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. 2019 Jul 11:10:1582.
doi: 10.3389/fpsyg.2019.01582. eCollection 2019.

The Relationship Between Executive Functions and Academic Performance in Primary Education: Review and Meta-Analysis

Alejandra Cortés Pascual  1 , Nieves Moyano Muñoz  2 , Alberto Quílez Robres  3
Affiliations

The Relationship Between Executive Functions and Academic Performance in Primary Education: Review and Meta-Analysis

Alejandra Cortés Pascual et al. Front Psychol. .

Abstract

The purpose of this study was to research the relationship between executive functions and academic performance in primary education (6-12 years). Based on 21 samples (n = 7,947), a meta-analysis of random effects demonstrated a moderately significant weighted effect size (r = 0.365) and was found to be a good predictor of academic performance. For the subjects of language and mathematics, the results of the random effects model were similar and slightly higher for mathematics (r = 0.350; r = 0.365). Thus, the theory that executive functions have greater influence on mathematical performance is supported, especially in aspects such as coding, organization, and the immediate retrieval of information. Regarding the different executive function components (working memory, inhibition, cognitive flexibility, and planning), working memory had the highest presence (k = 14, n = 3,740) and predictive weight for performance, with an effect size of r = 0.370 for random effects, with a moderate level of significance. The moderating effect of variables such as gender and age were also analyzed. After performing a meta-regression, gender resulted in a value of R 2 = 0.49; the age variable was not significant. This result is especially important since age has traditionally been considered to be the moderating variable of executive functions. The review reveals a good predictive power of executive functions in the primary education stage, and it is even higher at the early ages, indicating its great significance in describing future performance. The study also revealed the competencies and specific aspects of the executive functions that affect the way in which its components intervene in the academic area, demonstrating the mediating effect of variables such as physical fitness, motor skills, and memory processes.

Keywords: academic performance; executive functions; meta-analysis; primary education; relationship.

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Figures

Figure 1
Figure 1
Flowchart of the inclusion protocol.
Figure 2
Figure 2
Forest plot effect size (Pearson's r). Executive functions—academic performance.
Figure 3
Figure 3
Funnel plot. Executive functions—Academic performance.
See this image and copyright information in PMC

References

    1. *. Aadland K. N., Ommundsen Y., Aadland E., Bronnick K. S., Lervag A., Resaland G. K., et al. (2017). Executive functions do not mediate prospective relations between indices of physical activity and academic performance: the Active Smarter Kids (ASK) study. Front. Psychol. 8:1088 10.3389/fpsyg.2017.01088 - DOI - PMC - PubMed
    1. *. Aarnoudse-Moens C. S. H., Weisglas-Kuperus N., Duivenvoorden H. J., Van Goudoever J. B., Oosterlaan J. (2013). Executive function and IQ predict mathematical and attention problems in very preterm children. PloS ONE 8:e55994. 10.1371/journal.pone.0055994 - DOI - PMC - PubMed
    1. *. Abreu P. M. E., Abreu N., Nikaedo C. C., Puglisi M. L., Tourinho C. J., Miranda M. C., et al. . (2014). Executive functioning and reading achievement in school: a study of Brazilian children assessed by their teachers as poor readers. Front. Psychol. 5:550. 10.3389/fpsyg.2014.00550 - DOI - PMC - PubMed
    1. Acosta M. T. (2001). Síndrome del hemisferio derecho en niños: correlación funcional y madurativa de los trastornos del aprendizaje no verbales [Right's hemisphere síndrome in children: functional and madurative correlation of non verbal learning disorders]. Rev. Neurol. 31, 360–367. 10.33588/rn.3104.2000268 - DOI - PubMed
    1. Ahmed S. F., Tang S., Waters N. E., Davis-Kean P. (2018). Executive function and academic achievement: longitudinal relations from early childhood to adolescence. J. Educ. Psychol. 11, 446–458. 10.31234/osf.io/xd5jy - DOI

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