Educators by definition are now required to utilize a variety of student data to shape the decisions they make and design the lessons they teach. As accountability standards become more stringent and as teachers face increasingly diverse student populations within their classrooms, they often struggle to adequately meet the needs of all learners.…

Emphasis on improving student learning has brought increased attention to the execution of schoolwide instructional reforms in general and the use of data by teacher teams in particular as an expected element of a school's instructional reform strategy. With this in mind, the purpose of this article is to focus important attention on the work…

In a context where schools are held more and more accountable for the education they provide, data-based decision making has become increasingly important. This book brings together scholars from several countries to examine data-based decision making. Data-based decision making in this book refers to making decisions based on a broad range of…

The articles in this issue call for a deeper and better understanding of data, their use, the conditions that are most conducive for using data well, how individuals and groups of practitioners make sense of the data before them, and the intended and unintended consequences of data use for school improvement. The authors together craft important…

In their opening comments to this special issue on data use, Coburn and Turner point to "one of the most central questions in social theory: the interrelationship between macro-social structure and micro-level action." Questions about data use--which entail social phenomena that range from federal policy to moment-to-moment interactions…

Our current educational environment is subject to persistent calls for accountability, evidence-based practice, and data use for improvement, which largely take the form of performance metrics (PMs). This rapid proliferation of PMs has profoundly influenced the ways in which scholars and practitioners think about their own practices and the larger…

With the increase in available educational data, it is expected that Learning Analytics will become a powerful means to inform and support learners, teachers and their institutions in better understanding and predicting personal learning needs and performance. However, the processes and requirements behind the beneficial application of Learning…

The purpose of this phenomenological study was to determine the common programs and practices that Beating the Odds (BTO) high schools in California are using to achieve high graduation rates. More specifically, this study identifies specific programs and practices that the high schools are using to address at-risk student behaviors as well as…

As external forces demand change in the delivery of postsecondary education and institutions seek to take advantage of new opportunities, the potential for achieving higher levels of student and institutional success is vast. New technologies, communication tools, data use, and organizational constructs present key factors in improving the…

This case study examined a multi-college community college district in northern California in a primarily rural area, to understand how their practices compared to management best practices designed to improve student success, barriers that may exist in implementing best practices, and how the institution may improve its own practices. The problem…

"Building Institutional Capacity for Data-Informed Decision Making" is the third installment of the Cutting Edge series, which aims to help colleges engage faculty, scale successful interventions, and create a strong culture of evidence through use of data to strengthen their institutional change and student success efforts. Though the…

In the year 1998, California began a massive experiment that focused on testing students and holding teachers and administrators accountable for results. The goal: dramatic, system-wide improvement. Schools' performance began to be measured using California's Academic Performance Index (API). In 2001, with passage of No Child Left Behind (NCLB),…