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An Analysis of Efficiency and Productivity Change in Microfinance Institutions in the European Union: A DEA-MPI Approach

Author

Listed:
  • Jean Paul Bonnici
  • Simon Grima
  • Sharon Seychell

Abstract

Purpose: Over the last few decades, microfinance institutions (MFIs) have been essential towards filling certain gaps in the financial sector, specifically in providing credit to low-income individuals who cannot gain credit access from conventional financial institutions. Ultimately, this reduces poverty and enhances the sustainability of society. However, in order to be able to fulfil this function, MFIs should themselves be financially sustainable, as evidenced from their recent shift in their main social objective towards commercialization and more market-based financial services. The main purpose of this study is to examine the sustainability of MFIs under the dual objective approach; that is, (i) whether they had enough outreach to serve their customers, and (ii) whether they are financially strong enough to cover their operating costs. Design/Methodology/Approach: We applied a non-parametric approach and the Data Envelopment Analysis Program (DEAP), with the aid of the Malmquist Productivity Index (MPI) and were able to examine a number of productivity and efficiency changes of MFIs that occurred during the sampling period between 2013 and 2017. This exercise involved decomposing several significant components, which include technical efficiency, technological efficiency, pure efficiency and scale efficiency. Findings: To be able to perform these dual objectives successfully in the long run, MFIs need to improve cost-effectiveness and productivity. This is where the need for efficiency and productivity analyses arises. Practical Implications/Originality/Value: This study is intended to fill a gap in literature arising from a lack of studies that analyze efficiency and productivity changes occurring within MFIs in the European Union region. Such an analysis should ultimately help MFIs to be sustainable in the long term.

Suggested Citation

  • Jean Paul Bonnici & Simon Grima & Sharon Seychell, 2019. "An Analysis of Efficiency and Productivity Change in Microfinance Institutions in the European Union: A DEA-MPI Approach," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 9(1-2), pages 94-123.
    • Handle: RePEc:ers:ijfirm:v:9:y:2019:i:1-2:p:94-123
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    References listed on IDEAS

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    1. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    2. Grifell-Tatje, E. & Lovell, C. A. K., 1997. "The sources of productivity change in Spanish banking," European Journal of Operational Research, Elsevier, vol. 98(2), pages 364-380, April.
    3. 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.
    4. Marguerite S. Robinson, 2001. "The Microfinance Revolution," World Bank Publications - Books, The World Bank Group, number 28956.
    5. Mamiza Haq & Michael Skully & Shams Pathan, 2010. "Efficiency of Microfinance Institutions: A Data Envelopment Analysis," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 17(1), pages 63-97, March.
    6. M S Sriram, 2010. "Commercialisation of Microfinance in India: A Discussion on the Emperor’s Apparel," Working Papers id:2539, eSocialSciences.
    7. Aparicio, Juan & Cordero, Jose M. & Pastor, Jesus T., 2017. "The determination of the least distance to the strongly efficient frontier in Data Envelopment Analysis oriented models: Modelling and computational aspects," Omega, Elsevier, vol. 71(C), pages 1-10.
    8. Canale, Rosaria Rita, 2010. "Microcredit in advanced economies as a "third way”: a theoretical reflection," MPRA Paper 21109, University Library of Munich, Germany.
    9. Fadzlan Sufian & Razali Haron, 2008. "The sources and determinants of productivity growth in the Malaysian Islamic banking sector: a nonstochastic frontier approach," International Journal of Accounting and Finance, Inderscience Enterprises Ltd, vol. 1(2), pages 193-215.
    10. 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.
    11. Soltane Bassem, Ben, 2014. "Total factor productivity change of MENA microfinance institutions: A Malmquist productivity index approach," Economic Modelling, Elsevier, vol. 39(C), pages 182-189.
    12. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, January.
    13. Isik, Ihsan & Hassan, M. Kabir, 2002. "Technical, scale and allocative efficiencies of Turkish banking industry," Journal of Banking & Finance, Elsevier, vol. 26(4), pages 719-766, April.
    14. Fare, Rolf, et al, 1989. "Multilateral Productivity Comparisons When Some Outputs Are Undesirable: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 90-98, February.
    15. Ahmad, Usman, 2011. "Efficiency Analysis of Micro-finance Institutions in Pakistan," MPRA Paper 34215, University Library of Munich, Germany.
    16. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, January.
    17. Sriram M S, 2010. "Commercialisation of Microfinance in India: A Discussion on the Emperor’s Apparel," IIMA Working Papers WP2010-03-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    18. Blanca Sanchez-Robles, 1997. "Financial efficiency and economic growth: The case of Spain," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 3(4), pages 333-351, November.
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    More about this item

    Keywords

    Microfinance institutions; DEA; MPI; efficiency and productivity changes.;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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