Teaching analytics, value and tools for teacher data literacy: A systematic and tripartite approach

IG Ndukwe, BK Daniel - International Journal of Educational Technology in …, 2020 - Springer
Teaching Analytics (TA) is a new theoretical approach, which combines teaching expertise,
visual analytics and design-based research to support teacher's diagnostic pedagogical …

[HTML][HTML] MOOC discussion forums: The interplay of the cognitive and the social

I Galikyan, W Admiraal, L Kester - Computers & Education, 2021 - Elsevier
Abstract Massive Open Online Course (MOOC) platforms capture the digital traces of
millions of learners and generate an avalanche of “numbers” on learner behavior in MOOCs …

The nature and level of learner–learner interaction in a chemistry massive open online course (MOOC)

AA Tawfik, TD Reeves, AE Stich, A Gill, C Hong… - Journal of Computing in …, 2017 - Springer
Similar to other online courses, massive open online courses (MOOCs) often rely on learner–
learner interaction as a mechanism to promote learning. However, little is known at present …

The dynamics of a MOOC's learner-learner interaction over time: A longitudinal network analysis

D Castellanos-Reyes - Computers in Human Behavior, 2021 - Elsevier
Interaction is a principle of high-quality course design in online learning. Previous research
shows that interaction in Massive Open Online Courses is crucial for learner retention and …

Impact of learning analytics guidance on student self-regulated learning skills, performance, and satisfaction: A mixed methods study

DE Tzimas, SN Demetriadis - Education Sciences, 2024 - mdpi.com
Learning analytics (LA) involves collecting, processing, and visualizing big data to help
teachers optimize learning conditions. Despite its contributions, LA has not yet been able to …

Exploring the relationships between interaction measures and learning outcomes through social network analysis: the mediating role of social presence

J Lim - International Journal of Educational Technology in …, 2023 - Springer
This research aimed to explore (1) the characteristics and patterns of student interactions on
online discussion boards throughout a course using social network analysis (SNA) and (2) …

Understanding the evolution of cognitive engagement with interaction levels in online learning environments: Insights from learning analytics and epistemic network …

L Guo, J Du, Q Zheng - Journal of Computer Assisted Learning, 2023 - Wiley Online Library
Background There is a strong association between interactions and cognitive engagement,
which is crucial for constructing new cognition and knowledge. Although interactions and …

A literature review on MOOCs integrated with learning analytics

Z Yu - Journal of Information Technology Research (JITR), 2021 - igi-global.com
Although there have been numerous studies committed to MOOCs integrated with learning
analytics, fewer of them have systematically reviewed the related literature. Using clustering …

Students' interaction, satisfaction and cognitive presence in online discussions

J Lim - Educational Technology & Society, 2024 - JSTOR
This study compares the interaction patterns of a novice and an experienced instructor using
Social Network Analysis (SNA) and content analysis and explores how students' …

Designing a Rubric to Measure Elements of Transformative Learning in Online Learning: A Case Study of a FutureLearn MOOC.

N Beer - Journal of Interactive Media in Education, 2019 - ERIC
This study evaluates a two-week MOOC delivered on FutureLearn as part of an MSc in
Nursing accredited by Coventry University to establish whether learners are demonstrating …