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Updated: May 23, 2026

Multimedia Battery for Assessment of Cognitive and Basic Skills in Mathematics (BM-PROMA)
Published on: August 28, 2021
Cognitive correlates of performance in advanced mathematics
Wei Wei1, Hongbo Yuan, Chuansheng Chen
1State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, China.
Advanced mathematics performance in college students is linked to spatial and language abilities, not basic math skills. Understanding these cognitive factors is key for improving mathematical education.
Area of Science:
- Cognitive Psychology
- Educational Psychology
- Mathematics Education
Background:
- Limited research exists on cognitive factors influencing advanced mathematics performance.
- Previous studies focused primarily on elementary mathematics skills.
Purpose of the Study:
- Investigate cognitive correlates of advanced mathematics achievement in undergraduates.
- Identify key factors for enhancing mathematical knowledge acquisition in higher education.
Main Methods:
- Administered 17 cognitive tasks assessing numerical, spatial, language, and general processing abilities.
- Assessed advanced mathematics performance in 80 undergraduates from four Beijing universities.
Main Results:
- Spatial abilities showed a significant correlation with advanced mathematics performance.
- Language comprehension (word and sentence understanding) also contributed uniquely.
- Basic numerical processing and computation were not significantly correlated with advanced math skills.
Conclusions:
- Spatial and language comprehension abilities are important for advanced mathematics.
- Basic numerical skills appear less critical for higher-level mathematical understanding.
- Findings have implications for curriculum development and targeted cognitive training.
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