Supporting self-regulated learning with learning analytics interventions–a systematic literature review
During the past years scholars have shown an increasing interest in supporting students'
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …
Towards a partnership of teachers and intelligent learning technology: A systematic literature review of model‐based learning analytics
Background With increased use of artificial intelligence in the classroom, there is now a
need to better understand the complementarity of intelligent learning technology and …
need to better understand the complementarity of intelligent learning technology and …
[HTML][HTML] Digital transformation in education: Critical components for leaders of system change
AM McCarthy, D Maor, A McConney… - Social sciences & …, 2023 - Elsevier
Leaders recognize that digital transformation is required for efficiency and effectiveness of
the information, services, and personal experiences vital among stakeholders. A global …
the information, services, and personal experiences vital among stakeholders. A global …
Construir el conocimiento en la era digital: retos y reflexiones
Este trabajo identifica cinco grandes ámbitos de desarrollo en torno a los cuales se articulan
algunos de los retos más importantes que enfrentan los modelos emergentes de …
algunos de los retos más importantes que enfrentan los modelos emergentes de …
Beyond the learning analytics dashboard: Alternative ways to communicate student data insights combining visualisation, narrative and storytelling
GM Fernandez Nieto, K Kitto… - … learning analytics and …, 2022 - dl.acm.org
Learning Analytics (LA) dashboards have become a popular medium for communicating to
teachers analytical insights obtained from student data. However, recent research indicates …
teachers analytical insights obtained from student data. However, recent research indicates …
A checklist to guide the planning, designing, implementation, and evaluation of learning analytics dashboards
Higher education institutions are moving to design and implement teacher-facing learning
analytics (LA) dashboards with the hope that instructors can extract deep insights about …
analytics (LA) dashboards with the hope that instructors can extract deep insights about …
The End is the Beginning is the End: The closed-loop learning analytics framework
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 field of learning analytics, structured around a dedicated closed-loop framework. This …
Use of predictive analytics within learning analytics dashboards: A review of case studies
G Ramaswami, T Susnjak, A Mathrani… - … , Knowledge and Learning, 2023 - Springer
Learning analytics dashboards (LADs) provide educators and students with a
comprehensive snapshot of the learning domain. Visualizations showcasing student …
comprehensive snapshot of the learning domain. Visualizations showcasing student …
Predict or describe? How learning analytics dashboard design influences motivation and statistics anxiety in an online statistics course
Based on the achievement goal theory, this experimental study explored the influence of
predictive and descriptive learning analytics dashboards on graduate students' motivation …
predictive and descriptive learning analytics dashboards on graduate students' motivation …
Learning analytics as data ecology: A tentative proposal
P Prinsloo, M Khalil, S Slade - Journal of Computing in Higher Education, 2024 - Springer
Central to the institutionalization of learning analytics is the need to understand and improve
student learning. Frameworks guiding the implementation of learning analytics flow from and …
student learning. Frameworks guiding the implementation of learning analytics flow from and …