The ethics of using digital trace data in education: A thematic review of the research landscape

L Hakimi, R Eynon, VA Murphy - Review of educational …, 2021 - journals.sagepub.com
This article presents the findings of a systematic qualitative analysis of research in the ethics
of digital trace data use in learning and education. From the resulting analysis of 77 peer …

Orchestrating learning analytics (OrLA): Supporting inter-stakeholder communication about adoption of learning analytics at the classroom level

LP Prieto, MJ Rodríguez-Triana… - Australasian Journal of …, 2019 - ajet.org.au
Despite the recent surge of interest in learning analytics (LA), their adoption in everyday
classroom practice is still slow. Knowledge gaps and lack of inter-stakeholder …

[BOOK][B] Virtual reality in curriculum and pedagogy: Evidence from secondary classrooms

E Southgate - 2020 - taylorfrancis.com
Virtual Reality in Curriculum and Pedagogy explores the instructional, ethical, practical, and
technical issues related to the integration of immersive virtual reality (VR) in school …

Learning analytics: At the nexus of big data, digital innovation, and social justice in education

SJ Aguilar - TechTrends, 2018 - Springer
We are still designing educational experiences for the average student, and have room to
improve. Learning analytics provides a way forward. This commentary describes how …

Guest editorial: Ethics and privacy in learning analytics

R Ferguson, T Hoel, M Scheffel… - Journal of learning …, 2016 - oro.open.ac.uk
The European Learning Analytics Community Exchange (LACE) project is responsible for
an ongoing series of workshops on ethics and privacy in learning analytics (EP4LA), which …

Towards value-sensitive learning analytics design

B Chen, H Zhu - Proceedings of the 9th international conference on …, 2019 - dl.acm.org
To support ethical considerations and system integrity in learning analytics, this paper
introduces two cases of applying the Value Sensitive Design methodology to learning …

The potential for student performance prediction in small cohorts with minimal available attributes

E Wakelam, A Jefferies, N Davey… - British Journal of …, 2020 - Wiley Online Library
The measurement of student performance during their progress through university study
provides academic leadership with critical information on each student's likelihood of …

Learning analytics in education: Literature review and case examples from vocational education

E Gedrimiene, A Silvola, J Pursiainen… - Scandinavian Journal …, 2020 - Taylor & Francis
Vocational education and training (VET) remain overlooked in learning analytics (LA)
research. This systematic literature review, using four databases and other sources, was …

[PDF][PDF] The ethics of learning analytics in Australian higher education

L Corrin, G Kennedy, S French… - Accessed …, 2019 - researchgate.net
The ever-increasing availability of data about student activities in educational environments
presents many opportunities for the improvement of learning and teaching through the use …

The teacher in the loop: Customizing multimodal learning analytics for blended learning

MJ Rodríguez-Triana, LP Prieto… - Proceedings of the 8th …, 2018 - dl.acm.org
In blended learning scenarios, evidence needs to be gathered from digital and physical
spaces to obtain a more complete view of the teaching and learning processes. However …