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From
Integration of a Personalized Generative AI into University Instructional Design: Contributions, Uses, and Conditions for the Effectiveness of Active Learning Methods
Mulwani Makelele Basile, Sukadi Mangwa Christelle, Nzuzi Mavungu Gaël
American Journal of Educational Research
.
2026
, 14(3), 107-113 doi:10.12691/education-14-3-5
Table 1. Contributions of Personalized Generative AI Across the Instructional Design Cycle
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Table 2. Specific Contributions and Limitations by Pedagogical Function
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Table 3. Dominant Uses of Generative AI in Support of Active Learning
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Table 4. Alignment of Generative AI Uses with the ICAP Framework
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Table 5. Functional Model of Personalized Generative AI in Instructional Design
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Table 6. Conditions for the Effective Integration of Personalized Generative AI
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