posted on 2025-09-23, 09:02authored byMaristella Lunardon, Christina Artemenko, Serena RossiSerena Rossi, Hans-Christoph Nuerk, Krzysztof Cipora
<p dir="ltr">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.</p>
Funding
Centre for Early Mathematics Education (CEML) : ES/W002914/1
Teach@Tuebingen program of the College of Fellows, University of Tuebingen
German excellence initiative of BMBF (Federal Ministry for Education and Research)
DFG (German Research Foundation)
“Erasmus + Traineeship” European Union [project no. 2022-1-IT02-KA131-HED-000067727]
EAD Graduate School & Research Network, Excellence Initiative of the German federal and state governments and Tuebingen section of the German Center of Mental Health funded by the BMBF [project no. GSC1028]
The behavioral and neural correlates of arithmetic across the lifespan
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.