Delving into the Determinants of Default Risk in Savings Groups: Empirical Evidence from Ecuador.

Pilar López-Sánchez, Elena Urquía-Grande, Cristina Del Campo, Andrés L Cancer
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引用次数: 2

Abstract

Financial inclusion has been broadly recognized as critical in alleviating poverty and achieving inclusive economic growth. The capability of borrowers to repay their microcredit loans is a critical concern and is the first risk of Microfinance institutions sustainability. Exploring the determinants of credit risk is an issue of substantial importance in microfinance. The purpose of this research was to identify the savings group members' characteristics that have impact on default risk. We have used a multivariate regression model to identify the factors that affect default behaviour among microcredit borrowers from savings groups. We have analysed a sample of more than different 400 Savings Groups and 7251 active users of the "Saving and Learning" program in Ecuador. Empirical results demonstrated that factors such as seniority, accumulated savings and the number of members in the savings groups are determinant variables of default risk. The significant positive sign on variable "Gender" is consistent with the previous authors that indicate that the probability of having problems in loan repayment is higher for males than for females. The generalizability of our findings should, of course, be interpreted with caution, as they may be idiosyncratic of the sample, period or region. To contrast and contextualize these results, we had in-depth discussions with the Savinco managers and their field agent in Ecuador. There are many contributions. For practitioners, relevant factors that can affect savings groups default rates have been identified. For academics, the rich information provided by the Savinco mobile App could be a starting point for further quantitative research.

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储蓄群体违约风险的决定因素研究:来自厄瓜多尔的实证证据。
普惠金融已被广泛认为是减轻贫困和实现包容性经济增长的关键。借款人偿还小额信贷贷款的能力是一个关键问题,也是小额信贷机构可持续性的首要风险。探索信贷风险的决定因素是小额信贷中一个非常重要的问题。本研究的目的是找出储蓄团体成员的特征对违约风险的影响。我们使用多元回归模型来确定影响储蓄群体小额信贷借款人违约行为的因素。我们分析了厄瓜多尔400多个不同的储蓄团体和7251名“储蓄与学习”计划的活跃用户的样本。实证结果表明,年资、累计储蓄、储蓄群体成员数量等因素是违约风险的决定变量。变量“性别”的显著正信号与之前的作者一致,表明男性在偿还贷款方面出现问题的可能性高于女性。当然,我们的研究结果的普遍性应该谨慎解释,因为它们可能是样本、时期或地区的特质。为了对这些结果进行对比和背景分析,我们与Savinco的管理人员及其在厄瓜多尔的现场代理商进行了深入的讨论。有很多贡献。对于从业者来说,可以影响储蓄组违约率的相关因素已经确定。对于学者来说,Savinco移动应用程序提供的丰富信息可以成为进一步定量研究的起点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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