Learning analytics in virtual laboratories: a systematic literature review of empirical research

R Elmoazen, M Saqr, M Khalil, B Wasson - Smart Learning Environments, 2023 - Springer
Remote learning has advanced from the theoretical to the practical sciences with the advent
of virtual labs. Although virtual labs allow students to conduct their experiments remotely, it is …

Learning analytics dashboard: a tool for providing actionable insights to learners

T Susnjak, GS Ramaswami, A Mathrani - International Journal of …, 2022 - Springer
This study investigates current approaches to learning analytics (LA) dashboarding while
highlighting challenges faced by education providers in their operationalization. We analyze …

[КНИГА][B] Foundations of educational technology: Integrative approaches and interdisciplinary perspectives

GM Morel, JM Spector - 2022 - taylorfrancis.com
Foundations of Educational Technology offers a fresh, interdisciplinary, problem-centered
approach to educational technology, learning design, and instructional systems …

A review of learning analytics opportunities and challenges for K-12 education

C Paolucci, S Vancini, RT Bex II, C Cavanaugh… - Heliyon, 2024 - cell.com
Use of learning analytics to improve educational outcomes is a growing area of research.
While learning analytics research has been more prevalent in higher education contexts …

[КНИГА][B] Bringing the neuroscience of learning to online teaching: an educator's handbook

T Tokuhama-Espinosa - 2021 - books.google.com
This practical resource draws on the best of neuroscience to inform decisionmaking about
digital learning. We live in unprecedented times that have pushed schools to make many …

Identifying factors for master thesis completion and non-completion through learning analytics and machine learning

J Nouri, K Larsson, M Saqr - European Conference on Technology …, 2019 - Springer
The master thesis is the last formal step in most universities around the world. However, all
students do not finish their master thesis. Thus, it is reasonable to assume that the non …

[PDF][PDF] Analítica del aprendizaje y educación basada en datos: Un campo en expansión

DD Figaredo, J Reich… - … Revista Iberoamericana de …, 2020 - redalyc.org
La creciente utilización de sistemas de mediación digital en la mayoría de espacios
educativos–ya sean presenciales o no, formales o abiertos, y tanto en el nivel de educación …

Learning analytics and the measurement of learning engagement

D Tempelaar, Q Nguyen, B Rienties - Adoption of data analytics in higher …, 2020 - Springer
The measurement of learning engagement is a major research theme, both in the learning
analytics community and the broader area of educational research. The complexity of …

[КНИГА][B] A beginner's guide to learning analytics

KG Srinivasa, M Kurni - 2021 - Springer
Generally speaking, learning analytics refers to the collection and analysis of learner data
and their environments to understand and improve learning outcomes. The most cited …

Plataformas digitales y justicia formativa

JJS Alonso, A Bethencourt-Aguilar… - Education Policy …, 2023 - epaa.asu.edu
This paper reflects on the possibilities offered by digital educational platforms, which are
accompanied by instructional designs linked to the student-centered educational paradigm …