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 …
synergies between the two are becoming an important area for research. This paper intends …
License to evaluate: Preparing learning analytics dashboards for educational practice
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 …
leveraging the expertise of both fields in exploring the vast amount of data generated in …
Educator perspectives on learning analytics in classroom practice
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 …
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 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 …
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 …
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 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 …
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
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 …
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 …
providing teaching and learning experiences to hundreds even thousands of users, an …
[PDF][PDF] Learning analytics implementation design
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 …
shaping of the human processes involved in taking up and using analytic tools, data, and …