Credit, Income, and Income Inequality 

100 Pages Posted: 29 Jun 2020 Last revised: 22 Apr 2024

See all articles by Manthos D. Delis

Manthos D. Delis

Audencia Business School

Fulvia Fringuellotti

Federal Reserve Banks - Federal Reserve Bank of New York

Steven Ongena

University of Zurich - Department Finance; Swiss Finance Institute; KU Leuven; NTNU Business School; Centre for Economic Policy Research (CEPR)

Multiple version iconThere are 2 versions of this paper

Date Written: March 16, 2021

Abstract

How does credit access for small business owners affect their income? A bank's cutoff rule, employed in the decision to grant loans and based on applicants' credit scores, provides us with the exogenous variation needed to answer this question. Analyzing uniquely detailed loan application data, we find that application acceptance increases recipients' income five years later by more than ten percent compared to denied applicants. Looking across various salient groups of applicants, we find that relatively constrained groups, i.e. new, levered, or high-growth firms, female-owned firms, or firms located in low-income regions, display higher responses to credit origination. This effect is driven by the use of borrowed funds to make investments and mostly reflects the upward mobility of poor individuals.

Keywords: credit constraints, income inequality, business loans, economic mobility, regression discontinuity design

JEL Classification: D31, E24, G21, O15

Suggested Citation

Delis, Manthos D. and Fringuellotti, Fulvia and Ongena, Steven R. G., Credit, Income, and Income Inequality  (March 16, 2021). FRB of New York Staff Report No. 929, Rev. August 2024. Previous titles: “Credit and Income Inequality," "Credit, Income, and Inequality,” and “Credit and Income”, Proceedings of Paris December 2020 Finance Meeting EUROFIDAI - ESSEC, Available at SSRN: https://ssrn.com/abstract=3631252 or http://dx.doi.org/10.2139/ssrn.3631252

Manthos D. Delis

Audencia Business School ( email )

8 Road Joneliere
BP 31222
Nantes Cedex 3, 44312
France

Fulvia Fringuellotti (Contact Author)

Federal Reserve Banks - Federal Reserve Bank of New York

33 Liberty Street
New York, NY 10045
United States

Steven R. G. Ongena

University of Zurich - Department Finance ( email )

Schönberggasse 1
Zürich, 8001
Switzerland

Swiss Finance Institute

c/o University of Geneva
40, Bd du Pont-d'Arve
CH-1211 Geneva 4
Switzerland

KU Leuven ( email )

Oude Markt 13
Leuven, Vlaams-Brabant 3000
Belgium

NTNU Business School ( email )

Norway

Centre for Economic Policy Research (CEPR)

London
United Kingdom

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