Utilising learning analytics to support study success in higher education: a systematic review
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 …
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 …
Prerequisites for artificial intelligence in further education: Identification of drivers, barriers, and business models of educational technology companies
A Renz, R Hilbig - International Journal of Educational Technology in …, 2020 - Springer
The ongoing datafication of our social reality has resulted in the emergence of new data-
based business models. This development is also reflected in the education market. An …
based business models. This development is also reflected in the education market. An …
Learning analytics in European higher education—Trends and barriers
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 …
The hidden architecture of higher education: Building a big data infrastructure for the 'smarter university'
B Williamson - International Journal of Educational Technology in …, 2018 - Springer
Universities are increasingly organized and managed through digital data. The collection,
processing and dissemination of Higher Education data is enabled by complex new data …
processing and dissemination of Higher Education data is enabled by complex new data …
Fostering student engagement in online discussion through social learning analytics
This paper reports on the initial stage of a design-based research program that aims to
devise student-facing social learning analytics in a postsecondary setting. In order to foster …
devise student-facing social learning analytics in a postsecondary setting. In order to foster …
Technology enhanced formative assessment for 21st century learning
This paper is based on the deliberations of the Assessment Working Group at EDUsummIT
2015 in Bangkok, Thailand. All of the members of Thematic Working Group 5 (TWG5) have …
2015 in Bangkok, Thailand. All of the members of Thematic Working Group 5 (TWG5) have …
Detecting learning strategies with analytics: Links with self-reported measures and academic performance
The use of analytic methods for extracting learning strategies from trace data has attracted
considerable attention in the literature. However, there is a paucity of research examining …
considerable attention in the literature. However, there is a paucity of research examining …
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 …
The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study
A vast number of studies reported exciting innovations and practices in the field of Learning
Analytics (LA). Whilst they provided substantial insights, most of these studies have been …
Analytics (LA). Whilst they provided substantial insights, most of these studies have been …