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…

California's public higher education system has catapulted the state into global leadership such that, the state is the 5th largest economy in the world today. A bachelor's degree, in particular, provides unrivaled economic and health benefits for the individual earning the degree and for the state. To better understand how California's public…

The Council for Exceptional Children (CEC) vigorously supports educational reforms within the public schools while promoting rigorous learning standards, strong educational outcomes, shared-decision making, diverse educational offerings, and the removal of unnecessary administrative requirements. At the same time, it is imperative that educators…

The Smarter Balanced Assessment System consists of three components: (1) interim assessments designed to support teaching and learning throughout the year; (2) a suite of tools and resources in Tools for Teachers that support classroom-based formative assessment practices; and (3) end-of-year summative assessments designed for accountability…

This case study identifies college outcomes data transparency and accountability beliefs held by policy-makers, higher education associations, advocacy groups, think tanks, and other actors in the federal higher education policy domain, as well as how these beliefs have changed since the last reauthorization of the Higher Education Act in 2008.…

Behaviour Hubs is a one-year programme of support (two years for multi-academy trusts [MATs]), available across England to mainstream primary and secondary schools, special schools and alternative provisions (such as pupil referral units). It aims to help senior leaders create the conditions for an effective and sustainable behaviour culture…

Aim/Purpose: This paper addresses the lack of a standardized approach to information dashboard design and the absence of integrated Information Governance (IG) principles in this context. Background: This study addresses the critical role of IG principles in ensuring dashboards are reliable, secure, and effective. By integrating IG principles into…