More Than Just Anxiety: Math Attitudes as Key Driver of University Choice

Mathematics anxiety influences not only math performance but also career choices, often leading individuals to avoid math-intensive fields in higher education. While much research has been devoted to that relation, other factors, such as general and test anxiety, neuroticism, and math-related attitudes (e.g., math self-concept and self-efficacy) have received less attention, although they are related to (or potentially confounded with) math anxiety. In this study, we used latent profile analysis to examine how different profiles of (math) anxiety and attitudes influence students' choice of study programs with varying levels of math content. Our sample consisted of 837 German university students enrolled in programs with low, medium, or high math intensity. We identified seven distinct profiles characterized by different combinations of anxiety and math attitudes. These profiles varied in their distribution across study programs and in the extent to which the presence of mathematics influenced program choice. Notably, differences in study choices were associated much more with math attitudes than with math anxiety. Furthermore, gender distribution varied across profiles, with women being overrepresented in profiles marked by lower math attitudes. These findings underscore the importance of considering math attitudes alongside math anxiety when examining students' academic and career choices.

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Publication Details

Journal
Annals of the New York Academy of Sciences
Published
2025-09-20
DOI
https://doi.org/10.1111/nyas.70060
Primary Topic
Education, Achievement, and Giftedness
Type
article
Field-Weighted Citation Impact
0.00
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article

More Than Just Anxiety: Math Attitudes as Key Driver of University Choice

Christina Artemenko, Krzysztof Cipora, Hans‐Christoph Nuerk, Maristella Lunardon et al.
Annals of the New York Academy of Sciences
Education, Achievement, and Giftedness
article

More Than Just Anxiety: Math Attitudes as Key Driver of University Choice

Christina Artemenko, Krzysztof Cipora, Hans‐Christoph Nuerk, Maristella Lunardon, Serena Rossi
article en

Abstract

Mathematics anxiety influences not only math performance but also career choices, often leading individuals to avoid math-intensive fields in higher education. While much research has been devoted to that relation, other factors, such as general and test anxiety, neuroticism, and math-related attitudes (e.g., math self-concept and self-efficacy) have received less attention, although they are related to (or potentially confounded with) math anxiety. In this study, we used latent profile analysis to examine how different profiles of (math) anxiety and attitudes influence students' choice of study programs with varying levels of math content. Our sample consisted of 837 German university students enrolled in programs with low, medium, or high math intensity. We identified seven distinct profiles characterized by different combinations of anxiety and math attitudes. These profiles varied in their distribution across study programs and in the extent to which the presence of mathematics influenced program choice. Notably, differences in study choices were associated much more with math attitudes than with math anxiety. Furthermore, gender distribution varied across profiles, with women being overrepresented in profiles marked by lower math attitudes. These findings underscore the importance of considering math attitudes alongside math anxiety when examining students' academic and career choices.

Annals of the New York Academy of SciencesVol. 1553(1)
Scuola Internazionale Superiore di Studi Avanzati (IT), Loughborough University (GB), University of Tübingen (DE)
Openalex Percentile: Top 74%
Education, Achievement, and Giftedness
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