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中小学生的执行功能技能与(较低的)数学成绩。

Executive functioning skills and (low) math achievement in primary and secondary school.

机构信息

Department of Evolutionary Psychology and Communication, University of Vigo, Campus Universitario de Ourense, 32004, Vigo, Spain.

Departamento de Psicología Evolutiva y de la Educación, National Distance Education University (UNED), 28040 Madrid, Spain.

出版信息

J Exp Child Psychol. 2023 Nov;235:105715. doi: 10.1016/j.jecp.2023.105715. Epub 2023 Jun 10.

Abstract

Schoolchildren with better executive functioning skills achieve better mathematics results. It is less clear how inhibition, cognitive flexibility, and working memory combine to predict mathematics achievement and difficulty throughout primary and secondary school. This study aimed to find the best combination of executive function measures for predicting mathematical achievement in Grades 2, 6, and 10 and to test whether this combination predicts the probability of having mathematical difficulties across school grades even when fluid intelligence and processing speed were included in the models. A total of 426 students-141 2nd graders (72 girls), 143 6th graders (72 girls), and 142 10th graders (79 girls)-were cross-sectionally assessed with 12 executive tasks, one standardized mathematical task, and a standardized test of intelligence. Bayesian regression analyses found various combinations of executive predictors of mathematical achievement for each school grade spanning Grade 2 to measures of cognitive inhibition (negative priming) and cognitive flexibility (verbal fluency); Grade 6 to measures of inhibition: resistance to distractor interference (receptive attention), cognitive flexibility (local-global), and working memory (counting span); and Grade 10 to measures of inhibition: resistance to distractor interference (receptive attention) and prepotent response inhibition (stop signal) and working memory (reading span). Logistic regression showed that the executive models derived from the Bayesian analyses had a similar ability to classify students with mathematical difficulty and their peers with typical achievement to broader cognitive models that included fluid intelligence and processing speed. Measures of processing speed, cognitive flexibility (local-global), and prepotent response inhibition (stop signal) were the main risk factors in Grades 2, 6, and 10, respectively. Cognitive flexibility (verbal fluency) in Grade 2 and fluid intelligence, which was more stable in all three grades, acted as protective factors against mathematical difficulty. These findings inform practical considerations for establishing preventive and intervention proposals.

摘要

具有更好执行功能技能的学童在数学方面表现更好。但抑制、认知灵活性和工作记忆如何组合起来预测整个小学和中学的数学成绩和难度,目前还不太清楚。本研究旨在寻找预测 2 年级、6 年级和 10 年级数学成绩的最佳执行功能测量组合,并检验即使在模型中包含流体智力和加工速度时,这种组合是否可以预测整个学校年级的数学困难的概率。共有 426 名学生——141 名 2 年级学生(72 名女生)、143 名 6 年级学生(72 名女生)和 142 名 10 年级学生(79 名女生)——进行了横断面评估,评估内容包括 12 项执行任务、一项标准化数学任务和一项标准化智力测试。贝叶斯回归分析发现,从 2 年级到认知抑制(负启动)和认知灵活性(言语流畅性)的测量,6 年级到抑制措施(干扰抵抗):接受注意、认知灵活性(局部-全局)和工作记忆(计数跨度)的测量,以及 10 年级到抑制措施(干扰抵抗):接受注意和优势反应抑制(停止信号)和工作记忆(阅读跨度)的测量,这些测量都可以预测数学成绩。逻辑回归显示,从贝叶斯分析中得出的执行模型能够更好地对有数学困难的学生和具有典型成就的同龄人进行分类,优于包含流体智力和加工速度的更广泛认知模型。在 2 年级、6 年级和 10 年级,加工速度、认知灵活性(局部-全局)和优势反应抑制(停止信号)分别是主要风险因素。在 2 年级的认知灵活性(言语流畅性)和在所有三个年级都更稳定的流体智力是预防数学困难的保护因素。这些发现为制定预防和干预建议提供了实践考虑。

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