Voluntary disclosure in P2P lending : Information or hyperbole?
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 102024 |
Journal / Publication | Pacific Basin Finance Journal |
Volume | 79 |
Online published | 5 Apr 2023 |
Publication status | Published - Jun 2023 |
Link(s)
Abstract
Using a robust textual analytic method, we decompose the P2P loan description into common and distinctive contents, which contain general and unique information provided by borrowers. We then investigate the role of the distinctive content in affecting P2P lending decisions and outcomes. Controlling for loan/borrower characteristics, loan applications with more distinctive content are more likely to be funded, and have larger amounts and longer maturity, but these loans carry higher interest rates and default probability. Overall, the evidence suggests that borrowers use self-reported loan descriptions to hype their loan applications rather than provide soft information to reduce information asymmetry. © 2023 Published by Elsevier B.V.
Research Area(s)
- Default probability, Distinctive content, Hype, Loan description, Peer-to-peer lending
Citation Format(s)
Voluntary disclosure in P2P lending: Information or hyperbole? / Wang, Chao; Wang, Junbo; Wu, Chunchi et al.
In: Pacific Basin Finance Journal, Vol. 79, 102024, 06.2023.
In: Pacific Basin Finance Journal, Vol. 79, 102024, 06.2023.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review