Recent studies find that observational returns to rural-urban migration are near zero in three developing countries. We revisit this result using panel tracking surveys from six countries, finding higher returns on average. We then interpret these returns in a multi-region Roy model with...

This paper analyzes how computerization affected the labor market outcomes of older workers between 1984 and 2017. Using the computerization supplements of the Current Population Survey (CPS) we show that different occupations were computerized at different times, older workers tended to start...

Because successful human capital interventions often fail to scale or replicate, public investment decisions require understanding how program size, context, and implementation shape program effects. This paper uses two new randomized controlled trials of summer youth employment programs in...

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...

Youth employment has been near historic lows in recent years, and racial gaps persist. This paper tests whether information frictions limit young people's labor market success with a field experiment involving over 43,000 youth in New York City. We build software that allows employers to quickly...

Recent policy discussions have proposed government-guaranteed jobs, including for youth. One key potential benefit of youth employment is a reduction in criminal justice contact. Prior work on summer youth employment programs has documented little-to-no effect of the program on crime during the...

We examine optimal retirement saving for young adults in a life cycle model. We find that for liquidity-constrained young adults who anticipate significant earnings growth, optimal retirement saving is zero. Specifically, we find that with a plausible wage profile for college-educated workers,...

We use longitudinal individual wage and employment data for young people in France and the United States to investigate the effect of intertemporal changes in an individual's status vis-…-vis the real minimum wage on employment transition rates. We" find that movements in both French and...