Screening peers softly: Inferring the quality of small borrowers

R Iyer, AI Khwaja, EFP Luttmer… - Management …, 2016 - pubsonline.informs.org
This paper examines the performance of new online lending markets that rely on nonexpert
individuals to screen their peers' creditworthiness. We find that these peer lenders predict an …

Interest rates and equity extraction during the housing boom

N Bhutta, BJ Keys - American Economic Review, 2016 - aeaweb.org
Credit record panel data from 1999–2010 indicates that the likelihood of home equity
extraction (borrowing, on average, about $40,000 against one's home) peaked in 2003 …

Soft information in the financial press and analyst revisions

MT Bradshaw, B Lock, X Wang… - The accounting …, 2021 - publications.aaahq.org
Both sell-side analysts and the media are information intermediaries in capital markets. This
study investigates the association between sell-side analyst research and information in firm …

[PDF][PDF] Investing in lending technology: It spending in banking

Z He, S Jiang, D Xu, X Yin - University of Chicago, Becker Friedman …, 2021 - papers.ssrn.com
This paper studies the economics behind the investment in information technologies (IT) by
US commercial banks in the past decade. By linking banks' IT spending to their lending …

A personal touch in text messaging can improve microloan repayment

D Karlan, M Morten… - Behavioral Science & …, 2015 - journals.sagepub.com
Because payment delays and defaults significantly affect both lenders and borrowers in
fragile economies, strategies to improve timely loan repayment are needed to help make …

iCARE: A framework for big data-based banking customer analytics

N Sun, JG Morris, J Xu, X Zhu… - IBM Journal of Research …, 2014 - ieeexplore.ieee.org
The amount of data stored by banks is rapidly increasing and provides the opportunity for
banks to conduct predictive analytics and enhance its businesses. However, data scientists …

[HTML][HTML] Bridging the credit gap: The influence of regional bank structure on the expansion of peer-to-peer lending

N Eid, J Yang, M Duygun - The British Accounting Review, 2024 - Elsevier
This paper investigates the extent to which the regional credit market structures,
characterized by the presence and lending capacity of traditional banks, shape the growth of …

Words matter: The role of readability, tone, and deception cues in online credit markets

Q Gao, M Lin, R Sias - Journal of Financial and Quantitative Analysis, 2023 - cambridge.org
Using debt crowdfunding data, we investigate whether borrowers' writing style is associated
with an online lender and borrower behaviors, whether the information contained in …

Selection, leverage, and default in the mortgage market

A Gupta, C Hansman - The Review of Financial Studies, 2022 - academic.oup.com
We ask whether the correlation between mortgage leverage and default is due to moral
hazard (the causal effect of leverage) or adverse selection (ex ante risky borrowers choosing …

Information from relationship lending: Evidence from loan defaults in China

C Chang, G Liao, X Yu, Z Ni - Journal of Money, Credit and …, 2014 - Wiley Online Library
Using a proprietary database from a large Chinese state‐owned bank, we examine whether
information evolved from banking relationships predicts commercial loan default by …