[HTML][HTML] The current landscape of learning analytics in higher education
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …
learning processes. This study is based on the analysis of 252 papers on learning analytics …
Utilising learning analytics to support study success in higher education: a systematic review
D Ifenthaler, JYK Yau - Educational Technology Research and …, 2020 - Springer
Study success includes the successful completion of a first degree in higher education to the
largest extent, and the successful completion of individual learning tasks to the smallest …
largest extent, and the successful completion of individual learning tasks to the smallest …
Artificial intelligence for assessment and feedback to enhance student success in higher education
The core focus of this review is to show how immediate and valid feedback, qualitative
assessment influence enhances students learning in a higher education environment. With …
assessment influence enhances students learning in a higher education environment. With …
[HTML][HTML] From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education
Unequal stakeholder engagement is a common pitfall of adoption approaches of learning
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond
Learning analytics uses large amounts of data about learner interactions in digital learning
environments to understand and enhance learning. Although measurement is a central …
environments to understand and enhance learning. Although measurement is a central …
Learning analytics in European higher education—Trends and barriers
YS Tsai, D Rates, PM Moreno-Marcos… - Computers & …, 2020 - Elsevier
Learning analytics (LA) as a research field has grown rapidly over the last decade. However,
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
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 …
Empowering learners with personalised learning approaches? Agency, equity and transparency in the context of learning analytics
The emergence of personalised data technologies such as learning analytics is framed as a
solution to manage the needs of higher education student populations that are growing ever …
solution to manage the needs of higher education student populations that are growing ever …
Ethical issues in learning analytics: A review of the field
D Tzimas, S Demetriadis - Educational Technology Research and …, 2021 - Springer
Learning analytics (LA) collects, analyses, and reports big data about learners to optimise
learning. LA ethics is an interdisciplinary field of study that addresses moral, legal, and …
learning. LA ethics is an interdisciplinary field of study that addresses moral, legal, and …
What changes, and for whom? A study of the impact of learning analytics-based process feedback in a large course
Recent developments in educational technologies have provided a viable solution to the
challenges associated with scaling personalised feedback to students. However, there is …
challenges associated with scaling personalised feedback to students. However, there is …