Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter?

Journal of Multinational Financial Management - Tập 40 - Trang 63-76 - 2017
Mahinda Wijesiri1, Jacob Yaron2, Michele Meoli3
1Indira Gandhi Institute of Development Research, Gen AK Vaidya Marg, Goregaon East, Mumbai, Maharashtra 400065, India
2School of Business Administration, The College of Management Academic Studies, Rishon Lezion, Israel
3Department of Management, Information and Production Engineering, University of Bergamo, via Pasubio 7b, 24044, Dalmine, BG, Italy

Tài liệu tham khảo

Ahlin, 2011, Where does microfinance flourish? Microfinance institution performance in macroeconomic context, J. Dev. Econ., 95, 105, 10.1016/j.jdeveco.2010.04.004 Assaf, 2010, Hotel efficiency: a bootstrapped metafrontier approach, Int. J. Hosp. Manage., 29, 468, 10.1016/j.ijhm.2009.10.020 Athanassopoulos, 1995, Ratio and frontier analysis for assessing corporate performance: evidence from the grocery industry in the UK, J. Oper. Res. Soc., 46, 427, 10.1057/jors.1995.62 Athanassopoulos, 1997, Service quality and operating efficiency synergies for management control in the provision of financial services: evidence from Greek bank branches, Eur. J. Oper. Res., 98, 300, 10.1016/S0377-2217(96)00349-9 Aveh, 2013, An evaluation of sustainability and subsidy dependence of microfinance institutions in Ghana, Int. Bus. Manage., 6, 55 Balkenhol, 2007, Efficiency and sustainability in microfinance, 3 Banker, 1984, Some models for estimating technical and scale inefficiencies in data envelopment analysis, Manage. Sci., 30, 1078, 10.1287/mnsc.30.9.1078 Barron, 1994, A time to grow and a time to die: growth and mortality of credit unions in new YorkCity, 1914–1990, Am. J. Sociol., 100, 381, 10.1086/230541 Barros, 2008, Measuring the economic efficiency of airports: a Simar-Wilson methodology analysis, Transp. Res. Part E, 44, 1039, 10.1016/j.tre.2008.01.001 Barros, 2008, Airports in Argentina: technical efficiency in the context of an economic crisis, J. Air Transp. Manage., 14, 315, 10.1016/j.jairtraman.2008.08.005 Barry, 2014, The impact of governance and institutional quality on MFI outreach and financial performance in Sub-Saharan Africa, World Dev., 58, 1, 10.1016/j.worlddev.2013.12.006 Battese, 2004, A metafrontier production function for estimation of technical efficiencies and technology gaps for firms operating under different technologies, J. Prod. Anal., 21, 91, 10.1023/B:PROD.0000012454.06094.29 Berger, 1997, Efficiency of financial institutions: international survey and directions for future research, Eur. J. Oper. Res., 98, 175, 10.1016/S0377-2217(96)00342-6 Berger, 1997, Inside the black box: what explains differences in the efficiencies of financial institutions?, J. Bank. Finance, 21, 895, 10.1016/S0378-4266(97)00010-1 Berger, 2006, Capital structure and firm performance: a new approach to testing agency theory and an application to the banking industry, J. Bank. Finance, 30, 1065, 10.1016/j.jbankfin.2005.05.015 Caudill, 2009, Which microfinance institutions are becoming more cost effective with time? Evidence from a mixture model journal of money, Credit Bank., 41, 651, 10.1111/j.1538-4616.2009.00226.x Charnes, 1978, Measuring the efficiency of decision making units, Eur. J. Oper. Res., 2, 429, 10.1016/0377-2217(78)90138-8 Coelli, 2005 Cohen, 2003 Conning, 1999, Outreach, sustainability and leverage in monitored and peer-monitored lending, J. Dev. Econ., 60, 51, 10.1016/S0304-3878(99)00036-X Cull, 2007, Financial performance and outreach: a global analysis of leading microbanks, Econ. J., 117, 107, 10.1111/j.1468-0297.2007.02017.x Cull, 2011, Does regulatory supervision curtail microfinance profitability and outreach?, World Dev., 39, 949, 10.1016/j.worlddev.2009.10.016 D’Espallier, 2013, Unsubsidized microfinance institutions, Econ. Lett., 120, 174, 10.1016/j.econlet.2013.04.021 Dietsch, 2000, How the environment determines banking efficiency: a comparison between French and Spanish industries, J. Bank. Finance, 24, 985, 10.1016/S0378-4266(99)00115-6 Efron, 1979, Bootstrap methods: another look at the Jackknife, Ann. Stat., 7, 1, 10.1214/aos/1176344552 Fallah-Fini, 2012, Measuring the efficiency of highway maintenance contracting strategies: a bootstrapped non-parametric meta-frontier approach, Eur. J. Oper. Res., 219, 134, 10.1016/j.ejor.2011.12.009 Farrell, 1957, The measurement of productive efficiency, J. R. Soc. Stat., 120, 253 Francisco, 2008 Golany, 1989, An application procedure for DEA, OMEGA, 17, 237, 10.1016/0305-0483(89)90029-7 Golany, 1999, A data envelopment analysis of the operational efficiency of bank branches, Interfaces, 29, 14, 10.1287/inte.29.3.14 Gonzalez, 2007 Grable, 1998, Investor risk tolerance: testing the efficacy of demographics as differentiating and classifying factors, Financial Counseling Plan., 9, 61 Gutierrez-Niéto, 2007, Microfinance institutions and efficiency, Int. J. Manage. Sci., 35, 131 Gutierrez-Niéto, 2009, Social efficiency in microfinance institutions, J. Oper. Res. Soc., 60, 104, 10.1057/palgrave.jors.2602527 Halkos, 2012, Industry performance evaluation with the use of financial ratios: an application of bootstrapped DEA, Expert Syst. Appl., 39, 5872, 10.1016/j.eswa.2011.11.080 Hamed, 2007, Efficiency drivers and constraints: empirical findings, 126 Hartarska, 2007, Do regulated microfinance institutions achieve better sustainability and outreach? Cross-country evidence, Appl. Econ., 39, 1207, 10.1080/00036840500461840 Hartarska, 2005, Governance and performance of microfinance institutions in Central and Eastern Europe and the Newly Independent States, World Dev., 33, 1627, 10.1016/j.worlddev.2005.06.001 Hayami, 1971 Hermes, 2011, Microfinance: its impact, outreach, and sustainability, World Dev., 39, 875, 10.1016/j.worlddev.2009.10.021 Hermes, 2011, Outreach and efficiency of microfinance institutions, World Dev., 39, 938, 10.1016/j.worlddev.2009.10.018 Hosseinzadeh, 2016, Analyzing the efficiency performance of major Australian mining companies using bootstrap data envelopment analysis, Econ. Modell., 57, 26, 10.1016/j.econmod.2016.04.008 Hudon, 2011, On the efficiency effects of subsidies in microfinance: an empirical inquiry, World Dev., 39, 966, 10.1016/j.worlddev.2009.10.017 Lebovics, 2014 Ledgerwood, 2006 Ledgerwood, 1998 Lee, 2014, Technical efficiency of mainstream airlines and low-cost carriers: new evidence using bootstrap data envelopment analysis truncated regression, J. Air Transp. Manage. xxx, 1 Louis, 2013, Financial efficiency and social impact of microfinance institutions using self-organizing maps, World Dev., 46, 197, 10.1016/j.worlddev.2013.02.006 Manos, 2009, Key issues in assessing the performance of microfinance institutions, Can. J. Dev. Stud., 29, 101 Mitropoulos, 2015, Combining stochastic DEA with Bayesian analysis to obtain statistical properties of the efficiency scores: an application to Greek public hospitals, Eur. J. Oper. Res., 243, 302, 10.1016/j.ejor.2014.11.012 Morduch, 1999, The microfinance promise, J. Econ. Lit., 37, 1569, 10.1257/jel.37.4.1569 Nhung, 2015, Effects of state ownership on companies’ capital structure and profitability: estimation analysis before and after the Lehman shock, J. Asian Econ., 38, 64, 10.1016/j.asieco.2015.04.001 O’Donnell, 2008, Metafrontier frameworks for the study of firm-level efficiencies and technology ratios, Empirical Econ., 34, 231, 10.1007/s00181-007-0119-4 Paradi, 2013, A survey on bank branch efficiency and performance research with data envelopment analysis, Omega, 41, 61, 10.1016/j.omega.2011.08.010 Paradi, 2011, Two-stage evaluation of bank branch efficiency using data envelopment analysis, Omega, 39, 99, 10.1016/j.omega.2010.04.002 Paxton, 2003, A poverty outreach index and its application to microfinance, Econ. Bull., 9, 1 Paxton, 2007, Technical efficiency in a semi-formal financial sector: the case of Mexico, Oxf. Bull. Econ. Stat., 69, 57, 10.1111/j.1468-0084.2007.00466.x Piot-Lepetit, 2014, Financial sustainability and poverty outreach within a network of village banks in Cameroon: a multi-DEA approach, Eur. J. Oper. Res., 234, 319, 10.1016/j.ejor.2013.10.004 Pitt, 1998, The impact of group-based credit programs on poor households in Bangladesh: does the gender of participants matter?, J. Politi. Econ., 106, 958, 10.1086/250037 Robinson, 2001 Schreiner, 2002, Aspects of outreach: a framework for discussion of the social benefits of microfinance, J. Int. Dev., 14, 591, 10.1002/jid.908 Seiford, 1999, Profitability and marketability of the top 55U.S. commercial banks, Manage. Sci., 45, 1270, 10.1287/mnsc.45.9.1270 Seiford, 1999, An investigation of returns to scale in data envelopment analysis, Omega, 27, 1, 10.1016/S0305-0483(98)00025-5 Servin, 2012, Ownership and technical efficiency of microfinance institutions: empirical evidence from Latin America, J. Bank. Finance, 36, 2136, 10.1016/j.jbankfin.2012.03.018 Simar, 1998, Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models, Manage. Sci., 44, 49, 10.1287/mnsc.44.1.49 Simar, 2000, A general methodology for bootstrapping in non-parametric frontier models, J. Appl. Stat., 27, 779, 10.1080/02664760050081951 Simar, 2002, Non-parametric tests of returns to scale, Eur. J. Oper. Res., 139, 115, 10.1016/S0377-2217(01)00167-9 Simar, 2007, Estimation and inference in two-stage: semi-parametric models of production processes, J. Econometr., 136, 31, 10.1016/j.jeconom.2005.07.009 Song, 2013, Bootstrap-DEA analysis of BRICS’ energy efficiency based on small sample data, Appl. Energy, 112, 1049, 10.1016/j.apenergy.2013.02.064 Staub, 2010, Evolution of bank efficiency in Brazil: a DEA approach, Eur. J. Oper. Res., 202, 204, 10.1016/j.ejor.2009.04.025 Strom, 2014, Female leadership, performance, and governance in microfinance institutions, J. Bank. Finance, 42, 60, 10.1016/j.jbankfin.2014.01.014 Van Damme, 2016, Governance and Efficiency of Microfinance Institutions Empirical Evidence from Sri Lanka, South Asia Econ. J., 17, 236, 10.1177/1391561416650102 Vogel, 1984, Savings mobilization: the forgotten half of rural finance Wanke, 2016, Efficiency drivers in Brazilian insurance: a two-stage DEA meta frontier-data mining approach, Econ. Modell., 53, 8, 10.1016/j.econmod.2015.11.005 Wheelock, 2000, Why do banks disappear? The determinants of U.S. bank failures and acquisitions, Rev. Econ. Stat., 82, 127, 10.1162/003465300558560 Widiarto, 2015, Social and financial efficiency of Islamic microfinance institutions: a data envelopment analysis application, Socioecon. Plann. Sci., 50, 1, 10.1016/j.seps.2014.12.001 Wijesiri, 2015, Productivity change of microfinance institutions in Kenya: a bootstrap Malmquist approach, J. Retail. Consum. Serv., 25, 115, 10.1016/j.jretconser.2015.04.004 Wijesiri, 2015, Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach, Econ. Modell., 47, 74, 10.1016/j.econmod.2015.02.016 Wijesiri, 2016, Weathering the storm: ownership structure and performance of microfinance institutions in the wake of the global financial crisis, Econ. Modell., 57, 238, 10.1016/j.econmod.2016.05.011 Wilson, 2008, FEAR: a software package for frontier efficiency analysis with R, Socioecon. Plann. Sci., 42, 247, 10.1016/j.seps.2007.02.001 Yaron, 2007, Is the microfinance industry misleading the public regarding its subsidy dependence?, Savings Dev., 2, 131 Yaron, 2010, Information transparency and agency cost in the microfinance industry: the adequacy of the operational self-Sufficiency index, Rev. Mark. Integr., 2, 87, 10.1177/097492921000200106 Yaron, 1992 Yaron, 1994, What makes rural financial institutions successful?, World Bank Res. Obs., 9, 49, 10.1093/wbro/9.1.49