This volume centres the notion of "chance" in education as a key concept in contemporary education -- relating to aspects like accountability, datafication, or international large-scale assessments -- and discusses the impact that the historical desire to "tame" this notion has had on present-day educational policy and…

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…

This book examines the idea of educational accountability in higher education, which has become a new secular gospel. But do accountability policies actually make colleges better? What if educational accountability tools don't actually measure what they're supposed to? What if accountability data isn't valid, or worse, what if it's meaningless?…

In this book, best-selling author Susan M. Brookhart helps teachers and administrators understand the critical elements and nuances of assessment data and how that information can best be used to inform improvement efforts in the school or district. Readers will learn: (1) What different kinds of data can--and cannot--tell us about student…

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…

Faced with increasing demands for accountability, teachers are having to base their instructional decisions and choice of interventions on data on student performance. This book shows how to make this otherwise daunting task much more manageable by means of case studies and countless evidence-based forms and graphs. Although this book often refers…

This research method case describes the use of bibliometric analysis for the purpose of evaluating a large, federal research program that supported basic research in Science, Technology, Engineering, and Mathematics education. Program evaluation is critical for providing rigorous evidence about program effectiveness and demonstrating that public…

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…

Scientific thinking and understanding are essential for all people navigating the world, not just for scientists and other science, technology, engineering and mathematics (STEM) professionals. Knowledge of science and the practice of scientific thinking are essential components of a fully functioning democracy. Science is also crucial for the…

Do you feel bogged down by endless administrative tasks? Do you wish you could focus more on what truly matters--learning? "Learnership" provides both insight and solutions for moving past the distractions and becoming a learning leader. Cathy Toll illustrates this transformational process through activities and focused "learning conversations."…

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…

It may take a village to raise a child, but it takes a community of educators to improve a school--a community that includes administrators and teachers in different, but equally important, roles. A district's changes can only show results once their improvements reach the classroom. At the same time, teachers need support from their districts to…

Raise the level of rigor in your school and dramatically improve student learning with the tools in this book. Each illuminating exercise is tailored to educators looking to spread the word on rigor and beat the obstacles to achieving it schoolwide. Formatted for duplication and repeated use, these tools are perfect for those who currently hold a…

Science, technology, engineering and mathematics (STEM) professionals generate a stream of scientific discoveries and technological innovations that fuel job creation and national economic growth. Ensuring a robust supply of these professionals is critical for sustaining growth and creating jobs growth at a time of intense global competition.…

"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…