Data privacy on the African continent: Opportunities, challenges and implications for learning analytics

P Prinsloo, R Kaliisa - British Journal of Educational …, 2022 - Wiley Online Library
Whilst learning analytics is still nascent in most African higher education institutions, many
African higher education institutions use learning platforms and analytic services from …

The answer is (not only) technological: Considering student data privacy in learning analytics

P Prinsloo, S Slade, M Khalil - British Journal of Educational …, 2022 - Wiley Online Library
Evidence shows that appropriate use of technology in education has the potential to
increase the effectiveness of, eg, teaching, learning and student support. There is also …

Understanding privacy and data protection issues in learning analytics using a systematic review

Q Liu, M Khalil - British Journal of Educational Technology, 2023 - Wiley Online Library
The field of learning analytics has advanced from infancy stages into a more practical
domain, where tangible solutions are being implemented. Nevertheless, the field has …

The privacy paradox and its implications for learning analytics

YS Tsai, A Whitelock-Wainwright… - Proceedings of the tenth …, 2020 - dl.acm.org
Learning analytics promises to support adaptive learning in higher education. However, the
associated issues around privacy protection, especially their implications for students as …

Privacy and data protection in learning analytics should be motivated by an educational maxim—towards a proposal

T Hoel, W Chen - Research and Practice in Technology Enhanced …, 2018 - Springer
Privacy and data protection are a major stumbling blocks for a data-driven educational
future. Privacy policies are based on legal regulations, which in turn get their justification …

The influence of data protection and privacy frameworks on the design of learning analytics systems

T Hoel, D Griffiths, W Chen - Proceedings of the seventh international …, 2017 - dl.acm.org
Learning analytics open up a complex landscape of privacy and policy issues, which, in turn,
influence how learning analytics systems and practices are designed. Research and …

Contemporary privacy theory contributions to learning analytics

J Heath - Journal of Learning Analytics, 2014 - learning-analytics.info
With the continued adoption of learning analytics in higher education institutions, vast
volumes of data are generated and “big data” related issues, including privacy, emerge …

“We're being tracked at all times”: Student perspectives of their privacy in relation to learning analytics in higher education

KML Jones, A Asher, A Goben, MR Perry… - Journal of the …, 2020 - Wiley Online Library
Higher education institutions are continuing to develop their capacity for learning analytics
(LA), which is a sociotechnical data‐mining and analytic practice. Institutions rarely inform …

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 …

Student perceptions of their privacy in leaning analytics applications

KE Arnold, N Sclater - Proceedings of the seventh international learning …, 2017 - dl.acm.org
Over the past five years, ethics and privacy around student data have become major topics
of conversation in the learning analytics field. However, the majority of these have been …