The purpose of this study was to understand how a school-based personalized learning approach can help improve literacy achievement among middle grades students in a rural area. This study followed two cohorts of schools serving students in grades 6-8 in northeast Tennessee for one year each (2018-19 and 2021-22), to assess student and school…

Structure reflects a variety of practices teachers use with the intent to guide students' behavior and increase academic success. A research synthesis was conducted on the role of classroom structure in the academic engagement, disengagement, competence beliefs, and achievement of preschool through high school students. A meta-analysis of 191…

Paraprofessionals are increasingly being hired to support students with special needs in schools and are key implementers of behavior interventions for students. However, research is limited on how paraprofessionals perceive the management of student behavior. Using a mixed-methods design approach, the current investigation assesses…

Professional development (PD), which includes coaching, has demonstrated the capacity to affect preschool teachers' use of evidence-based practices. The present study explored how coaches facilitated conversations within practice-based coaching (PBC) partnerships. A direct behavioral observation coding system was developed to investigate: (1) the…

Automated writing evaluation (AWE) tools can facilitate teachers' analysis of and feedback on students' writing. However, increasing evidence indicates that writing instructors experience challenges in implementing AWE tools successfully. For this reason, our development of the Writing Analytics Tool (WAT) has employed a participatory approach…

With the emergence of interventions shown to reduce school discipline disparities, it is important to explore what variables influence educators to implement these approaches. In-depth interviews were conducted with a purposeful sample of 21 educators asked to describe their experiences implementing an equity-focused PBIS intervention. A…

Objective: To identify subgroups of urban youth based on their self- and teacher-reported mental health symptoms, and to explore characteristics of these subgroups. Methods: Cross-sectional data from 426 eighth-grade students (M[subscript age] = 13.22 years; 70.1% Black/ African American; 58.7% female) across 20 Baltimore City public schools were…

This paper explores a general approach to paraphrase generation using a pre-trained seq2seq model fine-tuned using a back-translated anatomy and physiology textbook. Human ratings indicate that the paraphrase model generally preserved meaning and grammaticality/fluency: 70% of meaning ratings were above 75, and 40% of paraphrases were considered…

Numerous approaches have been introduced to automate the process of text summarization, but only few can be easily adapted to multiple languages. This paper introduces a multilingual text processing pipeline integrated in the open-source "ReaderBench" framework, which can be retrofit to cover more than 50 languages. While considering the…

Measuring the quality of classroom-based interactive shared book reading within the early childhood classroom represents a specific dimension of teacher-child interactions that is of great interest to researchers. This interest reflects decades of research demonstrating the benefit of reading to young children in both the home and the classroom.…

There has been a long-standing issue of sparse discussion forums participation in online learning, which can impede students' help seeking practices. Researchers have examined AI techniques such as link prediction with network analysis to connect help seekers with help providers. However, little is known whether these AI systems will treat…

This randomized controlled trial examined the efficacy of an elementary school service-learning program, Connect Science (CS), on classroom practices and students' science achievement, civic engagement, and social skills. Fourth grade teachers were enrolled into intervention versus control conditions resulting in 41 classrooms (20 intervention)…

As interventions show promise for reducing school discipline disparities, it is important to understand what variables increase educators' commitment toward addressing racial equity in schools. In-depth interviews were conducted with a purposeful sample of 15 educators asked to describe pivotal events that shifted their own or others' active…

Training and consultation are core implementation strategies used to support the adoption and delivery of evidence-based prevention programs (EBPP), but are often insufficient alone to effect teacher behavior change. Group-based motivational interviewing (MI) and related behavior change techniques (BCTS; e.g., strategic education, social…

Classroom management is commonly challenging in middle schools. Class-wide function-related intervention teams (CW-FIT) is a multi-tiered intervention designed to decrease problem behaviors at the classroom level. It is comprised of evidence-based practices such as teaching classroom expectations, increasing teacher praise, and using positive…