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Learning analytics in online learning environment: A systematic review on the focuses and the types of student-related analytics data
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 …
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
Learning analytics dashboards (LADs) are becoming more prevalent in higher education to
help students, faculty, and staff make data-informed decisions. Despite extensive research …
help students, faculty, and staff make data-informed decisions. Despite extensive research …
Learning analytics dashboard: a tool for providing actionable insights to learners
This study investigates current approaches to learning analytics (LA) dashboarding while
highlighting challenges faced by education providers in their operationalization. We analyze …
highlighting challenges faced by education providers in their operationalization. We analyze …
Predicting academic performance of students from VLE big data using deep learning models
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …
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
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 …
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
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 …
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
Background The substantial growth in gamification research has connected gamified
learning to enhanced engagement, improved performance, and greater motivation. Similar …
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
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 …
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
This systematic review explores the emerging themes in the design and implementation of
student-facing learning analytics dashboards in higher education. Learning Analytics has …
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 …
information technology and internet. Recent pandemic and its after effects are still looming …