Authors
Matthew D Pistilli, James E Willis III, John P Campbell
Publication date
2014/5/20
Book
Learning analytics: From research to practice
Pages
79-102
Publisher
Springer New York
Description
Only about a decade after initial projects emerged, learning analytics have already had a profound effect on how institutions view the combination and use of multiple data sets and their subsequent analysis on learners and instructors. The success or failure of these institutional projects lay in the confluence of the data that is available, the extent to which analysis is conducted on that data, and the ensuing action taken on the results. Some higher education institutions have begun using the power of analytics to affect positive outcomes in critical areas like learning, pedagogy, student retention, and institutional decision-making (Long and Siemens 2011). But what does analytics mean to an institution and how might an institution implement some form of analytics? Further, what can institutions expect from the successful implementation of analytics?
Total citations
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Scholar articles
MD Pistilli, JE Willis III, JP Campbell - Learning analytics: From research to practice, 2014