The increasing use of complex machine learning models in education has led to concerns about their interpretability, which in turn has spurred interest in developing explainability techniques that are both faithful to the model's inner workings and intelligible to human end-users. In this paper, we describe a novel approach to creating a…

While templates for academic writing, like those offered in the popular textbook "They Say/I Say," have been embraced by some, others still question the extent to which an emphasis on form comes at the expense of substance. But ancient rhetoricians offer a theory of rhetoric that unites style and substance, and Jeanne Fahnestock's modern…

This study explored a conceptual model of competency tasks using the Competency-Based Education (CBE) Scale, grounded in the OECD's competency framework, which includes knowledge, skills, values and attitudes. The survey incorporates six OECD-defined skill types essential for human learning: cognitive, metacognitive, physical, practical, emotional…

Decision makers and strategy leaders in states often lack the information they need to make decisions that will support learners' success. Many lack information on what data their states already collect and publicize, and many are unsure of what data might tell a more meaningful story about student success. Responding to this need, researchers and…

MoleculeCrafter is a novel tool that facilitates the custom creation of flexible and modular macromolecular model kits. These models support student chemical education by providing a manipulable and visuospatial tool to facilitate exploration of chemical structures and their interactions. Here, for the first time, we demonstrate using…

The Teaching and Learning International Survey (TALIS) is the world's largest international survey of teachers and principals. In 2024, TALIS added the Teacher Knowledge Survey (TKS), a special module to investigate teachers' general pedagogical knowledge (GPK). GPK is the specialised knowledge of teachers for creating effective teaching and…

Human and animal behaviors are influenced by goal-directed planning or automatic habitual choices. Reinforcement learning (RL) models propose two distinct learning strategies: a model-based strategy, which is more flexible but computationally demanding, and a model-free strategy is less flexible yet computationally efficient. In the current RL…

Purpose: This study employs a comprehensive theoretical synthesis and literature review methodology to examine the evolution and current state of the professional zone of acceptance (PZoA) in educational leadership. Design/methodology/approach: Building upon the foundational theories of Barnard and Simon, the research develops a dynamic model that…

It is common for school support service (SSS) personnel to work in silos and not collaboratively. Logistics and availability of space continue to pose a challenge for interdisciplinary work. We offer the conceptual CCAMS model that proposes centralizing these support services (i.e., school counselor, social worker, psychologist) in one physical…

In education, the concept of 'thinking skills' has long been contentious. This article revisits the 2010 debate between Stephen Johnson and Harvey Siegel on whether thinking can be taught as a general skill. To weigh in on this ongoing dispute, it contributes a novel perspective by augmenting key insights from 4E cognition to avoid treating…

The aim of this study is to investigate the production and dissemination of mathematical modeling-based projects by gifted students, intended to solve real-life problems, over the four-year Project Production and Management Program (PPMP). The longitudinal research methodology was utilized to examine the project production process among…

Teachers require support to implement inclusive education effectively, and teacher training is a key to providing this support cost-effectively. However, while education research has established theories on student learning, there is still a lack of understanding regarding how teachers learn and integrate new ideas, making it essential to…

This study investigates whether the dynamically generated scaffolding provided by experts at the end of each modeling task was used effectively as a scaffold to foster preservice teachers' mathematical modeling competencies. The contingent support at the end of each modeling activity was used as the scaffold to foster preservice teachers'…

As is well-recognized, World Language General Education programs across US higher education face challenges that have led many institutions to question whether these programs can persist in their current state. In this study, we present the outcomes of a new model for World Languages General Education introduced at a large US public university and…

Quantitative methodology and the field of measurement have racist, sexist, and eugenicist histories. These histories have led many to abandon quantitative methods, believing that achieving equity is not possible with methods developed to propagate oppression. However, more critical and emerging scholarship has begun to articulate a Critical…