贷款人员特征与贷款违约率对众筹批准的交互效应

Wilfred Felix Kavishe, NsubiliIsaga Pascal Ndaki, Daudi Pascal Ndaki
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引用次数: 0

摘要

在发展中经济体中,小额信贷机构(MFI)的工作人员会对亲社会众筹活动的贷款进行筛选。然而,贷款人员的筛选决定受到贷款人员违约率的影响,因此贷款人员很可能将重点放在较好的借款人身上。然而,众筹的出现是为了向不太可能满足贷款筛选要求的创业者提供资金。因此,本研究考察了贷款人员特征和贷款违约对众筹审批的交互影响。我们使用有序逻辑回归法,对从最大的亲社会众筹平台 Kiva 作为实地合作伙伴注册的小额信贷机构的贷款人员处收集的原始数据进行了分析。研究发现,贷款官员的违约率与性别、经验和众筹意识之间存在明显的交互效应。因此,研究结果表明,在决定是否批准众筹活动贷款时,贷款人员的人口统计特征与贷款人员的违约率相互影响。因此,研究结果建议向贷款人员传授一些技巧,以帮助他们保持较低的违约率,而那些违约率较低的贷款人员应致力于众筹贷款的审批工作。
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Interaction Effect Between Loan Officers’ Characteristics and Loan Default Rate on Crowdfunding Approval
MicroFinance Institution (MFI) officers screen loans for a prosocial crowdfunding campaign in developing economies. However, loan officers’ screening decision is influenced by loan officers’ default rate, hence the loan officers are likely to focus on the better borrowers. However, crowdfunding emerged to provide finance to entrepreneurs who are less likely to meet the loan screening requirements. Thus, this study examined the interaction effect between loan officers’ characteristics and loan defaults on crowdfunding approval. We usedordered logistic regression to primary data collected from loan officers in microfinance institutions that are registered by the largest prosocial crowdfunding platform Kiva asfield partners. The study found a significant interaction effect of loan officers’ default rate and gender, experience and crowdfunding awareness. Thus, the results implied that, the demographic characteristics of the loan officers are interacted by the loan officers’ default rate when deciding to approve a loan for a crowdfunding campaign. Therefore, the findings recommended imparting loan officers with techniques that will help them keep a low default rate and those loan officers with a low default rate should work on crowdfunding approval
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