In this study, we examine principals' data use within four districts are engaged in district-level professional learning around equity. Drawing on Gutierrez's framework for dimensions of equity, we consider how principals engage in data use in light of the dimensions of access, achievement, identity, and power. Findings suggest each district had…

International policy trends point to an increased focus on student achievement, teaching quality, and school outcomes. Attention to Swedish students' poor academic achievement over the past two decades has resulted in an increased emphasis on the responsibility of municipalities and schools to create a better educational atmosphere through…

Economic downturns, like a global pandemic, magnify the need for timely, accurate, and complete data that policymakers need to make data-informed decisions that will help workers, businesses, and their communities recover. Good data helps to better understand what's working and what's not in terms of creating greater access to workforce…

This national snapshot presents findings on the current use of evidence by teachers and leaders in Australian schools. The authors examine attitudes towards and use of various types of evidence, and challenges and enablers in using evidence. In examining the use of evidence, they distinguish between: (1) research evidence: academic research, such…

The aim of this study was to predict university students' learning performance using different sources of performance and multimodal data from an Intelligent Tutoring System. We collected and preprocessed data from 40 students from different multimodal sources: learning strategies from system logs, emotions from videos of facial expressions,…

The current study used theories on expertise development (the holistic model of image perception and the information reduction hypothesis) as a starting point to identify and explore potentially relevant process measures to monitor and evaluate expertise development in radiology residency training. It is the first to examine expertise development…

Educational data use practices have a positive impact on evidence-driven school development. Although schools have an abundance of data available to make evidence-driven decisions, it might not be used to its full potential. This paper aimed to explore Estonian teachers' perceptions of data use that support evidence-driven school development. In…

Although we know advising can be conceptualized as a critical component of an integrated and comprehensive student success strategy on a campus, it is often difficult to implement. This chapter will provide a case study of the development and execution of a leadership initiative at an American Association of State Colleges and Universities (AASCU)…

Inclusive Design is an approach to equitable and inclusive education, designed to support school administrators and educators to engage in focused conversations that include and honour the identities of students. "WHO" the students are in classrooms with is at the centre of this approach; Inclusive Design allows and encourages the…

The spread of COVID-19 has caused major disruptions in the higher education space, and colleges and universities faced difficult decisions on how to reopen their campuses. At Indiana University Bloomington, student exposure to other students was reduced by leveraging the existing academic calendar and strategically managing course enrollment…

Research information management (RIM) is a rapidly growing area of investment in US research universities. RIM systems that support the collection and use of research outputs metadata have been in place for many years. Globally, the RIM ecosystem is quite mature in locales where national research assessment exercises like the United Kingdom's…

Research Information Management (RIM) is a rapidly growing area of investment in US research universities, comprised of a variety of use cases, stakeholders, and products. This growth has been characteristically decentralized, resulting in silos, multiple systems, and frequent duplication of efforts at many institutions. This report is a two-part…

Since at least the 1930s, school counselors have used data to inform school counseling programming. However, the evolving complexity of school counselors' identity calls for an updated understanding of the use of data. We offer an expanded definition of data-based decision making that reflects the purpose of using data in educational settings and…

The Postsecondary Value Commission, in its exploration of return on investment and value of a higher education, desired to better understand the current state of earnings data for states and institutions so that they could effectively measure and understand post-college employment and earnings. To that end, this brief includes a review of research…

This brief is designed for school-based and community-based organizations interested in implementing evidence-based early childhood curricula. It provides practical guidelines and tools for four stages of implementation: (1) Preparing the system; (2) Hiring and training coaches; (3) Getting teachers ready to implement the curriculum as intended;…