The Design of Making Pre-K count and High Fives: Two-Stage, Multiyear Random Assignment at Different Levels.

The Making Pre-K Count and High 5s studies represent a recent application of a phased two-stage, multi-level design, which was used to examine the effects of two aligned math programs implemented in early childhood settings. The purpose of this paper is to describe the challenges encountered in implementing this two-stage design and to describe approaches to resolving them. We then present a set of sensitivity analyses the study team used to examine the robustness of the findings.

Promoting EF With Preschool Interventions: Lessons Learned From 15 Years of Conducting Large-Scale Studies.

In the past two decades, a growing number of early childhood interventions that aim to improve school readiness have also targeted children's executive function (EF), building on the theory that promoting EF skills in preschool may play a key role in reducing the substantial gaps in school readiness and later achievement associated with family income. Despite the expansion of school readiness interventions across preschool, research evidence is mixed regarding what works to promote EF development and the impact of these interventions on children's EF skills, and subsequently, their academic and behavioral outcomes. This paper reviews four intervention approaches designed to support school readiness that may also improve children's EF skills by: (a) encouraging adaptive classroom behaviors, (b) improving social-emotional learning, (c) promoting play and direct training of EF skills, and (d) improving cognitive skills related to EF.

Designing Studies to Test Causal Questions About Early Math: The Development of Making Pre-K Count.

A growing literature has demonstrated that early math skills are associated with later outcomes for children. This research has generated interest in improving children's early math competencies as a pathway to improved outcomes for children in elementary school. The Making Pre-K Count study was designed to test the effects of an early math intervention for preschoolers.