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The impacts of constructivist learning design and learning analytics on students’ engagement and self-regulation
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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.
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“Similarly, Banihashem et al. (2022) employed a combination of LMS data, surveys, and psychometric scales to measure different dimensions of engagement, including behavioural, cognitive, and emotional aspects.”
From Unpacking student engagement in higher education learning analytics: a systematic review (2024) · cites this paper as Banihashem et al., 2022
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
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“Similarly, interventions based on emotional and cognitive engagement data enhanced self-regulation and motivation (Banihashem et al., 2022).”
From Unpacking student engagement in higher education learning analytics: a systematic review (2024) · cites this paper as Banihashem et al., 2022
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
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“However, these were rare, with relatively few studies using qualitative data collection and analysis methods (Banihashem et al., 2022;Foster & Francis, 2020).”
From Unpacking student engagement in higher education learning analytics: a systematic review (2024) · cites this paper as Banihashem et al., 2022
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“As previous LA and educational technology reviews have found (e.g., Bergdahl et al., 2020;Bond et al., 2020;Banihashem et al., 2022), there is an underrepresentation of African and South and Central American research, although this might be due in some part to the search strategy employed for this review.”
From Unpacking student engagement in higher education learning analytics: a systematic review (2024) · cites this paper as Banihashem et al., 2022
Experimental — accuracy not yet measuredIn the citing paper
“This hierarchy of steps incorporated into our conceptual framework is in line with the findings of prior studies (e.g. Banihashem et al., 2022; Chatti et al., 2012; Elias, 2011, pp. 1 -22; Clow, 2012).”
From A systematic review of the role of learning analytics in enhancing feedback practices in higher education (2022) · cites this paper as Banihashem et al., 2022
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Louw, L., & Frick, L. (2026) · Africa Education Review · doi:10.1080/18146627.2026.2722188
Case-based learning for fostering scientific literacy: A systematic review
Dewi, C. A., Rahayu, S., Muntholib, M., Parlan, P., & Habiddin, H. (2026) · Eclética Química · doi:10.26850/1678-4618.eq.v51.2026.e1627
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Metadata
- Authors
- Banihashem, S. K., Farrokhnia, M., Badali, M., & Noroozi, O.
- Affiliations
- Allameh Tabataba'i University (IR)
- Wageningen University & Research (NL)
- Tarbiat Modares University (IR)
- Corresponding author
- Banihashem, Seyyed Kazem
- Venue
- Innovations in Education and Teaching International
- Publisher
- Informa UK Limited
- Published
- 2021-02-26
- Volume
- 59
- Issue
- 4
- Pages
- 442-452
- ISSN
- 1470-3297 (ISSN-L)
- 1470-3300
- OpenAlex
- W3134746875
- Cited by
- 82
- References
- 38
- Citations by year
- 2026: 17 · 2025: 10 · 2024: 23 · 2023: 19 · 2022: 10 · 2021: 3
- FWCI
- 11.64
- Type
- journal article
- Language
- en
- Open access
- green
- research.wur.nl
- Locations
- Innovations in Education and Teaching International (publishedVersion)
- DSpace (Open University in the Netherlands) (publishedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion)
- DSpace (Open University in the Netherlands) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Topics
- Physical Sciences › Computer Science › Computer Science Applications › Online Learning and Analytics
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Education › Online and Blended Learning
- Keywords
- learning analytics, student engagement, student self-regulation, Moodle, graduate students
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