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Sustainable finance: The role of savings and credit cooperatives in Ecuador

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  • María Jesús Segovia‐Vargas
  • I. Marta Miranda‐García
  • Freddy Alejandro Oquendo‐Torres

Abstract

The current world situation leads us to consider that sustainable development needs to be a global priority to ensure the future of the planet and improve the quality of life. There is a need for sustainable finance to support this. Savings and credit cooperatives could help to achieve this impact as they serve the microfinance and microlending market. They facilitate the financial inclusion of the most vulnerable people, most of whom live in rural areas and are members of organizations, such as agricultural cooperatives and associations. Previous studies have focused exclusively on overall profitability, so this paper contributes to extending the literature by analyzing the whole population of savings and credit cooperatives in Ecuador (510 institutions), focusing on their profitability in two ways: the overall profitability necessary for the viability of the business and, in addition, the microcredit portfolio profitability, as a specific measure of its contribution to sustainability and social value creation. Another novelty is that the analysis has been carried out using several machine learning techniques for the wider generalization of the results. These show that size is the most relevant variable for predicting the ROE and that the microcredit portfolio profitability is conditioned by the credit variables.

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  • María Jesús Segovia‐Vargas & I. Marta Miranda‐García & Freddy Alejandro Oquendo‐Torres, 2023. "Sustainable finance: The role of savings and credit cooperatives in Ecuador," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 951-980, September.
  • Handle: RePEc:bla:annpce:v:94:y:2023:i:3:p:951-980
    DOI: 10.1111/apce.12428
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    1. John Goddard & John O. S. Wilson, 2005. "US Credit Unions: An Empirical Investigation of Size, Age and Growth," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 76(3), pages 375-406, September.
    2. Ignacio BRETOS & Carmen MARCUELLO, 2017. "Revisiting Globalization Challenges And Opportunities In The Development Of Cooperatives," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 88(1), pages 47-73, March.
    3. Pier Angelo MORI, 2014. "Community And Cooperation: The Evolution Of Cooperatives Towards New Models Of Citizens' Democratic Participation In Public Services Provision," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 85(3), pages 327-352, September.
    4. Erkki K. Laitinen & Oliver Lukason, 2014. "Do firm failure processes differ across countries: evidence from Finland and Estonia," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 15(5), pages 810-832, November.
    5. Antonio Carlos MERCER & Angela PÓVOA & Pedro PICCOLI, 2019. "Credit Union Member Group Domination Under High Interest Rate Environments," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(3), pages 555-571, September.
    6. Balcaen, Sofie & Ooghe, Hubert, 2006. "35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems," The British Accounting Review, Elsevier, vol. 38(1), pages 63-93.
    7. Parisa Golbayani & Ionuc{t} Florescu & Rupak Chatterjee, 2020. "A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees," Papers 2007.06617, arXiv.org.
    8. MAREK HUDON & BENJAMIN HUYBRECHTS & Anaïs PÉRILLEUX & Marthe NYSSENS, 2017. "Understanding Cooperative Finance As A New Common," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 88(2), pages 155-177, June.
    9. Saulo Cardoso Maia & Gideon Carvalho Benedicto & José Willer Prado & David Alastair Robb & Oscar Neto Almeida Bispo & Mozar José Brito, 2019. "Mapping the literature on credit unions: a bibliometric investigation grounded in Scopus and Web of Science," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(3), pages 929-960, September.
    10. Felipe Arias Fogliano de Souza Cunha & Erick Meira & Renato J. Orsato, 2021. "Sustainable finance and investment: Review and research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3821-3838, December.
    11. Camelia Burja Decemrie, 2011. "Factors Influencing The Companies' Profitability," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 2(13), pages 1-3.
    12. Innocent BAYAI & Sylvanus IKHIDE, 2018. "FINANCING STRUCTURE AND FINANCIAL SUSTAINABILITY OF SELECTED SADC MICROFINANCE INSTITUTIONS (MFIs)," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 89(4), pages 665-696, December.
    13. Maria Bastida & Alberto Vaquero García & Luisa Helena Pinto & Ana Olveira Blanco, 2022. "Motivational drivers to choose worker cooperatives as an entrepreneurial alternative: evidence from Spain," Small Business Economics, Springer, vol. 58(3), pages 1609-1626, March.
    14. Eman Almehdawe & Saqib Khan & Manish Lamsal & Angèle Poirier, 2020. "Factors affecting Canadian credit unions' financial performance," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 81(1), pages 51-75, June.
    15. Simon Cornée & Anastasia Cozarenco & Ariane Szafarz, 2023. "The Changing Role of Banks in the Financial System: Social Versus Conventional Banks," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Chrysovalantis Gaganis & Fotios Pasiouras & Menelaos Tasiou & Constantin Zopounidis (ed.), Sustainable Finance and ESG, pages 1-25, Palgrave Macmillan.
    16. Donal G. McKillop & John O.S. Wilson, 2015. "Credit Unions as Cooperative Institutions: Distinctiveness, Performance and Prospects," Social and Environmental Accountability Journal, Taylor & Francis Journals, vol. 35(2), pages 96-112, September.
    17. 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.
    18. Julia HÖHLER & Rainer KÜHL, 2018. "Dimensions Of Member Heterogeneity In Cooperatives And Their Impact On Organization – A Literature Review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 89(4), pages 697-712, December.
    19. Friedman, Jerome H., 2002. "Stochastic gradient boosting," Computational Statistics & Data Analysis, Elsevier, vol. 38(4), pages 367-378, February.
    20. Marco Migliorelli, 2021. "What Do We Mean by Sustainable Finance? Assessing Existing Frameworks and Policy Risks," Post-Print hal-03476960, HAL.
    21. Hernandez Tinoco, Mario & Wilson, Nick, 2013. "Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 394-419.
    22. Julia Meyer, 2019. "Outreach and performance of microfinance institutions: the importance of portfolio yield," Applied Economics, Taylor & Francis Journals, vol. 51(27), pages 2945-2962, June.
    23. Sunghye Moon & Sang-ho Lee, 2020. "A Strategy for Sustainable Development of Cooperatives in Developing Countries: The Success and Failure Case of Agricultural Cooperatives in Musambira Sector, Rwanda," Sustainability, MDPI, vol. 12(20), pages 1-24, October.
    24. Nyankomo Marwa & Meshach Aziakpono, 2015. "Financial sustainability of Tanzanian saving and credit cooperatives," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(10), pages 870-887, October.
    25. MAREK HUDON & BENJAMIN HUYBRECHTS & Marek HUDON & Benjamin HUYBRECHTS, 2017. "From Distant Neighbours To Bedmates: Exploring The Synergies Between The Social Economy And Sustainable Development," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 88(2), pages 141-154, June.
    26. McKillop, Donal & French, Declan & Quinn, Barry & Sobiech, Anna L. & Wilson, John O.S., 2020. "Cooperative financial institutions: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 71(C).
    27. Michael Adusei & Ngozi Adeleye & Anthony Okafor, 2021. "Drivers of credit union penetration: An international analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(3), pages 710-723, April.
    28. Carmen GUZMAN & Francisco J. SANTOS & María de la O BARROSO, 2020. "Cooperative Essence And Entrepreneurial Quality: A Comparative Contextual Analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 91(1), pages 95-118, March.
    29. Sonja Novkovic, 2022. "Cooperative identity as a yardstick for transformative change," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(2), pages 313-336, June.
    30. Ivana Catturani & Ragupathy Venkatachalam, 2014. "Optimal Interest Rates in Cooperative Banks with Non-member Customers," Journal of Entrepreneurial and Organizational Diversity, European Research Institute on Cooperative and Social Enterprises, vol. 3(1), pages 181-199, June.
    31. Nikos Kalogeras & Joost M.E. Pennings & Ivo. A. van der Lans & Philip Garcia & Gert van Dijk, 2009. "Understanding heterogeneous preferences of cooperative members," Agribusiness, John Wiley & Sons, Ltd., vol. 25(1), pages 90-111.
    32. Ren, Yi-Shuai & Ma, Chao-Qun & Chen, Xun-Qi & Lei, Yu-Tian & Wang, Yi-Ran, 2023. "Sustainable finance and blockchain: A systematic review and research agenda," Research in International Business and Finance, Elsevier, vol. 64(C).
    33. Golbayani, Parisa & Florescu, Ionuţ & Chatterjee, Rupak, 2020. "A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    34. Marco Migliorelli, 2021. "What Do We Mean by Sustainable Finance? Assessing Existing Frameworks and Policy Risks," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    35. Jordan van Rijn & Shuwei Zeng & Brent Hueth, 2023. "Do credit unions have distinct objectives? Evidence from executive compensation structures," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(1), pages 5-38, March.
    36. Worthington, Andrew C., 2004. "Determinants of merger and acquisition activity in Australian cooperative deposit-taking institutions," Journal of Business Research, Elsevier, vol. 57(1), pages 47-57, January.
    37. Luisa A. Unda & Kamran Ahmed & Paul R. Mather, 2019. "Board characteristics and credit‐union performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(4), pages 2735-2764, December.
    38. Nyankomo Marwa & Meshach Aziakpono, 2015. "Financial sustainability of Tanzanian saving and credit cooperatives," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(10), pages 870-887, October.
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