Determinants of defaults on P2P lending platforms in China
Chinese P2P lending platforms have an astonishing default rate of 87.2% based on data available in 2019, which indicates the seriousness of the problem this industry faces. Insufficient regulation has resulted in generation of risky services, such as margin finance in 2015 for stock markets and zero...
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Published in | International review of economics & finance Vol. 72; pp. 334 - 348 |
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Format | Journal Article |
Language | English |
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Abstract | Chinese P2P lending platforms have an astonishing default rate of 87.2% based on data available in 2019, which indicates the seriousness of the problem this industry faces. Insufficient regulation has resulted in generation of risky services, such as margin finance in 2015 for stock markets and zero down-payment mortgages in 2016 for real estate buyers. Such services are prone to resulting in dramatic losses to investors with the following potential causes: adverse selection caused by information asymmetry of the P2P platform operators, lack of financial knowledge or expertise of the investors, insufficient regulation on P2P platforms, and changes in policies related to stock and real estate markets.
Does “Too Big to Fail” (TBTF) apply to Peer-to-peer (P2P) lending platforms in China? Are platforms with large Transaction Volumes or large Total Loan Size safer? This paper aims at answering such questions and identifies other factors that have led to defaults of such P2P lending platforms. In order to generate a more robust model that covers a wider range of factors, we adopt two approaches: Failure Prediction Model and Decomposition Methods. The reason why we have adopted this approach was that the factors that caused failure of such P2P platforms were very complicated and varied in nature. Failure Prediction Model is mainly based on the disclosed transaction or financial data. However, Decomposition Method aims at identification of sources of problem from different groups of factors, such as internal operations and external business environment. Also, another contribution of our research is that the data sets that we have used are from three different sources, which provide us a more comprehensive picture about the risks faced by such P2P lending firms.
This study provides evidence that the bond yield, which reflects the liquidity level of the market, is the major reason for P2P platforms’ failure during the research period. Our results also indicate that apart from the size-related factors one also needs to answer the question - “Were platforms with larger Transaction Volumes and Total Loan Sizes safer?” The style factors like the interest rate and ownership, the timing factors like loan maturity and bond yield, and the selectivity factors like popularity are found to be even more significant. Hopefully, our findings could contribute academically to the existing literature in the credit risk estimation of online P2P lending platforms and provide practical support for development of a more effective risk monitoring system for online P2P lending platforms. |
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AbstractList | Chinese P2P lending platforms have an astonishing default rate of 87.2% based on data available in 2019, which indicates the seriousness of the problem this industry faces. Insufficient regulation has resulted in generation of risky services, such as margin finance in 2015 for stock markets and zero down-payment mortgages in 2016 for real estate buyers. Such services are prone to resulting in dramatic losses to investors with the following potential causes: adverse selection caused by information asymmetry of the P2P platform operators, lack of financial knowledge or expertise of the investors, insufficient regulation on P2P platforms, and changes in policies related to stock and real estate markets.
Does “Too Big to Fail” (TBTF) apply to Peer-to-peer (P2P) lending platforms in China? Are platforms with large Transaction Volumes or large Total Loan Size safer? This paper aims at answering such questions and identifies other factors that have led to defaults of such P2P lending platforms. In order to generate a more robust model that covers a wider range of factors, we adopt two approaches: Failure Prediction Model and Decomposition Methods. The reason why we have adopted this approach was that the factors that caused failure of such P2P platforms were very complicated and varied in nature. Failure Prediction Model is mainly based on the disclosed transaction or financial data. However, Decomposition Method aims at identification of sources of problem from different groups of factors, such as internal operations and external business environment. Also, another contribution of our research is that the data sets that we have used are from three different sources, which provide us a more comprehensive picture about the risks faced by such P2P lending firms.
This study provides evidence that the bond yield, which reflects the liquidity level of the market, is the major reason for P2P platforms’ failure during the research period. Our results also indicate that apart from the size-related factors one also needs to answer the question - “Were platforms with larger Transaction Volumes and Total Loan Sizes safer?” The style factors like the interest rate and ownership, the timing factors like loan maturity and bond yield, and the selectivity factors like popularity are found to be even more significant. Hopefully, our findings could contribute academically to the existing literature in the credit risk estimation of online P2P lending platforms and provide practical support for development of a more effective risk monitoring system for online P2P lending platforms. |
Author | Yen, J. Liu, M. Gao, M. |
Author_xml | – sequence: 1 givenname: M. surname: Gao fullname: Gao, M. email: yb87005@um.edu.mo – sequence: 2 givenname: J. surname: Yen fullname: Yen, J. email: jeromeyen@um.edu.mo – sequence: 3 givenname: M. surname: Liu fullname: Liu, M. email: MatthewL@um.edu.mo |
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Cites_doi | 10.1016/S0378-4266(97)00003-4 10.1016/j.jcorpfin.2011.11.004 10.1080/07421222.2017.1334472 10.1016/j.ejor.2009.03.032 10.3905/jpm.1992.409394 10.2307/2490395 10.1016/S1057-5219(99)00012-5 10.2307/144855 10.2307/2490171 10.1016/S0169-7218(11)00407-2 10.5296/ajfa.v4i1.1752 10.1016/j.jfineco.2016.02.012 10.1016/0378-4266(81)90029-7 |
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Keywords | Online P2P Lending platforms Decomposition methods Peer-to-peer lending Liquidity Determinants Failure prediction Default |
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References | McNulty (bib42) 2002; Vol. 80 Iyer (bib27) 2009 Carmichael (bib15) 2014 Korol (bib34) 2013; Vol. 31 Bing (bib12) 2014; Vol. 6 Sharpe (bib55) 1992; 18 Andolfatto, Nosal, Sultanum (bib3) 2017; Vol. 12 Baimwera, Muriuki (bib4) 2014; 1 Berger, DeYoung (bib9) 1997; 21 Ge (bib24) 2017; 34 Ohlson (bib48) 1980 Qian, Yongchun (bib53) 2004; 11 Bee, Abdollahi (bib7) 2011; 23 Swinkels, Verbeek, van der Sluis (bib58) 2003 Diamond, Dybvig (bib18) 1983; Vol. 91 Merton (bib43) 1974; 29 Grinblatt, Titman (bib25) 1989; Vol. 2 Vandell (bib60) 1993; Vol. 21 Grinblatt, Titman (bib26) 1992; 47 Ferson, Mo (bib20) 2016; 121 Nikolic (bib46) 2013; Vol. 40 Morris, Shin (bib44) 1998 Addae-Korankye (bib1) 2014; 4 Scott (bib54) 1981; 5 Pokorná, Sponer (bib51) 2016; Vol. 220 Altman (bib2) 1968; 23 Binay (bib11) 2005; Vol. 34 Jing-xue (bib30) 2007; 3 Fung, Hsieh (bib23) 1998 Klafft (bib32) 2008 Yum, Lee, Chae (bib66) 2012; Vol. 11 Jakubík, Teplý (bib28) 2008 Olomola (bib50) 2001 Jin, Zhu (bib31) 2015 Bikhchandani, Sharma (bib10) 2000; Vol. 47 Caldieraro (bib14) 2018; 82 Freeman (bib22) 1984; 2 Laitinen (bib35) 1999; 8 Blinder (bib13) 1973 Magee (bib40) 2011; 15 Nee, Opper, Wong (bib45) 2007; Vol. 3 Fortin, Lemieux, Firpo (bib21) 2011 Oaxaca (bib47) 1973 Xin, Huimin (bib63) 2015 Daniel (bib16) 1997; 52 Tykvová, Borell (bib59) 2012; 18 Lin (bib37) 2009 Yap, Munuswamy, Mohamed (bib64) 2012; 4 Daniel, Titman (bib17) 1997; Vol. 52 Wermers (bib61) 2000; 55 Emekter (bib19) 2015; 47 Solow (bib56) 1957 Kornai (bib33) 1990 Jensen (bib29) 1968; 23 Xiangrong (bib62) 2014; 3 Okorie (bib49) 1986; Vol. X Beaver (bib6) 1966 Song, Yang, Zhang (bib57) 2011; Vol. 19 Berger (bib8) 1995 Psillaki, Tsolas, Margaritis (bib52) 2010; 201 Balogun, Alimi (bib5) 1988; 26 Manab, Theng, Md-Rus (bib41) 2015; Vol. 172 Yoon, Li, Feng (bib65) 2019; Vol. 19 Lu, Lu (bib39) 2017; 32 Lee, Lee (bib36) 2012; Vol. 11 Manab (10.1016/j.iref.2020.11.012_bib41) 2015; Vol. 172 Berger (10.1016/j.iref.2020.11.012_bib8) 1995 Klafft (10.1016/j.iref.2020.11.012_bib32) 2008 Fung (10.1016/j.iref.2020.11.012_bib23) 1998 Carmichael (10.1016/j.iref.2020.11.012_bib15) 2014 Lee (10.1016/j.iref.2020.11.012_bib36) 2012; Vol. 11 Berger (10.1016/j.iref.2020.11.012_bib9) 1997; 21 Morris (10.1016/j.iref.2020.11.012_bib44) 1998 Scott (10.1016/j.iref.2020.11.012_bib54) 1981; 5 Xiangrong (10.1016/j.iref.2020.11.012_bib62) 2014; 3 Freeman (10.1016/j.iref.2020.11.012_bib22) 1984; 2 Oaxaca (10.1016/j.iref.2020.11.012_bib47) 1973 Tykvová (10.1016/j.iref.2020.11.012_bib59) 2012; 18 Ge (10.1016/j.iref.2020.11.012_bib24) 2017; 34 Iyer (10.1016/j.iref.2020.11.012_bib27) 2009 Jin (10.1016/j.iref.2020.11.012_bib31) 2015 Solow (10.1016/j.iref.2020.11.012_bib56) 1957 Yoon (10.1016/j.iref.2020.11.012_bib65) 2019; Vol. 19 Fortin (10.1016/j.iref.2020.11.012_bib21) 2011 Sharpe (10.1016/j.iref.2020.11.012_bib55) 1992; 18 Lin (10.1016/j.iref.2020.11.012_bib37) 2009 Qian (10.1016/j.iref.2020.11.012_bib53) 2004; 11 Yum (10.1016/j.iref.2020.11.012_bib66) 2012; Vol. 11 Bee (10.1016/j.iref.2020.11.012_bib7) 2011; 23 Grinblatt (10.1016/j.iref.2020.11.012_bib25) 1989; Vol. 2 McNulty (10.1016/j.iref.2020.11.012_bib42) 2002; Vol. 80 Altman (10.1016/j.iref.2020.11.012_bib2) 1968; 23 Jakubík (10.1016/j.iref.2020.11.012_bib28) 2008 Olomola (10.1016/j.iref.2020.11.012_bib50) 2001 Grinblatt (10.1016/j.iref.2020.11.012_bib26) 1992; 47 Andolfatto (10.1016/j.iref.2020.11.012_bib3) 2017; Vol. 12 Laitinen (10.1016/j.iref.2020.11.012_bib35) 1999; 8 Ohlson (10.1016/j.iref.2020.11.012_bib48) 1980 Balogun (10.1016/j.iref.2020.11.012_bib5) 1988; 26 Vandell (10.1016/j.iref.2020.11.012_bib60) 1993; Vol. 21 Bing (10.1016/j.iref.2020.11.012_bib12) 2014; Vol. 6 Diamond (10.1016/j.iref.2020.11.012_bib18) 1983; Vol. 91 Korol (10.1016/j.iref.2020.11.012_bib34) 2013; Vol. 31 Psillaki (10.1016/j.iref.2020.11.012_bib52) 2010; 201 Nee (10.1016/j.iref.2020.11.012_bib45) 2007; Vol. 3 Bikhchandani (10.1016/j.iref.2020.11.012_bib10) 2000; Vol. 47 Pokorná (10.1016/j.iref.2020.11.012_bib51) 2016; Vol. 220 Baimwera (10.1016/j.iref.2020.11.012_bib4) 2014; 1 Beaver (10.1016/j.iref.2020.11.012_bib6) 1966 Wermers (10.1016/j.iref.2020.11.012_bib61) 2000; 55 Kornai (10.1016/j.iref.2020.11.012_bib33) 1990 Daniel (10.1016/j.iref.2020.11.012_bib16) 1997; 52 Okorie (10.1016/j.iref.2020.11.012_bib49) 1986; Vol. X Caldieraro (10.1016/j.iref.2020.11.012_bib14) 2018; 82 Yap (10.1016/j.iref.2020.11.012_bib64) 2012; 4 Ferson (10.1016/j.iref.2020.11.012_bib20) 2016; 121 Song (10.1016/j.iref.2020.11.012_bib57) 2011; Vol. 19 Jing-xue (10.1016/j.iref.2020.11.012_bib30) 2007; 3 Nikolic (10.1016/j.iref.2020.11.012_bib46) 2013; Vol. 40 Binay (10.1016/j.iref.2020.11.012_bib11) 2005; Vol. 34 Addae-Korankye (10.1016/j.iref.2020.11.012_bib1) 2014; 4 Jensen (10.1016/j.iref.2020.11.012_bib29) 1968; 23 Blinder (10.1016/j.iref.2020.11.012_bib13) 1973 Xin (10.1016/j.iref.2020.11.012_bib63) 2015 Daniel (10.1016/j.iref.2020.11.012_bib17) 1997; Vol. 52 Lu (10.1016/j.iref.2020.11.012_bib39) 2017; 32 Merton (10.1016/j.iref.2020.11.012_bib43) 1974; 29 Magee (10.1016/j.iref.2020.11.012_bib40) 2011; 15 Emekter (10.1016/j.iref.2020.11.012_bib19) 2015; 47 Swinkels (10.1016/j.iref.2020.11.012_bib58) 2003 |
References_xml | – year: 2008 ident: bib28 article-title: The prediction of corporate bankruptcy and Czech economy’s financial stability through logit analysis contributor: fullname: Teplý – year: 1973 ident: bib47 article-title: ‘Male-female wage differentials in urban labor markets’, contributor: fullname: Oaxaca – volume: 8 start-page: 97 year: 1999 end-page: 121 ident: bib35 article-title: ‘Predicting a corporate credit analyst’s risk estimate by logistic and linear models’ publication-title: International review of financial analysis. Elsevier contributor: fullname: Laitinen – volume: 5 start-page: 317 year: 1981 end-page: 344 ident: bib54 article-title: The probability of bankruptcy: A comparison of empirical predictions and theoretical models publication-title: Journal of Banking & Finance. Elsevier contributor: fullname: Scott – year: 2001 ident: bib50 article-title: The nature and determinants of rural loan repayment performance in Nigeria: The case of FADU’s micro-credit programme contributor: fullname: Olomola – volume: 47 start-page: 1977 year: 1992 end-page: 1984 ident: bib26 article-title: The persistence of mutual fund performance publication-title: The Journal of Finance. Wiley Online Library contributor: fullname: Titman – volume: Vol. 19 start-page: 38 year: 2011 end-page: 53 ident: bib57 publication-title: ‘State-owned enterprises’ outward investment and the structural reform in China’, China & World Economy contributor: fullname: Zhang – volume: 52 start-page: 1035 year: 1997 end-page: 1058 ident: bib16 article-title: ‘Measuring mutual fund performance with characteristic-based benchmarks’ publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Daniel – volume: 18 start-page: 138 year: 2012 end-page: 150 ident: bib59 article-title: Do private equity owners increase risk of financial distress and bankruptcy? publication-title: Journal of Corporate Finance. Elsevier contributor: fullname: Borell – year: 2014 ident: bib15 article-title: Modeling default for peer-to-peer loans contributor: fullname: Carmichael – volume: Vol. 19 start-page: 131 year: 2019 end-page: 158 ident: bib65 article-title: Factors affecting platform default risk in online peer-to-peer (P2P) lending business: An empirical study using Chinese online P2P platform data publication-title: Electronic commerce research contributor: fullname: Feng – volume: Vol. 21 start-page: 211 year: 1993 end-page: 246 ident: bib60 article-title: Handing over the keys: A perspective on mortgage default research contributor: fullname: Vandell – volume: 34 start-page: 401 year: 2017 end-page: 424 ident: bib24 article-title: Predicting and deterring default with social media information in peer-to-peer lending publication-title: Journal of Management Information Systems. Taylor & Francis contributor: fullname: Ge – start-page: 371 year: 2008 end-page: 375 ident: bib32 article-title: ‘Online peer-to-peer lending: A lenders’ perspective’ publication-title: Proceedings of the international conference on E-learning, E-business, enterprise information systems, and E-government contributor: fullname: Klafft – volume: 3 start-page: 6 year: 2014 ident: bib62 article-title: ‘The risks of China’s P2P lending models and related regulations [J]’ publication-title: Financial Regulation Research contributor: fullname: Xiangrong – year: 1998 ident: bib23 article-title: Performance attribution and style analysis: From mutual funds to hedge funds publication-title: Paradigm Financial Products, Principal Publisher contributor: fullname: Hsieh – year: 1990 ident: bib33 article-title: Vision and reality, market and state: Contradictions and dilemmas revisited contributor: fullname: Kornai – year: 1995 ident: bib8 article-title: Problem loans and cost efficiency in commercial banks contributor: fullname: Berger – year: 2011 ident: bib21 article-title: Decomposition methods in economics publication-title: Handbook of labor economics contributor: fullname: Firpo – year: 2009 ident: bib37 article-title: ‘Peer-to-peer lending: An empirical study’, contributor: fullname: Lin – volume: Vol. 12 start-page: 1003 year: 2017 end-page: 1028 ident: bib3 publication-title: ‘Preventing bank runs’, contributor: fullname: Sultanum – volume: 26 start-page: 67 year: 1988 end-page: 72 ident: bib5 article-title: Loan delinquency among small farmers in developing countries: A case study of the small-farmer credit programme in Lagos state of Nigeria publication-title: CBN Economic and financial Review contributor: fullname: Alimi – volume: Vol. 34 start-page: 127 year: 2005 end-page: 152 ident: bib11 publication-title: Performance attribution of US institutional investors Financial Management contributor: fullname: Binay – volume: Vol. 11 start-page: 469 year: 2012 end-page: 483 ident: bib66 publication-title: From the wisdom of crowds to my own judgment in microfinance through online peer-to-peer lending platforms Electronic Commerce Research and Applications contributor: fullname: Chae – volume: 47 start-page: 54 year: 2015 end-page: 70 ident: bib19 article-title: ‘Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending’, publication-title: Routledge contributor: fullname: Emekter – volume: 4 start-page: 36 year: 2014 end-page: 45 ident: bib1 article-title: Causes and control of loan default/delinquency in microfinance institutions in Ghana publication-title: American International Journal of Contemporary Research contributor: fullname: Addae-Korankye – volume: 23 start-page: 589 year: 1968 end-page: 609 ident: bib2 article-title: Financial ratios, discriminant analysis and the prediction of corporate bankruptcy publication-title: The journal of finance. Wiley Online Library contributor: fullname: Altman – start-page: 609 year: 2015 end-page: 613 ident: bib31 article-title: A data-driven approach to predict default risk of loan for online peer-to-peer (P2P) lending publication-title: 2015 fifth international conference on communication systems and network technologies contributor: fullname: Zhu – volume: 82 start-page: 42 year: 2018 end-page: 63 ident: bib14 article-title: Strategic information transmission in peer-to-peer lending markets contributor: fullname: Caldieraro – volume: 11 year: 2004 ident: bib53 article-title: ‘An empirical study of economies of scale of China’s commercial banks [J]’ publication-title: The Journal of Finance contributor: fullname: Yongchun – volume: 1 start-page: 58 year: 2014 end-page: 80 ident: bib4 article-title: Analysis of corporate financial distress determinants: A survey of non-financial firms listed in the NSE publication-title: International Journal of Current Business and Social Sciences contributor: fullname: Muriuki – volume: 23 start-page: 389 year: 1968 end-page: 416 ident: bib29 article-title: ‘The performance of mutual funds in the period 1945–1964’ publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Jensen – volume: Vol. 3 start-page: 19 year: 2007 end-page: 53 ident: bib45 publication-title: ‘Developmental state and corporate governance in China’, contributor: fullname: Wong – volume: 18 start-page: 7 year: 1992 end-page: 19 ident: bib55 article-title: Asset allocation: Management style and performance measurement publication-title: . Citeseer contributor: fullname: Sharpe – start-page: 436 year: 1973 end-page: 455 ident: bib13 article-title: Wage discrimination: Reduced form and structural estimates publication-title: Journal of Human resources. JSTOR contributor: fullname: Blinder – volume: Vol. 80 start-page: 114 year: 2002 end-page: 121 ident: bib42 publication-title: ‘What’s your real cost of capital’, contributor: fullname: McNulty – volume: Vol. X year: 1986 ident: bib49 publication-title: Major determinants of agricultural loan repayments contributor: fullname: Okorie – volume: 2 start-page: 1 year: 1984 end-page: 26 ident: bib22 article-title: Longitudinal analyses of the effects of trade unions publication-title: Journal of labor Economics. University of Chicago Press contributor: fullname: Freeman – year: 2003 ident: bib58 article-title: ‘Market timing: A decomposition of mutual fund returns’. ERS-2003-074-F&A contributor: fullname: van der Sluis – volume: 55 start-page: 1655 year: 2000 end-page: 1695 ident: bib61 article-title: ‘Mutual fund performance: An empirical decomposition into stock-picking talent, style, transactions costs, and expenses’ publication-title: The Journal of Finance. Wiley Online Library contributor: fullname: Wermers – volume: Vol. 6 year: 2014 ident: bib12 publication-title: Peer-to-Peer lending and illegal financing [J] contributor: fullname: Bing – volume: 23 year: 2011 ident: bib7 article-title: ‘CORPORATE failure prediction: Malaysia’S emerging market publication-title: International Journal of Finance contributor: fullname: Abdollahi – volume: 21 start-page: 849 year: 1997 end-page: 870 ident: bib9 article-title: Problem loans and cost efficiency in commercial banks publication-title: Journal of Banking & Finance. Elsevier contributor: fullname: DeYoung – volume: 121 start-page: 93 year: 2016 end-page: 110 ident: bib20 article-title: Performance measurement with selectivity, market and volatility timing publication-title: Journal of Financial Economics. Elsevier contributor: fullname: Mo – volume: Vol. 172 start-page: 301 year: 2015 end-page: 308 ident: bib41 publication-title: ‘The determinants of credit risk in Malaysia’, contributor: fullname: Md-Rus – year: 1998 ident: bib44 article-title: Unique equilibrium in a model of self-fulfilling currency attacks contributor: fullname: Shin – volume: Vol. 40 start-page: 5932 year: 2013 end-page: 5944 ident: bib46 article-title: The application of brute force logistic regression to corporate credit scoring models: Evidence from Serbian financial statements publication-title: Expert systems with applications contributor: fullname: Nikolic – volume: 201 start-page: 873 year: 2010 end-page: 881 ident: bib52 article-title: Evaluation of credit risk based on firm performance publication-title: European Journal of Operational Research. Elsevier contributor: fullname: Margaritis – volume: 15 start-page: 139 year: 2011 ident: bib40 article-title: Peer-to-peer lending in the United States: Surviving after dodd-frank publication-title: NC Banking Inst. HeinOnline contributor: fullname: Magee – volume: Vol. 220 start-page: 330 year: 2016 end-page: 337 ident: bib51 publication-title: ‘Social lending and its risks’, contributor: fullname: Sponer – volume: Vol. 47 start-page: 279 year: 2000 end-page: 310 ident: bib10 publication-title: ‘Herd behavior in financial markets’, contributor: fullname: Sharma – start-page: 71 year: 1966 end-page: 111 ident: bib6 article-title: Financial ratios as predictors of failure publication-title: Journal of Accounting Research contributor: fullname: Beaver – volume: 3 year: 2007 ident: bib30 article-title: An empirical analysis of scale economy of commercial banks in China: A stochastic frontier model publication-title: J]’, contributor: fullname: Jing-xue – volume: Vol. 52 start-page: 1 year: 1997 end-page: 33 ident: bib17 article-title: Evidence on the characteristics of cross sectional variation in stock returns publication-title: The journal of finance contributor: fullname: Titman – volume: Vol. 31 start-page: 22 year: 2013 end-page: 30 ident: bib34 publication-title: Early warning models against bankruptcy risk for Central European and Latin American enterprises contributor: fullname: Korol – volume: 4 start-page: 330 year: 2012 end-page: 344 ident: bib64 article-title: Evaluating company failure in Malaysia using financial ratios and logistic regression publication-title: Asian Journal of Finance & Accounting contributor: fullname: Mohamed – volume: Vol. 91 start-page: 401 year: 1983 end-page: 419 ident: bib18 article-title: Bank runs, deposit insurance, and liquidity publication-title: Journal of political economy contributor: fullname: Dybvig – start-page: 7 year: 2015 ident: bib63 article-title: Operation mode and risk control of P2P network lending contributor: fullname: Huimin – volume: Vol. 2 year: 1989 ident: bib25 article-title: Portfolio performance evaluation: Old issues and new insights’, the Review of Financial Studies contributor: fullname: Titman – volume: 29 start-page: 449 year: 1974 end-page: 470 ident: bib43 article-title: On the pricing of corporate debt: The risk structure of interest rates publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Merton – year: 1957 ident: bib56 article-title: ‘Technical change and the aggregate production function’, contributor: fullname: Solow – year: 2009 ident: bib27 article-title: Screening in new credit markets: Can individual lenders infer borrower creditworthiness in peer-to-peer lending? contributor: fullname: Iyer – volume: 32 start-page: 146 year: 2017 end-page: 160 ident: bib39 article-title: ‘Unveiling China’s stock market bubble: Margin financing, the leveraged bull and governmental responses’ publication-title: Journal of International Banking Law and Regulation contributor: fullname: Lu – volume: Vol. 11 start-page: 495 year: 2012 end-page: 503 ident: bib36 publication-title: Herding behavior in online P2P lending: An empirical investigation’, Electronic Commerce Research and Applications contributor: fullname: Lee – start-page: 109 year: 1980 end-page: 131 ident: bib48 article-title: Financial ratios and the probabilistic prediction of bankruptcy publication-title: Journal of accounting research. JSTOR contributor: fullname: Ohlson – volume: 23 issue: 2 year: 2011 ident: 10.1016/j.iref.2020.11.012_bib7 article-title: ‘CORPORATE failure prediction: Malaysia’S emerging market publication-title: International Journal of Finance contributor: fullname: Bee – volume: 21 start-page: 849 issue: 6 year: 1997 ident: 10.1016/j.iref.2020.11.012_bib9 article-title: Problem loans and cost efficiency in commercial banks publication-title: Journal of Banking & Finance. Elsevier doi: 10.1016/S0378-4266(97)00003-4 contributor: fullname: Berger – year: 1957 ident: 10.1016/j.iref.2020.11.012_bib56 contributor: fullname: Solow – volume: Vol. 31 start-page: 22 year: 2013 ident: 10.1016/j.iref.2020.11.012_bib34 contributor: fullname: Korol – volume: Vol. 21 start-page: 211 year: 1993 ident: 10.1016/j.iref.2020.11.012_bib60 contributor: fullname: Vandell – volume: Vol. 52 start-page: 1 year: 1997 ident: 10.1016/j.iref.2020.11.012_bib17 article-title: Evidence on the characteristics of cross sectional variation in stock returns contributor: fullname: Daniel – volume: Vol. 12 start-page: 1003 year: 2017 ident: 10.1016/j.iref.2020.11.012_bib3 contributor: fullname: Andolfatto – volume: 18 start-page: 138 issue: 1 year: 2012 ident: 10.1016/j.iref.2020.11.012_bib59 article-title: Do private equity owners increase risk of financial distress and bankruptcy? publication-title: Journal of Corporate Finance. Elsevier doi: 10.1016/j.jcorpfin.2011.11.004 contributor: fullname: Tykvová – volume: Vol. 6 year: 2014 ident: 10.1016/j.iref.2020.11.012_bib12 contributor: fullname: Bing – volume: Vol. 19 start-page: 38 year: 2011 ident: 10.1016/j.iref.2020.11.012_bib57 contributor: fullname: Song – volume: Vol. 91 start-page: 401 year: 1983 ident: 10.1016/j.iref.2020.11.012_bib18 article-title: Bank runs, deposit insurance, and liquidity contributor: fullname: Diamond – volume: 82 start-page: 42 year: 2018 ident: 10.1016/j.iref.2020.11.012_bib14 contributor: fullname: Caldieraro – volume: 29 start-page: 449 issue: 2 year: 1974 ident: 10.1016/j.iref.2020.11.012_bib43 article-title: On the pricing of corporate debt: The risk structure of interest rates publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Merton – volume: 52 start-page: 1035 issue: 3 year: 1997 ident: 10.1016/j.iref.2020.11.012_bib16 article-title: ‘Measuring mutual fund performance with characteristic-based benchmarks’ publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Daniel – year: 1973 ident: 10.1016/j.iref.2020.11.012_bib47 contributor: fullname: Oaxaca – volume: Vol. 11 start-page: 469 year: 2012 ident: 10.1016/j.iref.2020.11.012_bib66 contributor: fullname: Yum – start-page: 609 year: 2015 ident: 10.1016/j.iref.2020.11.012_bib31 article-title: A data-driven approach to predict default risk of loan for online peer-to-peer (P2P) lending contributor: fullname: Jin – volume: 2 start-page: 1 issue: 1 year: 1984 ident: 10.1016/j.iref.2020.11.012_bib22 article-title: Longitudinal analyses of the effects of trade unions publication-title: Journal of labor Economics. University of Chicago Press contributor: fullname: Freeman – start-page: 371 year: 2008 ident: 10.1016/j.iref.2020.11.012_bib32 article-title: ‘Online peer-to-peer lending: A lenders’ perspective’ contributor: fullname: Klafft – volume: 55 start-page: 1655 issue: 4 year: 2000 ident: 10.1016/j.iref.2020.11.012_bib61 article-title: ‘Mutual fund performance: An empirical decomposition into stock-picking talent, style, transactions costs, and expenses’ publication-title: The Journal of Finance. Wiley Online Library contributor: fullname: Wermers – volume: 47 start-page: 1977 issue: 5 year: 1992 ident: 10.1016/j.iref.2020.11.012_bib26 article-title: The persistence of mutual fund performance publication-title: The Journal of Finance. Wiley Online Library contributor: fullname: Grinblatt – volume: 3 year: 2007 ident: 10.1016/j.iref.2020.11.012_bib30 article-title: An empirical analysis of scale economy of commercial banks in China: A stochastic frontier model publication-title: J]’, Finance and Trade Research contributor: fullname: Jing-xue – year: 2014 ident: 10.1016/j.iref.2020.11.012_bib15 contributor: fullname: Carmichael – start-page: 7 year: 2015 ident: 10.1016/j.iref.2020.11.012_bib63 contributor: fullname: Xin – volume: 34 start-page: 401 issue: 2 year: 2017 ident: 10.1016/j.iref.2020.11.012_bib24 article-title: Predicting and deterring default with social media information in peer-to-peer lending publication-title: Journal of Management Information Systems. Taylor & Francis doi: 10.1080/07421222.2017.1334472 contributor: fullname: Ge – volume: Vol. 3 start-page: 19 year: 2007 ident: 10.1016/j.iref.2020.11.012_bib45 contributor: fullname: Nee – volume: 201 start-page: 873 issue: 3 year: 2010 ident: 10.1016/j.iref.2020.11.012_bib52 article-title: Evaluation of credit risk based on firm performance publication-title: European Journal of Operational Research. Elsevier doi: 10.1016/j.ejor.2009.03.032 contributor: fullname: Psillaki – year: 2003 ident: 10.1016/j.iref.2020.11.012_bib58 contributor: fullname: Swinkels – volume: 18 start-page: 7 issue: 2 year: 1992 ident: 10.1016/j.iref.2020.11.012_bib55 article-title: Asset allocation: Management style and performance measurement publication-title: Journal of portfolio Management. Citeseer doi: 10.3905/jpm.1992.409394 contributor: fullname: Sharpe – start-page: 109 year: 1980 ident: 10.1016/j.iref.2020.11.012_bib48 article-title: Financial ratios and the probabilistic prediction of bankruptcy publication-title: Journal of accounting research. JSTOR doi: 10.2307/2490395 contributor: fullname: Ohlson – volume: Vol. 19 start-page: 131 year: 2019 ident: 10.1016/j.iref.2020.11.012_bib65 article-title: Factors affecting platform default risk in online peer-to-peer (P2P) lending business: An empirical study using Chinese online P2P platform data contributor: fullname: Yoon – volume: 8 start-page: 97 issue: 2 year: 1999 ident: 10.1016/j.iref.2020.11.012_bib35 article-title: ‘Predicting a corporate credit analyst’s risk estimate by logistic and linear models’ publication-title: International review of financial analysis. Elsevier doi: 10.1016/S1057-5219(99)00012-5 contributor: fullname: Laitinen – volume: 26 start-page: 67 issue: 3 year: 1988 ident: 10.1016/j.iref.2020.11.012_bib5 article-title: Loan delinquency among small farmers in developing countries: A case study of the small-farmer credit programme in Lagos state of Nigeria publication-title: CBN Economic and financial Review contributor: fullname: Balogun – volume: Vol. 80 start-page: 114 year: 2002 ident: 10.1016/j.iref.2020.11.012_bib42 contributor: fullname: McNulty – volume: 11 year: 2004 ident: 10.1016/j.iref.2020.11.012_bib53 article-title: ‘An empirical study of economies of scale of China’s commercial banks [J]’ publication-title: The Journal of Finance contributor: fullname: Qian – year: 2009 ident: 10.1016/j.iref.2020.11.012_bib27 contributor: fullname: Iyer – start-page: 436 year: 1973 ident: 10.1016/j.iref.2020.11.012_bib13 article-title: Wage discrimination: Reduced form and structural estimates publication-title: Journal of Human resources. JSTOR doi: 10.2307/144855 contributor: fullname: Blinder – year: 1998 ident: 10.1016/j.iref.2020.11.012_bib44 contributor: fullname: Morris – volume: 23 start-page: 589 issue: 4 year: 1968 ident: 10.1016/j.iref.2020.11.012_bib2 article-title: Financial ratios, discriminant analysis and the prediction of corporate bankruptcy publication-title: The journal of finance. Wiley Online Library contributor: fullname: Altman – volume: 1 start-page: 58 issue: 2 year: 2014 ident: 10.1016/j.iref.2020.11.012_bib4 article-title: Analysis of corporate financial distress determinants: A survey of non-financial firms listed in the NSE publication-title: International Journal of Current Business and Social Sciences contributor: fullname: Baimwera – volume: Vol. 47 start-page: 279 year: 2000 ident: 10.1016/j.iref.2020.11.012_bib10 contributor: fullname: Bikhchandani – year: 2008 ident: 10.1016/j.iref.2020.11.012_bib28 contributor: fullname: Jakubík – volume: Vol. 40 start-page: 5932 year: 2013 ident: 10.1016/j.iref.2020.11.012_bib46 article-title: The application of brute force logistic regression to corporate credit scoring models: Evidence from Serbian financial statements contributor: fullname: Nikolic – year: 1995 ident: 10.1016/j.iref.2020.11.012_bib8 contributor: fullname: Berger – start-page: 71 year: 1966 ident: 10.1016/j.iref.2020.11.012_bib6 article-title: Financial ratios as predictors of failure publication-title: Journal of Accounting Research doi: 10.2307/2490171 contributor: fullname: Beaver – volume: Vol. 2 year: 1989 ident: 10.1016/j.iref.2020.11.012_bib25 contributor: fullname: Grinblatt – volume: 32 start-page: 146 issue: 4 year: 2017 ident: 10.1016/j.iref.2020.11.012_bib39 article-title: ‘Unveiling China’s stock market bubble: Margin financing, the leveraged bull and governmental responses’ publication-title: Journal of International Banking Law and Regulation contributor: fullname: Lu – volume: Vol. 11 start-page: 495 year: 2012 ident: 10.1016/j.iref.2020.11.012_bib36 contributor: fullname: Lee – year: 2009 ident: 10.1016/j.iref.2020.11.012_bib37 contributor: fullname: Lin – year: 2011 ident: 10.1016/j.iref.2020.11.012_bib21 article-title: Decomposition methods in economics doi: 10.1016/S0169-7218(11)00407-2 contributor: fullname: Fortin – volume: Vol. X year: 1986 ident: 10.1016/j.iref.2020.11.012_bib49 contributor: fullname: Okorie – volume: Vol. 220 start-page: 330 year: 2016 ident: 10.1016/j.iref.2020.11.012_bib51 contributor: fullname: Pokorná – volume: 4 start-page: 330 issue: 1 year: 2012 ident: 10.1016/j.iref.2020.11.012_bib64 article-title: Evaluating company failure in Malaysia using financial ratios and logistic regression publication-title: Asian Journal of Finance & Accounting doi: 10.5296/ajfa.v4i1.1752 contributor: fullname: Yap – volume: 4 start-page: 36 issue: 12 year: 2014 ident: 10.1016/j.iref.2020.11.012_bib1 article-title: Causes and control of loan default/delinquency in microfinance institutions in Ghana publication-title: American International Journal of Contemporary Research contributor: fullname: Addae-Korankye – volume: 47 start-page: 54 issue: 1 year: 2015 ident: 10.1016/j.iref.2020.11.012_bib19 article-title: ‘Evaluating credit risk and loan performance in online Peer-to-Peer (P2P) lending’, Applied Economics publication-title: Routledge contributor: fullname: Emekter – volume: 121 start-page: 93 issue: 1 year: 2016 ident: 10.1016/j.iref.2020.11.012_bib20 article-title: Performance measurement with selectivity, market and volatility timing publication-title: Journal of Financial Economics. Elsevier doi: 10.1016/j.jfineco.2016.02.012 contributor: fullname: Ferson – year: 1990 ident: 10.1016/j.iref.2020.11.012_bib33 contributor: fullname: Kornai – volume: 23 start-page: 389 issue: 2 year: 1968 ident: 10.1016/j.iref.2020.11.012_bib29 article-title: ‘The performance of mutual funds in the period 1945–1964’ publication-title: The Journal of finance. Wiley Online Library contributor: fullname: Jensen – volume: 15 start-page: 139 year: 2011 ident: 10.1016/j.iref.2020.11.012_bib40 article-title: Peer-to-peer lending in the United States: Surviving after dodd-frank publication-title: NC Banking Inst. HeinOnline contributor: fullname: Magee – volume: 3 start-page: 6 year: 2014 ident: 10.1016/j.iref.2020.11.012_bib62 article-title: ‘The risks of China’s P2P lending models and related regulations [J]’ publication-title: Financial Regulation Research contributor: fullname: Xiangrong – year: 1998 ident: 10.1016/j.iref.2020.11.012_bib23 article-title: Performance attribution and style analysis: From mutual funds to hedge funds publication-title: Paradigm Financial Products, Principal Publisher contributor: fullname: Fung – volume: 5 start-page: 317 issue: 3 year: 1981 ident: 10.1016/j.iref.2020.11.012_bib54 article-title: The probability of bankruptcy: A comparison of empirical predictions and theoretical models publication-title: Journal of Banking & Finance. Elsevier doi: 10.1016/0378-4266(81)90029-7 contributor: fullname: Scott – year: 2001 ident: 10.1016/j.iref.2020.11.012_bib50 contributor: fullname: Olomola – volume: Vol. 34 start-page: 127 year: 2005 ident: 10.1016/j.iref.2020.11.012_bib11 contributor: fullname: Binay – volume: Vol. 172 start-page: 301 year: 2015 ident: 10.1016/j.iref.2020.11.012_bib41 contributor: fullname: Manab |
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Snippet | Chinese P2P lending platforms have an astonishing default rate of 87.2% based on data available in 2019, which indicates the seriousness of the problem this... |
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SubjectTerms | Decomposition methods Default Determinants Failure prediction Liquidity Online P2P Lending platforms Peer-to-peer lending |
Title | Determinants of defaults on P2P lending platforms in China |
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