P2P借贷平台的实证研究

Moran Ofir, Ido Tzang
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引用次数: 1

摘要

点对点(P2P)借贷在十多年前出现,并迅速发展成为一个全球性产业。从那时起,P2P借贷行业变得更加复杂,商业模式类型越来越多样化,每种模式都涉及不同的风险和挑战。本文分析了P2P市场的现状,探讨了不同的商业模式、平台的特点、全球市场趋势以及世界各国不同的监管制度。鉴于2019冠状病毒病大流行对全球经济产生了前所未有的影响,我们分析了其对P2P市场的影响,特别关注作为借款人的中小企业(sme)。虽然2019冠状病毒病危机对中小企业的融资渠道产生了深远影响,但P2P贷款等替代金融解决方案,特别是数字解决方案,在降低中小企业破产风险方面发挥了至关重要的作用。针对这一发展态势,我们对某大型P2P平台在2014年至2020年间向中小企业发放的贷款进行了丰富而详细的数据集实证分析,重点关注该平台为借款人和贷款人设定的利率。我们关于借款人的主要发现表明,利率随着贷款规模的增加而下降;然而,利率随着贷款期限和年复一年的增长而上升。中小企业的贷款情况、企业类型、行业、性别等各方面的贷款利率存在显著差异。对于出借人,我们表明平均利率随着贷款规模的增加而增加,随着投资分成的贷款数量的增加而减少。实证研究结果突出了影响利率的重要变量,利率是贷款的最重要特征,因此,本研究得出的结论可以为监管机构和政策制定者设计未来应对不断变化和日益增长的市场挑战的措施,特别是在当前全球卫生和经济危机时期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Empirical View of Peer-to-Peer (P2P) Lending Platforms
Peer-to-Peer (P2P) lending emerged over a decade ago and quickly evolved into a global industry. Since then, the P2P lending industry has become more complex, with increasingly diverse types of business models, each involving different risks and challenges. The Article analyzes the current state of the P2P market by exploring the different business models, the platforms' characteristics, the global market trends, and the different regulatory regimes around the world. As the COVID-19 pandemic bears an unprecedented effect on the global economy, we analyze its impact on P2P markets, especially focusing on small and medium entities (SMEs) as borrowers. While the COVID-19 crisis has had a profound impact on SMEs’ access to funding, alternative finance solutions, especially digital solutions, such as P2P lending, have come to play a crucial role in reducing the risk of bankruptcy for SMEs. In light of this developing situation, we empirically analyze a rich and detailed data set on loans given by a large P2P platform to SMEs between the years 2014 and 2020, focusing on the interest rate set by the platform for both borrowers and lenders. Our main findings regarding the borrowers indicate that the interest rate decreases as the size of the loan increases; however, the rate goes up with the duration of the loan and from year to year. Significant differences in loan interest rates were found across loan statuses, corporation types, industries, and the genders of the SME owners. As for lenders, we show that the average interest rate increases with the size of the loan and decreases with the number of loans into which the investment is divided. The empirical findings highlight the significant variables affecting the interest rate, which is the most important feature of a loan, and the conclusions drawn in this study can thus serve both regulators and policy makers in designing their future responses to the evolving and growing market challenges, especially in these times of global health and economic crisis.
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