vol. 22(4), pages 578-602, October.
    4. Gassouma, Mohamed Sadok & Ben Hamed, Adel & El Montasser, Ghassen, 2021. "Investigating similarities between Islamic and conventional banks in GCC countries: a dynamic time warping approach," MPRA Paper 113522, University Library of Munich, Germany.
    5. Hassan, M. Kabir & Aliyu, Sirajo, 2018. "A contemporary survey of islamic banking literature," Journal of Financial Stability, Elsevier, vol. 34(C), pages 12-43.
    6. Özlem O. Akdeniz & Hussein A. Abdou & Ali I. Hayek & Jacinta C. Nwachukwu & Ahmed A. Elamer & Chris Pyke, 2024. "Technical efficiency in banks: a review of methods, recent innovations and future research agenda," Review of Managerial Science, Springer, vol. 18(11), pages 3395-3456, November.
    7. 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.
    8. 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.
    9. 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.
    10. Louhichi, Awatef & Boujelbene, Younes, 2016. "Credit risk, managerial behaviour and macroeconomic equilibrium within dual banking systems: Interest-free vs. interest-based banking industries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 104-121.
    11. Chaffai, Mohamed, 2020. "Hyperbolic distance function, technical efficiency and stability to shocks: A comparison between Islamic banks and conventional banks in MENA region," Global Finance Journal, Elsevier, vol. 46(C).
    12. Izzeldin, Marwan & Johnes, Jill & Ongena, Steven & Pappas, Vasileios & Tsionas, Mike, 2021. "Efficiency convergence in Islamic and conventional banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 70(C).
    13. Mushtaq Hussain Khan & Mohammad Bitar & Amine Tarazi & Arshad Hassan & Ahmad Fraz, 2021. "Corruption and bank risk-taking: The deterring role of Shari'ah supervision," Working Papers hal-03366460, HAL.
    14. 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.
    15. Huang, Tai-Hsin & Chiang, Dien-Lin & Tsai, Chao-Min, 2015. "Applying the New Metafrontier Directional Distance Function to Compare Banking Efficiencies in Central and Eastern European Countries," Economic Modelling, Elsevier, vol. 44(C), pages 188-199.
    16. Othman, Norfaizah & Abdul-Majid, Mariani & Abdul-Rahman, Aisyah, 2017. "Partnership financing and bank efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 1-13.
    17. Louhichi, Awatef & Boujelbene, Younes, 2020. "Credit risk pricing and the rationality of lending decision-making within dual banking systems: A parametric approach," Economic Systems, Elsevier, vol. 44(1).
    18. 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.
    19. Gulati, Rachita, 2022. "Global and local banking crises and risk-adjusted efficiency of Indian banks: Are the impacts really perspective-dependent?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 23-39.
    20. Saida Daly & Mohamed Frikha, 2016. "Banks and economic growth in developing countries: What about Islamic banks?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1168728-116, December.

    More about this item

    Keywords

    Technical inefficiency; Islamic banking; Undesirable output; Stochastic meta-frontier; Directional distance function;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • 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
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:glofin:v:51:y:2022:i:c:s104402832030017x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620162 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.