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Using structural equation modelling for understanding relationships influencing the middle school technology teacher’s attitudes toward STEAM education in Korea

感受性 心理学 自我效能感 数学教育 结构方程建模 态度转变 科学教育 教育技术 教学设计 资源(消歧) 集合(抽象数据类型) 医学教育 教育学 计算机科学 医学 社会心理学 机器学习 内科学 程序设计语言 计算机网络
作者
Young-Heung Kim,Seung-IL Na
出处
期刊:International Journal of Technology and Design Education [Springer Nature]
卷期号:32 (5): 2495-2526 被引量:2
标识
DOI:10.1007/s10798-021-09708-z
摘要

Abstract The purpose of this study was to investigate the structural relationship between technology teachers’ attitudes toward STEAM education and the cooperation of instructional resources collaboration, school educational change receptivity, and instructional expertise and instructional efficacy. The population comprised about 3500 technology teachers working in middle schools in Korea, and the sample size was set at 650. Data were collected in parallel with postal surveys and online surveys. A total of 650 copies were distributed, of which 409 were recovered, and 283 copies were used for analysis after data cleaning. The Mplus 7 program was used for data analysis, and the significance level was set at 5%. First, we found that the suitability of the structural model established to clarify technology teachers’ attitudes toward STEAM education, instructional resource collaboration, school educational change receptivity, instructional expertise, and instructional efficacy was generally good, so the relationship between the variables was reasonably confirmed. Second, school educational change receptivity and instructional efficacy were found to have a direct effect on attitudes toward STEAM education. Third, the teachers’ instructional resources collaboration was confirmed to influence their attitudes toward STEAM education by mediating the school educational change receptivity and instructional efficacy, and their instructional expertise mediated their instructional efficacy. Fourth, school educational change receptivity was confirmed to influence attitudes toward STEAM education through the dual media of instructional expertise and instructional efficacy. Finally, instructional resource collaboration was confirmed to influence attitudes toward STEAM education through school educational change receptivity, instructional expertise, and instructional efficacy.
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