Australasian Journal of Educational Technology · 2020 · 24 citations · 20 references
EducationEducational TechnologyHigher EducationEducational Data MiningPredictive AnalyticsStudent EngagementEngagement AnalysisLearner AnalysisLearner Behavior AnalysisLearning AnalyticsStudent Achievement AnalysisStudent Learning Outcomes AssessmentLearner Retention AnalysisLearning Analytics For EngagementLearning Analytics For ProgressionsLearning Analytics MethodologyLearning Outcome AnalysisOutcome MeasuresPredictive Analytics For RetentionStudent Learning Outcomes
Over the last decade the deployment and use of learning analytics has become routine in many universities around the world. The ability to analyse the way students interact with technology has demonstrated significant value for providing insights into student learning and there are now a wide range of uses for learning analytics in education. From use as a diagnostic tool, to a method for prediction, learning analytics in higher education has an emphasis on a wide range of outcome measures, including student retention, progression, attainment, performance, mastery, employability and engagement. In exploring how learning analytics can improve learning practice by transforming the ways we support learning processes, this editorial highlights some of the learning analytics research that has been published in AJET to date.
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George Siemens · American Behavioral Scientist · 2013 · 1.1K citations
A conceptual framework linking learning design with learning analytics
Aneesha Bakharia, Linda Corrin, Paula De Barba et al. · 2016 · 163 citations
Rebecca Ferguson, Doug Clow · 2017 · 160 citations