Prior work has shown that students' reports of their levels of social-emotional skills predict achievement levels and gains, but we have little evidence on whether within-student changes in student reports of social-emotional skills are predictive of changes in theoretically related academic and behavioral outcomes. We use large-scale data from…

Prior work has shown that levels of self-reported student social-emotional learning (SEL) predict student achievement levels--as well as student achievement gains--but little has been done to understand if within-student changes in student reports of SEL are predictive of changes in theoretically related academic and behavioral outcomes. We use…

As educational policy makers seek strategies to improve the teacher workforce, the early career period represents a unique opportunity to identify struggling teachers, examine the likelihood of future improvement, and make strategic pretenure investments in development or dismissals. It is also a useful time to identify particularly promising…

Existing research on self-management skills shows that measures of self-management predict student success. However, these conclusions are based on small samples or narrowly defined self-management measures. Using a rich longitudinal dataset of 221,840 fourth through seventh grade students, this paper describes self-management gaps across student…

Mounting evidence demonstrates that social-emotional skills are important for students' academic and life success, yet we have limited evidence on how these skills develop over time and how this development varies across student subgroups. In this study, we use the first large-scale panel survey of social-emotional learning (SEL) to describe how…

School performance pressures apply disproportionately to tested grades and subjects. Using longitudinal administrative data--including achievement data from untested grades--and teacher survey data from a large urban district, we examine schools' responses to those pressures in assigning teachers to high-stakes and low-stakes classrooms. We find…

Value-added models in education research allow researchers to explore how a wide variety of policies and measured school inputs affect the academic performance of students. Researchers typically quantify the impacts of such interventions in terms of "effect sizes", i.e., the estimated effect of a one standard deviation change in the…