Finell Jonatan, Sammallahti Ellen, Korhonen Johan, Eklöf Hanna, Jonsson Bert
Department of Applied Educational Science, Umeå University, Umeå, Sweden.
Faculty of Education and Welfare Studies, Åbo Akademi University, Vaasa, Finland.
Front Psychol. 2022 Jan 20;12:798090. doi: 10.3389/fpsyg.2021.798090. eCollection 2021.
It is well established that math anxiety has a negative relationship with math performance (MP). A few theories have provided explanations for this relationship. One of them, the Attentional Control Theory (ACT), suggests that anxiety can negatively impact the attentional control system and increase one's attention to threat-related stimuli. Within the ACT framework, the math anxiety (MA)-working memory (WM) relationship is argued to be critical for math performance. The present meta-analyses provides insights into the mechanisms of the MA-MP relation and the mediating role of WM. Through database searches with pre-determined search strings, 1,346 unique articles were identified. After excluding non-relevant studies, data from 57 studies and 150 effect sizes were used for investigating the MA-MP correlation using a random-effects model. This resulted in a mean correlation of = -0.168. The database search of WM as a mediator for the MA-MP relation revealed 15 effects sizes leading to a descriptive rather than a generalizable statistic, with a mean indirect effect size of -0.092. Overall, the results confirm the ACT theory, WM does play a significant role in the MA-MP relationship.
数学焦虑与数学成绩(MP)之间存在负相关关系,这一点已得到充分证实。有几种理论对这种关系进行了解释。其中之一是注意力控制理论(ACT),该理论认为焦虑会对注意力控制系统产生负面影响,并增加个体对威胁相关刺激的注意力。在ACT框架内,数学焦虑(MA)与工作记忆(WM)的关系被认为对数学成绩至关重要。本荟萃分析深入探讨了MA-MP关系的机制以及WM的中介作用。通过使用预先确定的搜索词进行数据库搜索,共识别出1346篇独特的文章。在排除不相关的研究后,来自57项研究的150个效应量的数据被用于使用随机效应模型研究MA-MP相关性。这得出的平均相关性为 = -0.168。对作为MA-MP关系中介的WM进行的数据库搜索显示有15个效应量,得出的是描述性统计而非可推广的统计数据,平均间接效应量为 -0.092。总体而言,结果证实了ACT理论,WM在MA-MP关系中确实起着重要作用。