We analyze a natural experiment in which policymakers in Pennsylvania first implemented, and later removed, reimbursements to districts for students exiting to brick and mortar and cyber charter schools. Generalized difference-in-difference models show that larger shares of students enrolling in charter schools predict decrements in spending,…

The "no excuses" charter school model is widely regarded in public debate as an effective policy intervention to politically and economically empower historically marginalized student populations. The organizing principle of the "no excuses" model is to do whatever it takes to close the achievement gap and to prepare students…

This paper develops models to measure growth in student achievement with a focus on the possibility of differential growth in achievement for low and high-achieving students. We consider a gap-closing model that evaluates the degree to which students in a target group -- students in the bottom quartile of measured achievement -- perform better…

College and career readiness is a focal area within the United States for student achievement within the context of global competitiveness. Despite recent efforts to focus on the college and career readiness of America's students, national data has proven that many students are not prepared for college and need remedial intervention upon entrance…

While policy formation frameworks are commonly used to understand public policy developments, scholars rarely have used them to reflect on arts education policies. Such analysis is important because it can assist both in identifying the genesis of past policies, including who the important actors are, how issues are framed and problematized, and…

This paper studies the use of Reinforcement Learning (RL) policies for optimizing the sequencing of online learning materials to students. Our approach provides an end to end pipeline for automatically deriving and evaluating robust representations of students' interactions and policies for content sequencing in online educational settings. We…

Students with and without disabilities may be educated across various service delivery models (SDMs): general education, cotaught, pull-out, and self-contained. Still, evidence for their relative effectiveness at scale remains limited. Using longitudinal administrative data from Indiana, we measured the effect of different SDMs on test scores,…

We propose a novel estimator for use in a fuzzy regression discontinuity setting. The estimator can be thought of as extrapolating the traditional fuzzy regression discontinuity estimate or as an observational study that adjusts for endogenous selection into treatment using information at the discontinuity. We show that it can be motivated as…

In the larger context of migration, the education and integration of immigrant children within Canadian school systems has become a pressing concern for education policy makers. Through a systematic content analysis, this study developed a Multidimensional Support Model to examine education policies and support measures that have been articulated…

The Collaborative for Academic, Social, and Emotional Learning (CASEL) has been a leader in the field of social and emotional learning (SEL) for over two decades. CASEL collaborates with thought leaders to equip educators, policymakers, and researchers with the knowledge and resources to make evidence-based SEL an integral part of equitable…

Higher education institutions face heightened accountability for student success. As such, higher education relies heavily on big data to predict student outcomes. This process is problematic because predictive models are developed on historical data, are deficit based, and are focused on student factors, neglecting institutional factors. The…

The Every Student Succeeds Act (ESSA) proposes changes in how states include the nation's growing population of English Learners (ELs) into the accountability system. The purpose of this paper is to identify key issues and questions that might be considered and explored by state decision makers in this area. Our primary audience is anyone in a…

School climate is a well-studied issue in educational research. However, surveys of school climate tend to be analyzed using item-centered as opposed to person-centered methods. The current study evaluated the 2018 South Carolina School Climate Survey using advanced applications of mixture modeling in an attempt to identify latent profiles at the…

The primary purpose of this study was to examine how best a Tennessee 4-year public university can perform under the state's outcomes-based funding formula, most commonly identified as either PF 2.0 or the Complete College Tennessee Act (CCTA) funding formula. Using a mixed methods approach, the research analyzed select input variable performance…

Rural students in Arizona enjoy far more education choice options than rural students in any other state. Education has flourished in rural areas under Arizona's robust choice environment just as much as in the remainder of the state. The data could not be clearer: Rural students with expanded opportunities thrive, as do their teachers and…