IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/33560.html
   My bibliography  Save this paper

A DEA Analysis of Bank Performance in Nigeria

Author

Listed:
  • Muhammad, Tanko

Abstract

The recent effort by the Nigerian Central Bank to merge banks, sorely with the aim of increasing shareholders confidence and improved performance, triggered this study. Therefore, the paper measures and decomposes efficiency using the non-parametric approach popularly known as Data Envelopment Analysis (DEA) and productivity growth using Malmquist Productivity index (MPI), in a sample of Nigerian commercial banks over the period of 5 years. Net fixed assets and total deposits were used as the input variables while total loans and advances, other earning assets and net operating income were used as the output variables. Under the Constant Return to Scale assumption, the average efficiency of all the banks over the 5-year period showed a constant improvement. Although the efficiency improvement in the 3rd year seems low, on the average over the years considered the results of all the banks consistently showed improvements. When we considered the variable return to scale we found the efficiency score to still maintain the score significance, although slightly lower in some instances. It is the recommendation of the paper that banks need to do more in terms of maintaining their level of efficiency, especially, when you consider the fact that they have merged with other banks that have somewhat different level of performance and productivity efficiency.

Suggested Citation

  • Muhammad, Tanko, 2008. "A DEA Analysis of Bank Performance in Nigeria," MPRA Paper 33560, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:33560
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/33560/1/MPRA_paper_33560.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Haynes, Michelle & Thompson, Steve, 1999. "The productivity effects of bank mergers: Evidence from the UK building societies," Journal of Banking & Finance, Elsevier, vol. 23(5), pages 825-846, May.
    2. Canhoto, Ana & Dermine, Jean, 2003. "A note on banking efficiency in Portugal, New vs. Old banks," Journal of Banking & Finance, Elsevier, vol. 27(11), pages 2087-2098, November.
    3. Ferrier, Gary D. & Lovell, C. A. Knox, 1990. "Measuring cost efficiency in banking : Econometric and linear programming evidence," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 229-245.
    4. Berg, Sigbjorn Atle & Forsund, Finn R & Jansen, Eilev S, 1992. " Malmquist Indices of Productivity Growth during the Deregulation of Norwegian Banking, 1980-89," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages 211-228, Supplemen.
    5. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
    6. 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.
    7. Casu, Barbara & Girardone, Claudia & Molyneux, Philip, 2004. "Productivity change in European banking: A comparison of parametric and non-parametric approaches," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2521-2540, October.
    8. Canan Yildirim, 2002. "Evolution of banking efficiency within an unstable macroeconomic environment: the case of Turkish commercial banks," Applied Economics, Taylor & Francis Journals, vol. 34(18), pages 2289-2301.
    9. Mukherjee, Kankana & Ray, Subhash C. & Miller, Stephen M., 2001. "Productivity growth in large US commercial banks: The initial post-deregulation experience," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 913-939, May.
    10. Smith, P, 1990. "Data envelopment analysis applied to financial statements," Omega, Elsevier, vol. 18(2), pages 131-138.
    11. Altunbas, Yener & Evans, Lynne & Molyneux, Philip, 2001. "Bank Ownership and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 926-954, November.
    12. Gilbert, R. Alton & Wilson, Paul W., 1998. "Effects of Deregulation on the Productivity of Korean Banks," Journal of Economics and Business, Elsevier, vol. 50(2), pages 133-155, March.
    13. 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.
    14. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    15. J. Maudos & J. M. Pastor, 2003. "Cost and profit efficiency in the Spanish banking sector (1985-1996): a non-parametric approach," Applied Financial Economics, Taylor & Francis Journals, vol. 13(1), pages 1-12.
    16. Favero, Carlo A., 2001. "Applied Macroeconometrics," OUP Catalogue, Oxford University Press, number 9780198296850.
    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. Kryklii, Olena & Pavlenko, Ludmila & Podvihin, Sergei, 2013. "Cost-effectiveness analysis of Ukrainian banks using the DEA method," MPRA Paper 60481, University Library of Munich, Germany.
    2. Usman Owolabi Akeem & Fadipe Moses, 2014. "An Empirical Analysis of Allocative Efficiency of Nigerian CommercialBanks: A DEA Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 4(3), pages 465-475.

    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. Matthews, Kent & Ismail, Mahadzir, 2006. "Efficiency and Productivity Growth of Domestic and Foreign Commercial Banks in Malaysia," Cardiff Economics Working Papers E2006/2, Cardiff University, Cardiff Business School, Economics Section.
    2. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    3. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    4. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    5. Ihsan Isik & Emin Akcaoglu, 2006. "An Empirical Analysis of Productivity Developments in "Traditional Banks" : The Initial Post-Liberalization Experience," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 6(1), pages 1-36.
    6. Anthony N. Rezitis, 2006. "Productivity growth in the Greek banking industry: A non-parametric approach," Journal of Applied Economics, Universidad del CEMA, vol. 9, pages 119-138, May.
    7. Sunil Kumar, 2013. "Banking reforms and the evolution of cost efficiency in Indian public sector banks," Economic Change and Restructuring, Springer, vol. 46(2), pages 143-182, May.
    8. Daley, Jenifer & Matthews, Kent, 2009. "Measuring post-crisis productivity for Jamaican banks," Cardiff Economics Working Papers E2009/29, Cardiff University, Cardiff Business School, Economics Section.
    9. Arjomandi, Amir & Valadkhani, Abbas & O’Brien, Martin, 2014. "Analysing banks’ intermediation and operational performance using the Hicks–Moorsteen TFP index: The case of Iran," Research in International Business and Finance, Elsevier, vol. 30(C), pages 111-125.
    10. Casu, Barbara & Ferrari, Alessandra & Girardone, Claudia & Wilson, John O.S., 2016. "Integration, productivity and technological spillovers: Evidence for eurozone banking industries," European Journal of Operational Research, Elsevier, vol. 255(3), pages 971-983.
    11. Riyanka Baral & Debasis Patnaik, 2023. "Bank efficiency and governance: Evidence from Indian banking," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(3), pages 957-985, September.
    12. Kent Matthews & Nina Zhang, 2009. "Bank Productivity in China 1997-2007: An Exercise in Measurement," Working Papers 252009, Hong Kong Institute for Monetary Research.
    13. Sufian, Fadzlan, 2006. "The Efficiency Of Islamic Banking Industry: A Non-Parametric Analysis With Non-Discretionary Input Variable," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 14, pages 54-87.
    14. Dipasha Sharma & Anil K. Sharma, 2015. "Influence of Turbulent Macroeconomic Environment on Productivity Change of Banking Sector: Empirical Evidence from India," Global Business Review, International Management Institute, vol. 16(3), pages 439-462, June.
    15. Ammar Jreisat & Hassan Hassan & Sriram Shankar, 2018. "Determinants of the Productivity Change for the Banking Sector in Egypt," Global Business Review, International Management Institute, vol. 19(2), pages 280-296, April.
    16. Lee, Jeong Yeon & Kim, Doyeon, 2013. "Bank performance and its determinants in Korea," Japan and the World Economy, Elsevier, vol. 27(C), pages 83-94.
    17. Fakarudin Kamarudin & Bany Ariffin Amin Nordin & Junaina Muhammad & Mohamad Ali Abdul Hamid, 2014. "Cost, Revenue and Profit Efficiency of Islamic and Conventional Banking Sector: Empirical Evidence from Gulf Cooperative Council Countries," Global Business Review, International Management Institute, vol. 15(1), pages 1-24, March.
    18. Boon L. Lee & Andrew C. Worthington & Wai Ho Leong, 2010. "Malmquist Indices Of Pre- And Post-Deregulation Productivity, Efficiency And Technological Change In The Singaporean Banking Sector," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 55(04), pages 599-618.
    19. Brissimis, Sophocles N. & Delis, Manthos D. & Papanikolaou, Nikolaos I., 2008. "Exploring the nexus between banking sector reform and performance: Evidence from newly acceded EU countries," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2674-2683, December.
    20. 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.

    More about this item

    Keywords

    DEA; BANK PERFORMANCE; NIGERIA;
    All these keywords.

    JEL classification:

    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G3 - Financial Economics - - Corporate Finance and 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:pra:mprapa:33560. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.