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 …

Data analytics in higher education: An integrated view

A Nguyen, L Gardner, D Sheridan - Journal of Information Systems …, 2020 - aisel.aisnet.org
Data analytics in higher education provides unique opportunities to examine, understand,
and model pedagogical processes. Consequently, the methodologies and processes …

Features students really expect from learning analytics

C Schumacher, D Ifenthaler - Computers in human behavior, 2018 - Elsevier
More and more learning in higher education settings is being facilitated through online
learning environments. Students' ability to self-regulate their learning is considered a key …

Investigating students' use of self‐assessments in higher education using learning analytics

D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …

[HTML][HTML] Learning analytics and the Universal Design for Learning (UDL): A clustering approach

M Roski, R Sebastian, R Ewerth, A Hoppe… - Computers & …, 2024 - Elsevier
In the context of inclusive education, Universal Design for Learning (UDL) is a framework
used worldwide to create learning opportunities accessible to all learners. While much …

Student perceptions of privacy principles for learning analytics

D Ifenthaler, C Schumacher - Educational Technology Research and …, 2016 - Springer
The purpose of this study was to examine student perceptions of privacy principles related to
learning analytics. Privacy issues for learning analytics include how personal data are …

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 …

Students' privacy concerns in learning analytics: Model development

C Mutimukwe, O Viberg, LM Oberg… - British Journal of …, 2022 - Wiley Online Library
Understanding students' privacy concerns is an essential first step toward effective privacy‐
enhancing practices in learning analytics (LA). In this study, we develop and validate a …

Serious games analytics: Theoretical framework

CS Loh, Y Sheng, D Ifenthaler - Serious games analytics: Methodologies …, 2015 - Springer
Abstract “Serious Games” is a unique industry that is concerned with the training/learning
performance assessment of its clients. It is one of three digital technology industries (along …

Reciprocal issues of artificial and human intelligence in education

D Ifenthaler, C Schumacher - Journal of Research on Technology …, 2023 - Taylor & Francis
With the emerging opportunities of artificial intelligence (AI), learning and teaching may be
supported in situ and in real time for more efficient and valid solutions. Hence, AI has the …