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运用结构方程模型探究数学教师实施STEAM教育意愿的影响因素。

Exploring the determinants of mathematics teachers' willingness to implement STEAM education using structural equation modeling.

作者信息

Tang Muwen, Wijaya Tommy Tanu, Li Xinxin, Cao Yiming, Yu Qingchun

机构信息

School of Mathematical Sciences, Beijing Normal University, Beijing, China.

College of Elementary Education, Hainan Normal University, Haikou, China.

出版信息

Sci Rep. 2025 Feb 21;15(1):6304. doi: 10.1038/s41598-025-90772-z.

Abstract

Science, technology, engineering, arts, and mathematics (STEAM) has gained increasing attention for its potential to enhance student learning experiences, critical thinking, and problem-solving skills. However, implementing STEAM in mathematics education presents numerous challenges. This study examines the factors that influence mathematics teachers' willingness to adopt STEAM by integrating the Theory of Planned Behavior (TPB) and the Technology Acceptance Model (TAM) with an innovative component STEAM literacy. Utilizing questionnaire data from 1,173 mathematics teachers across China and employing Structural Equation Modeling (SEM), our analysis highlights the critical roles of perceived usefulness and subjective norm in motivating teachers' intentions to engage with STEAM. Furthermore, we find that these intentions significantly predict actual implementation. Notably, the inclusion of STEAM literacy within the TPB-TAM framework offers a unique perspective, demonstrating that enhancing STEAM literacy, alongside fostering positive attitudes and providing adequate resources, can significantly influence both the intention and the practical adoption of STEAM education. This study delivers valuable insights for educational policymakers and practitioners on promoting STEAM effectively.

摘要

科学、技术、工程、艺术和数学(STEAM)因其在提升学生学习体验、批判性思维和解决问题能力方面的潜力而受到越来越多的关注。然而,在数学教育中实施STEAM面临诸多挑战。本研究通过将计划行为理论(TPB)和技术接受模型(TAM)与创新要素STEAM素养相结合,考察了影响数学教师采用STEAM意愿的因素。利用来自中国各地1173名数学教师的问卷数据,并采用结构方程模型(SEM),我们的分析突出了感知有用性和主观规范在激发教师参与STEAM意愿方面的关键作用。此外,我们发现这些意愿能显著预测实际实施情况。值得注意的是,在TPB - TAM框架中纳入STEAM素养提供了一个独特的视角,表明提升STEAM素养,同时培养积极态度并提供充足资源,能够显著影响STEAM教育的意愿和实际采用情况。本研究为教育政策制定者和从业者有效推广STEAM提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0db/11845784/f39f77608bec/41598_2025_90772_Fig1_HTML.jpg

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