Makale detayı · 2023
Learning analytics based feedback and recommendations in flipped classrooms: an experimental study in higher education
- Yıl
- 2023
- Tür
- article
Veri kaynağı ayrımı
- YÖKSİS YÖKSİS makale kaydı
- YÖKSİS dergi adı Journal of research on Technology in education
- Katalog eşleşmesi (ISSN) Journal of Research on Technology in Education
- OpenAlex OpenAlex zenginleştirmesi (özet, atıf, konular)
Özet
OpenAlex · İngilizce
This mixed-method pretest/post-test experimental study examined the effect of learning analytics (LA)-based interventions on students’ academic achievement and self-regulatory skills, and explored students’ perceptions of such interventions in flipped classrooms (FC). Sixty-two college students from an introductory computer course were randomly assigned to the experimental or control group, with 31 participants in each condition. In the following 10 weeks, LA-based personalized interventions, including both visual feedback and written recommendations were provided to those in the experimental group on a weekly basis. Quantitative analyses found significant improvements in students’ academic achievement as well as their self-regulated learning skills in the treatment group. Consistently, students’ comments and feedback confirmed that LA-based interventions were effective in promoting self-regulated learning in FC. The researchers discuss both practical and research implications in FC and in online learning, provide recommendations for the design and advancement of LA-based interventions, and suggest future directions for LA research in higher education.
Konular
Atıflar
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52 atıf
OpenAlex cited_by_count (önbellek / veritabanı)
Yerel katalogda bu makaleye atıf yapan 9 yayın (OpenAlex referans eşleşmesi; tam dünya listesi değildir).
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