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数学教师教育者使用技术的熟练程度和意愿的数据:结构方程建模分析

Data on mathematics teacher educators' proficiency and willingness to use technology: A structural equation modelling analysis.

作者信息

Mukuka Angel

机构信息

Department of Mathematics, Science and Technology Education, Walter Sisulu University, Mthatha, South Africa.

出版信息

Data Brief. 2024 Mar 11;54:110307. doi: 10.1016/j.dib.2024.110307. eCollection 2024 Jun.

Abstract

The role of Mathematics Teacher Educators (MTEs) in preparing future teachers to effectively integrate technology into their mathematics instruction is of paramount importance yet remains an underexplored domain. Technology has the potential to enhance the development of 21st-century skills, such as problem-solving and critical thinking, which are essential for students in the era of the fourth industrial revolution. However, the rapid evolution of technology and the emergence of new trends like data analytics, the Internet of Things, machine learning, cloud computing, and artificial intelligence present new challenges in the realm of mathematics teaching and learning. Consequently, MTEs need to equip prospective teachers with the knowledge and skills to harness technology in innovative ways within their future mathematics classrooms. This paper presents and describes data from a survey of 104 MTEs in Zambia. The study focuses on MTEs' proficiency, perceived usefulness, perceived ease of use, and willingness to incorporate technology in their classrooms. This data-driven article aims to unveil patterns and trends within the dataset, with the objective of offering insights rather than drawing definitive conclusions. The article also highlights the data collection process and outlines the procedure for assessing the measurement model of the hypothesised relationships among variables through structural equation modelling analysis. The data described in this article not only sheds light on the current landscape but also serves as a valuable resource for mathematics teacher training institutions and other stakeholders seeking to understand the requisites for MTEs to foster technological skills among prospective teachers of mathematics.

摘要

数学教师教育工作者(MTEs)在培养未来教师将技术有效融入数学教学方面的作用至关重要,但仍是一个未被充分探索的领域。技术有潜力促进21世纪技能的发展,如解决问题和批判性思维,这些技能在第四次工业革命时代对学生至关重要。然而,技术的快速发展以及数据分析、物联网、机器学习、云计算和人工智能等新趋势的出现,在数学教学领域带来了新的挑战。因此,数学教师教育工作者需要为未来的教师提供知识和技能,使他们能够在未来的数学课堂上以创新的方式利用技术。本文展示并描述了对赞比亚104名数学教师教育工作者的一项调查数据。该研究聚焦于数学教师教育工作者的熟练程度、感知有用性、感知易用性以及在课堂中融入技术的意愿。这篇基于数据的文章旨在揭示数据集中的模式和趋势,目的是提供见解而非得出确定性结论。文章还突出了数据收集过程,并概述了通过结构方程建模分析评估变量间假设关系的测量模型的程序。本文所描述的数据不仅揭示了当前的情况,也为数学教师培训机构和其他寻求了解数学教师教育工作者培养未来数学教师技术技能所需条件的利益相关者提供了宝贵资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acd7/10957375/7514a8de2edb/gr1.jpg

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