This case study describes a small randomized controlled trial (RCT) comparing alternative strategies for monitoring and supporting academic achievement in Year Up's Professional Training Corps (PTC) program. Year Up is a nonprofit organization dedicated to preparing economically disadvantaged young adults for well-paying jobs with advancement…

Heterogeneity between and within people necessitates the need for sequential personalized interventions to optimize individual outcomes. Personalized or adaptive interventions (AIs) are relevant for diseases and maladaptive behavioral trajectories when one intervention is not curative and success of a subsequent intervention may depend on…

Improving the educational outcomes of economically disadvantaged children is a policy priority in the United States, and yet relatively little progress has been made in recent decades. Education reforms that aim to help economically disadvantaged students often focus on improving the quality with which grade-level material is taught, or the…