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智力类型与学业成绩:系统评价与荟萃分析

Types of Intelligence and Academic Performance: A Systematic Review and Meta-Analysis.

作者信息

Lozano-Blasco Raquel, Quílez-Robres Alberto, Usán Pablo, Salavera Carlos, Casanovas-López Raquel

机构信息

Department of Psychology and Sociology, Faculty of Humanities and Science Education, University of Zaragoza, 50001 Zaragoza, Spain.

Department of Educational Sciences, Faculty of Human Sciences and Education, University of Zaragoza, 22003 Huesca, Spain.

出版信息

J Intell. 2022 Dec 13;10(4):123. doi: 10.3390/jintelligence10040123.

Abstract

The concept of intelligence has been extensively studied, undergoing an evolution from a unitary concept to a more elaborate and complex multidimensional one. In addition, several research studies have focused their efforts for decades on the study of intelligence as a predictor of academic performance of students at different educational stages, being a stable and highly relevant predictor along with other variables such as executive functions, social context, culture or parental guardianship. Thus, the present study, based on a systematic review and meta-analysis, includes 27 studies with a total sample of 42,061 individuals. The main objective was to analyse the relationship between intelligence and academic performance using different predictive models that include moderating variables such as country of origin, type of intelligence, gender and age. The findings of this research highlight the significant, positive and moderate relationship between intelligence and academic performance (r = 0.367; p < 0.001), highlighting the predictive capacity on school performance when the type of intelligence (general and implicit; 35%) or the country of origin (45%) is taken as a moderating variable, with the explanatory models on age or sex not being significant. Therefore, it can be concluded that intelligence, in addition to being a good predictor of academic performance, is influenced depending on the type of intelligence or theoretical model taken as a reference, and also depending on the country or culture of origin.

摘要

智力的概念已经得到了广泛研究,经历了从单一概念到更精细复杂的多维概念的演变。此外,几十年来,一些研究致力于将智力作为不同教育阶段学生学业成绩的预测指标进行研究,它与其他变量(如执行功能、社会环境、文化或父母监护)一样,是一个稳定且高度相关的预测指标。因此,本研究基于系统综述和荟萃分析,纳入了27项研究,总样本量为42,061人。主要目的是使用不同的预测模型分析智力与学业成绩之间的关系,这些模型包括调节变量,如原籍国、智力类型、性别和年龄。本研究结果突出了智力与学业成绩之间显著、正向且中等程度的关系(r = 0.367;p < 0.001),当将智力类型(一般智力和内隐智力;35%)或原籍国(45%)作为调节变量时,突出了其对学业成绩的预测能力,而关于年龄或性别的解释模型并不显著。因此,可以得出结论,智力除了是学业成绩的良好预测指标外,还会受到所采用的智力类型或理论模型的影响,以及原籍国或文化的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e17/9785329/db38c29c72fd/jintelligence-10-00123-g001.jpg

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