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Technical and economic efficiency measurement of African commercial banks using data envelopment analysis (DEA)
[Mesure de l'efficacité technique et économique des banques commerciales africaines à l'aide de l'analyse de l'enveloppement des données (DEA)]

Author

Listed:
  • Evans Darko

    (CREM - Centre de recherche en économie et management - UNICAEN - Université de Caen Normandie - NU - Normandie Université - UR - Université de Rennes - CNRS - Centre National de la Recherche Scientifique, IGR-IAE Rennes - Institut de Gestion de Rennes - Institut d'Administration des Entreprises - Rennes - UR - Université de Rennes)

  • Nadia Saghi-Zedek

    (IGR-IAE Rennes - Institut de Gestion de Rennes - Institut d'Administration des Entreprises - Rennes - UR - Université de Rennes)

  • Gervais Thenet

    (IGR-IAE Rennes - Institut de Gestion de Rennes - Institut d'Administration des Entreprises - Rennes - UR - Université de Rennes)

Abstract

The paper aims to analyze the Technical Efficiency of 70 Commercial banks from 19 African countries from 2009-2020. Using the Data Envelopment Analysis (DEA) method of the two main approaches, Variable Return to Scale (VRS) and Constant Return to Scale (CRS) technique on a Panel Data. We find that African banks have a higher efficacy assessment with the VRS than the CRS technique, thus, with a Pure Technical Efficiency (PTE) score than Technical Efficiency (TE) . Our findings show that the majority of the banks are operating at very low levels of efficiency (not technically efficient), and inability to optimize the conversion of bank assets and liabilities into loan production for customers. Furthermore, the banks are operating inefficiently in scale, economic, and allocative manner due to mismatches in scale of production. Considering these findings, the implications of these inefficiencies extend to the overall economic development and financial stability of the region.

Suggested Citation

  • Evans Darko & Nadia Saghi-Zedek & Gervais Thenet, 2025. "Technical and economic efficiency measurement of African commercial banks using data envelopment analysis (DEA) [Mesure de l'efficacité technique et économique des banques commerciales africaines à," Post-Print hal-04613082, HAL.
  • Handle: RePEc:hal:journl:hal-04613082
    DOI: 10.5267/j.msl.2024.5.007
    Note: View the original document on HAL open archive server: https://hal.science/hal-04613082
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    References listed on IDEAS

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    1. Freixas, Xavier & Gabillon, Emmanuelle, 1999. "Optimal Regulation of a Fully Insured Deposit Banking System," Journal of Regulatory Economics, Springer, vol. 16(2), pages 111-134, September.
    2. Afriat, Sidney N, 1972. "Efficiency Estimation of Production Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 13(3), pages 568-598, October.
    3. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    4. Schaffnit, Claire & Rosen, Dan & Paradi, Joseph C., 1997. "Best practice analysis of bank branches: An application of DEA in a large Canadian bank," European Journal of Operational Research, Elsevier, vol. 98(2), pages 269-289, April.
    5. Sandrine Kablan, 2009. "Mesure de la Performance des Banques dans les Pays en Développement : Le Cas de l'UEMOA (Union Economique et Monétaire Ouest Africaine)," African Development Review, African Development Bank, vol. 21(2), pages 367-399.
    6. KAMGNA, Severin Yves & DIMOU, Leonnel, 2008. "Efficacité technique des banques de la CEMAC [Technical efficiency of the banks of the CEMAC]," MPRA Paper 9603, University Library of Munich, Germany.
    7. 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.
    8. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    9. Wheelock, David C & Wilson, Paul W, 1999. "Technical Progress, Inefficiency, and Productivity Change in U.S. Banking, 1984-1993," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(2), pages 212-234, May.
    10. Sherman, H. David & Gold, Franklin, 1985. "Bank branch operating efficiency : Evaluation with Data Envelopment Analysis," Journal of Banking & Finance, Elsevier, vol. 9(2), pages 297-315, June.
    11. H. David Sherman & George Ladino, 1995. "Managing Bank Productivity Using Data Envelopment Analysis (DEA)," Interfaces, INFORMS, vol. 25(2), pages 60-73, April.
    12. 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.
    13. Berg, Sigbjorn Atle & Forsund, Finn R. & Hjalmarsson, Lennart & Suominen, Matti, 1993. "Banking efficiency in the Nordic countries," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 371-388, April.
    14. Li, Yang, 2020. "Analyzing efficiencies of city commercial banks in China: An application of the bootstrapped DEA approach," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
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    Keywords

    African banking; Data Envelopment Analysis; Technical Efficiency;
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