This article summarizes some emerging concerns as learning analytics become implemented throughout education. The article takes a sociotechnical perspective -- positioning learning analytics as shaped by a range of social, cultural, political, and economic factors. In this manner, various concerns are outlined regarding the propensity of learning…

Current research into data use suggests that the intersection of assessment, reform, and public accountability and their impact on teacher practice are under-conceptualized and not well researched, especially when the data are derived from assessments that are locally produced by teachers. This qualitative case study investigates the development…

This article reveals the multiple ways in which data are constituted as a vehicle for governing teachers' work and learning. Drawing on the concept of governance, including in relation to the sociology of numbers, and data from one school in Queensland, Australia, the research reveals how teachers' work and learning were constituted through…

This playbook draws from the findings of "Gaining Ground in the Middle Grades," the largest empirical study of this grade level conducted to date. The "Gaining Ground in the Middle Grades" study was designed to find out what higher-performing schools do differently. The result is a compelling set of specific, actionable…