Artikel
Determinants of borrowers' default in P2P lending under consideration of the loan risk class
We study the determinants of borrowers' default in P2P lending with a new data set consisting of 70,673 loan observations from the Lending Club. Previous research identified a number of default determining variables but did not distinguish between different loan risk levels. We define four loan risk classes and test the significance of the default determining variables within each loan risk class. Our findings suggest that the significance of most variables depends on the loan risk class. Only a few variables are consistently significant across all risk classes. The debt-to-income ratio, inquiries in the past six months and a loan intended for a small business are positively correlated with the default rate. Annual income and credit card as loan purpose are negatively correlated.
- Sprache
-
Englisch
- Erschienen in
-
Journal: Games ; ISSN: 2073-4336 ; Volume: 9 ; Year: 2018 ; Issue: 4 ; Pages: 1-17 ; Basel: MDPI
- Klassifikation
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Wirtschaft
Household Saving; Personal Finance
Demand for Money
Pension Funds; Non-bank Financial Institutions; Financial Instruments; Institutional Investors
- Thema
-
crowdfunding
peer-to-peer lending
P2P
credit grade
FICO score
default risk
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Polena, Michal
Regner, Tobias
- Ereignis
-
Veröffentlichung
- (wer)
-
MDPI
- (wo)
-
Basel
- (wann)
-
2018
- DOI
-
doi:10.3390/g9040082
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:41 MEZ
Datenpartner
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Artikel
Beteiligte
- Polena, Michal
- Regner, Tobias
- MDPI
Entstanden
- 2018
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