Barbara Means

Andrew Krumm

Marie Bienkowski

Learning Analytics Goes to School presents a framework for engaging in education research and improving education practice through the use of newly available data sources and analytical approaches. The application of data-intensive research techniques to understanding and improving learning environments has been growing at a rapid pace. In this book, three leading researchers convey lessons from their own experiences—and the current state of the art in educational data mining and learning analytics more generally—by providing an explicit set of tools and processes for engaging in collaborative data-intensive improvement.

A Collaborative Approach to Improving Education

Learning Analytics Goes to School

Robert Murphy

Marianne Bakia

At a time when more and more of what people learn both in formal courses and in everyday life is mediated by technology, Learning Online provides a much-needed guide to different forms and applications of online learning. This book describes how online learning is being used in both K-12 and higher education settings as well as in learning outside of school. Particular online learning technologies, such as MOOCs (massive open online courses), multi-player games, learning analytics, and adaptive online practice environments, are described in terms of design principles, implementation, and contexts of use. Learning Online synthesizes research findings on the effectiveness of different types of online learning, but a major message of the book is that student outcomes arise from the joint influence of implementation, context, and learner characteristics interacting with technology--not from technology alone. The book describes available research about how best to implement different forms of online learning for specific kinds of students, subject areas, and contexts. Building on available evidence regarding practices that make online and blended learning more effective in different contexts, Learning Online draws implications for institutional and state policies that would promote judicious uses of online learning and effective implementation models. This in-depth research work concludes with a call for an online learning implementation research agenda, combining education institutions and research partners in a collaborative effort to generate and share evidence on effective practices.

What Research Tells Us About Whether, When and How

Learning Online

Kerry Olson

Addresses the question of whether technology can provide significant support for constructivist, project-based teaching and learning approaches and the associated issue of the elements needed for an effective implementation of technology within an educational reform context. Includes case studies of 9 sites that have been using technology in ways that enhance a restructuring of the classroom around students' needs and project-based activities. Sites selected were those that emphasized education reform and provided challenging, authentic activities for students from economically disadvantaged backgrounds. Illustrated.

Studies of Education Reform

Technology and Education Reform

Barbara Means

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