Learning analytics in higher education---challenges and policies: a review of eight learning analytics policies
This paper presents the results of a review of eight policies for learning analytics of
relevance for higher education, and discusses how these policies have tried to address …
relevance for higher education, and discusses how these policies have tried to address …
Complexity leadership in learning analytics: Drivers, challenges and opportunities
Learning analytics (LA) has demonstrated great potential in improving teaching quality,
learning experience and administrative efficiency. However, the adoption of LA in higher …
learning experience and administrative efficiency. However, the adoption of LA in higher …
Impact of digital technologies upon teaching and learning in higher education in Latin America: an outlook on the reach, barriers, and bottlenecks
Digital technology and literacy can heighten the transformation of teaching and learning in
higher education institutions (HEIs). This study uncovers the extent to which digital …
higher education institutions (HEIs). This study uncovers the extent to which digital …
Predicting student performance in higher educational institutions using video learning analytics and data mining techniques
Technology and innovation empower higher educational institutions (HEI) to use different
types of learning systems—video learning is one such system. Analyzing the footprints left …
types of learning systems—video learning is one such system. Analyzing the footprints left …
Human-centred learning analytics
The design of effective learning analytics (LA) extends beyond sound technical and
pedagogical principles. If analytics are to be adopted and used successfully to support …
pedagogical principles. If analytics are to be adopted and used successfully to support …
Increasing the impact of learning analytics
Learning Analytics (LA) studies the learning process in order to optimize learning
opportunities for students. Although LA has quickly risen to prominence, there remain …
opportunities for students. Although LA has quickly risen to prominence, there remain …
Research evidence on the use of learning analytics: Implications for education policy
The evidence shows that the use of learning analytics to improve and to innovate learning
and teaching in Europe is still in its infancy. The high expectations have not yet been …
and teaching in Europe is still in its infancy. The high expectations have not yet been …
SHEILA policy framework: informing institutional strategies and policy processes of learning analytics
This paper introduces a learning analytics policy development framework developed by a
cross-European research project team-SHEILA (Supporting Higher Education to Integrate …
cross-European research project team-SHEILA (Supporting Higher Education to Integrate …
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 …
Ontask: Delivering data-informed, personalized learning support actions
The learning analytics community has matured significantly over the past few years as a
middle space where technology and pedagogy combine to support learning experiences. To …
middle space where technology and pedagogy combine to support learning experiences. To …