A review of learning analytics intervention in higher education (2011–2018)
Intervention has long been practised in higher education to provide assistance for at-risk or
underachieving learners. With the development of learning analytics, the delivery of …
underachieving learners. With the development of learning analytics, the delivery of …
Beyond the learning analytics dashboard: Alternative ways to communicate student data insights combining visualisation, narrative and storytelling
GM Fernandez Nieto, K Kitto… - … learning analytics and …, 2022 - dl.acm.org
Learning Analytics (LA) dashboards have become a popular medium for communicating to
teachers analytical insights obtained from student data. However, recent research indicates …
teachers analytical insights obtained from student data. However, recent research indicates …
Educator perspectives on learning analytics in classroom practice
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 …
work, is a hallmark of many educational technology innovations' failure to achieve usage in …
Learning analytics at low cost: At-risk student prediction with clicker data and systematic proactive interventions
While learning analytics (LA) practices have been shown to be practical and effective, most
of them require a huge amount of data and effort. This paper reports a case study which …
of them require a huge amount of data and effort. This paper reports a case study which …
Learning design and learning analytics: Snapshot 2020
LP Macfadyen, L Lockyer… - Journal of Learning …, 2020 - eprints.qut.edu.au
“Learning design” belongs to that interesting class of concepts that appear on the surface to
be simple and self-explanatory, but which are actually definitionally vague and contested in …
be simple and self-explanatory, but which are actually definitionally vague and contested in …
A four-country cross-case analysis of academic staff expectations about learning analytics in higher education
The purpose of this paper is to explore the expectations of academic staff to learning
analytics services from an ideal as well as a realistic perspective. This mixed-method study …
analytics services from an ideal as well as a realistic perspective. This mixed-method study …
A multilevel framework and method for learning analytics integrated learning design
N Law, L Liang - Journal of Learning Analytics, 2020 - learning-analytics.info
Efforts to realize the potential of learning analytics (LA) to contribute to improving student
learning and learning design have brought important advances. A review of successful …
learning and learning design have brought important advances. A review of successful …
[PDF][PDF] The ethics of learning analytics in Australian higher education
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 …
presents many opportunities for the improvement of learning and teaching through the use …
Learning analytics intervention: A review of case studies
Intervention has been claimed to be the greatest challenge in learning analytics. As the
provision of just-in-time and personalised support for learners, intervention has yet to be …
provision of just-in-time and personalised support for learners, intervention has yet to be …
Multimodal Learning Analytics to Inform Learning Design: Lessons Learned from Computing Education.
Programming is a complex learning activity that involves coordination of cognitive processes
and affective states. These aspects are often considered individually in computing education …
and affective states. These aspects are often considered individually in computing education …