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 …

Supporting self-regulated learning with learning analytics interventions–a systematic literature review

S Heikkinen, M Saqr, J Malmberg, M Tedre - Education and Information …, 2023 - Springer
During the past years scholars have shown an increasing interest in supporting students'
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …

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 …

[HTML][HTML] From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education

I Jivet, M Scheffel, M Schmitz, S Robbers… - The Internet and Higher …, 2020 - Elsevier
Unequal stakeholder engagement is a common pitfall of adoption approaches of learning
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …

Teaching with analytics: Towards a situated model of instructional decision-making

AF Wise, Y Jung - Journal of Learning Analytics, 2019 - learning-analytics.info
The process of using analytic data to inform instructional decision-making is acknowledged
to be complex; however, details of how it occurs in authentic teaching contexts have not …

Interactivity in online discussions and learning outcomes

C Kent, E Laslo, S Rafaeli - Computers & Education, 2016 - Elsevier
The increased use of online discussions in learning environments both formal and informal,
positions the construct of interactivity as central to learning. Interactivity in learning …

Review of research on student-facing learning analytics dashboards and educational recommender systems

R Bodily, K Verbert - IEEE Transactions on Learning …, 2017 - ieeexplore.ieee.org
This article is a comprehensive literature review of student-facing learning analytics
reporting systems that track learning analytics data and report it directly to students. This …

Learning analytics in online learning environment: A systematic review on the focuses and the types of student-related analytics data

SN Kew, Z Tasir - Technology, Knowledge and Learning, 2022 - Springer
The application of learning analytics in an online learning environment is increasing among
researchers in educational fields because it can assist in providing standard and …

Visions of CSCL: Eight provocations for the future of the field

AF Wise, BB Schwarz - International Journal of Computer-Supported …, 2017 - Springer
The field of CSCL is at a critical moment in its development. Internally we face issues of
fragmentation and questions about what progress is being made. Externally the rise of social …

A review of learning analytics intervention in higher education (2011–2018)

BT Wong, KC Li - Journal of Computers in Education, 2020 - Springer
Intervention has long been practised in higher education to provide assistance for at-risk or
underachieving learners. With the development of learning analytics, the delivery of …