[HTML][HTML] A systematic review of the role of learning analytics in enhancing feedback practices in higher education

SK Banihashem, O Noroozi, S Van Ginkel… - Educational Research …, 2022 - Elsevier
Learning analytics (LA) offers new opportunities to enrich feedback practices in higher
education, but little is understood about the ways different LA can enhance feedback …

[HTML][HTML] Social learning analytics in computer-supported collaborative learning environments: A systematic review of empirical studies

R Kaliisa, B Rienties, AI Mørch, A Kluge - Computers and Education Open, 2022 - Elsevier
Social learning analytics (SLA) is a promising approach for identifying students' social
learning processes in computer-supported collaborative learning (CSCL) environments. To …

Combining university student self-regulated learning indicators and engagement with online learning events to predict academic performance

A Pardo, F Han, RA Ellis - IEEE Transactions on Learning …, 2016 - ieeexplore.ieee.org
Self-regulated learning theories are used to understand the reasons for different levels of
university student academic performance. Similarly, learning analytics research proposes …

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 …

Collaborative learning analytics

AF Wise, S Knight, SB Shum - International handbook of computer …, 2021 - Springer
The use of data from computer-based learning environments has been a long-standing
feature of CSCL. Learning Analytics (LA) can enrich this established work in CSCL. This …

Learning analytics for online game-based learning: A systematic literature review

SK Banihashem, H Dehghanzadeh… - Behaviour & …, 2024 - Taylor & Francis
Game-based learning researchers have been investigating various means to maximise
learning in educational games. One promising venue in recent years has been the use of …

Mapping the ethics of learning analytics in higher education: A systematic literature review of empirical research

T Cerratto Pargman, C McGrath - Journal of Learning Analytics, 2021 - diva-portal.org
Ethics is a prominent topic in learning analytics that has been commented on from
conceptual viewpoints. For a broad range of emerging technologies, systematic literature …

[PDF][PDF] Learning analytics and AI: Politics, pedagogy and practices

SJB Shum, R Luckin - British journal of educational technology, 2019 - discovery.ucl.ac.uk
It is arguably human nature—and most certainly bureaucratic nature—to want to quantify our
successes and failures. The ability to calculate a numerical value to represent the progress …

Big data comes to school: Implications for learning, assessment, and research

B Cope, M Kalantzis - Aera Open, 2016 - journals.sagepub.com
The prospect of “big data” at once evokes optimistic views of an information-rich future and
concerns about surveillance that adversely impacts our personal and private lives. This …

From data to insights: A layered storytelling approach for multimodal learning analytics

R Martinez-Maldonado, V Echeverria… - Proceedings of the …, 2020 - dl.acm.org
Significant progress to integrate and analyse multimodal data has been carried out in the
last years. Yet, little research has tackled the challenge of visualising and supporting the …