工作记忆
调解
短时记忆
心理学
认知心理学
代表(政治)
结构方程建模
领域(数学分析)
巴德利工作记忆模型
执行职能
认知
计算机科学
机器学习
数学
法学
数学分析
政治
政治学
神经科学
作者
H. Lee Swanson,Wenson Fung
摘要
This study determined the working memory (WM) components (executive, phonological short-term memory [STM], and visual–spatial sketchpad) that best predicted mathematical word problem-solving accuracy in elementary schoolchildren (N = 392). The battery of tests administered to assess mediators between WM and problem-solving included measures of domain-general knowledge (fluid intelligence, reading, calculation), domain-general processes (naming speed, inhibition), domain-specific knowledge (word-problem representation, planning) and domain-specific processes (estimation and numerical magnitude judgments). Structural equation modeling analyses indicated (a) the executive component of WM and phonological STM yielded significant direct paths to problem-solving accuracy in the fully mediated model; (b) domain general knowledge (reading, calculation), domain-specific knowledge (problem representation, magnitude judgments) and domain general processes (inhibition) uniquely mediated the relationship between components of WM (executive, phonological STM) and problem-solving accuracy; and (c) those processes failing to uniquely mediate the relationship between WM and problem-solving accuracy in the full mediation model were measures of fluid intelligence, planning and estimation. The results support the notion that both the executive and phonological storage components of WM draw upon some of the same resources in predicting problem-solving, but none of the aforementioned mediation variables completely compensated for the influence of these 2 WM components on children’s mathematical word problem-solving. More importantly, the findings suggest there are multiple pathways that mediate the relationship between components of WM performance and problem-solving accuracy. (PsycINFO Database Record (c) 2016 APA, all rights reserved)
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