Factors That Affect the Acceptance of Educational AI Tools by Greek Teachers-A Structural Equation Modelling Study.

IF 3 Q1 PSYCHOLOGY, CLINICAL
Katerina Velli, Kostas Zafiropoulos
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Abstract

The discussion around integrating AI technologies into educational practice is current among scholars and in sociopolitical circles. This study examines the factors influencing teachers' acceptance of educational AI tool (EAIT) use, aiming to inform the development of a pedagogical framework for the responsible integration of AI tools in education. A conceptual model was developed by amalgamating constructs of TAM (perceived usefulness and perceived ease of use) and UTAUT (social influence and facilitating conditions) while integrating the variables of perceived trust and personal innovativeness and considering the impact of teachers' pedagogical beliefs. A total of 342 Greek teachers participated in the quantitative survey conducted. The proposed model was evaluated using partial least squares structural equation modelling (PLS-SEM). The findings illuminated perceived usefulness as the most significant predictor of teachers' behavioural intention to use EAIT. The research also revealed that social influence and personal innovativeness exert considerable influence. While constructivist pedagogical beliefs were found to have no direct impact on EAIT acceptance, the results indicated that educators who embrace those teaching methods exhibit a high propensity to perceive EAIT as useful and trustworthy. Furthermore, the study's analysis demonstrated that trust had a significantly positive effect on usefulness, and innovativeness influences positively and significantly both usefulness and ease of use.

影响希腊教师接受教育人工智能工具的因素--结构方程模型研究。
目前,学者和社会政治界都在讨论如何将人工智能技术融入教育实践。本研究探讨了影响教师接受教育人工智能工具(EAIT)使用的因素,旨在为制定负责任地将人工智能工具融入教育的教学框架提供信息。通过合并 TAM(感知有用性和感知易用性)和 UTAUT(社会影响和便利条件)的概念,建立了一个概念模型,同时整合了感知信任和个人创新性等变量,并考虑了教师教学信念的影响。共有 342 名希腊教师参与了定量调查。使用偏最小二乘结构方程模型(PLS-SEM)对所提出的模型进行了评估。研究结果表明,感知有用性是预测教师使用 EAIT 行为意向的最重要因素。研究还发现,社会影响和个人创新能力也有相当大的影响。虽然研究发现建构主义教学信念对接受 EAIT 没有直接影响,但研究结果表明,接受这些教学方法的教育工作者倾向于认为 EAIT 有用且值得信赖。此外,研究分析表明,信任对有用性有显著的正向影响,而创新性对有用性和易用性都有显著的正向影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.40
自引率
12.50%
发文量
111
审稿时长
8 weeks
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