Does the structure of the financial system influence the economy’s resilience to adverse shocks? Using high-frequency, U.S. county-level data on employment, small business revenue, and COVID-19 cases, we discover that employment, especially the employment of low-income workers, and the...

Analysis of a panel data set for 1976-98 shows that on balance stock markets and banks positively influence economic growth; findings that do not result from biases induced by simultaneity, omitted variables, or unobserved country-specific effects