This paper examines different state approaches to educational accountability in response to the Every Student Succeeds Act. Cluster analysis reveals three groups of states with similar indicator weights and rating systems, and principal component analysis identifies two dimensions underlying these clusters. We find that state-level demographics…

High stakes test-based accountability systems primarily rely on aggregates and derivatives of scores from tests that were originally developed to measure individual student proficiency in subject areas such as math, reading/language arts, and now English language proficiency. Current validity models do not explicitly address this use of aggregate…

A better understanding of the ways in which school leaders frame collaboration is needed, as the framing of reform efforts plays a large role in steering change. This study explores how leaders' frames for collaboration intersect with teachers' collaborative work in four urban middle schools over time. Findings demonstrate the role of…

A pronounced development of the 21st century is the technological revolution, which is leading to a global world that creates more multicultural, intercultural, and diverse communities. These developments influence our lives in various ways, one of which relates to education. Educational systems are facing complicated challenges, as they need to…

In this study, the perceptions and experiences of eighteen teachers across three primary schools in Victoria, Australia, were examined as they participated in an annual performance and development cycle, guided by the Australian Teacher Performance and Development Framework. The study sought to investigate teachers' experiences and perceptions of…

Aotearoa New Zealand has a significant population of Pacific students in the higher education sector although proportionally Pacific academic staff numbers are negligible. In social work programs students undertaking work-integrated learning (WIL) generally work with non-Pacific academic staff and are matched with agencies seen to be appropriate…

Although an increasing number of ethical data science and AI courses is available, with many focusing specifically on technology and computer ethics, pedagogical approaches employed in these courses rely exclusively on texts rather than on algorithmic development or data analysis. In this paper we recount a recent experience in developing and…

Many school educators struggle to reconcile the onslaught of mandatory and competing, top-down policies. Educators must merge policies into a singular plan that reflects the local stakeholders' goals and values. Given the federal and state accountability movement, schools are forced to build capacity around the use of on-site data and research…

The COVID-19 pandemic disrupted many school accountability systems that rely on student-level achievement data. Many states encountered uncertainty about how to meet federal accountability requirements without typical school data. Prior research provides evidence that student achievement is correlated to students' social background, which raises…

Shared governance in higher education means that everyone involved in making decisions and developing policies for a particular college or university has legitimate input. This governing body of individuals may include faculty, administrators, students, regents, and staff. The collective responsibilities that evolve from this shared governance…

Variability in education systems is a given. Variability has at once positive and negative implications for the main goal of education which is accelerating learning across diverse contexts and for all learners. In this article, we explain and employ a tight-loose framing to understand the scope for variability within an education system. A…

The objective of this work was to verify if there is an association between a merit pay policy practiced by the Rio de Janeiro municipal local administration in the patterns of teachers' mobility and attrition. The research followed the movement of teachers who took posts in the Rio de Janeiro municipal system between 2009 and 2011 during the…

Results-based school accountability has been the linchpin of education reform in the United States for at least two decades. But the COVID-19 pandemic led many schools, states, and districts to put their testing and accountability programs on hold. Chester E. Finn, Jr., argues that it is time for the accountability holiday to end and makes…

Through a series of conversations, Fintan McCutcheon and Joanna Haynes explore McCutcheon's reflections on school leadership in the contexts of the Educate Together movement (in the Republic of Ireland) and, specifically, in his aspiration to build an optimally democratic school in Balbriggan. Much of the academic and professional literature on…

The work of principals has become increasingly challenging and complex, as they are expected to lead school improvement, manage a host of competing demands, and attend to the needs of diverse stakeholders. However, the emotions related to principals' work, particularly in relation to educational reform, has been understudied in recent years. This…