I think therefore I learn: metacognition is a better predictor of school readiness than executive functions

Elizabeth Dutemple, Carlye Brokl, Diane Poulin-Dubois
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Abstract

Previous research suggests that metacognition (the knowledge and skills related to knowledge acquisition) and executive functions (skills needed to plan and execute goals) are possible predictors of academic performance, including math and reading abilities. This study sought to clarify the relationship between school readiness and these abilities. A visual identification task was used to measure preschool children's metacognitive skills, specifically their ability to monitor their confidence on their answers (explicit) and ability to ask for a clue only when necessary (implicit). Response time to answering was also measured to obtain a non-verbal implicit measure of metacognition. Executive functions were measured using the Flanker and Dimensional Change Card Sorting (DCCS) tasks from the NIH toolbox. It was hypothesized that both metacognition and executive functions would predict school readiness and that implicit metacognitive skills would be more highly related to school readiness than explicit skills. A hierarchical linear regression was run with age and sex as control variables, and with executive function and metacognition (implicit and explicit) as predictors. Results indicated that both implicit and explicit metacognition remained significant predictors of school readiness scores beyond age and sex. In addition, we found correlations between explicit metacognition and executive functions and a relationship between response time and explicit metacognitive skill. Results highlight the importance of early metacognitive abilities beyond other cognitive skills and the importance of being able to effectively use metacognitive strategies from a young age. The implications relating to academic abilities are discussed.
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我思故我学:元认知比执行功能更能预测入学准备情况
以往的研究表明,元认知(与获取知识相关的知识和技能)和执行功能(计划和执行目标所需的技能)可能是学业成绩(包括数学和阅读能力)的预测因素。本研究试图阐明入学准备与这些能力之间的关系。研究采用视觉识别任务来测量学龄前儿童的元认知能力,特别是他们监控自己对答案的信心的能力(显性)和只在必要时才询问线索的能力(隐性)。此外,还测量了回答问题的反应时间,以获得元认知的非语言隐性测量结果。对执行功能的测量采用了美国国立卫生研究院工具箱中的侧翼任务和维度变化卡片分类(DCCS)任务。假设元认知和执行功能都能预测入学准备情况,而且内隐元认知技能与入学准备情况的相关性比外显性技能更高。以年龄和性别为控制变量,以执行功能和元认知(内隐和外显)为预测变量,进行了分层线性回归。结果表明,内隐元认知和外显元认知仍然是预测入学准备得分的重要因素,而不是年龄和性别。此外,我们还发现了显性元认知与执行功能之间的相关性,以及反应时间与显性元认知技能之间的关系。研究结果凸显了早期元认知能力的重要性,以及从小就能有效使用元认知策略的重要性。本文还讨论了与学习能力有关的影响。
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