Social Networks and Supply and Demand on Online Lending Marketplaces

Linda Allen, Lin Peng, Y. Shan
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引用次数: 1

Abstract

We show that social networks (Facebook connections) impact both the demand for and supply of consumer and small business loans originated on lending marketplaces. Loan demand increases substantially with past borrowing activities of geographically distant but socially connected areas, with an elasticity of 0.37. Borrower-area social connectedness increases funding likelihood by 8.11% and improves ex-post loan performance. We establish causality by utilizing exogenous demand-side shocks from natural disasters and supply-side lending capacity variations associated with housing price fluctuations. Social networks improve capital allocation by increasing the awareness of alternative lending platforms and facilitating the transmission of less accessible information complementary to loan-specific data.
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社交网络和在线借贷市场的供求关系
我们的研究表明,社交网络(Facebook连接)对借贷市场上的消费者和小企业贷款的需求和供应都产生了影响。随着地理位置遥远但社会联系紧密的地区过去的借贷活动,贷款需求大幅增加,弹性为0.37。借款人所在地区的社会联系增加了8.11%的融资可能性,并改善了贷款后的表现。我们利用来自自然灾害的外生需求侧冲击和与房价波动相关的供给侧贷款能力变化来确定因果关系。社交网络通过提高对替代贷款平台的认识,促进不易获取的信息的传输,从而改善资本配置,补充贷款特定数据。
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