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.

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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
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article

Cognitive and Affective-Emotional Factors in Math Achievement: The Mediating Role of Intelligence

Irene C. Mammarella, Sara Caviola, Lorenzo Esposito, Francesca Pulina et al.
Journal of Intelligence
Education, Achievement, and Giftedness
article

Cognitive and Affective-Emotional Factors in Math Achievement: The Mediating Role of Intelligence

Irene C. Mammarella, Sara Caviola, Lorenzo Esposito, Francesca Pulina, David Giofrè, Riko Takagi, Silvia Lanfranchi, Yuhei Oi, Yoshifumi Ikeda, Yosuke Kita, Kent Suzuki
article en

Abstract

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.

Journal of IntelligenceVol. 14(2)
University of Padua (IT), Tokyo Gakugei University (JP), Keio University (JP), University of Genoa (IT), Joetsu University of Education (JP), Chukyo University (JP)
Quality Education
Openalex Percentile: Top 69%
Education, Achievement, and Giftedness
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Cognitive and Affective-Emotional Factors in Math Achievement: The Mediating Role of Intelligence — Irene C. Mammarella, Sara Caviola, et al. · Journal of Intelligence (2026) | TGRS Research Map | TGRS