Connecting learning analytics with learning research: The role of design-based research

P Reimann - Learning: Research and Practice, 2016 - Taylor & Francis
This paper argues that learning analytics (LA) can make contributions to learning research,
in addition to aiming for improvements in learning and teaching practices in a solely applied …

Pedagogical design: Bridging learning theory and learning analytics

K Banihashem, LP Macfadyen - Canadian Journal of Learning and …, 2021 - cjlt.ca
Which learning analytics (LA) approach might be the best choice for your teaching and
learning context? Learning analytics as a field of research and application seeks to collect …

Piecing the learning analytics puzzle: A consolidated model of a field of research and practice

D Gašević, V Kovanović… - Learning: Research and …, 2017 - Taylor & Francis
The field of learning analytics was founded with the goal to harness vast amounts of data
about learning collected by the extensive use of technology. After the early formation, the …

A LAK of Direction Misalignment Between the Goals of Learning Analytics and its Research Scholarship

BA Motz, Y Bergner, CA Brooks, A Gladden, G Gray… - 2023 - arrow.tudublin.ie
Learning analytics defines itself with a focus on data from learners and learning
environments, with corresponding goals of understanding and optimizing student learning …

Learning design and learning analytics: Snapshot 2020

LP Macfadyen, L Lockyer… - Journal of Learning …, 2020 - eprints.qut.edu.au
“Learning design” belongs to that interesting class of concepts that appear on the surface to
be simple and self-explanatory, but which are actually definitionally vague and contested in …

Envisioning a learning analytics for the learning sciences

A Wise, Y Cui - … of the 13th international conference of the …, 2018 - nyuscholars.nyu.edu
There is both great excitement and substantial concern within the learning sciences about
what educational data science and learning analytics (EDS/LA) have to offer our …

Analytics for learning design: A layered framework and tools

D Hernández‐Leo… - British Journal of …, 2019 - Wiley Online Library
The field of learning design studies how to support teachers in devising suitable activities for
their students to learn. The field of learning analytics explores how data about students' …

Learning analytics in the learning sciences

CP Rosé - International handbook of the learning sciences, 2018 - taylorfrancis.com
This article provides a brief “bird's eye view” of the field of Learning Analytics. The goal is to
capture a unique perspective on work in the area of Learning Analytics grounded in …

[PDF][PDF] Learning analytics

T Elias - Learning, 2011 - Citeseer
Learning is a product of interaction. Depending on the epistemology underlying the learning
design, learners might interact with instructors and tutors, with content and/or with other …

From theory to action: Developing and evaluating learning analytics for learning design

KJ Wiley, Y Dimitriadis, A Bradford… - Proceedings of the tenth …, 2020 - dl.acm.org
The effectiveness of using learning analytics for learning design primarily depends upon two
concepts: grounding and alignment. This is the primary conjecture for the study described in …