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 …

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 …

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 …

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 …

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 …

Fostering student engagement in online discussion through social learning analytics

B Chen, YH Chang, F Ouyang, W Zhou - The internet and higher education, 2018 - Elsevier
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 …

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 …

Detecting learning strategies with analytics: Links with self-reported measures and academic performance

D Gasevic, J Jovanovic, A Pardo… - Journal of Learning …, 2017 - research.ed.ac.uk
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 …

Technology enhanced formative assessment for 21st century learning

JM Spector, D Ifenthaler, D Sampson, JL Yang… - Journal of Educational …, 2016 - JSTOR
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 …

The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study

C Herodotou, B Rienties, M Hlosta, A Boroowa… - The Internet and Higher …, 2020 - Elsevier
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 …