Cognitive style and Students’ academic achievement: a meta-analysis

This study investigates the relationship between field independence and dependence on cognitive style and student academic achievement. A meta-analysis was conducted on 42 studies related to this topic. The findings reveal a significant positive correlation between field independence and dependence on cognitive style and academic achievement among primary and middle school students ( r = 0.308, p < 0.01). Subgroup analyses further indicate that factors such as the cognitive style measurement instrument ( Q B = 111.347, p < 0.01), subject area ( Q B = 71.652, p < 0.01), and academic achievement type ( Q B = 35.083, p < 0.01) significantly moderate this relationship. However, gender ( Q B = 2.771, p > 0.01) and educational stage ( Q B = 5.952, p > 0.01) do not appear to have a significant impact on the effect size. These findings highlight the importance of considering methodological and contextual factors when examining the influence of cognitive style on academic performance. Future research should explore potential mechanisms underlying these relationships to inform more effective educational strategies.

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Publication Details

Journal
Frontiers in Education
Published
2025-10-28
DOI
https://doi.org/10.3389/feduc.2025.1634732
Primary Topic
Learning Styles and Cognitive Differences
Type
article
Field-Weighted Citation Impact
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article

Cognitive style and Students’ academic achievement: a meta-analysis

Chih Nuo Grace Chao, Yun Qian, Kuen Fung Sin, Qun Xie et al.
Frontiers in Education
Learning Styles and Cognitive Differences
article

Cognitive style and Students’ academic achievement: a meta-analysis

Chih Nuo Grace Chao, Yun Qian, Kuen Fung Sin, Qun Xie, Lyu Tong, Ran Ji, Kaihua Yang
article en

Abstract

This study investigates the relationship between field independence and dependence on cognitive style and student academic achievement. A meta-analysis was conducted on 42 studies related to this topic. The findings reveal a significant positive correlation between field independence and dependence on cognitive style and academic achievement among primary and middle school students ( r = 0.308, p < 0.01). Subgroup analyses further indicate that factors such as the cognitive style measurement instrument ( Q B = 111.347, p < 0.01), subject area ( Q B = 71.652, p < 0.01), and academic achievement type ( Q B = 35.083, p < 0.01) significantly moderate this relationship. However, gender ( Q B = 2.771, p > 0.01) and educational stage ( Q B = 5.952, p > 0.01) do not appear to have a significant impact on the effect size. These findings highlight the importance of considering methodological and contextual factors when examining the influence of cognitive style on academic performance. Future research should explore potential mechanisms underlying these relationships to inform more effective educational strategies.

Frontiers in EducationVol. 10
Zhejiang Normal University (CN), Open University of China (CN), Huzhou Normal University (CN), Jilin Jianzhu University (CN), Education University of Hong Kong (HK), University of Hong Kong (HK)
Openalex Percentile: Top 67%
Learning Styles and Cognitive Differences
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Cognitive style and Students’ academic achievement: a meta-analysis — Chih Nuo Grace Chao, Yun Qian, et al. · Frontiers in Education (2025) | TGRS Research Map | TGRS