教育机器人的接受度:通过结构方程模型发展和验证接受和使用技术的统一理论

Silvia Di Battista, M. Pivetti, Michele Moro, Emanuele Menegatti, Andrea Greco
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摘要

充分了解与教师(尤其是残疾学生)在班级中使用和接受教育机器人(ER)的行为意向有关的因素,是一项巨大的挑战。特别是,社会心理学模型可能会被更一致地用于告知学者影响学习支持教师接受 ER 的路径和相互关联因素的强度。在本研究中,对孔蒂及其同事使用的 "接受和使用技术统一理论"(UTAUT)的演变和改编--阿尔梅勒模型进行了验证。该模型通过结构方程模型,以 319 名学习辅导教师为样本,衡量他们对企业资源规划的接受程度。结果表明,该模型能很好地解释一定比例的方差。在学习辅导教师对残疾学生使用 ER 的意向中,教师对机器人技术的积极态度以及他们对机器人技术的乐趣和实用性的看法产生了直接的积极影响。此外,结果表明,对使用 ER 的乐趣的感知与感知到的交际性密切正相关,而交际性又与信任度正相关。最后,社交感知与社会存在感知呈正相关。
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Acceptance of educational robotics: Evolution and validation of the unified theory of acceptance and use of technology via structural equation modeling
Fully understanding factors that are related to teachers’ behavioural intentions to use and acceptance of Educational Robotics (ER) in their classes, particularly among students with disabilities, is a big challenge. In particular, social psychology models may be used more consistently to inform scholars about the paths and the strength of interrelated factors influencing learning support teachers’ acceptance of ER. In this study, the Almere model, an evolution and adaptation of the Unified Theory of Acceptance and Use of Technology (UTAUT) as used in Conti and colleagues was validated. The model is directed to measure acceptance of ER in a sample of 319 learning support teachers via structural equation modeling. Results showed a model explaining a good percentage of variance. In the learning support teachers’ intentions to use ER with students with disabilities, positive and direct effects were exerted by teachers’ positive attitudes toward robotics, and by their perception of the enjoyment and usefulness of robotics. Furthermore, results showed that perception of enjoyment in using ER was strongly and positively associated with perceived sociability and this, in turn, was positively associated with levels of trust. Finally, perceived sociability was positively associated with social presence perceptions.
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