Influence from bias is unavoidable in clinical decision-making, and mental health assessment seems particularly vulnerable. Individuals with intellectual disabilities have increased risk of developing co-occurring mental disorder. Due to the inherent difficulties associated with intellectual disabilities, assessment of mental health in this…

Generalized structured component analysis (GSCA) is a multivariate method for specifying and examining interrelationships between observed variables and components. Despite its data-analytic flexibility honed over the decade, GSCA always defines every component as a linear function of observed variables, which can be less optimal when observed…

This paper explores the adoption of an entangled eclecticism perspective in Learning Experience Design (LXD), integrating a sociotechnical-pedagogical systems approach. It emphasizes the significance of considering the sociocultural, technological, and pedagogical dimensions of learning as a cohesive, interconnected ecology to design effective…

There are many important and interesting academic competitions that attract an increasing number of students. However, traditional student team building methods usually have strong randomness or involve only some first-class students. To choose more suitable students to compose a team and improve students' abilities overall, a competition-oriented…

Learning scientists have historically been interested in understanding how learning happens and in creating innovations to facilitate learning in real-world situations. Recently, the field has recognized that advancing standalone innovations is not enough to address systemic problems in education; instead, the focus must be broadened to sustain…

Sociologists increasingly face choices among competing algorithms that represent reasonable approaches to the same task, with little guidance in choosing among them. We develop a strategy that uses simulated data to identify the conditions under which different methods perform well and applies what is learned from the simulations to predict which…

This article critically examines how monitoring strategies currently track progress on country commitments to adult learning and education (ALE). These commitments are laid out in three main international initiatives and policy tools: (1) the Belém Framework for Action (BFA); (2) the 2015 Recommendation on Adult Learning and Education (RALE); and…

Dialogue, listening, and compromise are essential elements of living in a democracy. In a highly partisan time, is it possible to reestablish common ground when it comes to how best to educate our children in and for democracy? Authors Brendan Sheran, Ashley Carey, Jack Schneider, Rebecca Woodland, and Kathryn McDermott, who are affiliated with…

This article reports about a lesson series that focuses on engaging students in sustainability, plastics, and life cycle assessment (LCA). The purpose of the lesson series is to give students insights into sustainability in the context of plastics and to foster awareness of and insights into the benefits of the LCA method. The lesson series…

Across a wide range of studies, researchers often conclude that the home environment and children's outcomes are causally linked. In contrast, behavioral genetic studies show that parents influence their children by providing them with both environment and genes, meaning the environment that parents provide should not be considered in the absence…

The field of giftedness legitimates itself on the basis of correlations of gifted-identification measures with future success that do not mean what they often are taken to mean. When one views the inadequacies of these correlations, the field turns out to be much like the emperor who had no clothes. This essay reviews some of the assumptions upon…

In this article, I examine the state of knowledge construction within the South African academe. This, I do by looking at how issues of epistemology and ontology are prioritised or negated in the social construction of knowledge. Focusing on what I have called 'the problem of perspectives', I show how 'epistemological narcissism' has often limited…

This review aims to address a growing concern: Why are ethnic minority students, such as of Roma, bullied by their in-group peers for an ethnical reason? According to recent findings, intra-ethnic bullying is becoming more prevalent across Europe; ethnic minority students are often bullied by one another more than by White-European peers. However,…

The field of game design for educational content lacks a focus on methodologies that merge gameplay and learning. Existing methodologies typically fall short in three ways: they neglect the unfolding of gameplay through players' actions over a short period of time as a significant unit of analysis; they lack a common consideration of game and…

Learning resources are quite important for online learning while resource provision based on algorithms could not address learners' ubiquitous needs well. Moreover, the structure and content of resources are pre-defined which makes the "Structure" and "Content" coupled closely and could not easily adjust when learners' needs…