Size and efficiency of MFIs: a data envelopment analysis of Indian MFIs
Lack of access to finance is identified as one of the major causes of poverty and unemployment. Microfinance is considered to be one of the important tools for expanding access to financial services like savings, credit, insurance, and remittances. MFIs are social enterprises, and have to manage their financial resources without depending on subsidies and grants. In this context, the efficiency of MFIs becomes an important factor in deciding the sustainability of the organizations. Previous studies on MFI efficiency have been mainly cross-country comparisons. No study has attempted to explore the relation between size and efficiency of MFIs. This paper raises a basic question: ‘Does size of the organizations affect efficiency of the MFIs? The study is based on secondary data. Based on their gross loan portfolio, the study classified MFIs across three categories: small (less than Rs.1,000 m), medium (Rs.1,000 m – 5,000 m) and large (more than Rs.5,000 m). The data was collected for 89 MFIs across these categories on four parameters: two parameters for inputs (asset and operating expense); and two parameters for outputs (loan outstanding and number of active borrowers). By using the data envelopment analysis (DEA) technique the study tries to identify the most efficient MFIs in each category along with average efficiency and minimum efficiency of these categories. The findings reported a clear linkage between the size and efficiency of the organizations. This study justifies the recent step of asset capping for Indian MFIs by the Reserve Bank of India.Ahmad, U. (2011) Efficiency Analysis of Micro-Finance Institutions in Pakistan [online], Munich Personal REPEC Archive (MPRA), Report No. 34215 <http://mpra.ub.uni-muenchen.de/34215> [accessed 20 August 2015].
Balkenhol, B. (ed.) (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: International Labor Office, New York: Palgrave Macmillan, pp. 211–29.
Bassem, B.S. (2008) ‘Efficiency of microfinance institutions in the Mediterranean: an application of DEA’, Transition Studies Review 15(2): 343–54 <http://dx.doi.org/10.1007/s11300-008-0012-7>.
Bos, J.W.B. and Millone, M. (2015) ‘Practice what you preach: microfinance business models and operational efficiency’, World Development 70: 28–42 <http://dx.doi.org/10.1016/j.worlddev.2014.12.018>.
Gutiérrez-Nieto, B., Serrano-Cinca, C. and Mar Molinero, C. (2007) ‘Microfinance and efficiency’, Omega 35: 131–42 <http://dx.doi.org/10.1016/j.omega.2005.04.001>.
Hassan, M.K. and Sanchez, B. (2009) Efficiency Analysis of Microfinance Institutions in Developing Countries, Working Paper 12, Networks Financial Institute at Indiana State University.
ILO (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: ILO.
Kipesha, E.F. (2013) ‘Production and intermediation efficiency of microfinance institutions in Tanzania’, Research Journal of Finance and Accounting 4(1): 149–60.
Microfinance Information eXchange (MIX) (2004) Benchmarking Latin American Microfinance 2004 [pdf], The MIX Market <https://www.themix.org/sites/default/files/publications/MIX_2004_Latin_America_Caribbean_Benchmarking_Report_EN_0.pdf> [accessed 9 November 2016].
MIX Market (2014) Global Outreach & Financial Performance Benchmark Report – 2014 [pdf] <https://www.themix.org/sites/default/files/publications/mix_global_regional_benchmark_report_2014_0.pdf> [accessed 18 September 2016].
MIX Market (2016) India Microfinance Geographical Index [pdf] <https://www.themix.org/sites/default/files/publications/microfinance_geographical_index_india_mar_2015.pdf> [accessed 18 September 2016].
MIX Market (n.d.) FAQ [online] <https://www.themix.org/glossary> [accessed 30 November 2016].
Nawaz, A., Hudon, M. and Basharat, B. (2011) ‘Does efficiency lead to lower interest rates? A new perspective from microfinance’, Second European Research Conference in Microfinance [online], Groningen, The Netherlands <www.rug.nl/research/globalisationstudiesgroningen/research/conferencesandseminars/conferences/eumicrofinconf2011/papers/10a.hudon-nawaz-basharat.format.doc> [accessed 19 August 2015].
RBI (2015) ‘Non Banking Financial Company-Micro Finance Institutions (NBFC-MFIs) Directions’ [online], Circular issued by RBI in October 2015 <https://rbidocs.rbi.org.in/rdocs/notification/PDFs/43BF010714FSC.PDF> [accessed 9 November 2016].
Sa-Dhan (2015) The Bharat Microfinance Report 2015 [pdf], New Delhi: Sa-Dhan <http://indiamicrofinance.com/wp-content/uploads/2015/10/Bharat-Microfinance-Report-20151.pdf> [accessed 9 November 2016].
Servin, R., Lensink, R. and van den Berg, M. (2012) ‘Ownership and technical efficiency of microfinance institutions: empirical evidence from Latin America’, Journal of Banking Finance 36: 2136–44 <http://dx.doi.org/10.1016/j.jbankfin.2012.03.018>.
Wijesiri, M., Viganò, L. and Meoli, M. (2015) ‘Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach’, Economic Modelling 47: 74–83 <http://dx.doi.org/10.1016/j.econmod.2015.02.016>.
World Bank (2016) The Global Findex Database 2014: Measuring Financial Inclusion around the World [pdf], World Bank Policy Research Working Paper 7255, Washington, DC: World Bank <http://documents.worldbank.org/curated/en/187761468179367706/pdf/WPS7255.pdf#page=3> [accessed 21 September 2016].
Zacharias, J. (2008) An Investigation of Economies of Scale in Microfinance Institutions [pdf], New York: Glucksman Institute for Research in Securities Markets at the Leonard N. Stern School of Business, New York University <https://www.stern.nyu.edu/sites/default/files/assets/documents/uat_024314.pdf> [accessed 14 August 2015].
Ahmad, U. (2011) Efficiency Analysis of Micro-Finance Institutions in Pakistan [online], Munich Personal REPEC Archive (MPRA), Report No. 34215 <http://mpra.ub.uni-muenchen.de/34215> [accessed 20 August 2015].
Balkenhol, B. (ed.) (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: International Labor Office, New York: Palgrave Macmillan, pp. 211–29.
Bassem, B.S. (2008) ‘Efficiency of microfinance institutions in the Mediterranean: an application of DEA’, Transition Studies Review 15(2): 343–54 <http://dx.doi.org/10.1007/s11300-008-0012-7>.
Bos, J.W.B. and Millone, M. (2015) ‘Practice what you preach: microfinance business models and operational efficiency’, World Development 70: 28–42 <http://dx.doi.org/10.1016/j.worlddev.2014.12.018>.
Gutiérrez-Nieto, B., Serrano-Cinca, C. and Mar Molinero, C. (2007) ‘Microfinance and efficiency’, Omega 35: 131–42 <http://dx.doi.org/10.1016/j.omega.2005.04.001>.
Hassan, M.K. and Sanchez, B. (2009) Efficiency Analysis of Microfinance Institutions in Developing Countries, Working Paper 12, Networks Financial Institute at Indiana State University.
ILO (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: ILO.
Kipesha, E.F. (2013) ‘Production and intermediation efficiency of microfinance institutions in Tanzania’, Research Journal of Finance and Accounting 4(1): 149–60.
Microfinance Information eXchange (MIX) (2004) Benchmarking Latin American Microfinance 2004 [pdf], The MIX Market <https://www.themix.org/sites/default/files/publications/MIX_2004_Latin_America_Caribbean_Benchmarking_Report_EN_0.pdf> [accessed 9 November 2016].
MIX Market (2014) Global Outreach & Financial Performance Benchmark Report – 2014 [pdf] <https://www.themix.org/sites/default/files/publications/mix_global_regional_benchmark_report_2014_0.pdf> [accessed 18 September 2016].
MIX Market (2016) India Microfinance Geographical Index [pdf] <https://www.themix.org/sites/default/files/publications/microfinance_geographical_index_india_mar_2015.pdf> [accessed 18 September 2016].
MIX Market (n.d.) FAQ [online] <https://www.themix.org/glossary> [accessed 30 November 2016].
Nawaz, A., Hudon, M. and Basharat, B. (2011) ‘Does efficiency lead to lower interest rates? A new perspective from microfinance’, Second European Research Conference in Microfinance [online], Groningen, The Netherlands <www.rug.nl/research/globalisationstudiesgroningen/research/conferencesandseminars/conferences/eumicrofinconf2011/papers/10a.hudon-nawaz-basharat.format.doc> [accessed 19 August 2015].
RBI (2015) ‘Non Banking Financial Company-Micro Finance Institutions (NBFC-MFIs) Directions’ [online], Circular issued by RBI in October 2015 <https://rbidocs.rbi.org.in/rdocs/notification/PDFs/43BF010714FSC.PDF> [accessed 9 November 2016].
Sa-Dhan (2015) The Bharat Microfinance Report 2015 [pdf], New Delhi: Sa-Dhan <http://indiamicrofinance.com/wp-content/uploads/2015/10/Bharat-Microfinance-Report-20151.pdf> [accessed 9 November 2016].
Servin, R., Lensink, R. and van den Berg, M. (2012) ‘Ownership and technical efficiency of microfinance institutions: empirical evidence from Latin America’, Journal of Banking Finance 36: 2136–44 <http://dx.doi.org/10.1016/j.jbankfin.2012.03.018>.
Wijesiri, M., Viganò, L. and Meoli, M. (2015) ‘Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach’, Economic Modelling 47: 74–83 <http://dx.doi.org/10.1016/j.econmod.2015.02.016>.
World Bank (2016) The Global Findex Database 2014: Measuring Financial Inclusion around the World [pdf], World Bank Policy Research Working Paper 7255, Washington, DC: World Bank <http://documents.worldbank.org/curated/en/187761468179367706/pdf/WPS7255.pdf#page=3> [accessed 21 September 2016].
Zacharias, J. (2008) An Investigation of Economies of Scale in Microfinance Institutions [pdf], New York: Glucksman Institute for Research in Securities Markets at the Leonard N. Stern School of Business, New York University <https://www.stern.nyu.edu/sites/default/files/assets/documents/uat_024314.pdf> [accessed 14 August 2015].
Ahmad, U. (2011) Efficiency Analysis of Micro-Finance Institutions in Pakistan [online], Munich Personal REPEC Archive (MPRA), Report No. 34215 <http://mpra.ub.uni-muenchen.de/34215> [accessed 20 August 2015].
Balkenhol, B. (ed.) (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: International Labor Office, New York: Palgrave Macmillan, pp. 211–29.
Bassem, B.S. (2008) ‘Efficiency of microfinance institutions in the Mediterranean: an application of DEA’, Transition Studies Review 15(2): 343–54 <http://dx.doi.org/10.1007/s11300-008-0012-7>.
Bos, J.W.B. and Millone, M. (2015) ‘Practice what you preach: microfinance business models and operational efficiency’, World Development 70: 28–42 <http://dx.doi.org/10.1016/j.worlddev.2014.12.018>.
Gutiérrez-Nieto, B., Serrano-Cinca, C. and Mar Molinero, C. (2007) ‘Microfinance and efficiency’, Omega 35: 131–42 <http://dx.doi.org/10.1016/j.omega.2005.04.001>.
Hassan, M.K. and Sanchez, B. (2009) Efficiency Analysis of Microfinance Institutions in Developing Countries, Working Paper 12, Networks Financial Institute at Indiana State University.
ILO (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: ILO.
Kipesha, E.F. (2013) ‘Production and intermediation efficiency of microfinance institutions in Tanzania’, Research Journal of Finance and Accounting 4(1): 149–60.
Microfinance Information eXchange (MIX) (2004) Benchmarking Latin American Microfinance 2004 [pdf], The MIX Market <https://www.themix.org/sites/default/files/publications/MIX_2004_Latin_America_Caribbean_Benchmarking_Report_EN_0.pdf> [accessed 9 November 2016].
MIX Market (2014) Global Outreach & Financial Performance Benchmark Report – 2014 [pdf] <https://www.themix.org/sites/default/files/publications/mix_global_regional_benchmark_report_2014_0.pdf> [accessed 18 September 2016].
MIX Market (2016) India Microfinance Geographical Index [pdf] <https://www.themix.org/sites/default/files/publications/microfinance_geographical_index_india_mar_2015.pdf> [accessed 18 September 2016].
MIX Market (n.d.) FAQ [online] <https://www.themix.org/glossary> [accessed 30 November 2016].
Nawaz, A., Hudon, M. and Basharat, B. (2011) ‘Does efficiency lead to lower interest rates? A new perspective from microfinance’, Second European Research Conference in Microfinance [online], Groningen, The Netherlands <www.rug.nl/research/globalisationstudiesgroningen/research/conferencesandseminars/conferences/eumicrofinconf2011/papers/10a.hudon-nawaz-basharat.format.doc> [accessed 19 August 2015].
RBI (2015) ‘Non Banking Financial Company-Micro Finance Institutions (NBFC-MFIs) Directions’ [online], Circular issued by RBI in October 2015 <https://rbidocs.rbi.org.in/rdocs/notification/PDFs/43BF010714FSC.PDF> [accessed 9 November 2016].
Sa-Dhan (2015) The Bharat Microfinance Report 2015 [pdf], New Delhi: Sa-Dhan <http://indiamicrofinance.com/wp-content/uploads/2015/10/Bharat-Microfinance-Report-20151.pdf> [accessed 9 November 2016].
Servin, R., Lensink, R. and van den Berg, M. (2012) ‘Ownership and technical efficiency of microfinance institutions: empirical evidence from Latin America’, Journal of Banking Finance 36: 2136–44 <http://dx.doi.org/10.1016/j.jbankfin.2012.03.018>.
Wijesiri, M., Viganò, L. and Meoli, M. (2015) ‘Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach’, Economic Modelling 47: 74–83 <http://dx.doi.org/10.1016/j.econmod.2015.02.016>.
World Bank (2016) The Global Findex Database 2014: Measuring Financial Inclusion around the World [pdf], World Bank Policy Research Working Paper 7255, Washington, DC: World Bank <http://documents.worldbank.org/curated/en/187761468179367706/pdf/WPS7255.pdf#page=3> [accessed 21 September 2016].
Zacharias, J. (2008) An Investigation of Economies of Scale in Microfinance Institutions [pdf], New York: Glucksman Institute for Research in Securities Markets at the Leonard N. Stern School of Business, New York University <https://www.stern.nyu.edu/sites/default/files/assets/documents/uat_024314.pdf> [accessed 14 August 2015].
Ahmad, U. (2011) Efficiency Analysis of Micro-Finance Institutions in Pakistan [online], Munich Personal REPEC Archive (MPRA), Report No. 34215 <http://mpra.ub.uni-muenchen.de/34215> [accessed 20 August 2015].
Balkenhol, B. (ed.) (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: International Labor Office, New York: Palgrave Macmillan, pp. 211–29.
Bassem, B.S. (2008) ‘Efficiency of microfinance institutions in the Mediterranean: an application of DEA’, Transition Studies Review 15(2): 343–54 <http://dx.doi.org/10.1007/s11300-008-0012-7>.
Bos, J.W.B. and Millone, M. (2015) ‘Practice what you preach: microfinance business models and operational efficiency’, World Development 70: 28–42 <http://dx.doi.org/10.1016/j.worlddev.2014.12.018>.
Gutiérrez-Nieto, B., Serrano-Cinca, C. and Mar Molinero, C. (2007) ‘Microfinance and efficiency’, Omega 35: 131–42 <http://dx.doi.org/10.1016/j.omega.2005.04.001>.
Hassan, M.K. and Sanchez, B. (2009) Efficiency Analysis of Microfinance Institutions in Developing Countries, Working Paper 12, Networks Financial Institute at Indiana State University.
ILO (2007) Microfinance and Public Policy: Outreach, Performance and Efficiency, Geneva: ILO.
Kipesha, E.F. (2013) ‘Production and intermediation efficiency of microfinance institutions in Tanzania’, Research Journal of Finance and Accounting 4(1): 149–60.
Microfinance Information eXchange (MIX) (2004) Benchmarking Latin American Microfinance 2004 [pdf], The MIX Market <https://www.themix.org/sites/default/files/publications/MIX_2004_Latin_America_Caribbean_Benchmarking_Report_EN_0.pdf> [accessed 9 November 2016].
MIX Market (2014) Global Outreach & Financial Performance Benchmark Report – 2014 [pdf] <https://www.themix.org/sites/default/files/publications/mix_global_regional_benchmark_report_2014_0.pdf> [accessed 18 September 2016].
MIX Market (2016) India Microfinance Geographical Index [pdf] <https://www.themix.org/sites/default/files/publications/microfinance_geographical_index_india_mar_2015.pdf> [accessed 18 September 2016].
MIX Market (n.d.) FAQ [online] <https://www.themix.org/glossary> [accessed 30 November 2016].
Nawaz, A., Hudon, M. and Basharat, B. (2011) ‘Does efficiency lead to lower interest rates? A new perspective from microfinance’, Second European Research Conference in Microfinance [online], Groningen, The Netherlands <www.rug.nl/research/globalisationstudiesgroningen/research/conferencesandseminars/conferences/eumicrofinconf2011/papers/10a.hudon-nawaz-basharat.format.doc> [accessed 19 August 2015].
RBI (2015) ‘Non Banking Financial Company-Micro Finance Institutions (NBFC-MFIs) Directions’ [online], Circular issued by RBI in October 2015 <https://rbidocs.rbi.org.in/rdocs/notification/PDFs/43BF010714FSC.PDF> [accessed 9 November 2016].
Sa-Dhan (2015) The Bharat Microfinance Report 2015 [pdf], New Delhi: Sa-Dhan <http://indiamicrofinance.com/wp-content/uploads/2015/10/Bharat-Microfinance-Report-20151.pdf> [accessed 9 November 2016].
Servin, R., Lensink, R. and van den Berg, M. (2012) ‘Ownership and technical efficiency of microfinance institutions: empirical evidence from Latin America’, Journal of Banking Finance 36: 2136–44 <http://dx.doi.org/10.1016/j.jbankfin.2012.03.018>.
Wijesiri, M., Viganò, L. and Meoli, M. (2015) ‘Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach’, Economic Modelling 47: 74–83 <http://dx.doi.org/10.1016/j.econmod.2015.02.016>.
World Bank (2016) The Global Findex Database 2014: Measuring Financial Inclusion around the World [pdf], World Bank Policy Research Working Paper 7255, Washington, DC: World Bank <http://documents.worldbank.org/curated/en/187761468179367706/pdf/WPS7255.pdf#page=3> [accessed 21 September 2016].
Zacharias, J. (2008) An Investigation of Economies of Scale in Microfinance Institutions [pdf], New York: Glucksman Institute for Research in Securities Markets at the Leonard N. Stern School of Business, New York University <https://www.stern.nyu.edu/sites/default/files/assets/documents/uat_024314.pdf> [accessed 14 August 2015].
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