Abstract
Microfinance institutions (MFIs) have dual objectives- reaching under privileged households for poverty easing and achieving financial sustainability. This paper investigates the efficiency of major 15 MFIs in Bangladesh using Malmquist index (MI) over the period 2008–2012. A balanced panel dataset of 75 observations is used. The results from MI are decomposed into three efficiency scores—technical efficiency (TCH), scale efficiency (SE) and pure efficiency (PE). The empirical findings indicate that MFIs are experienced an excellent annual efficiency progress (93.5 %) which was mainly because of PE. PE measures the capacity of optimizing minimum input to produce maximum output by reducing production wastage. This outstanding growth was an outcome of country’s ever best economic settings before 2008. However, from 2009 onward, a substantial efficiency regresses is observed. The results also signify that the major MFIs have less capacity to work at their optimal scales. The contribution of SE is very low (only 2.2 %) compared to total efficiency progress. Findings from TCH indicate that the overall frontier is moving relatively slow in an outward direction (only 3.7 % of TCH progress).
Similar content being viewed by others
Notes
The MFI industry in Bangladesh operates under the direct supervision of The Microcredit Regulatory Authority (MRA). A detailed analysis of improvement and development of Bangladesh microfinance sector is available at http://www.mra.gov.bd/index.php?option=com_content&view=frontpage&Itemid=74.
References
Agarwal, P.K., Sinha, S.K.: Financial performance of microfinance institutions of India. Delhi Bus. Rev. 11, 37–46 (2010)
Annim, S.K.: Microfinance efficiency: trade-offs and complementarities between the objectives of microfinance institutions and their performance perspectives. Eur. J. Dev. Res. 24(5), 788–807 (2012). doi:10.1057/Ejdr.2011.60
Arthur, D.S., Abanis, D.T., Eliab, D.B., Sumil, D.N.: Financial performance in the selected microfinance institutions in Uganda. Int. J. Eng. Res. Technol. 2, 1–11 (2013)
Bassem, B.S.: Efficiency of microfinance institutions in the Mediterranean: an application of DEA. Transit. Stud. Rev. 15(2), 343–354 (2008). doi:10.1007/s11300-008-0012-7
Bassem, B.S.: Social and financial performance of microfinance institutions: is there a trade-off? J. Econ. Int. Financ. 4(4), 92–100 (2012). doi:10.5897/JEIF11.129
Bassem, B.S.: Total factor productivity change of MENA microfinance institutions: a Malmquist productivity index approach. Econ. Model. 39, 182–189 (2014). doi:10.1016/j.econmod.2014.02.035
Caves, D., Christensen, L., Diewert, W.: The economic theory of index numbers and the measurement of input, output, and productivity. Econometrica 6, 1393–1414 (1982)
Charnes, A., Cooper, W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2(6), 429–444 (1978). doi:10.1016/0377-2217(78)90138-8
Chou, Y.-C., Shao, B.B.M., Lin, W.T.: Performance evaluation of production of IT capital goods across OECD countries: a stochastic frontier approach to Malmquist index. Decis. Support Syst. 54(1), 173–184 (2012). doi:10.1016/j.dss.2012.05.003
Coelli, T.J., Rao, D.S.P.: Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000. Agric. Econ. 32, 115–134 (2005). doi:10.1111/j.0169-5150.2004.00018.x
Coelli, T.J., Rao, D.S.P., O’Donnell, C.J., Battese, G.E.: An introduction to efficiency and productivity analysis. Springer, New York (2005)
Cooper, W.W., Seiford, L.M., Tone, K.: Efficiency change overtime. In: Data Envelopment Analysis—A Comprehensive Text with Models, Applications, References and DEA-Solver Software, 2nd edn, pp. 351–375. Springer, New York (2007)
Copestake, J.: Mainstreaming microfinance: social performance management or mission drift? World Dev. 35(10), 1721–1738 (2007). doi:10.1016/j.worlddev.2007.06.004
Diewert, W.E., Fox, K.J.: Malmquist and Törnqvist productivity indexes: returns to scale and technical progress with imperfect competition. J. Econ. 101(1), 73–95 (2010)
Fare, R., Grosskopf, S., Norris, M., Zhang, Z.: Productivity growth, technical progress and efficiency changes in industrial countries. Am. Econ. Rev. 84, 66–83 (1994)
Farrington, T.: Efficiency in microfinance institutions. Microbank. Bull. 4, 18–23 (2000)
Gutierrez-Nieto, B., Serrano-Cinca, C., Molinero, C.M.: Microfinance institutions and efficiency. Omega Int J Manag S 35(2), 131–142 (2007). doi:10.1016/j.omega.2005.04.001
Habib, M., Jubb, C.: Poverty alleviation with microfinance: Bangladesh evidence. In: Heshmati, A., Maasoumi, E., Wan, G. (eds.) Poverty Reduction Policies and Practices in Developing Asia. Economic Studies in Inequality, Social Exclusion and Well-Being, pp. 11–30. Springer, Singapore (2015)
Haq, M., Skully, M., Pathan, S.: Efficiency of microfinance Institutions: a data envelopment analysis. Asia Pac. Financ. Mark. 17(1), 63–97 (2010). doi:10.1007/s10690-009-9103-7
Hermes, N., Lensink, R., Meesters, A.: Outreach and efficiency of microfinance institutions. World Dev. 39(6), 938–948 (2011). doi:10.1016/j.worlddev.2009.10.018
Kereta, B.B.: Outreach and financial performance analysis of microfinance institutions in Ethiopia. In: African Economic Conference United Nations Conference Center (UNCC), Addis Ababa, Ethiopia (2007)
Khandker, S.R.: Fighting poverty with microcredit: experience in Bangladesh. Oxford University Press, Oxford (1998)
Khandker, S.R.: Microfinance and poverty: evidence using panel data from Bangladesh. World Bank Econ. Rev. 19(2), 263–286 (2005). doi:10.1093/wber/lhi008
Kipesha, E.F.: Performance of microfinance institutions in Tanzania: integrating financial and non financial metrics. Eur. J. Bus. Manag. 5, 94–105 (2013)
Kuosmanen, T., Sipilainen, T.: Exact decomposition of the Fisher ideal total factor productivity index. J. Product. Anal. 31(3), 137–150 (2009). doi:10.1007/s11123-008-0129-z
Liu, J.S., Lu, L.Y.Y., Lu, W.-M., Lin, B.J.Y.: Data envelopment analysis 1978–2010: a citation-based literature survey. Omega Int J Manag S 41(1), 3–15 (2013a). doi:10.1016/j.omega.2010.12.006
Liu, J.S., Lu, L.Y.Y., Lu, W.-M., Lin, B.J.Y.: A survey of DEA applications. Omega Int J Manag S 41(5), 893–902 (2013b). doi:10.1016/j.omega.2012.11.004
Mahjabeen, R.: Microfinancing in Bangladesh: impact on households, consumption and welfare. J. Pol. Model. 30(6), 1083–1092 (2008). doi:10.1016/j.jpolmod.2007.12.007
Malmquist, S.: Index numbers and indifference surfaces. Trab. Estat. 4, 209–242 (1953). doi:10.1007/BF03006863
Mark, M.P., Khandker, S.R.: The Impact of group‐based credit programs on poor households in Bangladesh: does the gender of participants matter? J. Polit. Econ. 106(5), 958–996 (1998). doi:10.1086/250037
Mazumder, M.S.U., Lu, W.: What impact does microfinance have on rural livelihood? a comparison of governmental and non-governmental microfinance programs in Bangladesh. World Dev. 68, 336–354 (2015). doi:10.1016/j.worlddev.2014.12.002
Oteng-Abayie, E.F., Amanor, K., Frimpong, J.M.: The measurement and determinants of economic efficiency of microfinance institutions in Ghana: a stochastic frontier approach. Afr. Rev. Econ. Financ. 2, 149–166 (2011)
Sanchez-Robles, B.: Financial efficiency and economic growth: the case of Spain. Int. Adv. Econ. Res. 3(4), 333–351 (1997). doi:10.1007/BF02295212
Sengupta, R., Aubuchon, C.P.: The microfinance revolution: an overview. Fed. Reserv. Bank St. Louis Rev. 90, 9–30 (2008)
Tenaw, S., Islam, K.M.Z.: Rural financial services and effects of microfinance on agricultural productivity and on poverty, pp. 1–28. University of Helsinki, Helsinki (2009)
Zofio, J.L.: Malmquist productivity index decompositions: a unifying framework. Appl. Econ. 39(18), 2371–2387 (2007). doi:10.1080/00036840600606260
Acknowledgments
This research was funded by Grants awarded by Bright Spark Scheme of the University of Malaya, Kuala Lumpur, Malaysia. The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Azad, M.A.K., Masum, A.K.M., Munisamy, S. et al. Efficiency analysis of major microfinance institutions in Bangladesh: a Malmquist index approach. Qual Quant 50, 1525–1537 (2016). https://doi.org/10.1007/s11135-015-0219-8
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11135-015-0219-8