Generative AI (GenAI) is transforming higher education. It has already challenged the validity of traditional assessment methods and revealed concerns about the authenticity and reliability of conventional approaches. This opinion piece proposes an expanded theoretical framework for contextual learning, incorporating practical, situational,…

The theoretical defensibility of applied linguistic intervention design provides the rationale for such designs, demonstrating how they are supported by theory, constructs, and analysis. Though founded upon science, imaginative design has its leading technical function as guiding lodestar. A scientific rationale for a plan underwrites the design,…

This paper argues for three aspects of tolerance with respect to QCA research: tolerance with respect to different approaches to QCA; producing QCA research with tolerance (work that is resistant to criticism); and for QCA researchers to be clear about the tolerance of the solutions they present -- especially in terms of calibration and truth…

Introduction: Assessing teaching effectiveness is relevant for improving one's teaching and for moving through the tenure process; however, the validity of assessment methods, such as Student Evaluations of Teaching (SET), have been heavily criticized. Statement of the Problem: Using a one-group pretest-posttest design and assessing learning over…

There is a general tension between the individualised nature of current assessment practices in higher education and a collaborative approach to learning. This results in many dilemmas for educators as they try to balance academic integrity concerns and student preferences with social or collaborative assessment practices, including peer…

The role of knowledge and reading comprehension has seen a recent explosion of attention from researchers, journalists, and policy advocates. Much of this discourse describes knowledge in neutral terms such as knowledge of "the world". That knowledge of the world, however, is woven into the fabric of the gendered world we live in and its…

Assessment and institutional research offices have too much data and too little time. Standard reporting often crowds out opportunities for innovative research. Fortunately, advancements in data science now offer a clear solution. It is equal parts technique and philosophy. The first and easiest step is to modernize data work. This column…

The first part of this article describes in brief the Six Steps methodology for designing educational environments--be they K-12 schools, tertiary institutions, community centers, youth movements, or the like-- as set forth in my book "Educational Design in Six Steps: A Strategic and Practical Scaffold" (Routledge 2020). The second part…

This paper discusses the ethical challenges presented by artificial intelligence (AI) within the instructional process for students with disabilities. The authors briefly overview technological changes in education and applications of AI in education in addition to policy. Discussion is directed toward the development of an ethical pedagogy using…

Assessment has multiple purposes, one of which is to judge if students have met outcomes at the requisite level. Underperformance in assessment is frequently positioned as a problem of the student and attributed to student diversity and/or background characteristics. However, the assessment might also be inequitable and therefore exclude students…

The Campbellian validity typology has been used as a foundation for outcome evaluation and for developing evidence-based interventions for decades. As such, randomized control trials were preferred for outcome evaluation. However, some evaluators disagree with the validity typology's argument that randomized controlled trials as the best design…

Professional profiles are unstructured documents where the knowledge and experience of the editor predominate, presenting inconsistencies and ambiguities in terms of the competencies they contain, making complicated the recognition of knowledge and skills necessary for the proposal of university study programs. Also, the identification of…

In the United States, some professions are anchored by certifications and licensures to demonstrate an individual is qualified to practice in that professional domain. Broadly speaking, licensures are non-academic credentials required by federal or state law for individuals to practice in that field (Gilmore and Williams 2007). In contrast,…

The aim of this paper is to describe and analyze the process of co-creation and evaluation of an educational video game application called "Natur-Kingdom," developed within the framework of the NaturTEC-Kids Living Lab with the active participation of children and adolescents. This article aims to demonstrate how the integration of end…

Although Machine Learning (ML) has already become part of our daily lives, few are familiar with this technology. Thus, in order to help students to understand ML, its potential, and limitations and to empower them to become creators of intelligent solutions, diverse courses for teaching ML in K-12 have emerged. Yet, a question less considered is…