Esposito Lorenzo, Tonizzi Irene, Usai Maria Carmen, Giofrè David
DISFOR, University of Genoa, Corso Andrea Podestá, 2, 16121 Genova, Italy.
J Intell. 2025 Apr 3;13(4):44. doi: 10.3390/jintelligence13040044.
A consistent amount of research has tried to study the contributions of cognitive and emotional factors involved in math achievement. Despite this, research examining their joint role in children is scarce. In this paper, we examined the joint role of cognitive and math anxiety on math achievement in a sample of 135 seventh-grade children (54% male, = 12.79, = 0.47). Math achievement was measured using a validated paper-and-pencil test, while higher-order cognitive abilities were assessed with a PMAs test. Working memory was evaluated through two verbal and two visuo-spatial experimental span tasks. Inhibitory control was measured using three computerized tasks adapted from the classic Stroop, Flanker, and Simon tasks. Math anxiety was assessed with an AMAS questionnaire. A series of correlation analyses and path models were conducted to understand the complex relationships among the factors. The correlations showed a positive relationship among our cognitive abilities and a negative correlation with math anxiety. The results from the path analysis showed a strong effect of higher-order cognitive abilities on math achievement (β = 0.44, < .001) and highlighted the mediating role of working memory between math anxiety and math performance (β = -0.04, 95%CI [-0.11; -0.00]). Conversely, inhibitory control did not seem to play a crucial role in this relationship (β = -0.03, 95%CI [-0.08; 0.00]). These findings are discussed in relation to current theoretical frameworks. Interventions aimed at reducing math anxiety could help improve math achievement.
大量研究试图探究认知和情感因素对数学成绩的影响。尽管如此,研究儿童中这些因素共同作用的却很少。在本文中,我们以135名七年级儿童(54%为男性,平均年龄 = 12.79岁,标准差 = 0.47)为样本,考察了认知能力和数学焦虑对数学成绩的共同作用。数学成绩通过经过验证的纸笔测试来衡量,而高阶认知能力则通过初级心理能力测试(PMAs)进行评估。工作记忆通过两个言语和两个视觉空间实验广度任务来评估。抑制控制则使用从经典的斯特鲁普(Stroop)、侧翼(Flanker)和西蒙(Simon)任务改编而来的三个计算机化任务来测量。数学焦虑通过数学焦虑量表(AMAS)问卷进行评估。我们进行了一系列相关分析和路径模型分析,以了解这些因素之间的复杂关系。相关性分析表明,我们所考察的认知能力之间呈正相关,与数学焦虑呈负相关。路径分析结果显示,高阶认知能力对数学成绩有很强的影响(β = 0.44,p <.001),并突出了工作记忆在数学焦虑和数学成绩之间的中介作用(β = -0.04,95%置信区间[-0.11;-0.00])。相反,抑制控制在这种关系中似乎没有起到关键作用(β = -0.03,95%置信区间[-0.08;0.00])。我们结合当前的理论框架对这些发现进行了讨论。旨在减少数学焦虑的干预措施可能有助于提高数学成绩。