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 …

A review of learning analytics dashboard research in higher education: Implications for justice, equity, diversity, and inclusion

K Williamson, R Kizilcec - LAK22: 12th international learning analytics …, 2022 - dl.acm.org
Learning analytics dashboards (LADs) are becoming more prevalent in higher education to
help students, faculty, and staff make data-informed decisions. Despite extensive research …

Learning analytics dashboard: a tool for providing actionable insights to learners

T Susnjak, GS Ramaswami, A Mathrani - International Journal of …, 2022 - Springer
This study investigates current approaches to learning analytics (LA) dashboarding while
highlighting challenges faced by education providers in their operationalization. We analyze …

Predicting academic performance of students from VLE big data using deep learning models

H Waheed, SU Hassan, NR Aljohani, J Hardman… - Computers in Human …, 2020 - Elsevier
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …

Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

Staying on target: A systematic literature review on learner‐facing learning analytics dashboards

N Valle, P Antonenko, K Dawson… - British Journal of …, 2021 - Wiley Online Library
The advances in technology to capture and process unprecedented amounts of educational
data has boosted the interest in Learning Analytics Dashboard (LAD) applications as a way …

Investigating the impact of a gamified learning analytics dashboard: Student experiences and academic achievement

MI Alam, L Malone, L Nadolny… - Journal of Computer …, 2023 - Wiley Online Library
Background The substantial growth in gamification research has connected gamified
learning to enhanced engagement, improved performance, and greater motivation. Similar …

Have learning analytics dashboards lived up to the hype? A systematic review of impact on students' achievement, motivation, participation and attitude

R Kaliisa, K Misiejuk, S López-Pernas… - Proceedings of the 14th …, 2024 - dl.acm.org
While learning analytics dashboards (LADs) are the most common form of LA intervention,
there is limited evidence regarding their impact on students' learning outcomes. This …

Learning analytics dashboards are increasingly becoming about learning and not just analytics-A systematic review

L Paulsen, E Lindsay - Education and Information Technologies, 2024 - Springer
This systematic review explores the emerging themes in the design and implementation of
student-facing learning analytics dashboards in higher education. Learning Analytics has …

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 …