A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective
This paper presents a systematic literature review of learning analytics dashboards (LADs)
research that reports empirical findings to assess the impact on learning and teaching …
research that reports empirical findings to assess the impact on learning and teaching …
[HTML][HTML] Temporally-focused analytics of self-regulated learning: A systematic review of literature
We present a systematic literature review of data-driven self-regulated learning (SRL) that
emphasises the methodological importance of temporality and sequence, as opposed to …
emphasises the methodological importance of temporality and sequence, as opposed to …
Learning analytics to reveal links between learning design and self-regulated learning
The importance of learning design in education is widely acknowledged in the literature.
Should learners make effective use of opportunities provided in a learning design …
Should learners make effective use of opportunities provided in a learning design …
Exploring student and teacher usage patterns associated with student attrition in an open educational resource-supported online learning platform
Online learning platforms integrating open educational resources (OERs) are increasingly
adopted in secondary education as supplemental resources for teaching and learning …
adopted in secondary education as supplemental resources for teaching and learning …
How do we start? An approach to learning analytics adoption in higher education
Purpose The analysis of data collected from user interactions with educational and
information technology has attracted much attention as a promising approach to advancing …
information technology has attracted much attention as a promising approach to advancing …
Standing on the shoulders of giants: Online formative assessments as the foundation for predictive learning analytics models
As universities around the world have begun to use learning management systems (LMSs),
more learning data have become available to gain deeper insights into students' learning …
more learning data have become available to gain deeper insights into students' learning …
From study tactics to learning strategies: An analytical method for extracting interpretable representations
E Fincham, D Gašević, J Jovanović… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Research into self-regulated learning has traditionally relied upon self-reported data. While
there is a rich body of literature that has extracted invaluable information from such sources …
there is a rich body of literature that has extracted invaluable information from such sources …
Dissecting learning tactics in MOOC using ordered network analysis
Background Select and enact appropriate learning tactics that advance learning has been
considered a critical set of skills to successfully complete highly flexible online courses, such …
considered a critical set of skills to successfully complete highly flexible online courses, such …
Using social network analysis to understand online Problem-Based Learning and predict performance
Social network analysis (SNA) may be of significant value in studying online collaborative
learning. SNA can enhance our understanding of the collaborative process, predict the …
learning. SNA can enhance our understanding of the collaborative process, predict the …
The importance and meaning of session behaviour in a MOOC
One of the main challenges for online learners is knowing how to effectively manage their
time. Highly autonomous settings, such as Massive Open Online Courses (MOOCs), put …
time. Highly autonomous settings, such as Massive Open Online Courses (MOOCs), put …