The benefits of learning analytics to higher education institutions: A scoping review

A Quadri, N Shukor - … Journal of Emerging Technologies in Learning …, 2021 - learntechlib.org
Learning analytics is a form of data analysis that allows teachers, lecturers, educational
experts, and administrators of online learnings to look for students' online traces and …

Trends in learning analytics practices: a review of higher education institutions

BTM Wong, KC Li, SPM Choi - Interactive Technology and Smart …, 2018 - emerald.com
Purpose This paper aims to review and identify the major patterns and trends in learning
analytics practices in higher education institutions. The review covers the characteristics of …

A systematic overview of learning analytics in higher education

L Zhong - Journal of Educational Technology Development and …, 2015 - aquila.usm.edu
Learning analytics has been an emerging trend in education especially in higher education.
This study aims to provide a comprehensive understanding of learning analytics in higher …

Is learning analytics the future of online education?: assessing student engagement and academic performance in the online learning environment

J Sahni - International Journal of Emerging Technologies in …, 2023 - learntechlib.org
Educational structures have been evolving, that even so rapidly with the revolution of
information technology and internet. Recent pandemic and its after effects are still looming …

Learning analytics in higher education: a preponderance of analytics but very little learning?

C Guzmán-Valenzuela, C Gómez-González… - International journal of …, 2021 - Springer
In a context where learning mediated by technology has gained prominence in higher
education, learning analytics has become a powerful tool to collect and analyse data with …

Examination of instructors' experiences for the use of learning analytics

H Erdemci, H Karal - The International Journal of Information and …, 2020 - emerald.com
Purpose Learning analytics enable learning to be reorganized through collecting, analyzing
and reporting the stored data in online learning environment. One of the important agents of …

Factors affecting the deployment of learning analytics in developing countries: Case of Egypt

M Mahmoud, G Dafoulas, R Abd ElAziz… - International Journal of …, 2022 - learntechlib.org
The higher education institutions in developing countries such as Egypt are challenged with
the high enrollment student rates, crowded classes, and inability to track the progress of …

[PDF][PDF] Learning analytics lens: Improving quality of higher education

M Hooda, C Rana - International journal of emerging trends in …, 2020 - academia.edu
With digital revolution expansion and a rapid change in the technologies, educational data
is increasing at a swift pace. Learning analytics (LA) turns out to be a powerful tool for …

Learning analytics in higher education: an analysis of case studies

BTM Wong - Asian Association of Open Universities Journal, 2017 - emerald.com
Learning analytics in higher education: an analysis of case studies | Emerald Insight Books
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Learning analytics in online learning environment: A systematic review on the focuses and the types of student-related analytics data

SN Kew, Z Tasir - Technology, Knowledge and Learning, 2022 - Springer
The application of learning analytics in an online learning environment is increasing among
researchers in educational fields because it can assist in providing standard and …