Litcius/Paper detail

The evolving field of learning analytics research in higher education

Megan Axelsen, Petrea Redmond, Eva Heinrich, Michael Henderson

2020Australasian Journal of Educational Technology24 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Learning analyticsAnalyticsComputer scienceEducational technologyData scienceSoftware deploymentEmployabilitySoftware analyticsOpen learningCultural analyticsEducational researchKnowledge managementMathematics educationPsychologyTeaching methodSemantic analyticsPedagogyWorld Wide WebCooperative learningThe InternetSoftwareSoftware constructionOperating systemWeb modelingProgramming languageSoftware systemOnline Learning and AnalyticsE-Learning and Knowledge ManagementArtificial Intelligence in Healthcare and Education
The evolving field of learning analytics research in higher education | Litcius