We analyze linked databases on all Small Business Administration (SBA) loans, on all SBA lenders, and on all U.S. employers to estimate the effects of financial access on employment growth. Our methods combine regressions with matching on firm age, size, industry, year, and employment history,...

Small Business Administration (SBA) loans have long been one of the most significant policy interventions in the U.S. affecting firm behavior, but little is known about their outcomes. This paper estimates the effects on employment using a list of all SBA loans linked to annual data on all U.S....

We examine the impact of political turnover on economic performance in a setting of largely unanticipated political change and profoundly weak institutions: the 2004 Orange Revolution in Ukraine. Exploiting census-type panel data on over 7,000 manufacturing enterprises, we find that the...