小学教育中执行功能与学业成绩的关系:综述与元分析

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

作者信息

Cortés Pascual Alejandra, Moyano Muñoz Nieves, Quílez Robres Alberto

机构信息

Department of Education Science, Faculty of Education, University of Zaragoza, Aragon, Spain.

Department of Psychology and Sociology, Faculty of Humanities and Education, University of Zaragoza, Aragon, Spain.

出版信息

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

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 ( = 7,947), a meta-analysis of random effects demonstrated a moderately significant weighted effect size ( = 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 ( = 0.350; = 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 ( = 14, = 3,740) and predictive weight for performance, with an effect size of = 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 = 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.

摘要

本研究的目的是探究小学教育阶段(6至12岁)执行功能与学业成绩之间的关系。基于21个样本(n = 7947),随机效应的元分析显示出中等显著的加权效应量(r = 0.365),并且被发现是学业成绩的良好预测指标。对于语言和数学科目,随机效应模型的结果相似,数学科目略高(r = 0.350;r = 0.365)。因此,执行功能对数学成绩有更大影响这一理论得到支持,特别是在编码、组织以及信息即时检索等方面。关于不同的执行功能成分(工作记忆、抑制、认知灵活性和计划),工作记忆在表现中的占比最高(n = 14,N = 3740)且预测权重最大,随机效应的效应量为r = 0.370,具有中等显著水平。还分析了性别和年龄等变量的调节作用。进行元回归后,性别得出的值为r = 0.49;年龄变量不显著。这一结果尤为重要,因为传统上年龄一直被视为执行功能的调节变量。该综述揭示了执行功能在小学教育阶段具有良好的预测能力,在早期甚至更高,表明其在描述未来表现方面具有重要意义。该研究还揭示了执行功能的能力和具体方面,这些方面影响其组成部分在学术领域的干预方式,证明了身体健康、运动技能和记忆过程等变量的中介作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a979/6638196/eebaece1ec8e/fpsyg-10-01582-g0001.jpg

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