articleSAGE OpenJan 1, 2026GOLD OA

Technology Acceptance Model in Artificial Intelligence in Education: A Meta-Analysis

Universiti Putra Malaysia

Indexed incrossrefdoaj

Abstract

While the Technology Acceptance Model (TAM) has been widely applied in AI in Education (AIEd) research, comprehensive evidence on TAM relationships and how cultural and non-cultural factors moderate them remains limited. To address this gap, this meta-analysis synthesizes 27 studies with over 12,000 participants. The results reveal that TAM relationships in AIEd exhibit large and significant positive correlations ( r > .5), following similar ordering patterns (e.g., PU → BI > PEU → PU > PEU → BI) as other domains, while being stronger than those reported in other educational domains. In moderating core TAM relationships, cultural dimensions exhibited striking patterns with Uncertainty Avoidance…

Citation impact

5
total citations
FWCI
146.10
Percentile
100%
References
106
Too recent for citation history.

Authors

3

Topics & keywords

Keywords
  • Technology acceptance model
  • Core (optical fiber)
  • Uncertainty avoidance
  • Higher education
  • Structural equation modeling
  • Predictive power
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