IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i3p2732-d1055830.html
   My bibliography  Save this article

Mission Efficiency Analysis of For-Profit Microfinance Institutions with Categorical Output Variables

Author

Listed:
  • So Young Sohn

    (Department of Industrial Engineering, Yonsei University, Seoul 03722, Republic of Korea)

  • Yonghan Ju

    (Department of Industrial and Management Engineering, Sun Moon University, Asan 31460, Republic of Korea)

Abstract

The primary objective of microfinance institutions (MFIs) is to provide financial services to low-income clients and underprivileged women. As such, evaluating the efficiency of MFIs should take into account categorical output factors such as outreach and financial intermediation, rather than using the same metrics applied to traditional banks and credit unions. However, under adverse economic situations, one can expect the phenomenon of mission drift of for-profit MFIs such as microfinance banks and credit unions. When a mission drift occurs, MFIs intend to entertain wealthier clients to maximize profits, crowding out the poor ones. This paper empirically examines if such a phenomenon was observed during the global financial crisis period in Latin America and the Caribbean region using categorical Data Envelopment Analysis (DEA) data that have not been considered for the analysis of MFI efficiency. In addition, we conducted two-limit Tobit regression to find significant factors for MFI efficiency. We confirm that for-profit MFIs did not experience mission drift during the adverse economic situation while country, disclosure requirements, institutions’ age, and scale affected the efficiency of the for-profit MFIs. This indicates that for-profit MFIs in Latin America and the Caribbean region performed well in terms of their missions for micro-finance such as outreach, financial intermediation, as well as profit. The financially underprivileged faced a lack of household and business capital under the economic crisis. Based on the results, we conclude that support policies for younger and non-traditional MFIs to help the socially disadvantaged should be actively established for their sustainability in adverse economic situations.

Suggested Citation

  • So Young Sohn & Yonghan Ju, 2023. "Mission Efficiency Analysis of For-Profit Microfinance Institutions with Categorical Output Variables," Sustainability, MDPI, vol. 15(3), pages 1-12, February.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2732-:d:1055830
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/3/2732/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/3/2732/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pitt, Mark M & Khandker, Shahidur R & Cartwright, Jennifer, 2006. "Empowering Women with Micro Finance: Evidence from Bangladesh," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 791-831, July.
    2. John Weiss & Heather Montgomery, 2005. "Great Expectations: Microfinance and Poverty Reduction in Asia and Latin America," Oxford Development Studies, Taylor & Francis Journals, vol. 33(3-4), pages 391-416.
    3. Hartarska, Valentina M., 2005. "Governance and Performance of Microfinance Institutions in Central and Eastern Europe and the Newly Independent States," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24568, European Association of Agricultural Economists.
    4. Ben Bassem, 2008. "Efficiency of Microfinance Institutions in the Mediterranean: An Application of DEA," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 15(2), pages 343-354, September.
    5. Isabelle Piot-Lepetit & Joseph Nzongang, 2021. "Business Analytics for Managing Performance of Microfinance Institutions: A Flexible Management of the Implementation Process," Sustainability, MDPI, vol. 13(9), pages 1-22, April.
    6. Patten, Richard H. & Rosengard, Jay k. & Johnston, Don JR., 2001. "Microfinance Success Amidst Macroeconomic Failure: The Experience of Bank Rakyat Indonesia During the East Asian Crisis," World Development, Elsevier, vol. 29(6), pages 1057-1069, June.
    7. Ester Silva & José Silva Costa, 2006. "Are voters rationally ignorant? An empirical study of Portuguese local elections," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 5(1), pages 31-44, May.
    8. Shahidur R. Khandker, 2005. "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh," The World Bank Economic Review, World Bank, vol. 19(2), pages 263-286.
    9. Hartarska, Valentina, 2005. "Governance and performance of microfinance institutions in Central and Eastern Europe and the Newly Independent States," World Development, Elsevier, vol. 33(10), pages 1627-1643, October.
    10. Leif Atle Beisland & Roy Mersland, 2011. "Do microfinance rating assessments make sense? An analysis of the drivers of the MFI ratings," Working Papers CEB 11-009, ULB -- Universite Libre de Bruxelles.
    11. Po-Chi Chen & Ching-Cheng Chang & Chih-Li Lai, 2014. "Incentive regulation and performance measurement of Taiwan’s incineration plants: an application of the four-stage DEA method," Journal of Productivity Analysis, Springer, vol. 41(2), pages 277-290, April.
    12. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    13. James C. Brau & Gary M. Woller, 2004. "Microfinance: A Comprehensive Review of the Existing Literature," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 9(1), pages 1-28, Spring.
    14. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    15. Isabelle Piot-Lepetit & Joseph Nzongang, 2021. "Business analytics for managing performance of microfinance Institutions: A flexible management of the implementation process," Post-Print hal-03209188, HAL.
    16. Nada Milenković & Boris Radovanov & Branimir Kalaš & Aleksandra Marcikić Horvat, 2022. "External Two Stage DEA Analysis of Bank Efficiency in West Balkan Countries," Sustainability, MDPI, vol. 14(2), pages 1-16, January.
    17. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    18. Beatriz Armendáriz & Ariane Szafarz, 2011. "On Mission Drift in Microfinance Institutions," World Scientific Book Chapters, in: Beatriz Armendáriz & Marc Labie (ed.), The Handbook Of Microfinance, chapter 16, pages 341-366, World Scientific Publishing Co. Pte. Ltd..
    19. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    20. José Baptista & Joaquim Ramalho & J. Vidigal da Silva, 2006. "Understanding the microenterprise sector to design a tailor-made microfinance policy for Cape Verde," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 5(3), pages 225-241, December.
    21. María-Celia López-Penabad & José Manuel Maside-Sanfiz & Juan Torrelles-Manent & Carmen López-Andión, 2021. "Performance Evaluation of Sheltered Workshops. Does Legal Status Matter?," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
    22. Faisal Mustafa & Ambreen Khursheed & Maham Fatima, 2018. "Impact of global financial crunch on financially innovative microfinance institutions in South Asia," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-11, December.
    23. Roger Carrington & Nara Puthucheary & Deirdre Rose & Suthathip Yaisawarng, 1997. "Performance Measurement in Government Service Provision: The Case of Police Services in New South Wales," Journal of Productivity Analysis, Springer, vol. 8(4), pages 415-430, November.
    24. José Antonio Ocampo, 2009. "Latin America and the global financial crisis," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 703-724, July.
    25. Rajiv D. Banker & Richard C. Morey, 1986. "The Use of Categorical Variables in Data Envelopment Analysis," Management Science, INFORMS, vol. 32(12), pages 1613-1627, December.
    26. Claudia Curi & Paolo Guarda & Ana Lozano-Vivas & Valentin Zelenyuk, 2013. "Is foreign-bank efficiency in financial centers driven by home or host country characteristics?," Journal of Productivity Analysis, Springer, vol. 40(3), pages 367-385, December.
    27. Ghosh, Suman & Van Tassel, Eric, 2011. "Microfinance and competition for external funding," Economics Letters, Elsevier, vol. 112(2), pages 168-170, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Stephen Morse, 2024. "Giving and Receiving: Faith and the Sustainability of Institutions Providing Microfinance Services for Development," Sustainability, MDPI, vol. 16(5), pages 1-23, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Simon Zaby, 2019. "Science Mapping of the Global Knowledge Base on Microfinance: Influential Authors and Documents, 1989–2019," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    2. Gutiérrez-Nieto, Begoña & Serrano-Cinca, Carlos, 2019. "20 years of research in microfinance: An information management approach," International Journal of Information Management, Elsevier, vol. 47(C), pages 183-197.
    3. Icíar García-Pérez & María Ángeles Fernández-Izquierdo & María Jesús Muñoz-Torres, 2020. "Microfinance Institutions Fostering Sustainable Development by Region," Sustainability, MDPI, vol. 12(7), pages 1-23, March.
    4. Janda, Karel & Zetek, Pavel, 2014. "Mikrofinanční Revoluce: Aktuální Kontroverze A Výzvy [Microfinance Revolution: Recent Controversies And Challenges]," MPRA Paper 54098, University Library of Munich, Germany.
    5. Niels Hermes & Marek Hudon, 2018. "Determinants Of The Performance Of Microfinance Institutions: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1483-1513, December.
    6. Sefa Awaworyi Churchill & Jeffrey Korankye Danso & Elikem Nyatefe, 2018. "Microfinance Institution Performance: Does the Macroeconomy Matter?," Economic Papers, The Economic Society of Australia, vol. 37(4), pages 429-442, December.
    7. João Paulo Coelho Ribeiro & Fábio Duarte & Ana Paula Matias Gama, 2022. "Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-35, December.
    8. Janda, Karel & Zetek, Pavel, 2014. "Survey of Microfinance Controversies and Challenges," MPRA Paper 56657, University Library of Munich, Germany.
    9. Simon Cornée & Gervais Thenet, 2016. "Efficience des institutions de microfinance en Bolivie et au Pérou:une approche data envelopment analysis en deux étapes," Revue Finance Contrôle Stratégie, revues.org, vol. 19(1), pages 65-91, March.
    10. Agier, Isabelle & Szafarz, Ariane, 2013. "Microfinance and Gender: Is There a Glass Ceiling on Loan Size?," World Development, Elsevier, vol. 42(C), pages 165-181.
    11. Karel Janda & Pavel Zetek, 2015. "Mikrofinanční revoluce: kontroverze a výzvy [Microfinance Revolution: Controversies and Challenges]," Politická ekonomie, Prague University of Economics and Business, vol. 2015(1), pages 108-130.
    12. Hermes, Cornelis & Hudon, M., 2018. "Determinants of the Performance of Microfinance Institutions: A Systematic Review," Research Report 2018008, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    13. Ahmad, Syedah & Lensink, Robert & Mueller, Annika, 2020. "The double bottom line of microfinance: A global comparison between conventional and Islamic microfinance," World Development, Elsevier, vol. 136(C).
    14. Wijesiri, Mahinda & Yaron, Jacob & Meoli, Michele, 2017. "Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter?," Journal of Multinational Financial Management, Elsevier, vol. 40(C), pages 63-76.
    15. Hossain, Shahadat & Galbreath, Jeremy & Hasan, Mostafa Monzur & Randøy, Trond, 2020. "Does competition enhance the double-bottom-line performance of microfinance institutions?," Journal of Banking & Finance, Elsevier, vol. 113(C).
    16. Widiarto, Indra & Emrouznejad, Ali, 2015. "Social and financial efficiency of Islamic microfinance institutions: A Data Envelopment Analysis application," Socio-Economic Planning Sciences, Elsevier, vol. 50(C), pages 1-17.
    17. Bos, Jaap W.B. & Millone, Matteo, 2015. "Practice What You Preach: Microfinance Business Models and Operational Efficiency," World Development, Elsevier, vol. 70(C), pages 28-42.
    18. Labie, Marc & Méon, Pierre-Guillaume & Mersland, Roy & Szafarz, Ariane, 2015. "Discrimination by microcredit officers: Theory and evidence on disability in Uganda," The Quarterly Review of Economics and Finance, Elsevier, vol. 58(C), pages 44-55.
    19. Chliova, Myrto & Brinckmann, Jan & Rosenbusch, Nina, 2015. "Is microcredit a blessing for the poor? A meta-analysis examining development outcomes and contextual considerations," Journal of Business Venturing, Elsevier, vol. 30(3), pages 467-487.
    20. Barry, Thierno Amadou & Tacneng, Ruth, 2014. "The Impact of Governance and Institutional Quality on MFI Outreach and Financial Performance in Sub-Saharan Africa," World Development, Elsevier, vol. 58(C), pages 1-20.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2732-:d:1055830. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.