We use miscarriage as a biological shock to fertility in order to estimate the causal impact of motherhood on labor market outcomes. The number of instruments is increased by exploiting the response-heterogeneity to miscarriage along three dimensions: time, age, and birth order. This allows us...

While fertility is positively correlated across generations, the causal effect of children's experience with larger sibships on their own fertility in adulthood is poorly understood. Using the sex composition of the two first-born children as an instrumental variable, we estimate the effect of...

We develop the case of two-stage least squares estimation (2SLS) in the general framework of Athey et al. (Generalized Random Forests, Annals of Statistics, Vol. 47, 2019) and provide a software implementation for R and C++. We use the method to revisit the classic application of instrumental...

We develop the case of two-stage least squares estimation (2SLS) in the general framework of Athey et al. (Generalized Random Forests, Annals of Statistics, Vol. 47, 2019) and provide a software implementation for R and C++. We use the method to revisit the classic application of instrumental...

Using data on American women and the health status of their children, this paper studies the effect of remote work on female earnings. Instrumental variables estimates, which exploit a temporary child health shock as exogenous variation in the propensity to work at home, yield an hourly wage...

This paper studies the racial gap in the female wage penalty to remote work. Using a temporary child health problem as a source of exogenous variation in the propensity to work from home, wage penalties reach 86 percent for black women and 77 percent for white women. Promotion bias, task...

In 2007, seeking to increase female labor force participation and more generally ease burdens on working women, the Mexican government introduced an enormous expansion of a child care program: Estancias Infantiles para Apoyar a Madres Trabajadoras (EI). EI covers 90 percent approximately of the...

Twin births are often used to instrument for fertility when investigating the impact of family size on labor market outcomes. In this paper we consider two econometric problems both related to the link between fertility treatments and multiple births. The first is the potential for omitted...

We use miscarriage as a biological shock to fertility in order to estimate the causal impact of motherhood on labor market outcomes. The number of instruments is increased by exploiting the response-heterogeneity to miscarriage along three dimensions: time, age, and birth order. This allows us...

In 2007, seeking to increase female labor force participation and more generally ease burdens on working women, the Mexican government introduced an enormous expansion of a child care program: Estancias Infantiles para Apoyar a Madres Trabajadoras (EI). EI covers 90 percent approximately of the...