I analyze efficient government interventions to mitigate financial distress during a severe macroeconomic downturn. At the macroeconomic level, the key variable is the gap between the real wage and the shadow cost of labor. This gap is large when unemployment is high. At the micro level,...

We adopt a time series approach to investigate the historical relation between unemployment, life expectancy, and mortality rates. We fit a Vector-autoregression (VAR) for the overall US population and for groups identified based on gender and race. We find that shocks to unemployment are...

The impact of an economic shock depends both on its severity and the resilience of the economic response. Resilience can include the ability to relocate factors, for example, even when new technologies or skills are not yet at the ready. This resilience per se buffers production and has an...

We use a detailed micro dataset on product availability to construct a direct high-frequency measure of consumer product shortages during the 2020-2021 pandemic. We document a widespread multi-fold rise in shortages in nearly all sectors early in the pandemic. Over time, the composition of...

We test for heterogeneity in the effects of the COVID-19 recession on young workers by estimating month-by-month effects of the pandemic on labor market outcomes among workers aged 15-19 and aged 20-24. We use CPS data from January 2016 to June 2021, limiting the sample to childless individuals...

We follow the labor market outcomes of applicants who were randomized into job training a year and a half before the pandemic through the subsequent economic turmoil that resulted from COVID-19. Despite persistently improved labor market outcomes of training participants prior to March 2020, we...