Technical efficiency and business maturity: evidence from Chinese and Indian microfinance institutions
This study utilized data envelopment analysis (DEA) techniques in estimating technical efficiency scores to analyse the goal prioritization schemes of Chinese and Indian microfinance institutions (MFIs) operating at different levels of maturity. Results of single-output efficiency analyses indicate that the more mature Indian MFIs are able to attain higher efficiency than the younger Chinese MFIs when the social outreach goal is prioritized. Interestingly, business maturity does not necessarily result in high efficiency under a financial sustainability goal. Chinese MFIs’ efforts to attain financial sustainability could possibly be curtailed by existing institutional constraints that regulate their territorial expansion, fund sourcing, and loan pricing decisions. Indian MFIs, on the other hand, are confronted with strong pressures to expand quickly owing to the industry’s increasing commercialization and heightened competition, especially in seeking cheaper sources of funds. When MFIs balance the social outreach and financial sustainability goals, Indian MFIs tend to operate more efficiently than Chinese MFIs.Black, S., Kunze, A. and Salvanes, K. (2004) Risk Aversion or Discrimination? Understanding the Gender Pay Gap Using Matched Data, Los Angeles: UCLA.
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): 1–26.
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research 2: 429–44.
Cooper, W.W., Seiford, L.M. and Tone, K. (2007) Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-solver Software, New York: Springer.
Dong, F.X. and Featherstone, A. (2004) Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis, Working Paper 04-WP 366, Ames, IA: Center for Agricultural and Rural Development, Iowa State University.
Drake, L. and Hall, M.J.B. (2003) ‘Efficiency in Japanese banking: an empirical analysis’, Journal of Banking & Finance 27: 891–917 <http://ebook.nscpolteksby.ac.id/files/Ebook/Journal/2015/Banking%20and%20Finance/Vol.%2027/Volume%2027%20Issue%205/Efficiency%20in%20Japanese%20banking%20An%20empirical%20analysis.pdf>.
Du, X.S. (2003) ‘Attempts to implement micro-finance in rural China’, in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 271–84, Paris: OECD.
Färe, R., Grosskopf, S. and Lovell, C. (1985) The Measurement of Efficiency of Production, Boston, MA: Kluwer-Nijhoff Publishing.
Field, E. and Pande, R. (2008) ‘Repayment frequency and default in microfinance: evidence from India’, Journal of the European Economic Association 6(2-3): 501–9 <http://dx.doi.org/10.1162/JEEA.2008.6.2-3.501>.
Girardone, C., Molyneux, P. and Gardener, E.P.M. (2004) ‘Analyzing the determinants of bank efficiency: the case of Italian banks’, Applied Economics 36(3): 215–27 <http://dx.doi.org/10.1080/0003684042000175334>.
Hudon, M. and Traca, D. (2006) On the Efficiency Effects of Subsidies in Microfinance: An Empirical Enquiry, Brussels: Universite Libre de Bruxelles, Solvay Business School, Centre Emile Bernheim (CEB).
Park, A. and Ren, C.Q. (2001) ‘Microfinance with Chinese characteristics’, World Development 29(1): 39–62.
Park, A., Ren, C.Q. and Wang, S.G. (2003) ‘Micro-finance, poverty alleviation, and financial reform in China’ in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 256–70, Paris: OECD.
Sathye, M. (2001) ‘X-efficiency in Australian banking: an empirical investigation’, Journal of Banking and Finance 25(3), 613–30 <http://www.sciencedirect.com/science/article/pii/S0378426600001564>.
Sharma, M.J. and Wright, G.A.N. (2010) ‘Commercialisation of microfinance in India: is it all bad?’ MicroSave India Focus Note 43, Mumbai, India: MicroSave.
Singh, J. (2010) ‘State of microfinance in India 2010’, MicroSave India Focus Note 40, Mumbai, India: MicroSave.
Xiaoshan, D. (2005) The Regulatory Environment for Microfinance in China, College Park, MD: Rural Development Institute, Microfinance Regulation and Supervision Resource Center, University of Maryland.
Xiaoshan, D. (2010) ‘The current situation and future prospects for microfinance in China’, in Microfinance in China, Geneva, Switzerland: World Microfinance Forum Geneva.
Black, S., Kunze, A. and Salvanes, K. (2004) Risk Aversion or Discrimination? Understanding the Gender Pay Gap Using Matched Data, Los Angeles: UCLA.
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): 1–26.
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research 2: 429–44.
Cooper, W.W., Seiford, L.M. and Tone, K. (2007) Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-solver Software, New York: Springer.
Dong, F.X. and Featherstone, A. (2004) Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis, Working Paper 04-WP 366, Ames, IA: Center for Agricultural and Rural Development, Iowa State University.
Drake, L. and Hall, M.J.B. (2003) ‘Efficiency in Japanese banking: an empirical analysis’, Journal of Banking & Finance 27: 891–917 <http://ebook.nscpolteksby.ac.id/files/Ebook/Journal/2015/Banking%20and%20Finance/Vol.%2027/Volume%2027%20Issue%205/Efficiency%20in%20Japanese%20banking%20An%20empirical%20analysis.pdf>.
Du, X.S. (2003) ‘Attempts to implement micro-finance in rural China’, in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 271–84, Paris: OECD.
Färe, R., Grosskopf, S. and Lovell, C. (1985) The Measurement of Efficiency of Production, Boston, MA: Kluwer-Nijhoff Publishing.
Field, E. and Pande, R. (2008) ‘Repayment frequency and default in microfinance: evidence from India’, Journal of the European Economic Association 6(2-3): 501–9 <http://dx.doi.org/10.1162/JEEA.2008.6.2-3.501>.
Girardone, C., Molyneux, P. and Gardener, E.P.M. (2004) ‘Analyzing the determinants of bank efficiency: the case of Italian banks’, Applied Economics 36(3): 215–27 <http://dx.doi.org/10.1080/0003684042000175334>.
Hudon, M. and Traca, D. (2006) On the Efficiency Effects of Subsidies in Microfinance: An Empirical Enquiry, Brussels: Universite Libre de Bruxelles, Solvay Business School, Centre Emile Bernheim (CEB).
Park, A. and Ren, C.Q. (2001) ‘Microfinance with Chinese characteristics’, World Development 29(1): 39–62.
Park, A., Ren, C.Q. and Wang, S.G. (2003) ‘Micro-finance, poverty alleviation, and financial reform in China’ in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 256–70, Paris: OECD.
Sathye, M. (2001) ‘X-efficiency in Australian banking: an empirical investigation’, Journal of Banking and Finance 25(3), 613–30 <http://www.sciencedirect.com/science/article/pii/S0378426600001564>.
Sharma, M.J. and Wright, G.A.N. (2010) ‘Commercialisation of microfinance in India: is it all bad?’ MicroSave India Focus Note 43, Mumbai, India: MicroSave.
Singh, J. (2010) ‘State of microfinance in India 2010’, MicroSave India Focus Note 40, Mumbai, India: MicroSave.
Xiaoshan, D. (2005) The Regulatory Environment for Microfinance in China, College Park, MD: Rural Development Institute, Microfinance Regulation and Supervision Resource Center, University of Maryland.
Xiaoshan, D. (2010) ‘The current situation and future prospects for microfinance in China’, in Microfinance in China, Geneva, Switzerland: World Microfinance Forum Geneva.
Black, S., Kunze, A. and Salvanes, K. (2004) Risk Aversion or Discrimination? Understanding the Gender Pay Gap Using Matched Data, Los Angeles: UCLA.
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): 1–26.
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research 2: 429–44.
Cooper, W.W., Seiford, L.M. and Tone, K. (2007) Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-solver Software, New York: Springer.
Dong, F.X. and Featherstone, A. (2004) Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis, Working Paper 04-WP 366, Ames, IA: Center for Agricultural and Rural Development, Iowa State University.
Drake, L. and Hall, M.J.B. (2003) ‘Efficiency in Japanese banking: an empirical analysis’, Journal of Banking & Finance 27: 891–917 <http://ebook.nscpolteksby.ac.id/files/Ebook/Journal/2015/Banking%20and%20Finance/Vol.%2027/Volume%2027%20Issue%205/Efficiency%20in%20Japanese%20banking%20An%20empirical%20analysis.pdf>.
Du, X.S. (2003) ‘Attempts to implement micro-finance in rural China’, in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 271–84, Paris: OECD.
Färe, R., Grosskopf, S. and Lovell, C. (1985) The Measurement of Efficiency of Production, Boston, MA: Kluwer-Nijhoff Publishing.
Field, E. and Pande, R. (2008) ‘Repayment frequency and default in microfinance: evidence from India’, Journal of the European Economic Association 6(2-3): 501–9 <http://dx.doi.org/10.1162/JEEA.2008.6.2-3.501>.
Girardone, C., Molyneux, P. and Gardener, E.P.M. (2004) ‘Analyzing the determinants of bank efficiency: the case of Italian banks’, Applied Economics 36(3): 215–27 <http://dx.doi.org/10.1080/0003684042000175334>.
Hudon, M. and Traca, D. (2006) On the Efficiency Effects of Subsidies in Microfinance: An Empirical Enquiry, Brussels: Universite Libre de Bruxelles, Solvay Business School, Centre Emile Bernheim (CEB).
Park, A. and Ren, C.Q. (2001) ‘Microfinance with Chinese characteristics’, World Development 29(1): 39–62.
Park, A., Ren, C.Q. and Wang, S.G. (2003) ‘Micro-finance, poverty alleviation, and financial reform in China’ in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 256–70, Paris: OECD.
Sathye, M. (2001) ‘X-efficiency in Australian banking: an empirical investigation’, Journal of Banking and Finance 25(3), 613–30 <http://www.sciencedirect.com/science/article/pii/S0378426600001564>.
Sharma, M.J. and Wright, G.A.N. (2010) ‘Commercialisation of microfinance in India: is it all bad?’ MicroSave India Focus Note 43, Mumbai, India: MicroSave.
Singh, J. (2010) ‘State of microfinance in India 2010’, MicroSave India Focus Note 40, Mumbai, India: MicroSave.
Xiaoshan, D. (2005) The Regulatory Environment for Microfinance in China, College Park, MD: Rural Development Institute, Microfinance Regulation and Supervision Resource Center, University of Maryland.
Xiaoshan, D. (2010) ‘The current situation and future prospects for microfinance in China’, in Microfinance in China, Geneva, Switzerland: World Microfinance Forum Geneva.
Black, S., Kunze, A. and Salvanes, K. (2004) Risk Aversion or Discrimination? Understanding the Gender Pay Gap Using Matched Data, Los Angeles: UCLA.
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): 1–26.
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research 2: 429–44.
Cooper, W.W., Seiford, L.M. and Tone, K. (2007) Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-solver Software, New York: Springer.
Dong, F.X. and Featherstone, A. (2004) Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis, Working Paper 04-WP 366, Ames, IA: Center for Agricultural and Rural Development, Iowa State University.
Drake, L. and Hall, M.J.B. (2003) ‘Efficiency in Japanese banking: an empirical analysis’, Journal of Banking & Finance 27: 891–917 <http://ebook.nscpolteksby.ac.id/files/Ebook/Journal/2015/Banking%20and%20Finance/Vol.%2027/Volume%2027%20Issue%205/Efficiency%20in%20Japanese%20banking%20An%20empirical%20analysis.pdf>.
Du, X.S. (2003) ‘Attempts to implement micro-finance in rural China’, in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 271–84, Paris: OECD.
Färe, R., Grosskopf, S. and Lovell, C. (1985) The Measurement of Efficiency of Production, Boston, MA: Kluwer-Nijhoff Publishing.
Field, E. and Pande, R. (2008) ‘Repayment frequency and default in microfinance: evidence from India’, Journal of the European Economic Association 6(2-3): 501–9 <http://dx.doi.org/10.1162/JEEA.2008.6.2-3.501>.
Girardone, C., Molyneux, P. and Gardener, E.P.M. (2004) ‘Analyzing the determinants of bank efficiency: the case of Italian banks’, Applied Economics 36(3): 215–27 <http://dx.doi.org/10.1080/0003684042000175334>.
Hudon, M. and Traca, D. (2006) On the Efficiency Effects of Subsidies in Microfinance: An Empirical Enquiry, Brussels: Universite Libre de Bruxelles, Solvay Business School, Centre Emile Bernheim (CEB).
Park, A. and Ren, C.Q. (2001) ‘Microfinance with Chinese characteristics’, World Development 29(1): 39–62.
Park, A., Ren, C.Q. and Wang, S.G. (2003) ‘Micro-finance, poverty alleviation, and financial reform in China’ in OECD (ed.), Rural Finance and Credit Infrastructure in China, pp. 256–70, Paris: OECD.
Sathye, M. (2001) ‘X-efficiency in Australian banking: an empirical investigation’, Journal of Banking and Finance 25(3), 613–30 <http://www.sciencedirect.com/science/article/pii/S0378426600001564>.
Sharma, M.J. and Wright, G.A.N. (2010) ‘Commercialisation of microfinance in India: is it all bad?’ MicroSave India Focus Note 43, Mumbai, India: MicroSave.
Singh, J. (2010) ‘State of microfinance in India 2010’, MicroSave India Focus Note 40, Mumbai, India: MicroSave.
Xiaoshan, D. (2005) The Regulatory Environment for Microfinance in China, College Park, MD: Rural Development Institute, Microfinance Regulation and Supervision Resource Center, University of Maryland.
Xiaoshan, D. (2010) ‘The current situation and future prospects for microfinance in China’, in Microfinance in China, Geneva, Switzerland: World Microfinance Forum Geneva.
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