Was pandemic fiscal relief effective fiscal stimulus? Evidence from aid to state and local governments

Abstract

We use an instrumental-variables estimator reliant on variation in congressional representation to analyze the macroeconomic effects of federal aid to state and local governments during the COVID-19 pandemic. Through December 2022, we estimate statistically insignificant impacts of federal aid on employment. Our baseline point estimate suggests that $603,000 were allocated for each state or local government job-year preserved, and the bounds on our baseline confidence interval rule out estimates smaller than $220,400. Our estimates of effects on aggregate income and output are centered on zero and imply modest if any spillover effects onto the broader economy.