Automated detection of facial emotions has been an interesting topic for multiple decades in social and behavioral research but is only possible very recently. In this tutorial, we review three popular artificial intelligence based emotion detection programs that are accessible to R programmers: Google Cloud Vision, Amazon Rekognition, and…

Education researchers use surveys widely. Yet, critics question respondents' ability to provide high-quality responses. As schools increasingly use student surveys to drive local policy making, respondents' (lack of) motivation to provide quality responses may threaten the wisdom of using questionnaires for data-based decision making. To better…

The present paper, which is intended for a diverse audience of evaluation researchers, applied social scientists, and research funders, provides a broad overview of the conceptual and statistical issues involved in using multisite randomized trials to learn "about" and "from" variation in program effects across…

Presenting major advances in understanding learning disabilities (LDs) and describing effective educational practices, this authoritative volume has been significantly revised and expanded with more than 70% new material. Foremost LD experts identify effective principles of assessment and instruction within the framework of multi-tiered systems of…

The purpose of this article is to help education practitioners and researchers understand that research about rural education is complicated not only by issues of defining "rural," but also by the often dramatic ways that rural schools differ from each other. We briefly address issues in defining rural and describe rural classification…

Inclusion in arts education raises fundamental questions: Who is included and who is excluded? And why does this matter? This book offers a theoretical perspective on these concerns, bringing together a range of themes and ideas that identify the absences in institutional thinking and suggest how we can work towards better theoretical and cultural…

While the research on bullying and peer victimization has increased considerably over the past 20 years, a number of studies are emerging that document mixed results of bullying and prevention programs. During the last decades, several special issues devoted to research on bullying and victimization have been published in national and…

Efforts to identify and support credible causal claims have received intense interest in the research community, particularly over the past few decades. In this paper, we focus on the use of statistical procedures designed to support causal claims for a treatment or intervention when the response variable of interest is dichotomous. We identify…

This brief is part of a series that explores key implementation considerations. It focuses on the importance of identifying, operationalizing, and implementing the "core components" of evidence-based and evidence-informed interventions that likely are critical to producing positive outcomes. The brief offers a definition of "core components",…

This article presents the concept of "identity education" (IdEd) referring to the "purposeful involvement of educators with students' identity-related processes or contents." We discuss why educators may consider identity important to the realization of educational goals and choose to target aspects of students' identity in their pedagogical…

Regression discontinuity designs (RDDs) are considered to be one of the strongest nonexperimental designs available for the purpose of identifying the effects of an intervention. RDD can be used in situations in which assignment to a treatment group is based on a cutoff value on a continuous assignment variable. The impact of the intervention is…

Each year, approximately 100,000 refugees arrive in the United States (Refugee Council USA). Nearly half of these arrivals are children. The number of refugees worldwide has more than sextupled since the 1950s, and according to the United States Committee for Refugees and immigrants (USCRI) this number is expected to continue to grow in coming…

Bullying is one type of violence that threatens a youth's well-being in schools and neighborhoods. The impacts of bullying are felt by individuals, families, schools, and society and may result in youths feeling powerless, intimidated, and humiliated by the aggressive acts of other youth(s). This document is designed as a tool to help…

Suicide is currently the second leading cause of death among college students in the United States. This complex issue on college campuses is often overlooked, and this book combines the efforts from several leaders in the field of suicidology in an attempt to grasp a better understanding of college student suicide. The book is divided into four…

This article presents a conceptual framework for the study of identity in the context of developmental and real-time. The framework consists of two dimensions related to the notion of time. One dimension involves the distinction between short- and long-term processes, or, as we call them, the micro- and macro-perspective on time. The second…