← Search

Journal of Financial Intermediation Vol. 63 2025

Credit and entrepreneurs’ income

Manthos D. Delis1; Fulvia Fringuellotti2; Maria Iosifidi3; Steven Ongena4

1 Audencia Business School · 2 Federal Reserve Bank of New York · 3 Montpellier Business School · 4 Swiss Finance Institute

open access

Abstract

Small business entrepreneurs facing credit constraints may experience significantly different future income trajectories compared to their unconstrained counterparts. We quantify this difference using uniquely detailed loan application data and a regression discontinuity design based on a bank’s credit score cutoff rule employed in the loan approval process. Our findings indicate that loan acceptance increases recipients’ real income by 11% five years later compared to rejected applicants. This effect persists across a wide range of robustness tests and is primarily driven by the utilization of borrowed funds for profitable investments, as captured by the bank’s ex-ante soft information and the ex-post firm performance. Additionally, within the cohort of accepted applicants, future income is higher for those who were easily accepted compared to marginally accepted borrowers with similar creditworthiness, highlighting the important efficiency effects of loan usage.

DOI
10.1016/j.jfi.2025.101161
Volume
63
Pages
101161
Language
en
Sources
openalex crossref bibtex:phds-export.bib

Cite