Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms
研究了P2P借贷平台的风险来源,发现风险不仅来自利益相关者,还源于组织组件和平台设计的互依性弱点,并基于人人贷等平台数据提出风险缓解策略。
Abstract The success of peer-to-peer (P2P) lending platforms has proven inconsistent and uneven over time and geography. This paper aims to strengthen our understanding of the market evolution through an analysis of risks on P2P lending platforms, which can be significantly affected by the way the platform design, regulatory structural building, nature of the transaction, and interdependencies between organizational components. We extend the social-technical model and create a systematic framework to map and analyze the financial risks from a hybrid financial and organizational approach. By implementing textual and statistical analysis on a dataset from Renrendai platform, we found that risks are generated not only from the stakeholders but also due to the weaknesses of interdependencies between organizational components and platform design. We also utilize our models to investigate why some P2P platforms such as LendingClub and Upstart (US), Renrendai (China), and Zopa (UK) have succeeded or failed from both finance and IS perspectives, and further propose potential risk-mitigation strategies for P2P lending platforms.