Higher education scholars often investigate the policy mechanisms of external accountability, but rarely explore institutional mechanisms of internal accountability. This chapter, which reports select findings from an in-depth case study of institutional budgeting at an American public research university, examines an underexplored mechanism of…

The indefinite nature of test fairness and different interpretations and definitions of the concept have stirred a lot of controversy over the years, necessitating the reconceptualization of the concept. On this basis, this study aimed to explore the empirical validity of Kunnan's (2008) Test Fairness Framework (TFF) and revisit the established…

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…

Sociology faculty are accountable to multiple stakeholders to demonstrate that our academic programs are effective and that students are learning. Despite the ubiquity of mandated program review practices, which often include the assessment of student learning, research is lacking on the extent to which these efforts lead to improvements in…

The purpose of this article is to describe the effects of university governance on campus management based on the examples of the Netherlands and Poland. The study connected theory on campus management with a concept of five dimensions of university governance (autonomy, management, participation, accountability and transparency) into an…

Nations, states, and districts must choose among an array of different approaches to measuring school effectiveness in implementing their accountability policies, and the choice can be difficult because different approaches yield different results. This study compares two approaches to computing school effectiveness: a "beating the odds"…

The COVID-19 pandemic, recent awakening of society to its enduring racial pandemic, rising expectations for employer accountability, and an increasingly diverse populace jointly indicate that times are changing for the future of education work. Yet the approach to human resource management (HRM) employed in schools has been criticized for being…

Good school governance is basically about effective principal leadership used to create appropriate processes, systems, and management for ensuring the sustainability and continuity of schools. This research aims to examine the model of good school governance and to establish the correlation between good school governance and the principal's…

As full-time virtual learning moved from the fringe to the mainstream in mid-March 2020, onlookers expressed concerns about access for learners and accountability for the learning itself. Concerns have not applied only to full-time virtual schools, however. Alternative schools that serve students who have dropped out or transferred from…

Limited research results have been provided on the influence of schools on dropout prevention, which consist of the accountability system and how teachers' attitudes affect students' decisions to dropout. The specific problem of interest was how the accountability model and teacher-student relationships plays a vital role in student dropout. The…

As the number of language instructors seeking to implement digital technologies in their teaching continues to grow, so does the need for direction with regard to making pedagogically sound decisions concerning digital tool use. One popular and useful guide for considering the educational potential of digital technologies has been Puentedura's…

At the core, budgeting is about distributing and redistributing limited financial resources for continuous improvement. Incremental budgeting is limited in achieving the goal due to lack of connection between outcomes and budget decisions. Zero-based budgeting fills the gap, but is cumbersome to implement, especially for large urban school…

Background: The literature in educational psychology converges on the idea that students should take an active and accountable position in their learning processes. Nevertheless, there is still a lack of research that has systematically put the constructs of agency and responsibility at the core of their interests. Aims: In this study, we explore…

The purpose of this study is to critically evaluate value-added accountability measures currently enacted in the United States at the federal and state levels to assess teacher preparation programme (TPP) effectiveness. We draw on Newton and Shaw's framework for the evaluation of testing policy to evaluate the technical quality and social…

Since the adoption of teacher evaluation systems that rely, at least in part, on controversial student achievement measures, little research has been conducted that focuses on stakeholders' perceptions of systems in practice, specifically school principals. This study was conducted in a large urban school district to better understand principals'…