A comparative analysis of the skilled use of automated feedback tools through the lens of teacher feedback literacy

S Buckingham Shum, LA Lim, D Boud… - International Journal of …, 2023 - Springer
Effective learning depends on effective feedback, which in turn requires a set of skills,
dispositions and practices on the part of both students and teachers which have been …

The evidence of impact and ethical considerations of Multimodal Learning Analytics: A Systematic Literature Review

H Alwahaby, M Cukurova, Z Papamitsiou… - The multimodal learning …, 2022 - Springer
There is a growing interest in the research and use of multimodal data in learning analytics.
This paper presents a systematic literature review of multimodal learning analytics (MMLA) …

[HTML][HTML] Explainable artificial intelligence in education

H Khosravi, SB Shum, G Chen, C Conati… - … and Education: Artificial …, 2022 - Elsevier
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …

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 …

[HTML][HTML] Students matter the most in learning analytics: The effects of internal and instructional conditions in predicting academic success

J Jovanović, M Saqr, S Joksimović, D Gašević - Computers & Education, 2021 - Elsevier
Predictive modelling of academic success and retention has been a key research theme in
Learning Analytics. While the initial work on predictive modelling was focused on the …

[PDF][PDF] AcaWriter: A learning analytics tool for formative feedback on academic writing

S Knight, A Shibani, S Abel, A Gibson… - Journal of Writing …, 2020 - opus.lib.uts.edu.au
Written communication is an important skill across academia, the workplace, and civic
participation. Effective writing incorporates instantiations of particular text structures …

Educator perspectives on learning analytics in classroom practice

A Shibani, S Knight, SB Shum - The Internet and Higher Education, 2020 - Elsevier
Failing to understand the perspectives of educators, and the constraints under which they
work, is a hallmark of many educational technology innovations' failure to achieve usage in …

Facilitating learners' self‐assessment during formative writing tasks using writing analytics toolkit

L Tang, K Shen, H Le, Y Shen, S Tan… - Journal of Computer …, 2024 - Wiley Online Library
Background Learners' writing skills are critical to their academic and professional
development. Previous studies have shown that learners' self‐assessment during writing is …

Promoting student engagement in online collaborative writing through a student‐facing social learning analytics tool

S Chen, F Ouyang, P Jiao - Journal of Computer Assisted …, 2022 - Wiley Online Library
Abstract Background Online Collaborative Writing (OCW) has been reported to be useful to
improve writing quality in higher education. However, challenges emerge during the …

Implementing learning analytics for learning impact: Taking tools to task

S Knight, A Gibson, A Shibani - The Internet and Higher Education, 2020 - Elsevier
Learning analytics has the potential to impact student learning, at scale. Embedded in that
claim are a set of assumptions and tensions around the nature of scale, impact on student …