This portraiture-informed study by Taeyeon Kim challenges the dominant discourse of accountability, which often focuses on high-stakes policies at the expense of relational aspects of accountability in schools. Building on working theories of accountability, humanizing leadership, and paradox theory, Kim theorizes the "human side of…

Test-based accountability offers schools limited guidance on informing sustained reforms, whereas on-site school evaluations provide broader and more nuanced evidence. In order to transform inspection feedback into long-term reforms, school leaders' attitudes towards these evaluations are critical. Relying on organizational change theory, this…

Cognitive diagnostic models (CDMs) provide pedagogically relevant information in the form of a student profile of multiple binary categorizations of students into mastery or nonmastery statuses on latent traits called attributes. Federal educational accountability requires accountability measures to designate students into one of at least three…

The last few years have produced a groundswell of interest in improving our school accountability systems. Some suggest it's necessary to fine-tune current practices, while others advocate sweeping reforms that pave the way for entirely different approaches. A range of perspectives fall between these ends of the continuum, but support for the…

Accountability in education takes many forms. One of the most prominent in the Welsh context is school inspection, which is considered an important measure of school performance and a way of holding schools accountable for the public money they receive. However, inspections are not accepted as adding value to the system without exception, and much…

Online doctoral students face unique challenges in completing their dissertations, with faculty mentoring playing a crucial role in their success or attrition. This study explores online doctoral students' viewpoints of faculty dissertation mentoring, identifying distinct mentoring viewpoints. Using Q methodology, we examine how students…

Accountability efforts under the Every Student Succeeds Act (ESSA) has brought greater attention to school-level processes and practices and their impact on student outcomes. This has pushed states to report more school-level inputs, including per-pupil expenditures. Grounded in an open systems theory (OST) framework, we identify the association…

Data ethics have emerged as an essential topic in education. Educators must know how to use data effectively and responsibly. This is a complex and systemic issue that involves bringing awareness to all stakeholders, building human capacity, modifying policy, and considering equitable solutions to data use. This article posits an initial framework…

This research explores the relationship between multi-academy trust (MAT) brand objectives, brand advantage and subsequent risk mitigation strategies utilised to position MATs in England in a notional hierarchy. This is exemplified through empirical case-study research: the Co-operative Academies Trust model of school governance; the roles and…

Although the role of international organizations in the diffusion of education policy is widely acknowledged, their role in the articulation of policy ideas remains comparatively underresearched. This article addresses this gap through a case study on the role of the OECD in the construction of the School Autonomy with Accountability policy…

States serve as the central authority in higher education oversight, playing a critical role in consumer protection and quality assurance within the regulatory triad and as an independent regulatory entity. However, there is a notable gap in understanding the components of renewal processes, how agencies implement them in practice, and the…

With over 1.1 million credentials available but only 12 percent delivering significant wage gains, learners face a chaotic marketplace that lacks effective oversight. The right credentials can be transformative, as credentials in the top decile yield annual wage gains of nearly $5,000, increase career switching success sixfold, and boost the…

Since the release of ChatGPT, there has been considerable debate regarding whether and how L2 writing instructors might integrate GenAI tools and teaching toward AI literacy development into their instructional practices. A recent body of research has identified possible affordances and limitations of GenAI for L2 writing teaching and learning,…

This article examines effective strategies for transitioning from strategic enrollment management (SEM) planning to execution. It offers insights into project organization, KPI measurement, leadership alignment, and budget considerations, providing practical guidance for higher education professionals to successfully implement and sustain SEM…

This book explores the social justice implications of school autonomy reform within the context of public education in Australia. It is situated within and framed by global concerns about how public schools are navigating their 'autonomy' within increasingly marketised education systems. Drawing on extensive interviews with stakeholders and five…