Learning Analytics: A Case Study on Exploring Social Interaction and Problem-Solving Strategies
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 condu...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
International School for Social and Business Studies
2025-05-01
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| Series: | International Journal of Management, Knowledge and Learning |
| Subjects: | |
| Online Access: | https://toknowpress.net/submission/index.php/ijmkl/article/view/199 |
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| Summary: | 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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| ISSN: | 2232-5697 |