Fintech lending

T Berg, A Fuster, M Puri - Annual Review of Financial …, 2022 - annualreviews.org
In this article, we review the growing literature on financial technology (FinTech) lending—
the provision of credit facilitated by technology that improves the customer–lender …

Algorithmic fairness

S Das, R Stanton, N Wallace - Annual Review of Financial …, 2023 - annualreviews.org
This article reviews the recent literature on algorithmic fairness, with a particular emphasis
on credit scoring. We discuss human versus machine bias, bias measurement, group versus …

Can fintech improve the efficiency of commercial banks?—An analysis based on big data

Y Wang, S Xiuping, Q Zhang - Research in international business and …, 2021 - Elsevier
This paper assess the potential impact of Fintech on the banking industry. Results suggest
that, for commercial banks, development of Fintech leads to increased profitability, financial …

Fintech: what's old, what's new?

A Boot, P Hoffmann, L Laeven, L Ratnovski - Journal of financial stability, 2021 - Elsevier
We study the effects of technological change on financial intermediation, distinguishing
between innovations in information (data collection and processing) and communication …

Consumer-lending discrimination in the FinTech era

R Bartlett, A Morse, R Stanton, N Wallace - Journal of Financial Economics, 2022 - Elsevier
US fair-lending law prohibits lenders from making credit determinations that disparately
affect minority borrowers if those determinations are based on characteristics unrelated to …

Decaf: Generating fair synthetic data using causally-aware generative networks

B Van Breugel, T Kyono, J Berrevoets… - Advances in …, 2021 - proceedings.neurips.cc
Abstract Machine learning models have been criticized for reflecting unfair biases in the
training data. Instead of solving for this by introducing fair learning algorithms directly, we …

On fintech and financial inclusion

T Philippon - 2019 - nber.org
The cost of financial intermediation has declined in recent years thanks to technological
progress and increased competition. I document this fact and I analyze two features of new …

Invisible primes: Fintech lending with alternative data

M Di Maggio, D Ratnadiwakara, D Carmichael - 2022 - nber.org
We exploit anonymized administrative data provided by a major fintech platform to
investigate whether using alternative data to assess borrowers' creditworthiness results in …

[图书][B] Wealth, race, and consumption smoothing of typical income shocks

P Ganong, D Jones, PJ Noel, FE Greig, D Farrell… - 2020 - aeaweb.org
We study the consumption response to typical labor income shocks and investigate how
these vary by wealth and race. First, we estimate the elasticity of consumption with respect to …

Identifying prediction mistakes in observational data

A Rambachan - The Quarterly Journal of Economics, 2024 - academic.oup.com
Decision makers, such as doctors, judges, and managers, make consequential choices
based on predictions of unknown outcomes. Do these decision makers make systematic …