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Exploring the Impact of Generative AI-Powered Conversational Agents on Student Learning: A Systematic Review and Meta-Analysis Grounded in Activity Theory
- Truvace record
- TRV-2026-2811raw data (JSON)
- Version
- v1Published
- First published
- Evidence type
- Systematic review or meta-analysis
- Sources
- 1 sourcePeer-reviewed
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- 94d9a6a90fbd…check it
Grounded in activity theory, this study conducted a systematic review and meta-analysis, following PRISMA guidelines, to evaluate the impact of generative AI-powered conversational agents on students’ learning outcomes in both cognitive and non-cognitive skills. Twenty-seven empirical studies published between 2022 and 2025 were analyzed. The results revealed that generative AI-powered conversational agents had moderately positive effects on both cognitive ( g = 0.462, p < .001) and non-cognitive skills ( g = 0.…
The gain
A systematic review and meta-analysis of 27 studies published from 2022 to 2025 shows students who learned with generative AI chatbots gained moderately in cognitive skills (g = 0.462) and non-cognitive skills (g = 0.519).
Sources
1 on file- Journal of Educational Computing Researchdoi:10.1177/07356331261433396
Cite this record
v1Truvace Impact Record TRV-2026-2811, v1: “Exploring the Impact of Generative AI-Powered Conversational Agents on Student Learning: A Systematic Review and Meta-Analysis Grounded in Activity Theory.” Truvace, 2026-11-12. /record/TRV-2026-2811 (accessed on the day you copy it). sha256 94d9a6a90fbd75fd…
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