Purpose: This tutorial is designed for speech-language pathologists who supervise speech-language pathology assistants (SLP-As) and/or paraeducators. SLP-As and paraeducators often support young children with disabilities within early childhood settings, but do not always have access to professional development to learn and/or enhance their skill…

Assessing sensitivity to unmeasured confounding is an important step in observational studies, which typically estimate effects under the assumption that all confounders are measured. In this paper, we develop a sensitivity analysis framework for balancing weights estimators, an increasingly popular approach that solves an optimization problem to…

This article explores a promising new approach to college admissions: direct admissions. Direct admissions bypasses traditional college admissions processes such that students are automatically and proactively admitted to college. There are both state and institutional direct admissions systems. In some state-level programs, all students are…

The purpose of this article is to present a theory-driven blended intervention model that integrates evidence-based interventions to support language and social development of young children. We (1) provide an overview of practices that are designed to support language and social-emotional development, (2) present a theory of change model that…

California State University, Bakersfield (CSUB) has been implementing a Title Vb grant, "Promoting Excellence in Graduate Education and Increasing Hispanic STEM Related Degree Completion," to continue "strengthening the STEM program support" for students of Latino origin and "developing a Graduate School-Going…

Even when schools are implementing Tier 1 systems and practices with high fidelity, some students need more targeted and systematic support. Tier 2 practices provide students with an additional layer of rapid and efficient behavior support. However, school teams will need to regularly measure the fidelity of both core features of these Tier 2…

The year 2022 is the 20th anniversary of Joseph Schafer and John Graham's paper titled "Missing data: Our view of the state of the art," currently the most highly cited paper in the history of "Psychological Methods." Much has changed since 2002, as missing data methodologies have continually evolved and improved; the range of…

Improving students' STEM competencies is important and relies on fine-grained assessments, however, assessing scientific inquiry in an authentic, automated way is challenging for a number of reasons. Here, we provide an overview of how the learning sciences and computational sciences were used in the design and development of Inq-ITS and its…

Frontiers pioneered an alternative model of publishing: Rather than libraries paying subscription fees to publishers to give library communities access to journals full of articles written, reviewed and edited (at no or modest cost to the publishers) by their own faculty, they instead charge the authors to publish articles that are then made…

This chapter will introduce readers to the history and current relevance of classroom discipline practices in U.S. public schools, the impact of inequitable practices on student outcomes, and the need for and implementation of equitable and culturally responsive classroom behavioral strategies. Using the three-pronged framework of equity and…

Writing is essential for success in academics and everyday tasks, but the development of writing skills depends on consistent access to high-quality instruction, extended practice, and personalized feedback. To address these demands and meet students' needs, educators and researchers have turned to technology-based writing tools. Ideally, these…

Partners United for Research Pathways Oriented to Social Justice in Education is a partnership between a university research training program and a Children's Defense Fund Freedom Schools® site in north Florida. It addresses the lack of demographic diversity among doctoral students in education. Emphasis is on researcher positionality and building…

Single case experimental designs are an important research design in behavioral and medical research. Although there are design standards prescribed by the What Works Clearinghouse for single case experimental designs, these standards do not include statistically derived power computations. Recently we derived the equations for computing power for…

Early interaction is a dynamic, emotional process in which infants influence and are influ­enced by caregivers and peers. This chapter reviews new developments in behavior imag­ing--objective quantification of human action--and computational approaches to the study of early emotional interaction and development. Advances in the automated…

Students often have limited opportunities in school to grapple with the ramifications of the increasing influence technology companies exert over their lives. Digital citizenship curricula could be the exception, but they typically emphasize personal safety and respectful behavior online, ignoring more participatory or justice-oriented notions of…