Bounded rationality in a P2P lending market

被引:4
|
作者
Kim, Dongwoo [1 ]
机构
[1] KB Financial Grp Inc, Res Inst, Seoul, South Korea
关键词
Peer-to-peer lending; Bounded rationality; Decision making; Repayment performance; Binary logit regression; D82; G14; G39; O39; CREDIT SCORING MODEL; DECISION-MAKING; PEER; PERFORMANCE; INFORMATION; NETWORKS; RISK;
D O I
10.1108/RBF-10-2019-0141
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Purpose This study seeks to provide a systematic analysis of bounded rationality expressed by individual lenders in a Peer-to-peer (P2P) lending market. Design/methodology/approach 26,383 personal loan listings collected from Moneyauction in Korea, were analyzed with binary logit regression. 6 hypothesis based on bounded rationality theory were constructed and tested. Binary logit regression was employed as both dependent variables have binary characteristics and can thus be assigned values equal to 0 or 1. Findings The results confirm that individual P2P lenders make their funding decisions based on bounded rationality, arousing from cognitive limitations, incomplete information, and time constraints. Research limitations/implications By adopting the theory of bounded rationality, this study attempts to prepare the theoretical background for an explanation of the decision behavior of individual lenders in a P2P lending market. Practical implications The findings of this research emphasize the importance of the platform provider's role to facilitate the sustainable market growth of P2P lending as an alternative form of finance. As the rationality of individual lenders is bounded during their decision-making process according to the research findings, the platform provider must continuously adjust their decision criteria by referencing the cumulative loan repayment data. Originality/value This study attempts to identify for the first time the suboptimal decision making by individual lenders in a P2P lending market on the basis of bounded rationality theory.
引用
收藏
页码:184 / 201
页数:18
相关论文
共 50 条
  • [31] Does irrational lead to higher returns? Evidence from the Chinese P2P lending market
    Zhao, Yingxiu
    Zhang, Wei
    Li, Yuelei
    Xiong, Xiong
    FINANCE RESEARCH LETTERS, 2021, 39
  • [32] DETERMINANTS OF DEFAULT IN P2P LENDING: THE MEXICAN CASE
    Canfield Rivera, Carlos Eduardo
    INDEPENDENT JOURNAL OF MANAGEMENT & PRODUCTION, 2018, 9 (01): : 1 - 24
  • [33] The Financial Intermediation Role of the P2P Lending Platforms
    Havrylchyk, Olena
    Verdier, Marianne
    COMPARATIVE ECONOMIC STUDIES, 2018, 60 (01) : 115 - 130
  • [34] Researches on Risks and Precautions of Chinese P2P Lending
    Liu Chengwei
    Yan Jingpeng
    PROCEEDINGS OF THE 23RD INTERNATIONAL BUSINESS ANNUAL CONFERENCE (2016), BKS ONE AND TWO, 2016, : 731 - 736
  • [35] P2P lending Fintechs and SMEs' access to finance
    Abbasi, Kaleemullah
    Alam, Ashraful
    Brohi, Noor Ahmed
    Brohi, Imtiaz Ali
    Nasim, Shahzad
    ECONOMICS LETTERS, 2021, 204
  • [36] Determinants of defaults on P2P lending platforms in China
    Gao, M.
    Yen, J.
    Liu, M.
    INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2021, 72 : 334 - 348
  • [37] Detection of fintech P2P lending issues in Indonesia
    Suryono, Ryan Randy
    Budi, Indra
    Purwandari, Betty
    HELIYON, 2021, 7 (04)
  • [38] The Development and Risk Management of P2P Lending Platform
    Jian, Xiong
    Xing, Jiang
    Tao, Xie
    INNOVATION, ENTREPRENEURSHIP AND STRATEGY IN THE ERA OF INTERNET, 2016, : 768 - 773
  • [39] On emergence in service platforms: An application to P2P lending
    Pena, Maria Veronica Torres
    Breidbach, Christoph F.
    JOURNAL OF BUSINESS RESEARCH, 2021, 135 : 337 - 347
  • [40] Does P2P Lending Affect Bank Lending? Evidence from China
    Wu, Tsung-Pao
    Wu, Hung-Che
    Chen, Bodan
    Lin, Qihong
    Zou, Tiandi
    JOURNAL OF APPLIED ECONOMICS AND BUSINESS RESEARCH, 2019, 9 (04): : 186 - 196