Learning Analytics – Didaktischer Benefit zur Verbesserung von Lehr-Lernprozessen? Implikationen aus dem Einsatz von Learning Analytics im Hochschulkontext

Translated title of the contribution: Learning Analytics – Didactical Benefit for the Improvement of Teaching and Learning Processes? Implications from the Application of Learning Analytics in a Higher Education Context

Silvia Lipp, Gernot Dreisiebner, Philipp Leitner, Martin Ebner, Michael Kopp, Michaela Stock*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Digital data is an inherent by-product of the utilization of digital educational settings with a still widely unclaimed potential. The interpretation of this data imposes new challenges for teachers and learners.
Learning Analytics incorporates the aggregation and interpretation of data to improve teaching and learning processes. This paper focuses on the implications of implementation of Learning Analytics in a higher education setting, exemplified by the implementation in a specific research project. Within a first step, the didactical potential of Learning Analytics is drawn from literature with regard of the perspectives of learners, teachers, and content. Based on qualitative and quantitative accompanying study of the implementation of LA, didactical implications are derived for a higher education context.
The didactical potential claimed within the literature can also be identified within the underlying implementation of Learning Analytics. However, it also becomes apparent, that Learning Analytics imposes rising challenges for teachers and learners
Translated title of the contributionLearning Analytics – Didactical Benefit for the Improvement of Teaching and Learning Processes? Implications from the Application of Learning Analytics in a Higher Education Context
Original languageGerman
Number of pages31
JournalBerufs- und Wirtschaftspädagogik online
Volume40
Issue numberJuli 2021
Publication statusPublished - 21 Jul 2021

Fields of Expertise

  • Information, Communication & Computing

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