The Why and How prospective mathematics teachers want to employ digital mathematics tools in classrooms

IF 5.7 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Robert Weinhandl , Branko Anđić , Viktoria Riegler , Valentina Bleckenwegner , Selina Baldinger , Jonas Mayrhofer , Christoph Helm
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Abstract

Digital mathematics tools range from simple pocket calculators to computer algebra systems and dynamic geometry software up to AI applications for confirming mathematical proofs. Our study aims to identify what motivates prospective mathematics teachers to employ digital mathematics tools in their prospective teaching and how their behavioral intentions affect different forms of technology use. To achieve our research aim, we conducted a digital questionnaire study in which 489 prospective mathematics teachers participated. In terms of completeness, the data of 409 participants could be used for further analysis. The structural equation model analyses conducted in our study indicate that especially Performance Expectancy (β = 0.359) and Facilitating Conditions (β = 0.424) significantly influence the behavioral intentions of prospective mathematics teachers to use digital mathematics tools. In turn, behavioral intentions significantly influence how prospective mathematics teachers want to use digital mathematics tools in the classroom. Our findings highlight that Behavioral Intentions act as a key link between technology acceptance and Cognitive Engagement in prospective mathematics teachers. Additionally, demographic factors such as age, gender, and study progress moderate these relationships. These insights can inform teacher training programs by tailoring support to different groups to ensure more effective integration of digital tools in mathematics classrooms.
未来的数学教师为什么以及如何在课堂上使用数字数学工具
数字数学工具的范围从简单的袖珍计算器到计算机代数系统和动态几何软件,再到用于确认数学证明的人工智能应用程序。我们的研究旨在确定是什么激励未来的数学教师在他们的未来教学中使用数字数学工具,以及他们的行为意图如何影响不同形式的技术使用。为了达到我们的研究目的,我们进行了一项有489名准数学教师参与的数字问卷研究。在完整性方面,409名参与者的数据可用于进一步分析。本研究的结构方程模型分析表明,绩效期望(β = 0.359)和促进条件(β = 0.424)显著影响准数学教师使用数字数学工具的行为意向。反过来,行为意向显著影响未来数学教师在课堂上如何使用数字数学工具。我们的研究结果强调,行为意向在未来数学教师的技术接受和认知参与之间起着关键的作用。此外,年龄、性别和学习进度等人口因素会缓和这些关系。这些见解可以为教师培训计划提供信息,为不同群体提供量身定制的支持,以确保更有效地将数字工具整合到数学课堂中。
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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