Designing for student-facing learning analytics

Article


Kitto, Kirsty, Lupton, Mandy, Davis, Kate and Waters, Zak. 2017. "Designing for student-facing learning analytics." Australasian Journal of Educational Technology. 33 (5), pp. 152-168. https://doi.org/10.14742/ajet.3607
Article Title

Designing for student-facing learning analytics

ERA Journal ID20265
Article CategoryArticle
AuthorsKitto, Kirsty (Author), Lupton, Mandy (Author), Davis, Kate (Author) and Waters, Zak (Author)
Journal TitleAustralasian Journal of Educational Technology
Journal Citation33 (5), pp. 152-168
Number of Pages17
Year2017
PublisherAustralasian Society for Computers in Learning in Tertiary Education (ASCILITE)
Place of PublicationAustralia
ISSN1449-5554
Digital Object Identifier (DOI)https://doi.org/10.14742/ajet.3607
Web Address (URL)https://ajet.org.au/index.php/AJET/article/view/3607
Abstract

Despite a narrative that sees learning analytics (LA) as a field that aims to enhance student learning, few student-facing solutions have emerged. This can make it difficult for educators to imagine how data can be used in the classroom, and in turn diminishes the promise of LA as an enabler for encouraging important skills such as sense-making, metacognition, and reflection. We propose two learning design patterns that will help educators to incorporate LA into their teaching protocols: do-analyse-change-reflect, and active learning squared. We discuss these patterns with reference to a case study utilising the Connected Learning Analytics (CLA) toolkit, in three trials run over a period of 18 months. The results demonstrate that student-facing learning analytics is not just a future possibility, but an area that is ripe for further development.

Keywordseducation, learning designs (LD), learning analytics (LA)
ANZSRC Field of Research 2020390405. Educational technology and computing
390408. Learning analytics
Byline AffiliationsUniversity of Technology Sydney
Queensland University of Technology
Digital Life Lab
Institution of OriginUniversity of Southern Queensland
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