This paper demonstrates how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. We examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance prediction; and (2) what types of in-game features were associated with student…

Background: School-based treatments for anxiety disorders are needed to address barriers to accessing community-based services. A key question for school administers are the costs related to these treatments. Aims of the Study: This study examined the cost-effectiveness of a school-based modular cognitive behavioral therapy (M-CBT) for pediatric…

Prior research shows that self-explanation promotes understanding by helping learners connect new knowledge with prior knowledge. However, despite ample evidence supporting the effectiveness of self-explanation, an instructional design challenge emerges in how best to scaffold self-explanation. In particular, it is an open challenge to design…

We investigated the effects of proximal grouping of numbers, problem-solving goals to make 100, and prior knowledge on students' solution strategies in an online mathematics game. Logistic regression on 857 problem-level data points from 227 middle-school students showed that students were more likely to use productive solution strategies on…

Understanding equivalence is fundamental to STEM disciplines, yet misunderstandings and misconceptions inhibit students from fully appreciating or leveraging the concept. Using the game-based algebraic notation system, From Here to There! (FH2T), students explore ideas of equivalence by dynamically transforming expressions or equations among…

Exclusionary discipline practices have a direct negative impact on individual students, schools, and society at large. To improve equity and cultural responsivity, active efforts to assess the contextual fit of effective strategies are necessary. The following study describes the Inclusive Skill-building Learning Approach (ISLA), an intervention…

Students value school success but often experience classroom norms implying that learning is easy and succeeding in school is not difficult. Applying an identity-based motivation (IBM) lens highlights three ways succeed-with-ease-not-effort norms can undermine students' grades and increase their risk of course failure. Succeed-with-ease-not-effort…

Numbers and variables often follow the same principles of arithmetic operations, yet numbers can be computed to a value whereas variables cannot. We examined the effect of symbols--numbers versus variables--on middle school students' problem-solving behaviors in a dynamic algebra notation system by presenting problems in numbers (e.g., 3+5-3) or…

Middle grades teachers want early adolescents to take responsibility for their own learning and success in school. One way to encourage this is with "interactive homework," which enables students to lead conversations with a parent or family partner about something interesting they are learning in class. An exploratory study tested…

District leaders have invested widely in the creation of parent portals, but have paid less attention to ensuring that they are achieving their purpose in providing information that parents can use in supporting their children's academic success. This study, based on qualitative field note data from a larger four-year study of a continuous…

Purpose: This study explores the roles of morphological skills (Morphological Awareness, Morphological-Syntactic-Knowledge, Morphological-Semantic-Knowledge, and Morphological-Orthographic/Phonological-Knowledge), vocabulary (knowledge of definitions, relationships between words, and polysemous meanings), and syntax in contributing to adolescent…

EMPOWER was an Investing in Innovation (i3) development grant awarded to Cabarrus County Schools by the Office of Innovation and Improvement, U.S. Department of Education. EMPOWER provided social-emotional, academic, and non-cognitive supports in magnet school settings to students from low-income families. Family engagement and teacher…

Introduction: Developing graphicacy skills is important for students with visual impairments if they are to succeed in science, technology, engineering, and mathematics (STEM) content. Teachers of students with visual impairments report that they lack resources to use in teaching students graphicacy skills. Methods: Forty-one students with visual…

Background: School nutrition reform continues to be of interest to many due to the potential for widespread benefits for students who eat at school. however, disparities still exist in implementing the mandates resulting from the 2010 Healthy, Hunger-Free Kids Act. Purpose: The purpose of this study was to investigate middle school stakeholders'…

Assessing treatment integrity is essential to understanding how well school-based interventions are delivered. The assessment of treatment integrity is especially challenging for interventions that provide one-on-one peer support over the phone. To address this gap, we explored treatment integrity approaches used for the "Parent…