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題名:外部信評報告對P2P借貸平臺是否具有資訊價值?
書刊名:管理學報
作者:楊淑玲 引用關係陳獻儀 引用關係張巧宜 引用關係蕭宇倫
作者(外文):Yang, Shu-lingChen, Hsien-yiChang, Chiao-yiHsiao, Yu-lun
出版日期:2019
卷期:36:1
頁次:頁29-51
主題關鍵詞:P2P借貸信用風險違約機率Lending clubP2P lendingCredit riskDefault probability
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:1
  • 共同引用共同引用:0
  • 點閱點閱:6
本文旨在探討外部信用機構報告,對於新型態P2P線上借貸交易是否具有資訊內涵。透過全球最大線上P2P借貸平台Lending Club作為研究對象,並有別於過去文獻探討靜態信用分數與借款人違約機率之關聯性,本文聚焦於借款期間FICO信用分數變動,對借款人違約機率與違約比率之影響。實證結果顯示,在控制了借款人之信用風險等級、風險特徵與原始信用分數等因素後,FICO信用分數變動傳遞出富有價值的訊息內涵。當借款人信用分數遭調降時,其違約機率與比率會顯著增加;相對的,對信用分數被調升的借款人而言,其違約機率和比率都有顯著減低的現象。上述結果表示借款人之履約行為對於FICO信用分數的升降,具有對稱性的反應型態。
This paper examines whether external credit agency reports offer valuable information to peer-to-peer (P2P) online lending platforms. In contrast to studies that have explored the relationship between borrowers' static credit scores and their default probabilities, this study focuses on changes in borrowers' FICO credit scores and the effect of these changes on default probability and breach severity (default ratio). This study is based on data from Lending Club, the world's largest online P2P lending platform. The empirical results indicate that changes in the borrowers' FICO credit scores convey valuable information after controlling for borrowers' credit risk grades, risk characteristics, and original FICO credit scores. The default probability and ratio increase substantially when borrowers suffer FICO credit score decreases. By contrast, for borrowers who experience credit score increases, the default probability and ratio significantly decrease. The results suggest that the performance of borrowers exhibits a symmetrical reaction to FICO credit score changes.
期刊論文
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會議論文
1.Collier, B. C.、Hampshire, R.(2010)。Sending mixed signals: Multilevel reputation effects in peer-topeer lending markets。The 2010 ACM Conference on Computer Supported Cooperative Work。New York:ACM。  new window
2.Wang, Y.、Hua, R.(2014)。Guiding the healthy development of the P2P industry and promoting SME financing。The 2014 International Conference on Management of ECommerce and E-Government。Shanghai。  new window
研究報告
1.Mills, Karen Gordon、McCarthy, Brayden(20140722)。The State of Small Business Lending: Credit Access during the Recovery and How Technology May Change the Game。Harvard Business School General Management Unit。  new window
2.Herzenstein, M.、Andrews, R. L.、Dholakia, U.、Lyandres, E.(2008)。The democratization of personal consumer loans? Determinants of success in online peer-to-peer lending communities。  new window
圖書
1.Wardrop, R.、Zhang, B.、Rau, R.、Gray, M.(2015)。Moving mainstream: The European alternative finance benchmarking report。London:Drury House。  new window
單篇論文
1.Weiss, G. N.,Pelger, K.,Horsch, A.(2010)。Mitigating adverse selection in P2P lending-empirical evidence from Prosper.com,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1650774。  new window
圖書論文
1.Qiu, J.、Lin, Z.、Luo, B.(2011)。Effects of borrowerdefined conditions in the online peer-to-peer lending market。E-Life: Web-Enabled convergence of commerce, work, and social life。Berlin, Heidelberg:Springer。  new window
 
 
 
 
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