Learning analytics in education

• Other Authors: Niemi, David Michael (Editor), Pea, Roy D. (Editor), Saxberg, Bror (Editor), Clark, Richard E. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Bingley, U.K : Emerald Publishing Limited : Information Age Publishing Inc., [2018]
• Subjects: Education, Higher > Research > Data processing.; Education > Research > Statistical methods.; Educational statistics.; Education > Computers & Technology.; Educational equipment and technology, computer-aided learning (CAL); elektronické knihy; electronic books
• ISBN: 9781806607570
• DOI: 10.1108/978-1-64113-371-5
• Physical Description: 1 online resource (268 pages)

This book provides a comprehensive introduction by an extraordinary range of experts to the recent and rapidly developing field of learning analytics. Some of the finest current thinkers about ways to interpret and benefit from the increasing amount of evidence from learners' experiences have t...

Table of Contents:

• Inferential foundations for learning analytics in the digital ocean / John T. Behrens, Philip Piety, Kristen E. DiCerbo, and Robert J. Mislevy
• Towards demonstrating the value of learning analytics for K-12 education / Ryan S. Baker and Kenneth R. Koedinger
• Using analytics to improve academic persistence / David Niemi, Richard E. Clark, Bror Saxberg, Brenda Sugrue, and Eric Ellefsen
• Multimodal learning analytics and assessment of open-ended artifacts / Paulo Blikstein and Marcelo Worsley
• Putting the learner at the center : Sharing analytics with learning participants / Marie Bienkowski
• Discourse analytics for classroom learning / Sherice N. Clarke, Lauren B. Resnick, and Carolyn Penstein Rose
• Learning analytics ecosystem could be fostered by institutional review board reform / Patricia K. Hammar
• Policies and capacity enablers and barriers for earning analytics / Mary Ann Wolf, Rachel Jones, Sara Hall, and Govenor Bob Wise
• Understanding learning analytics across practices / Philip J. Piety and Roy D. Pea.