The End is the Beginning is the End: The closed-loop learning analytics framework

M Sailer, M Ninaus, SE Huber, E Bauer… - Computers in Human …, 2024 - Elsevier
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …

The use and application of learning theory in learning analytics: A sco** review

M Khalil, P Prinsloo, S Slade - Journal of Computing in Higher Education, 2023 - Springer
Since its inception in 2011, Learning Analytics has matured and expanded in terms of reach
(eg, primary and K-12 education) and in having access to a greater variety, volume and …

Artificial intelligence, 21st century competences, and socio‐emotional learning in education: More than high‐risk?

I Tuomi - European Journal of Education, 2022 - Wiley Online Library
Over the last two decades, 21st century competences and socio‐emotional skills have
become a major focus in educational policy. In this article, skills for the 21st century, soft …

Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

[HTML][HTML] How CSCL roles emerge, persist, transition, and evolve over time: A four-year longitudinal study

M Saqr, S López-Pernas - Computers & education, 2022 - Elsevier
A prevailing trend in CSCL literature has been the study of students' participatory roles. The
majority of existing studies examine a single collaborative task or, at most, a complete …

A learning analytics perspective on educational escape rooms

S López-Pernas, M Saqr, A Gordillo… - Interactive Learning …, 2023 - Taylor & Francis
Learning analytics methods have proven useful in providing insights from the increasingly
available digital data about students in a variety of learning environments, including serious …

A learning analytic approach to unveiling self-regulatory processes in learning tactics

Y Fan, J Saint, S Singh, J Jovanovic… - LAK21: 11th international …, 2021 - dl.acm.org
Investigation of learning tactics and strategies has received increasing attention by the
Learning Analytics (LA) community. While previous research efforts have made notable …

Assessing program-level learning strategies in MOOCs

A Barthakur, V Kovanovic, S Joksimovic… - Computers in Human …, 2021 - Elsevier
Abstract Massive Open Online Courses have provided researchers with considerable
opportunities to assess student learning within technically mediated online environments …

Self-regulated learning in massive online open courses: A state-of-the-art review

J Ceron, S Baldiris, J Quintero, RR Garcia… - IEEE …, 2020 - ieeexplore.ieee.org
Self-regulated learning (SRL) is a cyclical process through which individuals plan their
objectives, execute them and self-evaluate their own behavior so as to obtain their proposed …

Text analytics for uncovering untapped ideas at the intersection of learning design and learning analytics: Critical interpretative synthesis

S Stoyanov, PA Kirschner - Journal of Computer Assisted …, 2023 - Wiley Online Library
Background Learning analytics (LA) collects, analyses, and reports data from the learning
environment, to provide evidence of the effects of a particular learning design. Learning …