Does automatic bidding mechanism affect herding behavior? Evidence from online P2P lending in China

Abstract Recently, online P2P lending has become one of the typical modes of Internet finance. Its automatic bidding mechanism greatly improves transaction efficiency and saves transaction time. We study the herding behavior under the environment of automatic bidding mechanism through panel data regression on the transaction information from the PaiPaiDai, one of the largest P2P lending platforms in China. We find that herding behavior exists in online P2P lending. The automatic bidding mechanism is able to weaken herding effect and presents a rational herding behavior. Its behavior is very similar to those real variables, such as loan amount and loan period.

[1]  Carlos Serrano-Cinca,et al.  The use of profit scoring as an alternative to credit scoring systems in peer-to-peer (P2P) lending , 2016, Decis. Support Syst..

[2]  Ting Zhang,et al.  Stock Price Synchronicity, Crash Risk, and Institutional Investors , 2013 .

[3]  Peng Liu,et al.  Rational Herding in Microloan Markets , 2012, Manag. Sci..

[4]  Dezhu Ye,et al.  The role of punctuation in P2P lending: Evidence from China , 2018 .

[5]  Ken Hung,et al.  P2P Loans and bank loans, the chicken and the egg, what causes what?: further evidence from a bootstrap panel granger causality test , 2017 .

[6]  Douglas W. Diamond Financial Intermediation and Delegated Monitoring , 1984 .

[7]  X. Vo,et al.  Further Evidence on the Herd Behavior in Vietnam Stock Market , 2016 .

[8]  Zhu-Kai Yang,et al.  Influencing Factors of Online P2P Lending Success Rate in China , 2017 .

[9]  Zhangxi Lin,et al.  A decision tree model for herd behavior and empirical evidence from the online P2P lending market , 2013, Inf. Syst. E Bus. Manag..

[10]  L. Zanin Private monetary transfers between households: Who is helped and by whom? , 2017 .

[11]  Jiaqi Yan,et al.  How signaling and search costs affect information asymmetry in P2P lending: the economics of big data , 2015 .

[12]  Byungtae Lee,et al.  From the wisdom of crowds to my own judgment in microfinance through online peer-to-peer lending platforms , 2012, Electron. Commer. Res. Appl..

[13]  Yong Lu,et al.  Friendship in Online Peer-to-Peer Lending: Pipes, Prisms, and Relational Herding , 2015, MIS Q..

[14]  Yuliya Komarova Loureiro,et al.  When can a photo increase credit? The impact of lender and borrower profiles on online peer-to-peer loans , 2014 .

[15]  Byungtae Lee,et al.  Herding behavior in online P2P lending: An empirical investigation , 2012, Electron. Commer. Res. Appl..

[16]  Philip E. Strahan,et al.  E-Finance: An Introduction , 2001 .

[17]  Ke Zhang,et al.  Herding in a P2P lending market: Rational inference OR irrational trust? , 2017, Electron. Commer. Res. Appl..

[18]  S. Bikhchandani,et al.  Herd Behavior in Financial Markets , 2000, IMF Staff Papers.

[19]  Yan Shen,et al.  Evaluating the regulatory scheme for internet finance in China: the case of peer-to-peer lending , 2016 .

[20]  Xi Lin,et al.  Judging online peer-to-peer lending behavior: A comparison of first-time and repeated borrowing requests , 2016, Inf. Manag..

[21]  Jianguo Xu China's Internet Finance: A Critical Review , 2017 .

[22]  Jyrki Wallenius,et al.  Borrower Decision Aid for people-to-people lending , 2010, Decis. Support Syst..

[23]  Qun Zhang,et al.  Are investors rational or perceptual in P2P lending? , 2016, Inf. Syst. E Bus. Manag..

[24]  Lance A. Young,et al.  Trust and Credit: The Role of Appearance in Peer-to-peer Lending , 2012 .

[25]  George A. Akerlof The Market for “Lemons”: Quality Uncertainty and the Market Mechanism , 1970 .

[26]  A. Banerjee,et al.  A Simple Model of Herd Behavior , 1992 .

[27]  D. Lien,et al.  Does the stock market drive herd behavior in commodity futures markets , 2015 .

[28]  Vural Aksakalli,et al.  Risk assessment in social lending via random forests , 2015, Expert Syst. Appl..

[29]  Hui Xiong,et al.  Instance-based credit risk assessment for investment decisions in P2P lending , 2016, Eur. J. Oper. Res..

[30]  Riza Emekter,et al.  Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending , 2015 .

[31]  Enhong Chen,et al.  Finding potential lenders in P2P lending: A Hybrid Random Walk Approach , 2018, Inf. Sci..

[32]  Ahmed BenSaïda Herding effect on idiosyncratic volatility in U.S. industries , 2017 .

[33]  Dan Ariely,et al.  When Rational Sellers Face Nonrational Buyers: Evidence from Herding on eBay , 2008, Manag. Sci..