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The Determinants of the Efficiency of Ivorian Commercial Banks: A Study Using the Non-Parametric Approach

Author

Listed:
  • PRAO Yao Séraphin
  • DIABATE Salimata

Abstract

The objective of this study is to analyze the determinants of banking efficiency in Côte d'Ivoire. To achieve this objective, we used annual data covering the period from 2004 to 2017, for fifteen Ivorian banks. Methodologically, we first used the non-parametric data envelopment analysis (DEA) method to determine the efficiency scores. The results show that Ivorian banks are technically inefficient. Second, we used a Tobit model to identify the determinants of bank efficiency. The Tobit regression identifies return on equity, regulatory capital, size, and credit as the main determinants of the technical efficiency of Ivorian banks. In addition, bank liquidity and ownership, GDP growth rate, and inflation are sources of inefficiency in Ivorian banks. The study recommends that banks manage their resources rationally to finance the economy efficiently. At the level of the monetary authorities, they should ensure that banks apply regulatory standards.

Suggested Citation

  • PRAO Yao Séraphin & DIABATE Salimata, 2022. "The Determinants of the Efficiency of Ivorian Commercial Banks: A Study Using the Non-Parametric Approach," International Business Research, Canadian Center of Science and Education, vol. 15(11), pages 1-30, November.
    • Handle: RePEc:ibn:ibrjnl:v:15:y:2022:i:11:p:30
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    References listed on IDEAS

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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Ion Lapteacru & Emmanuelle Nys, 2011. "L'impact de la concurrence sur l'efficience des banques. Le cas des peco," Revue économique, Presses de Sciences-Po, vol. 62(2), pages 313-329.
    3. Joe S. Bain, 1951. "Relation of Profit Rate to Industry Concentration: American Manufacturing, 1936–1940," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 65(3), pages 293-324.
    4. Bolt, Wilko & de Haan, Leo & Hoeberichts, Marco & van Oordt, Maarten R.C. & Swank, Job, 2012. "Bank profitability during recessions," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2552-2564.
    5. Carmen M. Reinhart & Ioannis Tokatlidis, 2003. "Financial Liberalisation: The African Experience," Journal of African Economies, Centre for the Study of African Economies, vol. 12(Supplemen), pages 53-88, September.
    6. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    7. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    8. Pasiouras, Fotios, 2008. "Estimating the technical and scale efficiency of Greek commercial banks: The impact of credit risk, off-balance sheet activities, and international operations," Research in International Business and Finance, Elsevier, vol. 22(3), pages 301-318, September.
    9. Doris Neu Berger, 1998. "Industrial Organization of Banking: A Review," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 5(1), pages 97-118.
    10. Ray, Subhash C., 1988. "Data envelopment analysis, nondiscretionary inputs and efficiency: an alternative interpretation," Socio-Economic Planning Sciences, Elsevier, vol. 22(4), pages 167-176.
    11. Laurent Weill, 2006. "Propriété étrangère et efficience technique des banques dans les pays en transition. Une analyse par la méthode dea," Revue économique, Presses de Sciences-Po, vol. 57(5), pages 1093-1108.
    12. Allen N. Berger & Robert DeYoung & Hesna Genay & Gregory F. Udell, 1999. "Globalization of financial institutions: evidence from cross-border banking performance," Working Paper Series WP-99-25, Federal Reserve Bank of Chicago.
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    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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