IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i9p4882-d544085.html
   My bibliography  Save this article

Business Analytics for Managing Performance of Microfinance Institutions: A Flexible Management of the Implementation Process

Author

Listed:
  • Isabelle Piot-Lepetit

    (Montpellier Interdisciplinary Center on Sustainable Agri-Food Systems-Social and Nutritional Sciences, National Research Institute for Agriculture, Food and Environment, University of Montpellier, 34000 Montpellier, France)

  • Joseph Nzongang

    (CERME (Centre d’Etudes et de Recherche en Management et Economie), Faculty of Economics and Management, University of Dschang, Dschang, Cameroon)

Abstract

Microfinance institutions are social enterprises that focus on the provision of financial services to poor populations excluded from the conventional banking system. These organizations face a double-bottom line, dealing simultaneously with a financial and social objective. The challenge of putting it into action is great, especially when there is a need to involve all stakeholders and to replicate the experience to new communities. One way to sustain both financial performance and social impacts is to develop a business analytics solution aiming at measuring and expanding social impacts in a financially sustainable way. This paper describes main elements to be considered, in particular the organizational context, the development process, and implementation issues that would facilitate or impede the deployment of a business analytics initiative in practice. Finally, two main components of the implementation process are specifically pointed out: a behavioral fit of the business analytics solution to the cultural context of the organization, and the country where it is deployed, and a flexible commitment in the management of the business analytics initiative implementation.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:4882-:d:544085
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/9/4882/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/9/4882/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kao, Chiang, 2013. "Dynamic data envelopment analysis: A relational analysis," European Journal of Operational Research, Elsevier, vol. 227(2), pages 325-330.
    2. Donthu, Naveen & Hershberger, Edmund K. & Osmonbekov, Talai, 2005. "Benchmarking marketing productivity using data envelopment analysis," Journal of Business Research, Elsevier, vol. 58(11), pages 1474-1482, November.
    3. Isabelle Piot-Lepetit & Joseph Nzongang, 2014. "Financial sustainability and poverty outreach within a network of village banks in Cameroon: A multi DEA approach," Post-Print hal-02639487, HAL.
    4. Ranyard, J.C. & Fildes, R. & Hu, Tun-I, 2015. "Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement," European Journal of Operational Research, Elsevier, vol. 245(1), pages 1-13.
    5. Pablo Solórzano-Taborga & Ana Belén Alonso-Conde & Javier Rojo-Suárez, 2020. "Data Envelopment Analysis and Multifactor Asset Pricing Models," IJFS, MDPI, vol. 8(2), pages 1-18, April.
    6. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    7. Mark Schreiner, 2002. "Aspects of outreach: a framework for discussion of the social benefits of microfinance," Journal of International Development, John Wiley & Sons, Ltd., vol. 14(5), pages 591-603.
    8. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    9. Michael Yearworth & Sarah E. Cornell, 2016. "Contested Modelling: a Critical Examination of Expert Modelling in Sustainability," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(1), pages 45-63, January.
    10. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    11. Isabelle Piot-Lepetit & Joseph Nzongang, 2019. "Performance assessment and definition of improvement paths for microfinance institutions: An application to a network of village banks in Cameroon," Post-Print hal-02619461, HAL.
    12. Niels Hermes & Robert Lensink, 2007. "The empirics of microfinance: what do we know?," Economic Journal, Royal Economic Society, vol. 117(517), pages 1-10, February.
    13. Seelos, Christian & Mair, Johanna, 2005. "Social entrepreneurship: Creating new business models to serve the poor," Business Horizons, Elsevier, vol. 48(3), pages 241-246.
    14. B Gutiérrez-Nieto & C Serrano-Cinca & C Mar Molinero, 2009. "Social efficiency in microfinance institutions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 104-119, January.
    15. Morduch, Jonathan, 2000. "The Microfinance Schism," World Development, Elsevier, vol. 28(4), pages 617-629, April.
    16. Martin Eling, 2006. "Performance measurement of hedge funds using data envelopment analysis," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 20(4), pages 442-471, December.
    17. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    18. Isabelle Piot-Lepetit & Joseph Nzongang, 2017. "Assessing financial and social performance of microfinance institutions over time: The case of the MC² network in Cameroon," Post-Print hal-02785151, HAL.
    19. Piot-Lepetit, Isabelle & Nzongang, Joseph, 2014. "Financial sustainability and poverty outreach within a network of village banks in Cameroon: A multi-DEA approach," European Journal of Operational Research, Elsevier, vol. 234(1), pages 319-330.
    20. Zeller, Manfred & Meyer, Richard L., 2002. "The triangle of microfinance: financial sustainability, outreach, and impact," Food policy statements 40, International Food Policy Research Institute (IFPRI).
    21. Premachandra, I.M. & Zhu, Joe & Watson, John & Galagedera, Don U.A., 2012. "Best-performing US mutual fund families from 1993 to 2008: Evidence from a novel two-stage DEA model for efficiency decomposition," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3302-3317.
    22. Yaron, Jacob, 1994. "What Makes Rural Finance Institutions Successful?," The World Bank Research Observer, World Bank, vol. 9(1), pages 49-70, January.
    23. Hunter, William C & Timme, Stephen G, 1995. "Core Deposits and Physical Capital: A Reexamination of Bank Scale Economies and Efficiency with Quasi-Fixed Inputs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 165-185, February.
    24. Matthew J. Liberatore & Wenhong Luo, 2010. "The Analytics Movement: Implications for Operations Research," Interfaces, INFORMS, vol. 40(4), pages 313-324, August.
    25. Luoma, Jukka, 2016. "Model-based organizational decision making: A behavioral lens," European Journal of Operational Research, Elsevier, vol. 249(3), pages 816-826.
    26. Banker, Rajiv D. & Chang, Hsihui & Lee, Seok-Young, 2010. "Differential impact of Korean banking system reforms on bank productivity," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1450-1460, July.
    27. Mortenson, Michael J. & Doherty, Neil F. & Robinson, Stewart, 2015. "Operational research from Taylorism to Terabytes: A research agenda for the analytics age," European Journal of Operational Research, Elsevier, vol. 241(3), pages 583-595.
    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. Youtang Zhang & Eshetu Yesuf Ayele, 2022. "Factors Affecting Small and Micro Enterprise Performance with the Mediating Effect of Government Support: Evidence from the Amhara Region Ethiopia," Sustainability, MDPI, vol. 14(11), pages 1-20, June.
    2. Martin Potančok & Jan Pour & Wui Ip, 2021. "Factors Influencing Business Analytics Solutions and Views on Business Problems," Data, MDPI, vol. 6(8), pages 1-12, August.
    3. 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.

    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. 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.
    2. Piot-Lepetit, Isabelle & Nzongang, Joseph, 2014. "Financial sustainability and poverty outreach within a network of village banks in Cameroon: A multi-DEA approach," European Journal of Operational Research, Elsevier, vol. 234(1), pages 319-330.
    3. Isabelle Piot-Lepetit & Joseph Nzongang, 2019. "Performance assessment and definition of improvement paths for microfinance institutions: An application to a network of village banks in Cameroon," Post-Print hal-02619461, HAL.
    4. Isabelle Piot-Lepetit, 2018. "Sustaining performance in turbulent times: Identifying, developing, and expanding core activities," Post-Print hal-01935634, HAL.
    5. Wijesiri, Mahinda & Viganò, Laura & Meoli, Michele, 2015. "Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach," Economic Modelling, Elsevier, vol. 47(C), pages 74-83.
    6. Fall, François & Akim, Al-mouksit & Wassongma, Harouna, 2018. "DEA and SFA research on the efficiency of microfinance institutions: A meta-analysis," World Development, Elsevier, vol. 107(C), pages 176-188.
    7. 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.
    8. 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.
    9. Maxime LEBOVICS & Niels HERMES & Marek HUDON, 2016. "Are Financial And Social Efficiency Mutually Exclusive? A Case Study Of Vietnamese Microfinance Institutions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 87(1), pages 55-77, December.
    10. 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.
    11. 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).
    12. Wijesiri, Mahinda & Yaron, Jacob & Meoli, Michele, 2015. "Performance of microfinance institutions in achieving the poverty outreach and financial sustainability: When age and size matter?," MPRA Paper 69821, University Library of Munich, Germany.
    13. Holod, Dmytro & Lewis, Herbert F., 2011. "Resolving the deposit dilemma: A new DEA bank efficiency model," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2801-2810, November.
    14. Md Aslam Mia & Lucia Dalla Pellegrina & Cheng Zhang & Sunil Sangwan, 2022. "Efficiency Wage and Productivity in the Indian Microfinance Industry: A Panel Evidence," IIM Kozhikode Society & Management Review, , vol. 11(2), pages 235-252, July.
    15. 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.
    16. Wijesiri, Mahinda & Meoli, Michele, 2015. "Productivity change of microfinance institutions in Kenya: A bootstrap Malmquist approach," Journal of Retailing and Consumer Services, Elsevier, vol. 25(C), pages 115-121.
    17. Tortosa-Ausina, Emili, 2003. "Nontraditional activities and bank efficiency revisited: a distributional analysis for Spanish financial institutions," Journal of Economics and Business, Elsevier, vol. 55(4), pages 371-395.
    18. Fall, F.S. & Tchakoute Tchuigoua, H. & Vanhems, A. & Simar, L., 2021. "Gender effect on microfinance social efficiency: A robust nonparametric approach," European Journal of Operational Research, Elsevier, vol. 295(2), pages 744-757.
    19. Patrick Van Damme & Mahinda Wijesiri & Michele Meoli, 2016. "Governance and Efficiency of Microfinance Institutions," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 17(2), pages 236-247, September.
    20. Girma Jirata Duguma & Jiqin Han, 2018. "Effect of Deposit Mobilization on the Financial Sustainability of Rural Saving and Credit Cooperatives: Evidence from Ethiopia," Sustainability, MDPI, vol. 10(10), pages 1-23, September.

    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:13:y:2021:i:9:p:4882-:d:544085. 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.