The heterogeneous reactions of household credit to income shocks

Nov 27, 2025·
Nikolaos Koutounidis
Nikolaos Koutounidis
,
Elena Loutskina
,
Daniel Murphy
· 1 min read
Abstract
We study how household debt portfolios—aggregated at the ZIP code level—respond to local income shocks in the United States. We implement two separate identification strategies: (i) a Bartik-style instrument that shifts local earnings via national industry trends, and (ii) a novel instrument utilizing the timing and location of shale oil and gas well discoveries. Across both designs, positive income shocks are, on average, associated with deleveraging. This average, however, masks a sharp bifurcation in financial behavior. Deleveraging in total credit is driven by financially healthier households—those with higher credit scores, higher incomes, or lower leverage—who restrain the growth of credit-card and auto debt. In contrast, financially vulnerable households often treat the windfall as a gateway to new auto credit while still deleveraging credit-card and typically mortgage debt. Looking at mixed-profile households, we find strong mortgage leveraging among households with high income and high debt or low credit scores. These results show that the same income shock can trigger balance-sheet repair for some households and additional leverage for others—varying by both borrower type and debt category—underscoring substantial underlying heterogeneity and highlighting barriers to broad-based financial stability.
Type
JEL Codes
D14, D15, G51, H31

Interactive Visualization: Bartik Instrument

The map below shows cross-sectional variation in our Bartik (shift-share) instrument across US counties. The instrument predicts local earnings shocks based on national industry trends weighted by each county’s pre-period industry composition.