Schooling in Australia has become subject to increased processes of data-based governance. This article draws upon the insights of an experienced teacher, 'Meriam', who, having taught more than 34-years over almost a 50-year span, reflected upon the nature of such changes. Utilising theorising in relation to datafication processes and…

Governments and educational authorities around the world are emphasizing performance evaluation of educational systems. Opinion Mining (OM) has gained acceptance among experts in various regions, including the preparation space. The proposed model involves Two modules: the data preprocessing module and the opinion mining module. The main objective…

This study aimed to extend previous literature comparing continuous methods of data collection to estimation data, but this time implementing the data collection procedures within a group discrete trial teaching format with three individuals diagnosed with autism spectrum disorder. Group discrete trial teaching was conducted in a classroom setting…

Data is so deeply woven into the fabric of people's lives that it is next to impossible to imagine what a data-free life would be like. But despite the centrality of data in everyone's personal lives, when people talk about data in schools, their comments are often negative. The authors of this article believe "data" should not be a…

Drawing upon recent theorising of numbers and data, and applications to schooling, this paper reveals how tensions between more accountability-oriented logics, and more contextually-situated conceptions of engagement with data, played out in one school in a regional community in northern Queensland, Australia. The research reveals that at the same…

This study examined the effects of John Kotter's Eight Steps for Successful Change framework and strategies in systems implementation in a secondary educational environment. Teachers' perceptions of the effectiveness of Kotter's strategies used by their administrative team to support positive change were examined. The study evaluated data provided…

In the state of New Jersey and nationally, teacher evaluation is a current focus of education reform efforts (Hallinger et al., 2014; Schulman, 2014). A well-executed teacher evaluation system produces data regarding educator effectiveness. It is the intention of the 2012 AchieveNJ teacher evaluation reform law that teacher evaluation data be used…

Each year teachers and principals in schools across Australia invest much time and effort, and considerable expense, in activities related to communicating student learning progress. However little is known about the effectiveness of these activities, including the extent to which they are valued by stakeholders, whether they are considered to…

This article draws upon research in one school in Queensland, Australia, to explore how the push to data influences teacher work and subsequent student learning. This "rise of data," often oriented towards "external" and performative processes of accountability, exhibits itself in many ways, but is particularly evident in…

After reviewing evidence from more than 280 studies conducted in 25 countries, Abt found consistent evidence that inclusive educational settings--in which children with disabilities are educated alongside their non-disabled peers--can have substantial benefits for the cognitive and social development of those children. The research also suggests…

As accountability measures continue to increase within education, public school systems have integrated standards-based evaluation systems to formally assess professional practices among educators. The purpose of this study was to explore the extent in which the communication process between evaluators and teachers impacts teacher performance…

One of the most challenging aspects of being a school leader is the struggle to get the school staff to embark on school improvement initiatives. The culture of the school can be a powerful driver or a resister to our ability to move a school forward to increase student learning. New teachers struggle to understand the culture of the school along…

The purpose of this study is to provide an account of teacher perception of core practice tasks in data use, particularly data interpretation. Data interpretation is critical to professional practice in planning instructional adjustments for student learning. This is a case study of four elementary teachers who provide numerous task-specific…

This applied dissertation was designed to provide perceptual teacher data as well as summative testing data to educational leaders concerning the effects of implementing Investigations in Number, Data, and Space® (Investigations) in three Title I elementary school settings, two Title I schools, and one non-Title I school. Data collected during…

This paper discusses two qualitative research methods, phenomenography and grounded theory. We introduce both methods' data collection and analysis processes and the type or results you may get at the end by using examples from computing education research. We highlight some of the similarities and differences between the aim, data collection and…