Learning analytics in higher education---challenges and policies: a review of eight learning analytics policies

YS Tsai, D Gasevic - Proceedings of the seventh international learning …, 2017 - dl.acm.org
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 …

Complexity leadership in learning analytics: Drivers, challenges and opportunities

YS Tsai, O Poquet, D Gašević… - British Journal of …, 2019 - Wiley Online Library
Learning analytics (LA) has demonstrated great potential in improving teaching quality,
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

K Okoye, H Hussein, A Arrona-Palacios… - Education and …, 2023 - Springer
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 …

Predicting student performance in higher educational institutions using video learning analytics and data mining techniques

R Hasan, S Palaniappan, S Mahmood, A Abbas… - Applied Sciences, 2020 - mdpi.com
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 …

Human-centred learning analytics

S Buckingham Shum, R Ferguson… - Journal of Learning …, 2019 - oro.open.ac.uk
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 …

Increasing the impact of learning analytics

S Dawson, S Joksimovic, O Poquet… - Proceedings of the 9th …, 2019 - dl.acm.org
Learning Analytics (LA) studies the learning process in order to optimize learning
opportunities for students. Although LA has quickly risen to prominence, there remain …

Research evidence on the use of learning analytics: Implications for education policy

R Ferguson, A Brasher, D Clow, A Cooper, G Hillaire… - 2016 - oro.open.ac.uk
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 …

SHEILA policy framework: informing institutional strategies and policy processes of learning analytics

YS Tsai, PM Moreno-Marcos, K Tammets… - Proceedings of the 8th …, 2018 - dl.acm.org
This paper introduces a learning analytics policy development framework developed by a
cross-European research project team-SHEILA (Supporting Higher Education to Integrate …

How do we start? An approach to learning analytics adoption in higher education

D Gasevic, YS Tsai, S Dawson, A Pardo - The International Journal of …, 2019 - emerald.com
Purpose The analysis of data collected from user interactions with educational and
information technology has attracted much attention as a promising approach to advancing …

Ontask: Delivering data-informed, personalized learning support actions

A Pardo, K Bartimote, SB Shum… - Journal of Learning …, 2018 - research.monash.edu
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 …