Screening peers softly: Inferring the quality of small borrowers
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 …
individuals to screen their peers' creditworthiness. We find that these peer lenders predict an …
Interest rates and equity extraction during the housing boom
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 …
extraction (borrowing, on average, about $40,000 against one's home) peaked in 2003 …
Soft information in the financial press and analyst revisions
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 …
study investigates the association between sell-side analyst research and information in firm …
[PDF][PDF] Investing in lending technology: It spending in banking
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 …
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
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 …
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 …
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
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 …
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
Using debt crowdfunding data, we investigate whether borrowers' writing style is associated
with an online lender and borrower behaviors, whether the information contained in …
with an online lender and borrower behaviors, whether the information contained in …
Selection, leverage, and default in the mortgage market
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 …
hazard (the causal effect of leverage) or adverse selection (ex ante risky borrowers choosing …
Information from relationship lending: Evidence from loan defaults in China
Using a proprietary database from a large Chinese state‐owned bank, we examine whether
information evolved from banking relationships predicts commercial loan default by …
information evolved from banking relationships predicts commercial loan default by …