Automated writing evaluation (AWE) is an artificial intelligence (AI)-empowered educational technology designed to assist writing instruction and improve students' writing proficiency. The present study adopted a quasi-experimental design using the inverse probability of treatment weighting method to explore the long-term effects of an AWE system…

While policymakers have demonstrated considerable enthusiasm for "science of reading" initiatives, the evidence on the impact of related reforms when implemented at scale is limited. In this pre-registered, quasi-experimental study, we examine California's recent initiative to improve early literacy across the state's lowest-performing…

For the past decade, the number of homeless youth in the United States has drastically increased, with public schools now consistently serving over one million homeless students each year. Research spanning three decades has linked youth homelessness and poorer academic achievement. In addition to decreased academic achievement, homeless and…

Large-scale performance assessment programs are a longstanding reform tool. However, standard setting can be a challenge for assessment programs that use primarily non-standardized assessments. The purpose of this paper is to extend this field of research by explaining the standard setting methodology applied to one more recent instantiation of a…

Automated writing evaluation (AWE) is a cutting-edge technology-based intervention designed to help teachers meet their challenges in writing classrooms and improve students' writing proficiency. The fast development of AWE systems, along with the encouragement of technology use in the U.S. K-12 education system by the Common Core State Standards…

In this dissertation, I examine how two major social programs in Kentucky--state-funded preK and Family Resource and Youth Service Centers--impact children's outcomes across the state, including racial, ethnic, and economic equity through elementary school. In each chapter, I will analyze how early childhood opportunities relate to outcomes…