Cognitive and Affective-Emotional Factors in Math Achievement: The Mediating Role of Intelligence
In this study, we aimed to investigate the cognitive and affective-emotional factors underlying math achievement in a sample of 169 Japanese elementary school children. Using structural equation modeling, we examined the contributions of fluid and crystallized intelligence, verbal and spatial working memory, and affective-emotional variables, including general anxiety, test anxiety, math anxiety, and math self-efficacy. We found intelligence to be a strong positive predictor of math achievement, while among the affective-emotional variables, math self-efficacy emerged as the only significant predictor of math achievement. Interestingly, intelligence mediated the association between affective-emotional factors, such as math anxiety and self-efficacy, highlighting its central role in children's math achievement. These findings underscore the strong relationship between intelligence and self-efficacy in educational contexts, suggesting that self-efficacy is closely linked to cognitive abilities to support children's success in math. Educational implications are discussed, emphasizing the need to strengthen math self-efficacy alongside cognitive abilities.
Authors
- Irene C. Mammarella (ORCID: https://orcid.org/0000-0002-6986-4793)
- Sara Caviola (ORCID: https://orcid.org/0000-0002-4556-3179)
- Lorenzo Esposito (ORCID: https://orcid.org/0009-0004-0483-0463)
- Francesca Pulina
- David Giofrè (ORCID: https://orcid.org/0000-0002-1992-6271)
- Riko Takagi
- Silvia Lanfranchi
- Yuhei Oi
- Yoshifumi Ikeda
- Yosuke Kita
- Kent Suzuki
Institutions
- University of Padua (IT)
- Tokyo Gakugei University (JP)
- Keio University (JP)
- University of Genoa (IT)
- Joetsu University of Education (JP)
- Chukyo University (JP)
Publication Details
- Journal
- Journal of Intelligence
- Published
- 2026-02-04
- DOI
- https://doi.org/10.3390/jintelligence14020025
- Primary Topic
- Education, Achievement, and Giftedness
- Type
- article
- Field-Weighted Citation Impact
- 0.00