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An exploratory pilot study of mathematics performance patterns: visual art students vs. non-art students
1School of Arts, Shandong Management University, Jinan, Shandong, China.
Frontiers in Psychology
|October 9, 2025
Summary
Non-art students consistently outperform art students in mathematics. This gap, particularly among female students, persists despite similar learning trends, suggesting a need for targeted academic support for art majors.
Area of Science:
- Educational Psychology
- Cognitive Science
- Comparative Education
Background:
- Mathematics performance is crucial for academic success.
- Understanding factors influencing performance differences between student groups is essential.
- Artistic training's impact on non-artistic academic skills requires investigation.
Purpose of the Study:
- To identify preliminary patterns in mathematics performance between art and non-art students.
- To longitudinally compare mathematics scores across four semesters.
- To explore gender-specific differences in mathematics achievement.
Main Methods:
- Longitudinal comparative study design.
- Independent samples t-tests with Bonferroni correction for group comparisons.
- Pearson correlation, ANCOVA, and trend analysis for score consistency, gender effects, and longitudinal changes.
Main Results:
- Non-art students consistently scored higher in mathematics than art students.
- Statistically significant differences were observed in Semester 3, driven by female students.
- Both groups showed similar upward performance trends, but the score gap remained stable.
Conclusions:
- Persistent mathematics performance disparities exist between art and non-art students.
- Gender significantly moderates the mathematics performance gap, with females showing greater differences.
- Targeted academic support may be necessary for art students to balance artistic and academic development.

