Online peer-to-peer lending: A review of the literature

SA Basha, MM Elgammal, BM Abuzayed - Electronic Commerce Research …, 2021 - Elsevier
This study reviews the literature of online peer-to-peer (P2P) lending from 2008 until 2020
as an emergent but fast spreading phenomenon in the context of digital finance. Previous …

Artificial intelligence in Finance: a comprehensive review through bibliometric and content analysis

S Bahoo, M Cucculelli, X Goga, J Mondolo - SN Business & Economics, 2024 - Springer
Over the past two decades, artificial intelligence (AI) has experienced rapid development
and is being used in a wide range of sectors and activities, including finance. In the …

Herding behaviour in P2P lending markets

M Caglayan, O Talavera, W Zhang - Journal of Empirical Finance, 2021 - Elsevier
We explore lender behaviour on Renrendai. com, a leading Chinese peer-to-peer (P2P)
crowdlending platform. Using a sample of around five million investor-loan-hour …

The digital credit divide: Marketplace lending and entrepreneurship

D Cumming, H Farag, S Johan… - Journal of Financial and …, 2022 - cambridge.org
We conjecture that marketplace lending provokes an increase in the quantity of
entrepreneurship, particularly in more regionally disadvantaged areas, albeit at lower …

Learning from credit default

X Hu, Y **, Y Li, B Wu - Finance Research Letters, 2023 - Elsevier
Utilizing a unique P2P dataset, this study employs the PSM-DID method to explore the
learning effect brought about by default events on investors. The findings reveal that …

[HTML][HTML] Automatic versus manual investing: Role of past performance

S Kaawach, O Kowalewski, O Talavera - Journal of Financial Stability, 2024 - Elsevier
Using unique data from a leading peer-to-peer (P2P) lending platform, we investigate the
link between past investment performance and choice of auto-investing tool. Our results …

Improving credit risk assessment in P2P lending with explainable machine learning survival analysis

GF Bone-Winkel, F Reichenbach - Digital Finance, 2024 - Springer
Recent research using explainable machine learning survival analysis demonstrated its
ability to identify new risk factors in the medical field. In this study, we adapted this …

[HTML][HTML] Loan Pricing in Peer-to-Peer Lending

DD Maloney, SC Hong, B Nag - Journal of Risk and Financial …, 2024 - mdpi.com
Lenders writing loans in the peer-to-peer market carry risk with the anticipation of an
expected return. In the current implementation, many lenders do not have an exit strategy …

Online Investment Protection through Efficient Loan Exchange

B Shen, Y Zeng, L Cai, A Ling, J Guo… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Providing online loan investors with liquidity is vital for investment protection, especially in
crisis or extreme conditions. Some existing online platforms have provided secondary …

Female small business owners in China: Discouraged, not discriminated

M Caglayan, O Talavera, L **ong - Journal of International Financial …, 2022 - Elsevier
Using a unique small business loan application dataset from a peer-to-peer (P2P) digital
loan platform in China, we show that female entrepreneurs are more likely to be …