Performance Analysis of Peer-to-Peer Online Lending Platforms in China

被引:9
|
作者
Song, Pingfan [1 ]
Chen, Yunzhi [1 ]
Zhou, Zhixiang [1 ]
Wu, Huaqing [1 ]
机构
[1] Hefei Univ Technol, Sch Econ, Hefei 230009, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Peer-to-Peer (P2P) lending; data envelope analysis (DEA); non-cooperative game slack based model (NCG-SBM) model; performance evaluation; STOCHASTIC FRONTIER ANALYSIS; SLACKS-BASED INEFFICIENCY; 2-STAGE DEA; EFFICIENCY; BANKING; OUTPUTS; CREDIT;
D O I
10.3390/su10092987
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper we intend to check the performance of Peer-to-Peer online lending platforms in China. Different from commercial banks, Peer-to-Peer (P2P) platforms' business process is divided into the market-expanding stage and the risk-managing stage. In the market-expanding stage, platforms are intended to help borrowers attain more money, and in the risk-managing stage, platforms try their best to ensure that the lenders' money is repaid on time. Thus, with a sample of 66 leading big P2P platforms, and a novel two-stage slacks-based measure data envelopment analysis with non-cooperative game, the performance efficiency of each stage as well as the comprehensive efficiency are evaluated. The results show that the leading big platforms are good at managing the risk, although risk management is not the major concern of most P2P platforms in China. We also find that average performance efficiency of the platforms that are located in non-first tier cities is higher than that in first tier cities. This unexpected result indicates that development of the P2P industry may relieve the severe distortion of resource allocation and efficiency loss arising from unbalanced regional development. Then dividing the platforms into different groups according to different types of ownership, we verify that performance efficiency of the P2P platforms from the state-owned enterprise group is in a dominant position, and the robustness check indicates that the major advantage of the state-owned enterprise (SOE) group mainly lies in the risk management. We also make a further study to figure out the sources of inefficiency, finding that it mainly arises from the shortage of lenders, the lack of average borrowing balance, and the insufficient transparency of information disclosure. In the last section we conclude our research and propose some advice.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Evaluating the risk performance of online peer-to-peer lending platforms in China
    Wu, Chong
    Zhang, Dong
    Wang, Ying
    [J]. JOURNAL OF RISK MODEL VALIDATION, 2018, 12 (02): : 63 - 87
  • [2] Government Affiliation and Peer-To-Peer Lending Platforms in China
    Jiang, Jinglin
    Liao, Li
    Wang, Zhengwei
    Zhang, Xiaoyan
    [J]. JOURNAL OF EMPIRICAL FINANCE, 2021, 62 : 87 - 106
  • [3] Survival or die: a survival analysis on peer-to-peer lending platforms in China
    Liu, Qigui
    Zou, Luxi
    Yang, Xiaolin
    Tang, Jinghua
    [J]. ACCOUNTING AND FINANCE, 2019, 59 : 2105 - 2131
  • [4] The geography of the emergence of online peer-to-peer lending platforms in China: an evolutionary economic geography perspective
    Chen, Yijia
    Hassink, Robert
    [J]. INTERNATIONAL JOURNAL OF URBAN SCIENCES, 2022, 26 (02) : 351 - 371
  • [5] The Impact of Venture Capital Investment on the Performance of Peer-to-Peer Lending Platforms: Evidence from China
    Gu, Dingwei
    Lu, Tian
    Luo, Pinliang
    Zhang, Chenghong
    [J]. ASIA-PACIFIC JOURNAL OF FINANCIAL STUDIES, 2019, 48 (05) : 640 - 665
  • [6] How Firms' Ownership Structure Impacts Online Peer-to-Peer Lending Performance in China
    Xie, Guangying
    [J]. FRONTIERS OF ECONOMICS IN CHINA, 2020, 15 (01) : 70 - 102
  • [7] Supervision of Peer-to-Peer Lending in China
    Wang, Lin
    [J]. PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON EDUCATION, ECONOMICS AND MANAGEMENT RESEARCH (ICEEMR 2018), 2018, 182 : 291 - 293
  • [8] The Affecting Factors of the Geographic Distribution of the Online Peer-to-peer Lending in China
    Zhou, Jin
    Qian, Ying
    [J]. PROCEEDINGS OF THE 2019 3RD INTERNATIONAL CONFERENCE ON MANAGEMENT ENGINEERING, SOFTWARE ENGINEERING AND SERVICE SCIENCES (ICMSS 2019), 2019, : 22 - 26
  • [9] Market Mechanisms in Online Peer-to-Peer Lending
    Wei, Zaiyan
    Lin, Mingfeng
    [J]. MANAGEMENT SCIENCE, 2017, 63 (12) : 4236 - 4257
  • [10] Moral hazard in online peer-to-peer lending
    Alsabah, Humoud
    Alibrahim, Abdullah
    [J]. APPLIED ECONOMICS, 2024,