Macroeconomic Determinants of Loan Delinquencies: Evidence from the US Peer-to-Peer Lending Market

Asror Nigmonov, Syed Shams, Khorshed Alam
{"title":"Macroeconomic Determinants of Loan Delinquencies: Evidence from the US Peer-to-Peer Lending Market","authors":"Asror Nigmonov, Syed Shams, Khorshed Alam","doi":"10.2139/ssrn.3836404","DOIUrl":null,"url":null,"abstract":"The study documented in this paper utilises a probit regression analysis to empirically investigate the key macroeconomic factors that influence credit risk in the peer-to-peer (P2P) lending market. By aggregating the United States (US) state-level data with LendingClub’s loan book covering the period from 2008–2019, this study examines multiple factors related to default risks of loans issued by P2P lending platforms. Our results show that a higher interest rate and inflation increase the probability of default in the P2P lending market. We also find that the impact of interest rate on the probability of default is significantly higher for loans with lower ratings. The study’s outcomes, by paving the way to future market best practices, are applicable to P2P lending platforms and investors in their default estimation of loans.","PeriodicalId":176300,"journal":{"name":"Microeconomics: Intertemporal Consumer Choice & Savings eJournal","volume":"90 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microeconomics: Intertemporal Consumer Choice & Savings eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3836404","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

The study documented in this paper utilises a probit regression analysis to empirically investigate the key macroeconomic factors that influence credit risk in the peer-to-peer (P2P) lending market. By aggregating the United States (US) state-level data with LendingClub’s loan book covering the period from 2008–2019, this study examines multiple factors related to default risks of loans issued by P2P lending platforms. Our results show that a higher interest rate and inflation increase the probability of default in the P2P lending market. We also find that the impact of interest rate on the probability of default is significantly higher for loans with lower ratings. The study’s outcomes, by paving the way to future market best practices, are applicable to P2P lending platforms and investors in their default estimation of loans.
贷款违约的宏观经济决定因素:来自美国p2p贷款市场的证据
本文采用概率回归分析对P2P借贷市场中影响信用风险的关键宏观经济因素进行了实证研究。本研究将2008年至2019年期间的美国州级数据与LendingClub的贷款账簿进行汇总,考察了与P2P借贷平台发放的贷款违约风险相关的多个因素。我们的研究结果表明,较高的利率和通货膨胀增加了P2P借贷市场的违约概率。我们还发现,对于评级较低的贷款,利率对违约概率的影响显著较高。该研究的结果为未来的市场最佳实践铺平了道路,适用于P2P借贷平台和投资者对贷款的违约估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信