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…

In 2017 the National Association of System Heads launched its Taking Student Success to Scale: High Impact Practices Network. The goals of this initiative were to identify and scale promising High Impact Practices (HIPs) at both the campus and system level to prioritize equitable participation for low-income and first-generation students and…

International large-scale student assessments (ILSAs) in education represent a valuable source of information for policy-makers, not only on student achievements, but also on their relationship with different contextual factors. The results are partly described in the official studies' reports; more can be derived from the publicly released data…

Addressing student absenteeism continues to permeate education policy and practice. California and a majority of other states have incorporated "chronic absenteeism" as an accountability metric under the Every Student Succeeds Act. It is therefore a crucial time to take stock of what we know on the research, policy, and practice to…

African immigrants in the U.S. have been headlined as America's "new model minority." The purpose of this paper is to examine if evidence exists to support the claim of African immigrant students' (AIS) educational achievement and excellence (a core indicator of the "model minority" theory) in U.S. k-12 schools. Using a…

California's education data, at least as they currently are collected, managed, and made available, are not sufficient for understanding and addressing the needs of California's students. That's the conclusion of the first three reports in the series "California Education Policy, Student Data, and the Quest to Improve Student Progress,"…

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…

In this article, I describe two of our field's most notable advancements for students with high-incidence disabilities. The first has been to enhance our knowledge of how to design effective instructional interactions between teachers and students (in both small and large groups) that lead to dramatic increases in student outcomes. The second area…

A key area of interest is the way in which early years educators' perceptions about the concept of gender may influence their practice in relation to how children's ideas about gender might be supported and reinforced. However, this area has received little attention in the highly gender-segregated context of Pakistan. Understanding evidence-based…

The aim of this study is to investigate communication between preschool teachers and children in documentation situations. The focus is also on what preschool teachers actually document. The research questions are: What characterizes the communication between teachers and children when these teachers are documenting at the same time? What is the…

Since the passage of No Child Left Behind, data-driven decision making has become one of the central foci in schools in their attempt to attain and maintain adequate levels of student academic performance. The importance of early childhood education is well established with language and literacy proficiency in the early years being viewed as a…

Federal policy around supervision and evaluation has prompted state action to develop new evaluation systems to increase student achievement. Systems, such as the Framework for Educator Effectiveness implemented in Wisconsin, are tied to teacher performance as well as student achievement. This type of performance-based evaluation system relies on…

Minnesota Statutes 122A.40, Subdivision 8 and 122A.41, Subdivision 5, require that all districts evaluate teachers beginning in the 2014-2015 school year. In response to the statutes, the Minnesota Department of Education (MDE) convened a work group in early winter 2011 to consult with the MDE Commissioner to develop a state model for teacher…

The ongoing collection and documentation of evidence of students' performance in the classroom is a fundamental component of formative instructional practices, essential for ensuring student success. Multiple methods of collecting and documenting evidence of students' academic performance in the classroom are described. These methods include…