[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 …
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond
Learning analytics uses large amounts of data about learner interactions in digital learning
environments to understand and enhance learning. Although measurement is a central …
environments to understand and enhance learning. Although measurement is a central …
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 …
Trace-SRL: a framework for analysis of microlevel processes of self-regulated learning from trace data
J Saint, A Whitelock-Wainwright… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning
holds the promise of providing insights into latent constructs, such as learning strategy, self …
holds the promise of providing insights into latent constructs, such as learning strategy, self …
Unpacking the intertemporal impact of self-regulation in a blended mathematics environment
With the arrival of fine-grained log-data and the emergence of learning analytics, there may
be new avenues to explore how Self-Regulated Learning (SRL) can provide a lens to how …
be new avenues to explore how Self-Regulated Learning (SRL) can provide a lens to how …
Unfolding students' online assignment submission behavioral patterns using temporal learning analytics
This study analyzed students' online assignment submission behaviors from the
perspectives of temporal learning analytics. This study aimed to model the time-dependent …
perspectives of temporal learning analytics. This study aimed to model the time-dependent …
[PDF][PDF] Temporal aspects of learning analytics-grounding analyses in concepts of time
I Molenaar, AF Wise - The handbook of learning analytics, 2022 - researchgate.net
This chapter represents an effort to lay out a common framework for the concepts of time to
(a) support diverse researchers working on temporal aspects of learning analytics to …
(a) support diverse researchers working on temporal aspects of learning analytics to …
Tracking changes in students' online self-regulated learning behaviors and achievement goals using trace clustering and process mining
Success in online and blended courses requires engaging in self-regulated learning (SRL),
especially for challenging STEM disciplines, such as physics. This involves students …
especially for challenging STEM disciplines, such as physics. This involves students …
Assessment validity and learning analytics as prerequisites for ensuring student‐centred learning design
To ensure the validity of an assessment programme, it is essential to align it with the
intended learning outcomes (LO). We present a model for ensuring assessment validity …
intended learning outcomes (LO). We present a model for ensuring assessment validity …
Elementary students' self‐regulation in computer‐based learning environments: How do self‐report measures, observations and teacher rating relate to task …
It is well‐established that being a self‐regulated learner is beneficial academically,
motivationally and is considered essential for productive life‐long learning. Despite this …
motivationally and is considered essential for productive life‐long learning. Despite this …