International Journal of Human-Computer Interaction · 2022 · 254 citations · 53 references
EducationEducational TechnologyTeachingArtificial IntelligenceArtificial Intelligence In EducationPedagogyEducational Technology IntegrationStructural Equation ModelingTechnology AdoptionTechnology IntegrationOrientationsPerceived TrustTechnology AcceptanceTechnology Acceptance In LearningTechnology Acceptance Of AiTrust In Artificial IntelligenceTrust In TechnologyUser Acceptance
Advances in AI have spurred the creation of educational AI tools that can aid teachers’ pedagogical decisions, yet teachers rarely adopt them and their perceptions remain poorly understood. This study aims to identify human factors that promote or hinder teachers’ acceptance of educational AI tools. Using a revised technology‑acceptance model that incorporates teachers’ pedagogical beliefs and perceived trust, the authors surveyed 215 South Korean teachers and applied structural‑equation modeling. Teachers with constructivist beliefs are more likely to adopt EAITs, and perceived usefulness, ease of use, and trust influence acceptance, with the ease of constructing the EAIT emerging as the strongest predictor; these results have implications for EAIT development and integration.
Advancements in artificial intelligence (AI) have stimulated the development of educational AI tools (EAIT). EAITs intelligently assist teachers in formulating better pedagogical decisions or actions for their students. However, teachers are hardly integrating EAITs, and little is known about their perceptions of EAITs. This study seeks to identify human factors that encourage or restrict teachers' acceptance of EAITs. We propose a revised technology acceptance model incorporating teachers' pedagogical beliefs and perceived trust in EAITs. Survey data were collected from 215 teachers in South Korea and analyzed using structural equation modeling. The results indicate that teachers with constructivist beliefs are more likely to integrate EAITs than teachers with transmissive orientations. Furthermore, perceived usefulness, perceived ease of use, and perceived trust in EAITs are determinants to be considered when explaining teachers' acceptance of EAITs. Among them, the most influential determinant of predicting their acceptance was found to be how easily the EAIT is constructed. Significant implications for researchers and stakeholders regarding the development and integration of EAITs are discussed.
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