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…

Acceleration is an effective approach for many high ability students, and it can be especially beneficial for Black students. Upstander teachers are those who recognize educational crises and the problem of overlooked and underdeveloped gifts and talents of Black students in regular and gifted education programs. They proactively identify Black…

History has shown that despite favourable changes in policy and perception, undesirable or ineffective educational practices in the Caribbean have remained largely unchanged, or superficially or inadequately changed. It has also shown that high stakes summative assessment wields considerable influence on the content to which students are exposed…

The recent surge in the popularity of Large Language Models (LLM) for language assessment underscores the growing significance of cost-effective language evaluation in our increasingly digitalized society. This paper posits that the application of computational psychometrics can enable the incorporation of technology into language assessment,…

The Pirie-Kieren Model (PKM) was a paradigm shift in theories of learning by presenting a coherent, consistent theory compatible with complexity theory. PKM recognized that learning is non-linear, recursive, iterative, and emergent. PKM was one of the first theories to depart from the linear models of learning that dominated theories of learning…

As interest in addressing issues of diversity, equity and inclusion (DEI) increases in the US and parts of Europe, this essay argues that the Western-centered interpretations of and approaches towards evaluating equity need to be more carefully examined to deem its cultural appropriateness. This essay reviews ways to conceive of equity and…

This paper is the first publication from a project focused on the quality of teaching, learning and assessment practices in the vocational education and training (VET) sector in Australia -- what we understand these to be and how they might be measured. Based on a review of the literature, this paper explores current definitions of quality in VET,…

Analysis of symmetrically predicted endogenous subgroups (ASPES) is an approach to assessing heterogeneity in an ITT effect from a randomized experiment when an intermediate variable (one that is measured after random assignment and before outcomes) is hypothesized to be related to the ITT effect, but is only measured in one group. For example,…

The George Mason University (Mason) offices responsible for institutional reporting and assessment were merged to strengthen and solidify their functions and expertise. The organizational structure creating the Office of Institutional Effectiveness and Planning (OIEP) was intended to engineer a new paradigm where assessment would inform the…

For a librarian with an innovator's mindset, inquiry can be a collaborative strategy for continual growth. When a librarian innovates with their community, radical, human-centered change is possible. According to the author, school librarians see the needs in the communities across grades, content areas, and demographics. The best advocacy is…

Adaptive behavior skills are often delayed in autism spectrum disorder (ASD), and these behaviors are significantly associated with poor outcomes in adulthood, especially for autistic individuals that have no cognitive and/or language delays. Therefore, despite having the capacity to be self-sufficient, the vast majority of autistic adults fail to…

The article begins with a review of the shared metacognition construct and its function within the Community of Inquiry theoretical framework. The primary focus of the shared metacognition construct is the role of learners to take responsibility and control for monitoring and managing learning in a community of inquiry. Pragmatic challenges are…

Effectively directing school resources to support students needing behavioral intervention has been aided by advances in social-emotional-behavioral (SEB) assessments. Growing questions have emerged about whether SEB assessment advances are engaging equitable approaches to their utilization and serving as a catalyst for equitable access to…

Though there is an extensive research literature on understanding and assessing individual modeling competencies, less attention has been given to characterizing the social context of the classroom in which modeling occurs. Yet a classroom's culture of modeling--its negotiated system of beliefs and values about the nature of modeling and what…

In this paper we argue that the complexity of education systems can lead to a lack of coherence in the implementation of policy. More effective educational change requires policymakers and researchers to pay more attention to supporting teachers in classrooms. As an example, we consider decades of research attempts in STEM education to implement…