当代财经 ›› 2018, Vol. 0 ›› Issue (01): 179-.

• • 上一篇    

基于生存模型的P2P平台生存规律与政策模拟研究

巴曙松1,侯鑫彧1,张帅2   

  1. (1. 南开大学 金融学院,天津 300072;2. 天津大学 管理与经济学部,天津 300072)
  • 收稿日期:2017-07-09 发布日期:2021-01-21
  • 作者简介:巴曙松,南开大学博士生导师,中国银行业协会首席经济学家,香港交易所首席中国经济学家,经济学博士,主要从事宏观金融政策、金融机构风险管理与金融市场监管等研究;侯鑫彧,南开大学博士研究生,主要从事互联网金融研究,通讯作者联系方式996034119@qq.com;张 帅,天津大学博士研究生,主要从事房地产经济、互联网金融研究。

A Study of the Survival Law and Policy Simulation of P2P Platform Based on Survival Model

BA Shu-song1, HOU Xin-yu1, ZHANG Shuai2   

  1. (1. Nankai University, Tianjin 300072; 2. Tianjin University, Tianjin 300072, China)
  • Received:2017-07-09 Published:2021-01-21

摘要: 为完善P2P平台监管、避免平台风险,以网贷之家披露的3176家P2P平台为研究样本,遵循久期模型范式,通过研究P2P平台的生存规律得出结论:首先,P2P平台的风险并非一成不变,整体遵循先上升再下降的基本形态。其次,Cox比例风险模型显示,注册资本、注册地、股东背景、业务模式等均会显著影响P2P平台的死亡率;竞争风险模型显示,注册资本、第三方监管等协变量对P2P平台存活状态的影响是有明显差别的。最后,情境转换回归模拟显示,提高注册资本要求、强制进行客户资金第三方托管、禁止天标、强制要求风险准备金和强制进行第三方担保或抵押等五项监管措施,均能够延长P2P平台的生存时间,但监管效应存在显著差异。因此,应该提高行业门槛、遏制跑路风险,同时加强业务指导、促进良性发展。

关键词: P2P,久期模型,比例风险模型,竞争风险模型

Abstract: In order to improve P2P platform supervision and avoid the platform risks, this paper takes the 3176 P2P platforms revealed by Online Lending House as the research samples to study the survival law of P2P platforms by following the paradigm of the duration model. The main conclusions are as follows: firstly, the P2P platform risks are not unchangeable; it generally follows the basic form of rising first and then decreasing. Secondly, the Cox model shows that the mortality of P2P lending platforms are significantly affected by such factors as the registered capital, registration place, shareholders’ background, business models, and so on; the competitive risk model shows that the registered capital, the third-party supervision and other concomitant variables have significant differences in their impact on the survival state of P2P platforms. Finally, the situation transformation regression simulation shows that the five supervising measures, i.e., increasing the registered capital requirements, the mandatory third-party custody of customer funds, prohibition of day-object, the mandatory risk reserve and the mandatory third party guarantee or mortgage, can all extent the survival time of the P2P platforms, but there are significant differences in their supervising effects. Therefore, it is recommended to raise the industry threshold and suppress the running-away risks, meanwhile, to strengthen the business guidance so as to promote the healthy development.

Key words: P2P; duration model; proportional hazard model; competitive risk Model