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Sustainable finance: The role of savings and credit cooperatives in Ecuador
Authors:María Jesús Segovia-Vargas  I. Marta Miranda-García  Freddy Alejandro Oquendo-Torres
Affiliation:1. Department of Financial and Actuarial Economics & Statistics, Complutense University of Madrid, Madrid, Spain;2. Department of Financial Economy and Accounting, Pablo de Olavide University, Seville, Spain
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.
Keywords:machine learning  microcredits  savings and credit cooperatives
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