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    Trustworthy Learning Analytics for Smart Learning Ecosystems by Barbi Svetec, Blaženka Divjak

    Published 2025-05-01
    “… Even though the benefits of learning analytics (LA) have been recognized in research, there are still challenges to its more widespread adoption, which could contribute to the development of smart learning ecosystems beyond 2030. …”
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    Article
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    Learning Analytics: A Data Mining and Machine Learning Perspective by Salam Ullah Khan, Kifayat Ullah, Mahvash Arsalan Lodhi, Sadaqat Ali Khan Bangash

    Published 2019-03-01
    “…New and emerging fields like learning analytics have been introduced to manage the complexities of this data deluge. …”
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    Students’ Perceptions of Learning Analytics for Mental Health Support: Qualitative Study by Aglaia Freccero, Miriam Onwunle, Jordan Elliott, Nathalie Podder, Julia Purrinos De Oliveira, Lindsay H Dewa

    Published 2025-08-01
    “…We identified three main themes: (1) potential of learning analytics for mental health and well-being innovation, (2) student involvement in decision-making regarding learning analytics, and (3) integration of learning analytics with existing support. …”
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    Unpacking student engagement in higher education learning analytics: a systematic review by Nina Bergdahl, Melissa Bond, Jeanette Sjöberg, Mark Dougherty, Emily Oxley

    Published 2024-12-01
    “…Given the emergence and increasing use of Learning Analytics (LA) within higher education to provide enhanced insight into engagement, research is needed to understand how engagement is conceptualised by LA researchers and what dimensions and indicators of engagement are captured by studies that use log data. …”
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    Feedback mit Learning Analytics – Interdisziplinäres Design eines Dashboards für Studierende by Lars van Rijn, Heike Karolyi, Michael Hanses, Claudia de Witt

    Published 2024-12-01
    “…Dieser Beitrag beschreibt die Entwicklung eines Assistenzsystems zu formativem Feedback durch Learning Analytics im Fernstudium, das Studierende in ihrem Lernprozess bis zur Klausur begleitet. …”
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    Exploring the Transformative Potential of Learning Analytics in Medical Education: A Systematic Review by EHSAN TOOFANINEJAD, SHANE DAWSON, SOMAYE SOHRABI, MASOMEH KALANTARION

    Published 2025-01-01
    “…Introduction: Learning Analytics (LA) has emerged as a potent tool in medical education, offering data-driven insights and personalized support to learners. …”
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