Herding in a P2P lending market: Rational inference OR irrational trust?

被引:39
作者
Zhang, Ke [1 ]
Chen, Xiaoxue [2 ,3 ]
机构
[1] Nanjing Univ, Business Sch, Dept Finance & Insurance, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ, Sch Management & Engn, Nanjing, Jiangsu, Peoples R China
[3] Nanjing Tech Univ, Sch Econ & Management, Nanjing, Jiangsu, Peoples R China
关键词
Herding; Information asymmetry; Irrational herding; P2P lending; Rational herding; INFORMATION CASCADES; BEHAVIOR; INVESTMENT;
D O I
10.1016/j.elerap.2017.04.001
中图分类号
F [经济];
学科分类号
02 ;
摘要
Herding exists in stock markets worldwide. However, little research has tested whether lenders in P2P lending markets herd. This study uses data for 4,856,413 bids placed on 120,207 loan requests in Renrendai from the website's inception in October 2010 through January 2015 to examine the dynamic relationship between prior cumulative bids and current bids. We find that lenders appear to imitate each other's behavior and herd in the P2P lending market funding percentage and time-limit effects are controlled for. We also examine the classification of herding in the P2P lending market by dividing the bids into manual and automated bids. We find evidence for the existence of both rational and irrational herding in the P2P lending market. (C) 2017 Published by Elsevier B.V.
引用
收藏
页码:45 / 53
页数:9
相关论文
共 30 条
  • [21] Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending
    Lin, Mingfeng
    Prabhala, Nagpurnanand R.
    Viswanathan, Siva
    [J]. MANAGEMENT SCIENCE, 2013, 59 (01) : 17 - 35
  • [22] A decision tree model for herd behavior and empirical evidence from the online P2P lending market
    Luo, Binjie
    Lin, Zhangxi
    [J]. INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 2013, 11 (01) : 141 - 160
  • [23] What's in a Picture? Evidence of Discrimination from Prosper.com
    Pope, Devin G.
    Sydnor, Justin R.
    [J]. JOURNAL OF HUMAN RESOURCES, 2011, 46 (01) : 53 - 92
  • [24] SCHARFSTEIN DS, 1990, AM ECON REV, V80, P465
  • [25] Shiller R.J., 1987, WORKING PAPER
  • [26] SHILLER RJ, 1995, AM ECON REV, V85, P181
  • [27] How accounts shape lending decisions through fostering perceived trustworthiness
    Sonenshein, Scott
    Herzenstein, Michal
    Dholakia, Utpal M.
    [J]. ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 2011, 115 (01) : 69 - 84
  • [28] Woolridge J.M., 2012, Introductory econometrics: A modern approach, V5th
  • [29] THE ROLE OF PHOTOGRAPHS IN ONLINE PEER-TO-PEER LENDING BEHAVIOR
    Yang, Xiaolan
    [J]. SOCIAL BEHAVIOR AND PERSONALITY, 2014, 42 (03): : 445 - 452
  • [30] Rational Herding in Microloan Markets
    Zhang, Juanjuan
    Liu, Peng
    [J]. MANAGEMENT SCIENCE, 2012, 58 (05) : 892 - 912