Explicable AI in education (XAIED) has been proposed as a way to improve trust and ethical practice in algorithmic education. Based on a critical review of the literature, this paper argues that XAI should be understood as part of a wider socio-technical turn in AI. The socio-technical perspective indicates that explicability is a relative term.…

Using Australia as a case, it is the purpose of this article to historically investigate the implications of the OECD's economistic approach to education in terms of accountability in order to add more clarity and body to the concept of intelligent accountability proposed by the British philosopher Onora O'Neill. Such a historical prism offers the…

Research and Development (R&D) project managers in Higher Education must deal with uncertainty, ambiguity, competition, accountability and different objectives for professors, scientists, firms, users and other stakeholders. Formal project management frameworks are commonly adapted to support this. However, the wide range of challenges related…

Although current accountability systems have received a great deal of criticism for being too narrow and too focused on sanctions, relatively little concern has been directed at a related problem: the failure of accountability systems to meaningfully engage the public. Derek Gottlieb and Jack Schneider suggest that a better system would consider…

Purpose: So far, sustainability reporting in higher education is in a very early stage--partly, because of the lack of an established and widely recognized sustainability reporting framework for higher education institutions (HEIs). Therefore, a modification of the sustainability code for the use in the higher education context was recently…

This paper describes progress, challenges and opportunities of using policy to advance educational equity and excellence at scale in the United States. It begins with a look-back that examines two key elements of the standards-based education (SBE) era: First, it traces policy shifts and implementation challenges of the SBE era. Second, it…

As Bae (2018) suggests, one way to fill gaps between a holistic view of student learning and accountability policy implementation is to use multiple measures that reflect diverse perspectives of learning. The purpose of this commentary is to provide a discussion of issues, which need to be considered in order to achieve the desired outcomes of…

The Utah State Board of Education (USBE) released a Request for Proposals (RFP) during the summer of 2021 for a firm to support the redesign of Utah's School Accountability System so that it's more aligned with Personalized, Competency-Based Learning and Utah's Portrait of a Graduate, but still simple and transparent. The current Utah School…

Schooling for Aboriginal and Torres Strait Islander students in remote or 'Red Dirt' communities has been cast as 'problematic', and 'failing'. The solutions to deficit understandings of remote schooling are often presented as simple. But for those who work in Red Dirt schools, the solutions are not simple, and for education leaders positioned…

This document has been conceived to facilitate reflection and guide countries in optimizing the potential of their education policy dialogue and sector coordination mechanisms. It brings into focus the possible core functions of the local education group, the main challenges to realizing these functions and the key principles for ensuring…

Purpose: In recent years, third sector-school partnerships have become more common and received increasing research attention. Yet, the ethical aspects of third sector-school partnerships have not been discussed in-depth. As a result, the field lacks a conceptual framework that makes possible in-depth understanding of the ethical characteristics…

Quality assurance in modern higher education is both an accountability-oriented ideology and a technological method. It has also evolved into a increasingly rationalist and professionalized power mechanism. Its advocacy of compliance, technological mythology, and imbalance between power and responsibility are inherent disadvantages of higher…

Charter school authorizers (authorizers) that are committed to fostering high-quality charter school options for all students have an imperative to understand the nature of school distress and failure. Authorizers and other stakeholders need to be able to identify and understand schools experiencing distress, long before a state accountability…

Due to local, state, and national accountability measures, school reform efforts have become critical of many legislative agendas. Local community members are getting off the sidelines and becoming part of the game to support local schools districts to become part of the solution. Across the United States, Collective Impact models, which propose…

Evaluation theories can be tested in various ways. One approach, the experimental analogue study, is described and illustrated in this article. The approach is presented as a method worthy to use in the pursuit of what Alkin and others have called descriptive evaluation theory. Drawing on analogue studies conducted by the first author, we…