Although early behavioral intervention is considered as empirically-supported for children with autism, estimating treatment prognosis is a challenge for practitioners. One potential solution is to use machine learning to guide the prediction of the response to intervention. Thus, our study compared five machine algorithms in estimating treatment…

The number of students assigned to special education has increased in the past decades, in spite of efforts for more inclusion. For students with mild learning or behavioral difficulties, special education assignment might be prevented if appropriate support is provided in general education. In this study, research on programs that could reduce…

Multi-tiered Systems of Support (MTSS) is an outgrowth of Response to Intervention (RtI). The various systems of support for students and school communities provided through these programs are integral to modern education and embedded in the Individuals with Disabilities Education Improvement Act (IDEIA) of 2004. While there are many benefits to…

Response to intervention (RTI) is a method for providing academic support to students and for identifying specific learning disabilities (SLDs). Using interrupted time series and hazard models, we examined if statewide RTI adoption in the U.S. state of Tennessee was associated with changes in rates of SLD and first-time SLD identification in…

Background or Context: With the implementation of three-dimensional science and high stakes testing, policymakers have bolstered science curriculum to include standards that engage students in scientific discourse while providing the needed guidelines for teaching science content. However, the field of science education has not been a policy focus…

Research indicates that intensification in multitiered systems of support (MTSS) can prevent problem behavior and academic deficits from worsening and ensure that students with the most intensive needs receive the most appropriate supports. In MTSS, it is important to consider evidence-based practices that teachers can intensify to improve student…

Fewer than half of all students across the nation qualify as proficient readers. Compounding this problem are the underlying challenges to students and their teachers of learning disabilities and dyslexia. Professional development courses can help teachers address these deficiencies. The purpose of this study was to determine how graduates of the…

Students with emotional and behavioral disorders often need behavioral supports to facilitate their success in the classroom. One commonly used intervention involves taking brief breaks at targeted times during the day to return to the classroom better prepared for participation. However, research is limited on what should happen while a student…

The purpose of this qualitative research study was to explore the perceptions of RTI implementation among administrators in rural Texas elementary schools. Qualitative research was needed to provide administrators with a comprehensive understanding of the demands of RTI implementation (Benjamin, 2011). The researcher conducted a qualitative study…

Individuals diagnosed with autism spectrum disorder (ASD) remain underrepresented in many core classes such as mathematics and science due to common characteristics that affect social interactions, behaviors, learning abilities, and communication. According to the DSM-5-TR (2013), a deficit in social communication, social reciprocity, and…

Although tremendous advances have been made in the development of evidence-based services and strategies to prevent and treat emotional and behavioral disorders (EBDs) in children, often such programs may be necessary but not sufficient to address the circumstances and needs of a specific student. The purpose of this introductory article and this…

This paper provides an analysis of one state's Response to Intervention (RTI) model, bringing to light two predicaments that plague efforts to address disproportionality and support learning: (1) That RTI may continue to perpetuate disproportionality, both in the model's tiers of support as well as in the placement of students in special…

Intensive, individualized interventions are certainly the hallmark promise of special education. In a multi-tiered system of supports (MTSS), tier 3 interventions are the most intensive and require individualized delivery to address the learning and behavioral needs of students who are most often identified for special education services. MTSS,…

This Spotlight explores key aspects of MTSS implementation, including its relationship to special education and effectiveness in improving student outcomes. Discover how MTSS can be used to support social-emotional learning, address discipline disparities, and ensure equitable access to resources and support. By combining data-driven…

This meta-analysis examined the effectiveness of supplemental Tier-2 mathematics interventions for students with mathematics difficulties (MD). We reviewed 39 experimental and quasi-experimental studies that included 40 independent samples, with 61 treatment groups. Utilizing robust variance estimation (RVE), results revealed a treatment effect of…