Learning Analytics: A Case Study on Exploring Social Interaction and Problem-Solving Strategies
DOI:
https://doi.org/10.53615/2232-5697.14.79-87Keywords:
learning analytics, social interaction, problem-solvingAbstract
Purpose: The purpose of this study is to preliminarily verify the concept of personalised and collaborative learning and to formatively observe students' knowledge, skills, problem-solving strategies and social dynamics in the classroom.
Study design/methodology/approach: The study was conducted with 8th grade students (N=21) using the ClassRoom Analytica (CRA) application as part of a thematic unit on ionic bonds. Students participated in digitally facilitated group problem-solving activities guided by predefined parameters for accessing information.
Findings: The use of the CRA application proved highly beneficial in a heterogeneous class as it was responsive to all students and provided the teacher with detailed information about each individual’s role within the class.
Originality/value: This study presents CRA as a novel integration of learning analytics and domain-specific visualisations in the science classroom.
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Copyright (c) 2025 Vladimir Grubelnik, Nataša Rizman Herga, Andrej Flogie, Mihaela Brumen, Marko Marhl, Dejan Dinevski

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