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

• This study combines UTAUT and ICAP-TS as theoretical background and research tools. • This study sheds light on how digital natives will use technology as teachers. • This study sheds light on why digital natives will use technology as teachers. • Performance Expectancy and Facilitating Conditions determine technology use. 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.

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Publication Details

Journal
Computers and Education Open
Published
2025-06-16
DOI
https://doi.org/10.1016/j.caeo.2025.100269
Citations
1
Primary Topic
Child Development and Digital Technology
Type
article
Field-Weighted Citation Impact
8.93
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article

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

Branko Anđić, Robert Weinhandl, Christoph Helm, Viktoria Riegler et al.
1 citations
Computers and Education Open
Child Development and Digital Technology
8.93
article

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

Branko Anđić, Robert Weinhandl, Christoph Helm, Viktoria Riegler, Jonas Mayrhofer, Selina Baldinger, Valentina Bleckenwegner
article en
1 citations

Abstract

• This study combines UTAUT and ICAP-TS as theoretical background and research tools. • This study sheds light on how digital natives will use technology as teachers. • This study sheds light on why digital natives will use technology as teachers. • Performance Expectancy and Facilitating Conditions determine technology use. 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.

Computers and Education OpenVol. 9
Johannes Kepler University of Linz (AT)
Quality Education
Openalex Percentile: Top 4%
Child Development and Digital Technology
8.93
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