Contextual multi-armed bandits have previously been used to personalize student support messages given to learners by supplying a model with relevant context about the user, problem, and available student supports. In this work, we propose using careful feature selection with relevant domain knowledge to improve the quality of student support…

This study aimed to describe 2nd-grade teachers' use of different forms of praise during English Language Arts (ELA) instruction and examine if teacher characteristics were associated with differences in the use of different types of praise. Investigators recorded 2nd-grade teachers' language use during randomly selected, 15-min excerpts (n = 912)…

This work proposes Dynamic Linear Epsilon-Greedy, a novel contextual multi-armed bandit algorithm that can adaptively assign personalized content to users while enabling unbiased statistical analysis. Traditional A/B testing and reinforcement learning approaches have trade-offs between empirical investigation and maximal impact on users. Our…

Although previous research suggests the use of classroom management strategies can support student engagement and learning, gaps in the literature still exist including the frequency of classroom management strategies in small-group instruction. The purpose of this descriptive study was to measure the frequency of paraprofessionals' (n = 94)…

Middle school is a cornerstone for success in high school. However, cognitive, emotional, and behavioral engagement of adolescents often decline as they transition from elementary to middle school, resulting in lower school grades and more challenging behaviors, especially for adolescents with or at risk for emotional and behavioral disorders…

Children learn to perform actions on artifacts in their environments from infancy, but the ways caregivers support this learning during everyday interactions are relatively unexplored. This study investigated how naturalistic caregiver-child teaching interactions promoted conventional action learning in toddlers. Caregivers of 32 24- to…

This study examined the feasibility and potential efficacy of the Resilience Education Program (REP), a Tier 2 school-based internalizing intervention. REP represents a hybrid intervention approach, incorporating both small-group cognitive-behavioral instruction and a Check-In/Check-Out reinforcement-based mentorship program. A randomized…

This is the first systematic review of the school outcome literature for behavior interventions used with middle school students exhibiting disruptive behaviors. A total of 51 investigations (published between 2000 and 2020) including 6,498 students and 264 implementers were coded on four dimensions (i.e., sample, interventions, methodology, and…

Middle school teachers frequently struggle with positively managing student behavior. However, praise-to-reprimands ratios (PRRs) have received little research attention. PRRs studied in elementary school have been associated positively with improvements in on-task and prosocial behavior, but limited research has been conducted on optimal PRRs in…

Commemorating the 40th anniversary of the Diagnostic and Statistical Manual (DSM) III, the purpose of this commentary is to describe school-based and school-relevant interventions and instructional approaches for children and youth with autism that have been developed and employed during that time period. The commentary begins with a brief…