Bairagi, Subir (2014): Productivity and Efficiency Analysis of Microfinance Institutions (MFIS) in Bangladesh.
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Abstract
This paper estimates productivity and efficiency of ten major microfinance institutions (MFIs) in Bangladesh using the stochastic frontier output distance function approach. Cobb-Douglas specification is applied with two outputs and four inputs for the period 2003-2011. Analysis reveals that on an average the rate of total factor productivity (TFP) growth in MFIs was 2.6%, mostly due to technological progress (2.5%), while the average efficiency change was only 0.1%. The mean efficiency of microfinance firms was 0.765, which implies that MFIs could have produced 23.5% more with the current levels of input bundles if they had been fully efficient. The determinants of firms’ inefficiencies are cost per borrower and operational self-sufficiency, significant at the 1% level. The smaller MFIs (RDRS, Shakti, SSS, and JCF) define better frontiers than others, while bigger MFIs (BRAC, ASA, and GB) have been catching up faster than others.
Item Type: | MPRA Paper |
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Original Title: | Productivity and Efficiency Analysis of Microfinance Institutions (MFIS) in Bangladesh |
Language: | English |
Keywords: | Stochastic frontier output distance, total factor productivity (TFP), microfinance institutions (MFIs) |
Subjects: | G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture > Q12 - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture > Q14 - Agricultural Finance |
Item ID: | 67917 |
Depositing User: | Dr. Subir Bairagi |
Date Deposited: | 18 Nov 2015 05:36 |
Last Modified: | 26 Sep 2019 16:52 |
References: | Aigner, D.J., Lovell, C.A.K., and Schmidt, P. (1977) ‘Formulation and Estimation of Stochastic Frontier Production Function Models’, Journal of Econometrics 6: 21-37. Bairagi, S. and Azzam, A. (2014) ‘Does the Grameen Bank Exert Market Power over Borrowers’, Applied Economics Letters, Vol. 21(12): 866-869. Banerjee, A., Bardhan, P., Duflo, E., Field, E., Karlan, D., Khwaja, A., Mookherjee, D., Pande, R. and Rajan, R. (2010) ‘Microcredit is not the Enemy’, Financial Times, December 13. Banerjee, A., Duflo, E., Glennerster, R. and Kinnan, C. (2013) The Miracle of Microfinance? Evidence from a Randomized Evaluation. USA: NBER Working Paper 5/13. Bassem, B.S. (2008) ‘Efficiency of Microfinance Institutions in the Mediterranean: An Application of DEA’, Transition studies review, Mediterranean and Middle East Papers 15(2): 343-354. Battese, G.E. and Coelli, T.J. (1988) ‘Prediction of Firm-Level Technical Efficiencies with a Generalised Frontier Production Function and Panel Data’, Journal of Econometrics 38: 387-399. Battese, G.E. and Coelli, T. (1995) ‘A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data’, Empirical Economics 20: 325-332. Ben Abdelkader, I., Hathroubi, S. and Ben Jemaa, M.M. (2012) Microfinance Institutions’ Efficiency in the MENA region: A Bootstrap-DEA approach ECONSTOR. Available at: http://econstor.eu/bitstream/10419/69525/1/ISMEconstor.pdf Bolli, T. and Vo Thi, A. (2012) On the Estimation Stability of Efficiency and Economies of Scale in Microfinance Institutions, Zurich: KOF Working Papers 1/12. Brau, J. C. and Woller, G. M. (2004) ‘Microfinance: A Comprehensive Review of the Existing Literature’, Journal of Entrepreneurial Finance and Business Ventures 9: 1–26. BURO Bangladesh (2012) Annual Report 2011-2012. Dhaka: BURO Bangladesh. Caves, D.W., Christensen, L. R. and Diewert, W. E. (1983) ‘The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity’, Econometrica 50(6): 1393-1414. CDF (2005) Microfinance Statistics Vol.17. Dhaka: Credit and Development Forum (CDF). CGAP (2006) Competition and Microcredit Interest Rates. Focus Note, 33/06. The Consultative Group to Assist the Poor (CGAP). Coelli, T. J. (1996) A Guide to FRONTIER Version 4.1: A Computer Program for Stochastic Frontier Production and Cost Function Estimation. Australia: The University of England, Center for Efficiency and Productivity Analysis (CEPA) Working Paper Series, No. 7/96. Coelli, T. and Perelman, S. (1996) Efficiency Measurement, Multiple-Output Technologies and Distance Functions: With Application to European Railways. Belgium: Université de Liège, CREPP Working Paper 5/96. Coelli, T.J., Rao, D.S.P. and O’Donnell, C.J. (1998) An Introduction to Efficiency and Productivity Analysis, 2nd edn. New York: Springer Publishing. Farrel, M. (1957) ‘The Measurement of Productive Efficiency’, Journal of Royal Statistical Society 120(3): 253-2811. Gebremichael, B.Z. (2012) ‘Total Factor Productivity Change of Ethiopian Microfinance Institutions (MFIs): A Malmquist Productivity Index Approach (MPI)’ European Journal of Business and Management Vol. 4(3): 105-114. Guitiérrez-Nieto, B., Serrano-Cinca, C. and Molinero, M. (2009) ‘Social Efficiency in Microfinance Institutions’, Journal of the Operational Research Society 60: 104-119. Guitiérrez-Nieto, B., Serrano-Cinca, C. and Molinero, M. (2007) ‘Microfinance Institution and Efficiency’ The international journal of Management Science 35: 131-142. Haq, M., Skully, M. and Pathan, S. (2010) ‘Efficiency of Microfinance Institutions: A Data Envelopment Analysis’, Journal Asia-Pacific Finance Markets 17:63–97. Hartarska, V. and Mersland, R. (2012) ‘Which Governance Mechanisms Promote Efficiency in Reaching Poor Clients? Evidence from Rated Microfinance Institutions’, European Financial Management 18( 2): 218–239. Hassan, M.K. and Benito, S. (2009) Efficiency Analysis of Microfinance Institutions in Developing Countries. USA: Networks Financial Institute (NFI), Indiana State University Working Paper, 12/09. Hossain, M. (1984) Credit for the Rural Poor: The Grameen Bank in Bangladesh. Monograph 4. Dhaka: Bangladesh Institute of Development Studies (BIDS). Hossain, M. (1988) Credit for Alleviation of Rural Poverty: The Grameen Bank in Bangladesh. Bangladesh: International Food Policy Research Institute (IFPRI) and Bangladesh Institute of Development Studies (BIDS). Research Report, 65/88. Jondrow, J., Lovell, C.A.K., Materov, I.S. and Schmidt, P. (1982) ‘On Estimation of Technical Inefficiency in the Stochastic Frontier Production Function Model’ Journal of Econometrics 19: 233-238. Mahmud, W. and Khalily, M. (2008) Bangladesh Microfinance Statistics 2007. Bangladesh: Institute of Microfinance. Malmquist, S. (1953) ‘Index numbers and indifference surfaces’, Trabajos de Estadistica 4: 209−242. Martínez-González, A. (2008) Technical Efficiency of Microfinance Institutions: Evidence from Mexico, MS Thesis, The Ohio State University. Masood, T. andAhmad, M.I. (2010) Technical Efficiency of Microfinance Institutions in India- A Stochastic Fron tier Approach. Munich Personal RePEc Archive (MPRA). [online] Available at: http://mpra.ub.uni-muenchen.de/25454/1/MPRA_paper_25454.pdf. Mixmarket (2013) The Microfinance Information eXchange (MIX).Available at: http://www.mixmarket.org/en/what.is.mix.asp. Morduch J. (1999a) ‘The Microfinance Promise’, Journal of Economic Literature 37: 1569–1614. Morduch. J. (1999b) ‘The role of Subsidies in Microfinance: Evidence from the Grameen Bank’, Journal of Development Economics 60: 22-248. MRA (2011) NGO-MFIs in Bangladesh: A Statistical Publication, Volume, VIII. Dhaka: Microcredit Regulatory Authority (MRA). Murdoch, J. (2000) ‘The Microfinance Schism’, World Development 28: 617–629. Nawaz, A. (2010) Efficiency and Productivity of Microfinance: Incorporating the Role of Subsidies. Brussels: School of Economics and Management, Centre Emile Bernheim (CEB) Working Paper, 10/00. Nghiem, H., Coelli, T. and Rao, D. S. P. (2006) ‘The Efficiency of Microfinance in Vietnam: Evidence from NGO Schemes in the North and the Central Regions’, International Journal of Environmental, Cultural, Economic and Social Sustainability 2(5): 71-78. O’Donnell, C. and Coelli, T. (2003) A Bayesian Approach to Imposing Curvature on Distance Functions. Australia: School of Economics University of Queensland, Centre for Efficiency and Productivity Analysis (CEPA) Working Paper 3/03. Pine, D. (2010) The Microfinance Sector in Bangladesh: Innovation or Stagnation. Center for Microfinance Thesis Series, No. 6. University of Zurich. PKSF (2010) Annual Report 2010. Dhaka: Palli Karma-Sahayak Foundation (PKSF). Qayyum, A. and Ahmad, M. (2006) Efficiency and Sustainability of Micro Finance. MPRA Paper 11674/10. Rauf, S. A. and Mahamood, T. (2009) ‘Growth and Performance of Microfinance in Pakistan’, Pakistan Economic and Social Review 47(1 ): 99-122. Wadud, M. A. (2013) Impact of Microcredit on Agricultural Farm Performance and Food Security in Bangladesh. Dhaka: Institute of Microfinance (InM), Working Paper 14/13. Woller, G., Dunford, C. and Woodworth, W. (1999) ‘Where to Microfinance’, International Journal of Economic Development, 1: 29–64. Wright, D. and Alamgir, D. (2004) ‘Microcredit Interest Rates in Bangladesh ‘Capping Vs Competition’. Donors’ Local Consultative Group on Finance. Yunus, M. (2011) ‘Sacrificing Microcredit for Megaprofits’, New York Times op-ed, January 14, 2011. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/67917 |