Low-income children, particularly those with special needs, may have limited access to high-quality early care experiences. Childcare subsidies are intended to increase families' access to quality care, but little is known about subsidy use by children with special needs. Using a nationally representative sample of 4,000 young children who…

This study used data from Early Childhood Longitudinal Study -- Birth Cohort (ECLS-B) and examined the relations between children's Head Start exposure and their early academic skills (i.e., language, literacy, and math skills) in the United States. Two groups of children who shared similar socio-economic status and disability status but received…

Researchers have become increasingly interested in programs' main and interaction effects of two variables (A and B, e.g., two treatment variables or one treatment variable and one moderator) on outcomes. A challenge for estimating main and interaction effects is to eliminate selection bias across A-by-B groups. I introduce Rubin's causal model to…

The federal child-care subsidy program represents one of the government's largest investments in early care and education. Using data from the nationally representative Early Childhood Longitudinal Study-Birth Cohort, this study examines associations, among subsidy-eligible families, between child-care subsidy receipt when children are 4 years old…