The Use of Models in Learning Design and Learning Analytics

Griffiths, David ORCID: 0000-0002-6863-2456 (2017) The Use of Models in Learning Design and Learning Analytics. Interaction Design and Architecture(s) Journal (IxD&A Journal) (33). pp. 113-133. ISSN 1826-9745

Griffiths D IxD&A article.pdf - Published Version
Available under License Creative Commons Attribution Non-commercial No Derivatives.

Download (749kB) | Preview
Official URL:


The practice of Learning Design (LD) and Learning Analytics (LA) is analysed using two lenses. Firstly, it is argued that both LD and LA involve the making of models. All models involve idealisation, i.e. the simplification of something complicated to make it more tractable. Various educational actors generate idealisations of the system they are working in, but only a subset of these idealisations is embodied in LD and LA implementations. Secondly, LD and LA both change the way that the actors in education handle the complexity which they are faced with in their practice. This is analysed in terms of the cybernetic concepts of variety and black boxes. It is then argued that LD and LA implementations share a tendency to shift control to higher levels in the hierarchy, and that this has consequences for the autonomy of teachers and learners, and for the acceptability to users of LD and LA. Finally, some conclusions are offered which can help LD and LA to be implemented while addressing the common problems that have been identified.

Item Type: Article
Uncontrolled Keywords: learning design, learning analytics, idealized model, variety, management, organization, pedagogy.
Divisions: School of Education and Psychology > Education
Depositing User: Tracey Gill
Date Deposited: 09 Feb 2018 12:05
Last Modified: 01 Mar 2018 11:18

Actions (login required)

Edit Item Edit Item


Downloads per month over past year

View more statistics