Shi Yueqi, Qu Shaowei
School of Humanities and Social Sciences, University of Science and Technology Beijing, Beijing, China.
Front Psychol. 2021 Dec 7;12:774548. doi: 10.3389/fpsyg.2021.774548. eCollection 2021.
This study uses personality and psychology health characteristics of high school students as intermediary variables to study how cognitive ability affects academic performance, and analyzes memory, information processing, presentation, logical reasoning, and thinking transformation ability in high school students. In this study, the structural equation model (SEM) was used to analyze the mediating effect, and the bootstrap method was used to test the significance of the mediating effect. The participants were 572 high school students from Beijing, China. They completed a survey that included questions on cognitive ability, personality characteristics, and psychology health. This study uses structural equation modeling for mediation analysis. Through the analysis of four models of comprehensive academic performance, Chinese academic performance, mathematics academic performance, and English academic performance, the results of the study showed that cognitive ability has a significant effect on academic performance, and personality characteristics and psychology health play a partially mediating role between cognitive ability and English academic performance. The mediation effect is about 40%.
本研究以高中生的人格和心理健康特征作为中介变量,研究认知能力如何影响学业成绩,并分析高中生的记忆、信息处理、表达、逻辑推理和思维转换能力。在本研究中,采用结构方程模型(SEM)分析中介效应,并使用Bootstrap方法检验中介效应的显著性。参与者为来自中国北京的572名高中生。他们完成了一项调查,其中包括关于认知能力、人格特征和心理健康的问题。本研究采用结构方程建模进行中介分析。通过对综合学业成绩、语文成绩、数学成绩和英语成绩四个模型的分析,研究结果表明,认知能力对学业成绩有显著影响,人格特征和心理健康在认知能力和英语学业成绩之间起部分中介作用。中介效应约为40%。