IDEAS home Printed from https://ideas.repec.org/a/spr/jqecon/v15y2017i1d10.1007_s40953-016-0043-6.html
   My bibliography  Save this article

Benchmarking Banking Efficiency Using a Meta-Profit Function

Author

Listed:
  • Ihsen Abid

    (University of Carthage
    Carthage University)

  • Mohamed Goaied

    (University of Carthage)

Abstract

This paper applies the meta-frontier approach to investigate the profit efficiency level of the banking sector in the MENA region. This approach enables the assessment of the banking efficiency while considering technological gap between the investigated countries and the whole banking industry. We integrate the country-specific conditions in the designed model (macro-financial, macro-economic, regulatory and banking characteristics). Empirical results were obtained through a dataset of seven countries, namely Tunisia, Morocco, Algeria, Egypt, Jordan, Lebanon and Turkey, over the period from 1991 to 2011. The analysis supports the view that profit efficiency varies from one country to another, and the technological gap plays an important role in explaining the ability of the banking sector in one country to compete with others. The results of the efficiency scores corrected by technological and environmental heterogeneities led us to conclude that Jordanian banks were the most efficient while the Lebanese banks enjoyed a very advantageous banking technology. This work eventually emphasizes relevant recommendations to improve the performance of the banking sector.

Suggested Citation

  • Ihsen Abid & Mohamed Goaied, 2017. "Benchmarking Banking Efficiency Using a Meta-Profit Function," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 15(1), pages 45-74, March.
  • Handle: RePEc:spr:jqecon:v:15:y:2017:i:1:d:10.1007_s40953-016-0043-6
    DOI: 10.1007/s40953-016-0043-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40953-016-0043-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40953-016-0043-6?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. David A Grigorian & Vlad Manole, 2006. "Determinants of Commercial Bank Performance in Transition: An Application of Data Envelopment Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 497-522, September.
    2. Bos, J.W.B. & Kool, C.J.M., 2006. "Bank efficiency: The role of bank strategy and local market conditions," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1953-1974, July.
    3. Olson, Dennis & Zoubi, Taisier A., 2011. "Efficiency and bank profitability in MENA countries," Emerging Markets Review, Elsevier, vol. 12(2), pages 94-110, June.
    4. Kwan, Simon H., 2006. "The X-efficiency of commercial banks in Hong Kong," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1127-1147, April.
    5. Berger, Allen N. & Hancock, Diana & Humphrey, David B., 1993. "Bank efficiency derived from the profit function," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 317-347, April.
    6. 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.
    7. Altunbas, Y. & Gardener, E. P. M. & Molyneux, P. & Moore, B., 2001. "Efficiency in European banking," European Economic Review, Elsevier, vol. 45(10), pages 1931-1955, December.
    8. David Humphrey, 1993. "Cost and technical change: Effects from bank deregulation," Journal of Productivity Analysis, Springer, vol. 4(1), pages 9-34, June.
    9. H. Semih Yildirim & George Philippatos, 2007. "Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993-2000," The European Journal of Finance, Taylor & Francis Journals, vol. 13(2), pages 123-143.
    10. Hunter, William C & Timme, Stephen G, 1995. "Core Deposits and Physical Capital: A Reexamination of Bank Scale Economies and Efficiency with Quasi-Fixed Inputs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 165-185, February.
    11. 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.
    12. 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.
    13. Lang, Gunter & Welzel, Peter, 1996. "Efficiency and technical progress in banking Empirical results for a panel of German cooperative banks," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1003-1023, July.
    14. Hughes, Joseph P. & Lang, William W. & Mester, Loretta J. & Moon, Choon-Geol, 1999. "The dollars and sense of bank consolidation," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 291-324, February.
    15. Tim Coelli & Sergio Perelman & Elliot Romano, 1999. "Accounting for Environmental Influences in Stochastic Frontier Models: With Application to International Airlines," Journal of Productivity Analysis, Springer, vol. 11(3), pages 251-273, June.
    16. Mohamed Chaffai & Michel Dietsch & Ana Lozano-Vivas, 2001. "Technological and Environmental Differences in the European Banking Industries," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 147-162, April.
    17. Ruthenberg, David & Elias, Ricky, 1996. "Cost economies and interest rate margins in a unified European banking market," Journal of Economics and Business, Elsevier, vol. 48(3), pages 231-249, August.
    18. Bos, J.W.B. & Schmiedel, H., 2007. "Is there a single frontier in a single European banking market?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2081-2102, July.
    19. Ouellette, Pierre & Vierstraete, Valerie, 2004. "Technological change and efficiency in the presence of quasi-fixed inputs: A DEA application to the hospital sector," European Journal of Operational Research, Elsevier, vol. 154(3), pages 755-763, May.
    20. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2010. "Financial Institutions and Markets across Countries and over Time: The Updated Financial Development and Structure Database," The World Bank Economic Review, World Bank, vol. 24(1), pages 77-92, January.
    21. Sami Ben Naceur & Barbara Casu & Hichem Ben-Khedhiri, 2011. "What Drives the Performance of Selected MENA Banks? A Meta-Frontier Analysis," IMF Working Papers 2011/034, International Monetary Fund.
    22. Jaap W. B. Bos & James W. Kolari, 2005. "Large Bank Efficiency in Europe and the United States: Are There Economic Motivations for Geographic Expansion in Financial Services?," The Journal of Business, University of Chicago Press, vol. 78(4), pages 1555-1592, July.
    23. Ihsan Isik & M. Kabir Hassan, 2002. "Cost and Profit Efficiency of the Turkish Banking Industry: An Empirical Investigation," The Financial Review, Eastern Finance Association, vol. 37(2), pages 257-279, May.
    24. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    25. Dey, Malay K., 2005. "Turnover and return in global stock markets," Emerging Markets Review, Elsevier, vol. 6(1), pages 45-67, April.
    26. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
    27. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    28. Adnan Kasman & Canan Yildirim, 2006. "Cost and profit efficiencies in transition banking: the case of new EU members," Applied Economics, Taylor & Francis Journals, vol. 38(9), pages 1079-1090.
    29. Dietsch, Michel & Lozano-Vivas, Ana, 2000. "How the environment determines banking efficiency: A comparison between French and Spanish industries," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 985-1004, June.
    30. Ana Lozano-Vivas & Jesús Pastor & José Pastor, 2002. "An Efficiency Comparison of European Banking Systems Operating under Different Environmental Conditions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 59-77, July.
    31. 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.
    32. Pastor, JoseManuel & Perez, Francisco & Quesada, Javier, 1997. "Efficiency analysis in banking firms: An international comparison," European Journal of Operational Research, Elsevier, vol. 98(2), pages 395-407, April.
    33. 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.
    34. Flannery, Mark J, 1982. "Retail Bank Deposits as Quasi-Fixed Factors of Production," American Economic Review, American Economic Association, vol. 72(3), pages 527-536, June.
    35. Chen, Xiaogang & Skully, Michael & Brown, Kym, 2005. "Banking efficiency in China: Application of DEA to pre- and post-deregulation eras: 1993-2000," China Economic Review, Elsevier, vol. 16(3), pages 229-245.
    36. 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.
    37. Tser-Yieth Chen, 2004. "A study of cost efficiency and privatisation in Taiwan's banks: the impact of the Asian financial crisis," The Service Industries Journal, Taylor & Francis Journals, vol. 24(5), pages 137-151, September.
    38. Fries, Steven & Taci, Anita, 2005. "Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 55-81, January.
    39. Munawar Iqbal & Philip Molyneux, 2005. "Thirty Years of Islamic Banking," Palgrave Macmillan Studies in Banking and Financial Institutions, Palgrave Macmillan, number 978-0-230-50322-9, September.
    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. Chaffai, Mohamed & Coccorese, Paolo, 2019. "How far away is the MENA banking system? Efficiency comparisons with international banks," The North American Journal of Economics and Finance, Elsevier, vol. 49(C), pages 378-395.
    2. Ioannis Skevas, 2019. "A Hierarchical Stochastic Frontier Model for Efficiency Measurement Under Technology Heterogeneity," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 513-524, September.

    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. Bos, J.W.B. & Schmiedel, H., 2007. "Is there a single frontier in a single European banking market?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2081-2102, July.
    2. Lee, Chi-Chuan & Huang, Tai-Hsin, 2017. "Cost efficiency and technological gap in Western European banks: A stochastic metafrontier analysis," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 161-178.
    3. 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.
    4. 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.
    5. Белоусова В. Ю., 2009. "Эффективность Издержек Однородных Российских Коммерческих Банков: Обзор Проблемы И Новые Результаты," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 13(4), pages 489-519.
    6. Lee, Chi-Chuan & Huang, Tai-Hsin, 2016. "Productivity changes in pre-crisis Western European banks: Does scale effect really matter?," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 29-48.
    7. Samy Ben Naceur & Hichem Ben-Khedhiri & Barbara Casu, 2009. "What Drives the Efficiency of Selected MENA Banks? A Meta-Frontier Analysis," Working Papers 499, Economic Research Forum, revised Aug 2009.
    8. Chi‐Chuan Lee & Tai‐Hsin Huang, 2019. "What Causes The Efficiency And The Technology Gap Under Different Ownership Structures In The Chinese Banking Industry?," Contemporary Economic Policy, Western Economic Association International, vol. 37(2), pages 332-348, April.
    9. Bos, J.W.B. & Kool, C.J.M., 2006. "Bank efficiency: The role of bank strategy and local market conditions," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1953-1974, July.
    10. Asma Mghaieth & Imen Khanchel El Mehdi, 2014. "The determinants of cost/profit efficiency of Islamic banks before, during and after the crisis of 2007," Working Papers 2014-107, Department of Research, Ipag Business School.
    11. Fotios Pasiouras, 2008. "International evidence on the impact of regulations and supervision on banks’ technical efficiency: an application of two-stage data envelopment analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 187-223, February.
    12. 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.
    13. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    14. 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.
    15. Jaffry, Shabbar & Ghulam, Yaseen & Cox, Joe, 2008. "Labour use efficiency in the Indian and Pakistani commercial banks," Journal of Asian Economics, Elsevier, vol. 19(3), pages 259-293, June.
    16. 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.
    17. Chen, Xiang & Lu, Ching-Cheng, 2021. "The impact of the macroeconomic factors in the bank efficiency: Evidence from the Chinese city banks," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    18. Mamatzakis, E & Koutsomanoli, A, 2009. "Risk in the EU banking industry and efficiency under quantile analysis," MPRA Paper 22492, University Library of Munich, Germany.
    19. Al-Gasaymeh, Anwar, 2016. "Bank efficiency determinant: Evidence from the gulf cooperation council countries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 214-223.
    20. 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.

    More about this item

    Keywords

    Profit efficiency; Meta-frontier; Technological and environmental gap ratios; MENA countries;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:spr:jqecon:v:15:y:2017:i:1:d:10.1007_s40953-016-0043-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.