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Efficiencies of Faith and Secular Microfinance Institutions in Regions of Asia, Africa, and Latin America: A Two-Stage Dual Efficiency Bootstrap DEA Approach

Author

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  • Adithya Kiran Kolloju

    (Department of Management, Information and Production Engineering, University of Bergamo, 24100 Bergamo, Italy)

  • Michele Meoli

    (Department of Management, Information and Production Engineering, CCSE-Cisalpino Institute for Comparative Studies in Europe, University of Bergamo, 24100 Bergamo, Italy)

Abstract

Purpose: the objective is to measure the financial and social performance of 127 microfinance institutions (MFIs) and observe the effects with explanatory factors such as “type”, “geography region”, and “secular and faith” variables. Design/methodology/approach: The time-series performance analysis of microfinance institutions is determined in two stages. In the first stage, both the social and financial efficiencies are measured with Data Envelopment Analysis (DEA) approach. The two explanatory factors along with faith and secular variables show the effect on these determined efficiencies by the second stage of the Tobit regression Random effect Model. Findings: Financial performance is greater than the social performance from the first stage analysis. When considering the explanatory variables, the social performances are not significant with religious factors. When the regression is performed in a group, the financial score is more significant with religious and other explanatory variables. Faith-based and secular-based microfinance institutions are strongly significant if the performances (efficiencies) are highly maintained. Originality/Value: faith and secular variables are identified based on the background/history information of each microfinance institution (MFI).

Suggested Citation

  • Adithya Kiran Kolloju & Michele Meoli, 2022. "Efficiencies of Faith and Secular Microfinance Institutions in Regions of Asia, Africa, and Latin America: A Two-Stage Dual Efficiency Bootstrap DEA Approach," Economies, MDPI, vol. 10(3), pages 1-12, March.
    • Handle: RePEc:gam:jecomi:v:10:y:2022:i:3:p:66-:d:771987
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    References listed on IDEAS

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    1. Isabel Sainz-Fernandez & Begoña Torre-Olmo & Carlos López-Gutiérrez & Sergio Sanfilippo-Azofra, 2018. "Development of the Financial Sector and Growth of Microfinance Institutions: The Moderating Effect of Economic Growth," Sustainability, MDPI, vol. 10(11), pages 1-16, October.
    2. Nargiza Alimukhamedova, 2014. "Contribution of microfinance to economic growth: Transmission channel and the ways to test it," Business and Economic Horizons (BEH), Prague Development Center, vol. 9(4), pages 27-43, January.
    3. Aggarwal, Raj & Goodell, John W. & Selleck, Lauren J., 2015. "Lending to women in microfinance: Role of social trust," International Business Review, Elsevier, vol. 24(1), pages 55-65.
    4. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    5. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    6. Nargiza Alimukhamedova, 2013. "Contribution of microfinance to economic growth: Transmission channel and the ways to test it," Business and Economic Horizons (BEH), Prague Development Center, vol. 9(4), pages 27-43, December.
    7. William W. Cooper & Lawrence M. Seiford & Joe Zhu, 2011. "Data Envelopment Analysis: History, Models, and Interpretations," International Series in Operations Research & Management Science, in: William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), Handbook on Data Envelopment Analysis, chapter 0, pages 1-39, Springer.
    8. Joe Zhu, 2014. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Quantitative Models for Performance Evaluation and Benchmarking, edition 3, chapter 1, pages 1-9, Springer.
    9. Md Aslam Mia & V. G. R. Chandran, 2016. "Measuring Financial and Social Outreach Productivity of Microfinance Institutions in Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(2), pages 505-527, June.
    10. Mersland, Roy & D’Espallier, Bert & Supphellen, Magne, 2013. "The Effects of Religion on Development Efforts: Evidence from the Microfinance Industry and a Research Agenda," World Development, Elsevier, vol. 41(C), pages 145-156.
    11. Hubert Tchakoute Tchuigoua, 2015. "Capital Structure of Microfinance Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 47(3), pages 313-340, June.
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