The impacts of constructivist learning design and learning analytics on students’ engagement and self-regulation

Seyyed Kazem Banihashem ^[2] ; Mohammadreza Farrokhnia ^[2] ; Mehdi Badali ^[1] ; Omid Noroozi ^[3]
1. [1] Tarbiat Modares University
  
  Tarbiat Modares University
  
  Irán
2. [2] Wageningen University and Research, Wageningen
3. [3] University and Research, Wageningen, The Netherlands
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Localización: Innovations in education and teaching international, ISSN 1470-3297, Vol. 59, Nº 4, 2022, págs. 442-452
Idioma: inglés
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Resumen
- So far, the synergistic relationship between learning design and learning analytics and its impact on learners’ educational practices have been investigated. However, little work has been done to show how integrated learning design based on constructivism learning theory and learning analytics can affect learners’ engagement and self-regulation. Thus, this study aimed to investigate the effect of the Constructivist Learning Design and Learning Analytics (CLDLA) Model on learners’ engagement and self-regulation. In this experimental study, 50 graduate students at Iranian’ Allameh Tabataba’i University were asked to participate in a Moodle course called “Teaching Skills” and fill out Agentic Engagement Scale and Self-Regulation Questionnaires in two steps as a pre-test and post-test measurements. Analysis of the data indicated that the CLDLA model has a positive impact on learners’ engagement and self-regulation. Based on the results, recommendations for further research and educational practices are suggested.