Transparency is once again a central issue of debate across types of qualitative research. Work on how to conduct qualitative data analysis, on the other hand, walks us through the step-by-step process on how to code and understand the data we've collected. Although there are a few exceptions, less focus is on transparency regarding…

This environmental scan argues for the value in making grant proposals open access. Applying for and receiving grant funding is an important facet of research. However, accessing information on grant application, review, and award processes remains a particular challenge for early career scholars, researchers from smaller or underresourced…

This article presents a descriptive, critical analysis of the comparability of information concerning students, teachers, and school resources gathered by organisations within government jurisdiction, and the pitfalls for the unwary researcher using government data banks. Differences in the method of compiling information about citizens, and…

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…

Purpose: This study is aimed to identify the high-frequency vocabulary (HFV), otherwise termed "core vocabulary" for adults with complex communication needs. Method: Three major characteristics of the HFV--a relatively small number of different words (NDW), a relatively high word frequency, and a high word commonality across…

The Education Insights Center produced a series of reports culminating in recommendations for the structure and governance of a preschool through higher education and into the workforce (known as a P20W data system). This brief follows up on that series, with a focus on data quality; the brief was informed by the author's experience using…

School closures in response to the COVID-19 pandemic have dramatically changed the conditions in which students learn and experience schooling. Disparities in students' access to learning and in their academic outcomes are likely to exacerbate longstanding challenges and inequities. Now more than ever, educators need information that will help…

This contribution takes a critical perspective on digital school performance platforms (SPP), which today play a key role in US state education monitoring and accountability. Using examples from two different US state education agencies, I provide an analytical disentanglement of some key dimensions of such platforms' enactment and materiality. I…

This research identified the potential special education transition development trajectories by tracing the priorities and hierarchical structure of published transition issues in special education. Social network analysis (SNA) of the 1900-2015 data from the Web of Science (WOS) database achieves a transition exploration flow by citation-based…

State databases offer researchers the opportunity to conduct research using data collected by states. These databases contain financial, demographic, and accountability data. Accessing and acquiring data from these repositories, though, can offer challenges to scholars interested in conducting research. This brief describes the type of data…

Attention deficit hyperactivity disorder (ADHD) is a debated phenomenon and the link between schooling and the occurrence of ADHD diagnoses is worth critical scrutiny. This paper contributes to the academic debate by providing a literature review of the evidence on the influence of relative age effect (RAE) on being diagnosed with ADHD. Firstly,…

Enacted in 2014, the Workforce Innovation and Opportunity Act (WIOA) brought numerous changes to existing federal employment and training programs, including requiring the Department of Labor (DOL) and the Department of Education (Education) to implement a common performance accountability system across the six WIOA-designated core programs. WIOA…

Latent classes of effective and non-effective Algebra I teachers were established using measurements of teacher promoted engagement, teacher promoted understanding, and classroom management from the Measures of Effective Teaching Project (MET Project) database. Historically, robust measures of effective teaching exist in the literature; however,…

In recent decades, the governance of educational systems has experienced dramatic changes in many countries. Schools have been given more autonomy whilst being held increasingly accountable at the central level through standardized testing and other forms of external evaluation. The mechanisms of performance-based accountability (PBA) and the…

Mapping India's vast, complex, and unruly education system through the systematic generation of accurate and current data, and encouraging accountability by persuading a diverse array of actors to engage with such data, is an ambitious, if not heroic, project. Yet this is what India's Education Information Management System (EMIS), the Unified…