Learning analytics driven improvements in learning design in higher education: A systematic literature review

E Drugova, I Zhuravleva, U Zakharova… - Journal of Computer …, 2024 - Wiley Online Library
Background Driven by the ongoing need to provide high‐quality learning and teaching,
universities recently have shown an increased interest in using learning analytics (LA) for …

Educator perspectives on learning analytics in classroom practice

A Shibani, S Knight, SB Shum - The Internet and Higher Education, 2020 - Elsevier
Failing to understand the perspectives of educators, and the constraints under which they
work, is a hallmark of many educational technology innovations' failure to achieve usage in …

Contextualizable learning analytics design: A generic model and writing analytics evaluations

A Shibani, S Knight, S Buckingham Shum - Proceedings of the 9th …, 2019 - dl.acm.org
A major promise of learning analytics is that through the collection of large amounts of data
we can derive insights from authentic learning environments, and impact many learners at …

Implementing learning analytics for learning impact: Taking tools to task

S Knight, A Gibson, A Shibani - The Internet and Higher Education, 2020 - Elsevier
Learning analytics has the potential to impact student learning, at scale. Embedded in that
claim are a set of assumptions and tensions around the nature of scale, impact on student …

CIDA: A collective inquiry framework to study and support teachers as designers in technological environments

K Michos, D Hernández-Leo - Computers & Education, 2020 - Elsevier
The use of new technologies such as learning analytics by teachers is challenging due to
the changes they bring to teachers' practices and their pedagogical interventions. A design …

Teacher‐led inquiry in technology‐supported school communities

K Michos, D Hernández‐Leo… - British Journal of …, 2018 - Wiley Online Library
Learning design is a research field which studies how to best support teachers as designers
of Technology Enhanced Learning (TEL) situations. Although substantial work has been …

[HTML][HTML] Categorizing learning analytics models according to their goals and identifying their relevant components: A review of the learning analytics literature from …

B Quadir, M Chang, JC Yang - Computers and Education: Artificial …, 2021 - Elsevier
This study aimed to categorize learning analytics (LA) models and identify their relevant
components by analyzing LA-related articles published between 2011 and 2019 in …

Combining Checkpoint and Process Learning Analytics to Support Learning Design Decisions in Blended Learning Environments.

R Kaliisa, A Kluge, AI Mørch - Journal of Learning Analytics, 2020 - ERIC
Learning analytics (LA) constitutes a key opportunity to support learning design (LD) in
blended learning environments. However, details as to how LA supports LD in practice and …

Learning across disciplines in socio-environmental problem framing

D Pennington, S Vincent, DC Gosselin… - Socio-Environmental …, 2021 - eprints.qut.edu.au
Modelling complex socio-environmental problems requires integration of knowledge across
disparate fields of expertise. A key challenge is understanding how social learning across …

Learning analytics for collaborative language learning in classrooms

Y Wen, Y Song - Educational Technology & Society, 2021 - JSTOR
Learning analytics (LA) has been increasingly using in teaching and learning. However, in
the field of applied linguistics, the use of LA has only begun to touch the surface. There is a …