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A Meta-Analysis and Systematic Review of the Effect of Chatbot Technology Use in Sustainable Education
- Truvace record
- TRV-2026-2855raw data (JSON)
- Version
- v1Published
- First published
- Evidence type
- Systematic review or meta-analysis
- Sources
- 1 sourcePeer-reviewed
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The development of artificial intelligence in recent years has promoted the use of chatbot technology in sustainable education. Many studies examined the effect of chatbots on learning outcomes. However, scant studies summarized the effectiveness of chatbots in education. The aim of the study is to investigate the effect of chatbot-assisted learning on various components and how different moderator variables influenced the effectiveness. This study, through a meta-analysis, reviewed 32 empirical studies with 220…
The gain
A meta-analysis of 32 studies with 2,201 participants found chatbot-assisted learning had a medium-to-high effect on overall learning outcomes, including explicit reasoning, learning achievement, knowledge retention and learning interest.
Sources
1 on file- Sustainabilitydoi:10.3390/su15042940
Cite this record
v1Truvace Impact Record TRV-2026-2855, v1: “A Meta-Analysis and Systematic Review of the Effect of Chatbot Technology Use in Sustainable Education.” Truvace, 2026-11-12. /record/TRV-2026-2855 (accessed on the day you copy it). sha256 ac01cce782665518…
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