We conducted a comprehensive, systematic review and meta-analysis on the effects of the BSCS 5E Instructional Model--and its related variants--on science, math, and motivation outcomes. The 5E Instructional Model is a framework for delivering STEM instruction that is based on constructivist learning theory; it has been used throughout the U.S. and…

This study explores how observed emotion-focused teaching in preschool classrooms differs across classroom activity settings. Forty-three teachers were observed across several mornings. A total of 1,604 video cycles were coded for levels of emotion-focused teaching (e.g., total, modeling, responding, and instructing) and their activity settings…

We tested a specific theoretical assumption of a learning trajectories (LTs) approach to curriculum and teaching in the domain of early length measurement. Participating kindergartners (n = 189) were assigned to one of three conditions: LT, reverse-order (REV), or business-as-usual (BAU). LT and REV students received one-on-one instruction using…

Persistent social inequities in the United States demand attention to culturally responsive (CR) teaching, which requires a specific disposition toward students and teaching. Using survey data of secondary teachers (N = 417) in seven urban districts across the country engaging in equity-oriented professional learning (PL) initiatives, we examine…

At the onset of the COVID-19 pandemic, our teacher preparation program shifted to an online setting, disrupting a key feature of practice-based teacher preparation: preservice science teachers' (PSTs) approximation of rigorous and responsive instruction during extended pedagogical rehearsals, called macroteaching. Given this unplanned shock to…

Self-regulated learners strategically manage physical, technological, online, and social resources for learning--by selecting resources that could be useful, reflecting on how useful these resources have been, and adjusting resource use accordingly. We propose a model that conceptualizes resource management as learners' intentional,…

A growing movement suggests that social and emotional learning (SEL) should be integrated into educational experiences in and outside schools. Afterschool programs can be particularly well suited for SEL, and afterschool educators can play an important role in skill development. We interviewed 23 experienced afterschool educators in…

Research on developmental education reform has given surprisingly limited attention to what happens inside the classroom between faculty and students. Our qualitative study used interview data from 20 faculty and 20 students in corequisite math and English courses at one of the nation's largest and most racially diverse community college systems.…

This study explores social studies teachers' self-reported instruction about teaching the 2020 election in U.S. secondary schools. We analyzed survey responses from 1,723 secondary social studies teachers from 12 states (3 left-leaning, 3 right-leaning, 6 battleground) collected in the weeks after the election, examining self-reported pedagogies,…

Students, instructors, and policy makers are in need of research-based recommendations for supporting students' motivation to pursue STEM fields. The present study addressed this need by examining relations between perceived motivational supports, year-long trajectories of expectancy for success and three task values, and grades among students (N…

Given the current threat posed by toxic digital content, preparing students to evaluate online sources cannot be relegated to a single subject area--this instruction should happen across the curriculum. This article focuses on materials designed to teach students to evaluate online information across subject areas. ninth-grade biology and world…

Preschool through third grade (P-3) alignment is regularly named as a key aspect of early childhood education and the transition to formal schooling. However, little is known about P-3 alignment in practice. Using data from 265 observations of math instruction in preschool, kindergarten, first-, and third-grade classrooms in New York City public…

Schools experienced unprecedented disruptions to instruction during the COVID-19 pandemic, largely driven by the abrupt transition to online learning in the spring of 2020. Often, this shift created a "black box" around remote learning and instruction. However, data generated by educational technology platforms can provide a window into…

The massive racial inequities exposed by the COVID-19 pandemic and the nationwide protests in response to the killings of unarmed Black people forced a reckoning among many educators about racial injustice in the educational system. In March 2020, we launched a massive open online course designed to support teachers in adopting antiracist equity…

In addition to providing a set of techniques to analyze educational data, I claim that data science as a field can provide broader insights to education research. In particular, I show how the bias-variance tradeoff from machine learning can be formally generalized to be applicable to several prominent educational debates, including debates around…