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Effects of Borrower-Defined Conditions in the Online Peer-to-Peer Lending Market

机译:借款人定义条件在在线点对点贷款市场中的影响

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摘要

In online Feer-to-Peer lending market, the borrower-defined conditions of loan requests predetermine the successfulness to receive loans. We analyze the transaction data of PPDai, a leading Peer-to-Peer lending market provider in China. By using the multinomial logit model to investigate the importance of borrowers' decisions and their effects on funding results, we reveal that loan amount, acceptable maximum interest rate, and loan period decided by borrowers significantly influence the loan outcomes. For the unsuccessful listings, the requested loan amount has much more importance than other factors, while for the listings attracting more supply than the requested amount, the borrower's acceptable maximum interest rate are more dominant than other factors to the outcomes. Besides, consistent to prior literature's findings, PPDai borrower's personal information and social capital also play major role in the transactions.
机译:在在线到同行贷款市场,借款人定义的贷款条件请求预先确定获得贷款的成功。我们分析了中国领先的同行贷款市场提供商PPDAI的交易数据。通过使用多项式Lo​​git模型来调查借款人决策的重要性及其对资金结果的影响,我们揭示了借款人决定的贷款金额,可接受的最高利率和贷款期限会影响贷款结果。对于未成功的列表,所要求的贷款金额具有比其他因素更重要,而对于吸引更多供应的上市比所要求的金额,借款人的可接受的最大利率比其他因素更大。此外,与现有文学的调查结果一致,PPDAI借款人的个人信息和社会资本也在交易中发挥重要作用。

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