Online Peer-to-Peer Lending: Determinants of Loan Performance

Md Labib Sharar
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Abstract

This paper analyses the factors that determine loan performance in online peer-to-peer lending. The basis of online peer-to-peer lending is to provide loans to individuals or businesses through online lending platforms that match lenders or investors with the borrowers. Unlike in traditional financial institutions, individual investors are the ones who assume the loan risk in peer-to-peer lending. These individual lenders suffer from a serious problem of information asymmetry. As a result, peer-to-peer lending platforms provide the lenders with various loan quality information along with assigned credit grades with a view to reducing the information asymmetry. By analysing 306,439 matured loans funded on the online peer-to-peer lending platform ‘Lending Club’, this study suggests that the platform-assigned credit grade is the most significant determinant of loan performance. In addition, loan amount, debt-to-income ratio, annual income, open credit lines, total credit lines and inquiries in the last 6 months were also found to be major determinants of loan performance.
在线点对点借贷:贷款绩效的决定因素
本文分析了网络p2p借贷中影响贷款绩效的因素。网络p2p贷款的基础是通过网络借贷平台向个人或企业提供贷款,这些平台将贷款人或投资者与借款人相匹配。与传统金融机构不同,个人投资者承担了p2p贷款的风险。这些个人贷款人面临着严重的信息不对称问题。因此,p2p借贷平台向贷款人提供各种贷款质量信息以及分配的信用等级,以减少信息不对称。通过分析在线p2p借贷平台“lending Club”上的306,439笔到期贷款,本研究表明,平台分配的信用等级是贷款绩效的最重要决定因素。此外,贷款金额、债务收入比、年收入、开放信贷额度、总信贷额度和最近6个月的查询也被发现是贷款绩效的主要决定因素。
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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