The purpose of this study was to evaluate the degree of classification quality in the basic latent class model when covariates are either included or are not included in the model. To accomplish this task, Monte Carlo simulations were conducted in which the results of models with and without a covariate were compared. Based on these simulations,…

Latent transition analysis is an informative statistical tool for depicting heterogeneity in learning as latent profiles. We present a Monte Carlo simulation study to guide researchers in selecting fit indices for identifying the correct number of profiles. We simulated data representing profiles of learners within a typical pre- post- follow…

This paper discusses a three-level model that synthesizes and unifies existing learning theories to model the roles of artificial intelligence (AI) in promoting learning processes. The model, drawn from developmental psychology, computational biology, instructional design, cognitive science, complexity and sociocultural theory, includes a causal…

The sex difference in the prevalence of autism spectrum disorder (ASD) may be magnified by sex differences on diagnostic measures. The current study compared autistic males and females on items on the gold-standard diagnostic measure, the Autism Diagnostic Observation Schedule, Second Edition (ADOS-2). In a sample of 8-to-17-year old autistic…

Cognitive Independence (CI), which physical education has a high potential for fostering in students, is characterized by a developed set of cognitive skills, an ideal level of knowledge, a strong value attitude towards cognition, and competencies related to the ability and willingness to take the initiative and engage in professionally…

Innovation capability has become a necessary requirement for qualified teachers in the context of informatization. However, the validity and objectivity of existing assessments are unclear. Therefore, this study selected nine researchers to evaluate the instructional innovation capabilities of 60 pre-service teachers from a Chinese normal…

The hiring process is a shared responsibility between the employer and the prospective candidates seeking employment. The purpose of the hiring or selection process is to find the candidate with the right knowledge, skills, and abilities (KSA's) to perform the job or role and be successful within the employment process for the organization or…

Debates over identification procedures for gifted and talented students dominate the field and serve as the topic of many of its internal and external debates. We believe this is due to a lack of commonly accepted criteria for how to evaluate identification procedures. In this article, we present the Cost, Alignment, Sensitivity, and Access (CASA)…

To improve access to high-quality early childhood education, California has made historic investments in Universal Prekindergarten (UPK), including the California State Preschool Program (CSPP). The state's UPK initiative elevates the importance of multilingualism and the early identification of disabilities in children. This report offers…

The COVID-19 pandemic has tackled global sustainability without prejudice or geographical constraint. It has also prompted people to advance to the post-pandemic era. However, it is possible that in the future, extreme negative effects in response to crisis, especially during a pandemic, would recur. In fact, it might worsen. This situation has…

Prior research has evaluated the reliability and validity of structured visual inspection (SVI) criteria for interpreting functional analysis (FA) outcomes (Hagopian et al., 1997; Roane et al., 2013). We adapted these criteria to meet the unique needs of interpreting latency-based FA outcomes and examined the reliability and validity of applying…

The quality of the research can be measured by a set of standards and indicators that focus on the idea of research originality, the depth of discussion, the literature analysis techniques, and the quality of research instruments. This research aims to evaluate the quality of Arab journals of special education (AJSEs). Five AJSEs were evaluated,…

Over the past decade, testing and assessing spoken-language interpreting has garnered an increasing amount of attention from stakeholders in interpreter education, professional certification, and interpreting research. This is because in these fields assessment results provide a critical evidential basis for high-stakes decisions, such as the…

This article assesses the risk of two COVID-19-related changes necessary for the expert review of the REF2021's Impact criterion: the move from face to face (F2F) to virtual deliberation; and the changing research landscape caused by the COVID-19 crisis requiring an extension of deadlines, and accommodation of COVID-19-related mitigation. Peer…

The purpose of this paper is to analyze the use of the exemplar methodology (ExM) as a method for selecting exemplars in education research. ExM is a systematic approach to selecting outliers that can be used to education researchers who investigate outliers to better understand phenomena among students, teachers, schools, and communities. While…