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The Determinants of Profit Efficiency of Islamic Banks Using Stochastic Frontier Analysis Approach

Author

Listed:
  • Zouhaier Hadhek

    (Higher Institut of Management of Gab s, Tunisia,)

  • Manel Frifita

    (Higher Institut of Management of Gab s, Tunisia,)

  • Mosbah Lafi

    (ISG Gab s, Tunisia)

Abstract

In this article, we estimate the determinants of the profit efficiency of Islamic banks using the Stochastic Frontier Analysis (SFA) stochastic frontier approach. We use 37 Islamic banks in fifteen countries between 2005 and 2014. We compare efficiency between Islamic banks. In addition, we examine internal (bank-specific) and external variables that can explain sources of inefficiency and those that allow us to reduce profit efficiency scores on a specific number of variables (GDP per capita, average annual inflation rate, population density, size, capital adequacy ratio, financial profitability ratio, credit risk, operational costs). Thus, only credit risk is not a determinant of the efficiency-profit of Islamic banks.

Suggested Citation

  • Zouhaier Hadhek & Manel Frifita & Mosbah Lafi, 2018. "The Determinants of Profit Efficiency of Islamic Banks Using Stochastic Frontier Analysis Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 8(6), pages 20-29.
    • Handle: RePEc:eco:journ1:2018-06-4
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    References listed on IDEAS

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    1. Pratomo, Wahyu Ario & Ismail, Abdul Ghafar, 2006. "Islamic Bank Performance And Capital Structure," MPRA Paper 6012, University Library of Munich, Germany.
    2. Maudos, Joaquin & Pastor, Jose M. & Perez, Francisco & Quesada, Javier, 2002. "Cost and profit efficiency in European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(1), pages 33-58, February.
    3. 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.
    4. 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.
    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. 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.
    7. Rime, Bertrand & Stiroh, Kevin J., 2003. "The performance of universal banks: Evidence from Switzerland," Journal of Banking & Finance, Elsevier, vol. 27(11), pages 2121-2150, November.
    8. 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.
    9. Carvallo, Oscar & Kasman, Adnan, 2005. "Cost efficiency in the Latin American and Caribbean banking systems," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(1), pages 55-72, January.
    10. Laura Cavallo & Stefania Rossi, 2002. "Do environmental variables affect the performance and technical efficiency of the European banking systems? A parametric analysis using the stochastic frontier approach," The European Journal of Finance, Taylor & Francis Journals, vol. 8(1), pages 123-146.
    11. Kamaruddin, Badrul Hisham & Safa, Mohammad Samaun & Mohd, Rohani, 2008. "Assessing production efficiency of Islamic banks and conventional bank Islamic windows in Malaysia," MPRA Paper 10670, University Library of Munich, Germany, revised 10 May 2008.
    12. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
    13. 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.
    14. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    15. 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.
    16. 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.
    17. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    18. Bashir, Abdel-Hameed M., 2003. "Determinants Of Profitability In Islamic Banks: Some Evidence From The Middle East," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 11, pages 32-57.
    19. Bashir, Abdel-Hameed M., 1999. "Risk And Profitability Measures In Islamic Banks: The Case Of Two Sudanese Banks," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 6, pages 1-24.
    20. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    21. 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.
    22. Odeck, James & Bråthen, Svein, 2012. "A meta-analysis of DEA and SFA studies of the technical efficiency of seaports: A comparison of fixed and random-effects regression models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1574-1585.
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    More about this item

    Keywords

    Islamic banks; Stochastic Frontier Analysis; Profit efficiency; Determinants of profit efficiency.;
    All these keywords.

    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services

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