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Total factor productivity change of MENA microfinance institutions: A Malmquist productivity index approach

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  • Soltane Bassem, Ben

Abstract

The main purpose of this paper is to investigate productivity changes of 33 Middle East and North Africa microfinance institutions over the period of 2006–2011 by using the Malmquist productivity index (MPI) method and a balanced panel dataset of 198 observations. The empirical findings indicate that the microfinance industry has reported overall productivity regress in the study period even though all the MENA MFIs have positive TFP growth with the exception of the year 2010–2011. In addition, our study indicates that over the period the Malmquist productivity change experienced by the MENA microfinance industry as a whole has averaged 4.9% annually which was mainly attributed to technical efficiency change. The study reveals also that the industry as a whole has exhibited a decline in technological change (2.9% decrease over the period) and suggested that there has been a deterioration in the performance of the best practicing MFIs. By decomposing the Malmquist index, the result showed that during the study period the MENA MFIs have experienced mainly an increment of pure technical efficiency (improvement in management practices) rather than an improvement in optimum size. Overall, an essential strategic implication for the MENA microfinance industry is that they need to pursue a technological progress in order to meet the dual objectives of reaching many poor people and financial sustainability.

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  • 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.
    • Handle: RePEc:eee:ecmode:v:39:y:2014:i:c:p:182-189
    DOI: 10.1016/j.econmod.2014.02.035
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    1. SUFIAN, Fadzlan, 2007. "Total Factor Productivity Change in Non-Bank Financial Institutions: Evidence From Malaysia Applying a Malmquist Productivity Index (MPI)," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 7(1).
    2. Ben Bassem, 2008. "Efficiency of Microfinance Institutions in the Mediterranean: An Application of DEA," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 15(2), pages 343-354, September.
    3. John Ashton, 1998. "Technical change in the UK retail banking sector: 1984-1995," Applied Economics Letters, Taylor & Francis Journals, vol. 5(12), pages 737-740.
    4. Lang, Gunter & Welzel, Peter, 1996. "Efficiency and technical progress in banking Empirical results for a panel of German cooperative banks," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1003-1023, July.
    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. Kabir Hassan & Benito Sanchez, 2009. "Efficiency Analysis of Microfinance Institutions in Developing Countries," NFI Working Papers 2009-WP-12, Indiana State University, Scott College of Business, Networks Financial Institute.
    7. Grifell-Tatje, E. & Lovell, C. A. K., 1996. "Deregulation and productivity decline: The case of Spanish bavings banks," European Economic Review, Elsevier, vol. 40(6), pages 1281-1303, June.
    8. Benston, George J & Hanweck, Gerald A & Humphrey, David B, 1982. "Scale Economies in Banking: A Restructuring and Reassessment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 14(4), pages 435-456, November.
    9. Lamberte, Mario B. & Desrochers, Martin, 2002. "Efficiency and Expense Preference in the Philippines' Cooperative Rural Banks," Discussion Papers DP 2002-12, Philippine Institute for Development Studies.
    10. Hunter, William C & Timme, Stephen G, 1986. "Technical Change, Organizational Form, and the Structure of Bank Production," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(2), pages 152-166, May.
    11. repec:idb:brikps:46838 is not listed on IDEAS
    12. Ahmad, Usman, 2011. "Efficiency Analysis of Micro-finance Institutions in Pakistan," MPRA Paper 34215, University Library of Munich, Germany.
    13. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    14. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, December.
    15. 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

    Productivity change; Malmquist productivity index; Microfinance institutions; MENA;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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