FPG Child Development Institute, University of North Carolina-Chapel Hill, Carrboro, NC 27510, USA.
Child Neuropsychol. 2012;18(1):79-91. doi: 10.1080/09297049.2011.578572. Epub 2011 Jun 27.
The primary objective of this study was to reevaluate the well-established result that preschoolers' performance on executive function tasks are positively associated with their performance on academic achievement tests. The current study replicated the previously established concurrent associations between children's performance on EF tasks and academic achievement tests. Specifically, children's performance on measures of inhibitory and motor control were positively associated with their performance on tests of reading, writing, and mathematics achievement (rs = .2-.5); moreover, although diminished in magnitude, most of these associations held up even after including an earlier measure of academic achievement as a covariate (rs = .1-.3). However, the application of an alternative analytic method, fixed effects analysis, a method that capitalizes on repeated measures data to control for all time stable measured and unmeasured covariates, rendered the apparent positive associations between executive function and academic achievement nonsignificant (rs = .0-.1). Taken together, these results suggest that the well-replicated association between executive function abilities and academic achievement may be spurious. Results are discussed with respect to the importance of utilizing analytic methods and research designs that facilitate strong causal inferences between executive function and academic achievement in early childhood, as well as the limitations of making curriculum development recommendations and/or public policy decisions based on studies that have failed to do so.
本研究的主要目的是重新评估一个既定的结果,即学龄前儿童在执行功能任务上的表现与他们在学业成就测试上的表现呈正相关。本研究复制了先前建立的儿童在执行功能任务和学业成就测试之间的同时关联。具体来说,儿童在抑制和运动控制方面的表现与他们在阅读、写作和数学成就测试上的表现呈正相关(rs=0.2-0.5);此外,尽管关联的幅度有所减弱,但即使将早期学业成就的测量作为协变量纳入考虑,大多数关联仍然存在(rs=0.1-0.3)。然而,应用替代分析方法,即固定效应分析,该方法利用重复测量数据来控制所有时间稳定的测量和未测量的协变量,使得执行功能和学业成就之间明显的正相关变得不显著(rs=0.0-0.1)。综上所述,这些结果表明,执行功能能力与学业成就之间的高度复制关联可能是虚假的。研究结果讨论了在幼儿时期,利用分析方法和研究设计来促进执行功能和学业成就之间的强因果推断的重要性,以及基于未能做到这一点的研究来制定课程发展建议和/或公共政策决策的局限性。