投资者信息不对称与p2p借贷中的战略竞价

Kai Lu, Zaiyan Wei, T. Chan
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引用次数: 6

摘要

近年来,点对点(P2P)借贷成为一种全球现象。尽管P2P平台在“金融科技”时代声名显赫,但由于在这些平台上融资的无担保个人贷款的违约率很高,P2P平台仍然是一项高风险投资。相比之下,如果P2P贷款得到偿还,回报率可能比其他投资高得多。因此,P2P贷款的投资者需要借款人的还款能力信息。一个重要的渠道是向其他可能具有信息优势的投资者学习。我们认为,由于P2P借贷需要投资者的集体努力,对于知情的投资者来说,在项目早期投标是最优的,目的是表明质量。通过一组来自Prosper.com的独特数据,我们发现,知情的投资者确实更有可能在项目获得资助的可能性较低的早期阶段投标,而不知情的投资者则会跟进。知情投资者的“抢注”行为(提前竞价)有利于信息外溢给不知情的投资者,使投资者和借款人受益,否则他们可能无法筹集到足够的资金。我们的研究结果也对P2P借贷平台如何管理信息不对称和投资者的战略行为具有启示意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information Asymmetry among Investors and Strategic Bidding in Peer-to-Peer Lending
Peer-to-peer (P2P) lending became a global phenomenon in recent years. Despite their prominence in the “FinTech” era, P2P platforms remain a risky investment because of the high default rate of unsecured personal loans funded on such platforms. In contrast, the rate of return can be much higher than that of other investments if P2P loans are repaid. Therefore, investors of P2P loans need information about borrowers’ ability to repay. An important channel is to learn from other investors who may have information advantages. We argue that, because collective effort from investors is required in P2P lending, it could be optimal for informed investors to bid early in projects with the purpose of signaling the quality. With a unique data set from Prosper.com, we find that informed investors are indeed more likely to bid in the early stage of a project with a low probability of being funded, whereas uninformed investors will follow. The “squatting” behavior (early bidding) of informed investors facilitates information spillover to uninformed investors, benefitting the investors and borrowers who otherwise may not raise sufficient funding. Our findings also have implications for P2P lending platforms on how to manage the information asymmetry and strategic behaviors of investors.
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