Universal Design (UD), a theory that encompasses a proactive approach to accessibility and inclusion, has spread from its roots in architecture and product design to a host of applications including educational contexts. Over more than two decades, applications of UD in postsecondary settings have undergone exponential growth. In this theoretical…

An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

The goal of our research program is to explicate the learning of mathematical concepts in ways that are useful for instructional design and to develop design principles based on those explications. I review one type of concept and our elaboration of reflective abstraction, coordination of actions (COA) that accounts for its construction. I then…

There is a healthy research community focused on individual differences to tailor serious games for maximum effect for each person. But there is a comparative lack of research on the scalability of serious games for maximising knowledge saturation in a population. Scalability is critical in many real applications. The authors detail this neglected…

Learning is an integral part of being human. How people learn has long been discussed, revealed in many learning theories, investigated in numerous studies, and demonstrated in extensive practices. The goal of this article is to rethink how people learn from four fundamental perspectives, that is, learning by interaction with content (C), learning…

Most teachers are concerned about the teaching of vocabulary. However, it is much more effective to focus on the ways in which vocabulary can be learned. This article looks at the jobs of the teacher, which include, in order of importance, (1) designing a balanced course, (2) organizing classroom work and homework, (3) training the learners in how…

The empirical research on dialogue-based pedagogies shows that they improve student outcomes and, thus, teachers should make more use of these methods. However, deeper analyses about whether certain modes of dialogue are better than others is under-researched, resulting in little information about which models best help teachers develop effective…

Personalized education--the systematic adaptation of instruction to individual learners--has been a long-striven goal. We review research on personalized education that has been conducted in the laboratory, in the classroom, and in digital learning environments. Across all learning environments, we find that personalization is most successful when…

An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

This commentary discusses how research approaches from Cognitive Network Science can be of relevance to research in the field of Learning Analytics, with a focus on modelling the knowledge representations of learners and students as a network of interrelated concepts. After providing a brief overview of research in Cognitive Network Science, I…

The advent of generative artificial intelligence (AI) has ignited an increase in discussions about generative AI tools in education. In this study, a human-centered learning and teaching framework that uses generative AI tools for self-regulated learning development through domain knowledge learning was proposed to catalyze changes in educational…

Cognitive load theory provides instructional recommendations based on our knowledge of human cognition. Evolutionary psychology is used to assume that knowledge should be divided into biologically primary information that we have specifically evolved to acquire and biologically secondary information that we have not specifically evolved to…

This paper outlines the general influence of Halliday's (1994, 2014) systemic functional linguistics on TESOL curriculum. Halliday's explanation of language as a social semiotic and language learning as learning to mean has been applied internationally in genre and textbased teaching. The concept of register in systemic functional linguistics…

In far too many classrooms, the emphasis is on instructional strategies that "teachers" employ rather than on what "students: should be doing or thinking about as part of their learning. What's more, students' minds are something of a mysterious "black box" for most teachers, so when learning breaks down, they're not sure…

This paper uses evidence-centered assessment design (ECD) to structure and analyze a laboratory activity where students collect and represent titration curve data to determine acid strength in terms of molarity and dissociation constant. Following principles of multidimensional learning, the activity prompts students to demonstrate knowledge of…