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Achieving Double Bottom-Line Performance in Hybrid Organisations: A Machine-Learning Approach

Author

Listed:
  • Eline Auwera

    (K.U. Leuven)

  • Bert D’Espallier

    (K.U. Leuven)

  • Roy Mersland

    (University of Agder)

Abstract

Drawing on a global sample of microfinance institutions (MFIs), this paper offers insights into the trade-off versus synergy debate of adopting multiple institutional goals in hybrid organisations. Additionally, it unravels which organisation- and country-specific determinants associate with top joint performance using machine-learning techniques. We find that the synergy versus trade-off debate is not dichotomous. Rather, MFIs can be strong both socially and financially but not while charging low interest rates. In our sample, 17% of MFIs serve a low-income clientele in need with a diverse range of services while remaining financially sustainable and ask a close-to-average interest rate. These organisations are larger and more mature as well as financially prudent in that they minimize both financial and credit risk. Moreover, they are located in countries where their services can create larger benefits regarding their underlying goals.

Suggested Citation

  • Eline Auwera & Bert D’Espallier & Roy Mersland, 2024. "Achieving Double Bottom-Line Performance in Hybrid Organisations: A Machine-Learning Approach," Journal of Business Ethics, Springer, vol. 190(3), pages 625-647, March.
    • Handle: RePEc:kap:jbuset:v:190:y:2024:i:3:d:10.1007_s10551-023-05410-3
    DOI: 10.1007/s10551-023-05410-3
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    1. Emma Gilberthorpe & Dorice Agol & Thomas Gegg, 2016. "‘Sustainable Mining’? Corporate Social Responsibility, Migration and Livelihood Choices in Zambia," Journal of Development Studies, Taylor & Francis Journals, vol. 52(11), pages 1517-1532, November.
    2. F. Murtagh & M. Hernández-Pajares, 1995. "The Kohonen self-organizing map method: An assessment," Journal of Classification, Springer;The Classification Society, vol. 12(2), pages 165-190, September.
    3. Namrata Gupta & Anita Mirchandani, 2020. "Corporate governance and performance of microfinance institutions: recent global evidences," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(2), pages 307-326, June.
    4. 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.
    5. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    6. Shakil Quayes, 2012. "Depth of outreach and financial sustainability of microfinance institutions," Applied Economics, Taylor & Francis Journals, vol. 44(26), pages 3421-3433, September.
    7. D'Espallier, Bert & Guérin, Isabelle & Mersland, Roy, 2011. "Women and Repayment in Microfinance: A Global Analysis," World Development, Elsevier, vol. 39(5), pages 758-772, May.
    8. Valentina Hartarska & Christopher F. Parmeter & Denis Nadolnyak & Beibei Zhu, 2010. "Economies Of Scope For Microfinance: Differences Across Output Measures," Pacific Economic Review, Wiley Blackwell, vol. 15(4), pages 464-481, October.
    9. Philip Baird & Pinar Geylani & Jeffrey Roberts, 2012. "Corporate Social and Financial Performance Re-Examined: Industry Effects in a Linear Mixed Model Analysis," Journal of Business Ethics, Springer, vol. 109(3), pages 367-388, September.
    10. Beatriz Armendáriz & Jonathan Morduch, 2010. "The Economics of Microfinance, Second Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262014106, December.
    11. Royston Greenwood & Amalia Magán Díaz & Stan Xiao Li & José Céspedes Lorente, 2010. "The Multiplicity of Institutional Logics and the Heterogeneity of Organizational Responses," Organization Science, INFORMS, vol. 21(2), pages 521-539, April.
    12. Robert Cull & Asli Demirguç-Kunt & Jonathan Morduch, 2007. "Financial performance and outreach: a global analysis of leading microbanks," Economic Journal, Royal Economic Society, vol. 117(517), pages 107-133, February.
    13. Mersland, Roy, 2009. "The Cost of Ownership in Microfinance Organizations," World Development, Elsevier, vol. 37(2), pages 469-478, February.
    14. 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.
    15. Friedman, Jerome H., 2002. "Stochastic gradient boosting," Computational Statistics & Data Analysis, Elsevier, vol. 38(4), pages 367-378, February.
    16. Hollis, Aidan & Sweetman, Arthur, 1998. "Microcredit: What can we learn from the past?," World Development, Elsevier, vol. 26(10), pages 1875-1891, October.
    17. Craig McIntosh & Alain Janvry & Elisabeth Sadoulet, 2005. "How Rising Competition Among Microfinance Institutions Affects Incumbent Lenders," Economic Journal, Royal Economic Society, vol. 115(506), pages 987-1004, October.
    18. Hudon, Marek & Sandberg, Joakim, 2013. "The Ethical Crisis in Microfinance: Issues, Findings, and Implications," Business Ethics Quarterly, Cambridge University Press, vol. 23(4), pages 561-589, October.
    19. Patrick Reichert, 2018. "A meta-analysis examining the nature of trade-offs in microfinance," Oxford Development Studies, Taylor & Francis Journals, vol. 46(3), pages 430-452, July.
    20. Scherer, Andreas Georg & Palazzo, Guido & Matten, Dirk, 2009. "Introduction to the Special Issue: Globalization as a Challenge for Business Responsibilities," Business Ethics Quarterly, Cambridge University Press, vol. 19(3), pages 327-347, July.
    21. Ashim Kumar Kar, 2012. "Does capital and financing structure have any relevance to the performance of microfinance institutions?," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(3), pages 329-348, March.
    22. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    23. Luminita Postelnicu & Niels Hermes, 2018. "Microfinance Performance and Social Capital: A Cross-Country Analysis," Journal of Business Ethics, Springer, vol. 153(2), pages 427-445, December.
    24. Golesorkhi, Sougand & Mersland, Roy & Piekkari, Rebecca & Pishchulov, Grigory & Randøy, Trond, 2019. "The effect of language use on the financial performance of microfinance banks: Evidence from cross-border activities in 74 countries," Journal of World Business, Elsevier, vol. 54(3), pages 213-229.
    25. Gary Dushnitsky & Evila Piva & Cristina Rossi‐Lamastra, 2022. "Investigating the mix of strategic choices and performance of transaction platforms: Evidence from the crowdfunding setting," Strategic Management Journal, Wiley Blackwell, vol. 43(3), pages 563-598, March.
    26. Isabelle Guérin & Marc Roesch & Govidan Venkatasubramanian & Bert D'Espallier, 2012. "Credit from whom and for what? The diversity of borrowing sources and uses in rural southern India," Journal of International Development, John Wiley & Sons, Ltd., vol. 24, pages 122-137, January.
    27. Dehejia, Rajeev & Montgomery, Heather & Morduch, Jonathan, 2012. "Do interest rates matter? Credit demand in the Dhaka slums," Journal of Development Economics, Elsevier, vol. 97(2), pages 437-449.
    28. Atthaphon Mumi & George Joseph & Shakil Quayes, 2020. "Organizational and legal institutions, and the performance of microfinance institutions as hybrid entities," Journal of Accounting & Organizational Change, Emerald Group Publishing Limited, vol. 16(3), pages 285-309, June.
    29. Mersland, Roy & Øystein Strøm, R., 2009. "Performance and governance in microfinance institutions," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 662-669, April.
    30. Leif Atle Beisland & Bert D’Espallier & Roy Mersland, 2019. "The Commercialization of the Microfinance Industry: Is There a ‘Personal Mission Drift’ Among Credit Officers?," Journal of Business Ethics, Springer, vol. 158(1), pages 119-134, August.
    31. Subrata Chakrabarty & A. Bass, 2014. "Institutionalizing Ethics in Institutional Voids: Building Positive Ethical Strength to Serve Women Microfinance Borrowers in Negative Contexts," Journal of Business Ethics, Springer, vol. 119(4), pages 529-542, February.
    32. Tyler Wry & Eric Yanfei Zhao, 2018. "Taking Trade-offs Seriously: Examining the Contextually Contingent Relationship Between Social Outreach Intensity and Financial Sustainability in Global Microfinance," Organization Science, INFORMS, vol. 29(3), pages 507-528, June.
    33. Hermes, Niels & Lensink, Robert, 2011. "Microfinance: Its Impact, Outreach, and Sustainability," World Development, Elsevier, vol. 39(6), pages 875-881, June.
    34. Smith, Wendy K. & Gonin, Michael & Besharov, Marya L., 2013. "Managing Social-Business Tensions: A Review and Research Agenda for Social Enterprise," Business Ethics Quarterly, Cambridge University Press, vol. 23(3), pages 407-442, July.
    35. Roy Mersland & Reidar Øystein Strøm, 2008. "Performance and trade-offs in Microfinance Organisations-does ownership matter?," Journal of International Development, John Wiley & Sons, Ltd., vol. 20(5), pages 598-612.
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