This book offers concrete examples of how data can be used by faculty, staff, and program leaders to improve their collective work as teacher educators. Strong external accountability mandates often lead to tensions that undermine local morale and motivation. This volume focuses on the practical work of navigating these tensions so that valuable…

A long overdue, much needed transformation is underway in the higher education system. It started a decade ago, when federal and state policy­makers first began to collect data on what students earn after pursuing a postsecondary education. But new data are fundamentally differ­ent. Unlike broad-based national statistics, such as how much someone…

This volume brings together experts on various aspects of education to address many of the emerging issues and problems that affect how data are being used or misused in educational contexts. Readers will learn about the importance of using data effectively, responsibly, and ethically to fully understand how cognitive fallacies occur and how they…

"Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines" is a resource for researchers and practitioners in a field where the mainstreaming of AI technologies, and their increased capacities for deception, have produced confusion and fear. Identifying theoretical frameworks and practices in teaching…

The promise of science is that its methods cause others to believe its results. This foundation is served by trust, accuracy, and transparency. Unfortunately, current research practices in psychology are known to often produce inaccurate, irreproducible, and imprecise results. "Toward a More Perfect Psychology" introduces a plethora of…

The four case examples presented in this brief are drawn from the Gardner Center's substantial experience conducting rigorous research in research-practice partnerships. The first case describes a partnership approach that enhances a school district's capacity to use integrated longitudinal data to tackle persistent problems of practice and…

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 Infrastructure of Accountability" brings together leading and emerging scholars who set forth an ambitious conceptual framework for understanding the full impact of large-scale, performance-based accountability systems on education. Over the past 20 years, schools and school systems have been utterly reshaped by the demands of…

This important book expands the notion of inclusion well beyond special education to include English language learners, students with refugee status, LGBTQ children, poor children, and other underrepresented populations. Employing real-world vignettes and up-to-date research findings, this hands-on resource provides strategies that school leaders…

It is imperative that to transform the national education agenda so that each and every child may succeed. Members, thought partners, and staff of CCSSO, have worked in collaboration to identify four areas of focus that will lead the systems change necessary for a true transformation of teaching and learning. Those areas are Next Generation…

Increased demands for colleges and universities to engage in outcomes assessment for accountability purposes have accelerated the need to bridge the gap between higher education practice and the fields of measurement, assessment, and evaluation. The "Handbook on Measurement, Assessment, and Evaluation in Higher Education" provides higher…

This book offers an ambitious new system for evaluating, compensating, and providing professional development for school teachers and administrators. In this realigned system, new forms of accountability are introduced, but they go hand in hand with new rewards and access to enhanced forms of professional development to help educators succeed in…

The policy papers included in this package address various facets of the topic of data-based accountability for education in California. Guy Benveniste of the University of California, Berkeley, School of Education explores the underlying issue of accountability and describes the implications of different types of accountability measures. In…

In October 2007, EdSource hosted a policy convening in response to findings from the "Getting Down to Facts" research project. These four briefs were prepared by a working group of district Collaborative members to inform the dialogue of this "Getting from Facts to Policy" conference. They advocate for new state policy in the…

Six papers discuss the Louisiana School Effectiveness and Assistance Pilot (SEAP) program, an ongoing 3-year research project associated with a legislatively mandated school and district accountability program. In three phases, the project joins school indicators, school effectiveness, and school improvement initiatives. The following papers are…