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Voluntary disclosures and peer-to-peer lending decisions: Evidence from the repeated game

机译:自愿披露和点对点贷款决策:重复博弈的证据

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摘要

This study investigates the effect of voluntary disclosures on lending decisions in the repeated game. Using a unique dataset from a peer-to-peer lending platform, "ppdai" (paipaidai), we document that voluntary disclosures in the repeated game play a stronger role in promoting funding success than those in the one-shot game. We argue that voluntary disclosures improve the bidding activity in the repeated game through which they increase funding success. In addition, the greater impact of voluntary disclosures on funding success in the repeated game only holds for loans without a personal guarantee attribution. Our extended results suggest that the subjective voluntary disclosures in the repeated game have greater information content only when borrowers have a successful borrowing experience. We also point out that voluntary disclosures in the repeated game are associated with a lower probability of default. Our results are robust to the Heckman two-step estimation that addresses the self-selection effect and a specification designed to rule out the alternative explanation from reputation in the repeated game. Our study provides new insights into the real effects of costless, voluntary and unverifiable disclosures on lending decisions.
机译:这项研究调查了重复博弈中自愿披露对贷款决策的影响。使用来自点对点借贷平台“ ppdai”(paipaidai)的独特数据集,我们证明了重复游戏中的自愿披露在促进资金成功方面比一次性游戏中发挥的作用更大。我们认为,自愿披露可以改善重复博弈中的竞标活动,从而提高资金成功率。此外,在重复博弈中自愿披露对资金成功的更大影响仅适用于没有个人担保归属的贷款。我们的扩展结果表明,只有在借款人具有成功的借款经验的情况下,重复博弈中的主观自愿披露才具有更多的信息内容。我们还指出,重复博弈中的自愿披露与较低的违约概率相关。我们的结果对于解决自选效应的Heckman两步估算法和旨在从重复游戏中的声誉中排除其他解释的规范是可靠的。我们的研究提供了关于无成本,自愿和不可验证的披露对贷款决策的实际影响的新见解。

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