Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …

License to evaluate: Preparing learning analytics dashboards for educational practice

I Jivet, M Scheffel, M Specht, H Drachsler - Proceedings of the 8th …, 2018 - dl.acm.org
Learning analytics can bridge the gap between learning sciences and data analytics,
leveraging the expertise of both fields in exploring the vast amount of data generated in …

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 …

Learning analytics for online game-based learning: A systematic literature review

SK Banihashem, H Dehghanzadeh… - Behaviour & …, 2023 - Taylor & Francis
Game-based learning researchers have been investigating various means to maximise
learning in educational games. One promising venue in recent years has been the use of …

Learning analytics: A systematic literature review

SK Banihashem, K Aliabadi… - … Journal of Virtual …, 2018 - ijvlms.sums.ac.ir
Context Learning analytics is considered as the third wave in educational technology and it
is a new and promising field of study. This study was conducted to clarify benefits and …

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 …

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 …

Overcoming challenges to the adoption of learning analytics at the practitioner level: A critical analysis of 18 learning analytics frameworks

R Kaliisa, A Kluge, AI Mørch - Scandinavian Journal of Educational …, 2022 - Taylor & Francis
Learning analytics (LA) is a fast-growing field but adoption by teachers remain limited. This
paper presents the results of a review of 18 LA frameworks and discusses how they have …

Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy

A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …

[PDF][PDF] Learning analytics implementation design

AF Wise, J Vytasek - Handbook of learning analytics, 2017 - academia.edu
This chapter addresses the design of learning analytics implementations: the purposeful
shaping of the human processes involved in taking up and using analytic tools, data, and …