The paper outlines the history of the different uses of 'quality' in higher education. Emphasis is given to the United Kingdom, but consideration is also given to a range of international contexts. Three different uses of 'academic quality' are identified (the state-driven, sector-derived, and the traditional academic uses) and their relationship…

In recent years, issues of race, racism and social justice have garnered increased attention across the nation. Although some aspects of social justice, particularly cultural sensitivity and test bias, have received similar attention within the field of educational measurement, sharp focus of racism has alluded the field. This manuscript focuses…

Given its centrality to assessment, until the concept of validity includes concern for racial justice, such matters will be seen as residing outside the "real" work of validation, rendering them powerless to count against the apparent scientific merit of the test. As the definition of validity has evolved, however, it holds great…

Artificial-intelligence-based automated scoring is often an afterthought and is considered after assessments have been developed, resulting in nonoptimal possibility of implementing automated scoring solutions. In this article, we provide a review of Artificial intelligence (AI)-based methodologies for scoring in educational assessments. We then…

I consider recent attempts to establish standards, principles, and goals for artificial intelligence (AI) through the lens of educational measurement. Distinctions are made between generative AI and AI-adjacent methods and applications of AI in formative versus summative assessment contexts. While expressing optimism about its possibilities, I…

"Through-year assessments" are assessments that are administered in multiple parts and at different times over the course of a school year that also produce summative scores that can be used with state accountability systems (Lorié et al., 2021; Dadey & Gong, 2023). These assessments are alternatively known as instructionally…

This paper looks at tensions arising in the educational thought of late antiquity from the conflict between assumptions regarding the low worth of practical knowledge and the contribution practical education can make to the wider purposes educational thinkers assigned to learning. Drawing on the educational writings of Augustine, Martianus…

This paper focuses first on the issue of measuring education. When we consider "education and equity," we tend to quantify educational outcomes and compare these figures with others. While it is necessary to consider "equity" (or inequity) through comparisons with others, if we quantify the achievement of outcomes and evaluate…

Knowledge tracing (KT) for evaluating students' knowledge is an essential task in personalized education. More and more researchers have devoted themselves to solving KT tasks, e.g., deep knowledge tracing (DKT), which can capture more sophisticated representations of student knowledge. Nonetheless, these techniques ignore the reconstruction of…

Background/Context: The reckoning with racial injustice and growing inequality that have become hallmarks of the early 2020s in the United States has implications for impact analysis and the evidence it produced for public policy decision-making. Various researchers have highlighted the shortcomings that impact analyses have when estimating the…

This volume centres the notion of "chance" in education as a key concept in contemporary education -- relating to aspects like accountability, datafication, or international large-scale assessments -- and discusses the impact that the historical desire to "tame" this notion has had on present-day educational policy and…

Purpose: The increasing societal requirement requests higher education institutions to be more responsive to socioeconomic needs and new governmental demands. This study aims to present a self-developed multidimensional quality assurance and assessment model for higher education institutions -- R.I.S.E model (relevance, impact, significance and…

The argument-based approach is the current framework for validity and validation. One of the criticisms is that understanding and applying this approach to practice are complicated and require abstract thinking. Teachers or school administrators in teaching and learning need support in their validation practice. Due to the abstract structure of…

This paper explores assessment approaches within the unique context of Extended Reality (XR) learning environments, which offer immersive and contextualized experiences. Focusing on STEM disciplines, the paper presents four distinctive XR-based assessment cases, exploring the discipline, context, purpose, and results of each. These insights aim to…

I review opportunities and threats that widely accessible Artificial Intelligence (AI)-powered services present for educational statistics and measurement. Algorithmic and computational advances continue to improve approaches to item generation, scale maintenance, test security, test scoring, and score reporting. Predictable misuses of AI for…