Begolli Kreshnik Nasi, Richland Lindsey Engle, Jaeggi Susanne M, Lyons Emily McLaughlin, Klostermann Ellen C, Matlen Bryan J
Department of Psychology, California State University, Long Beach, Long Beach, CA, USA.
Comparative Human Development, University of Chicago, Chicago, IL, USA.
Think Reason. 2018;24(2):280-313. doi: 10.1080/13546783.2018.1429306. Epub 2018 Feb 19.
Individual differences in Executive Function (EF) are well established to be related to overall mathematics achievement, yet the mechanisms by which this occurs are not well understood. Comparing representations (problems, solutions, concepts) is central to mathematical thinking, and relational reasoning is known to rely upon EF resources. The current manuscript explored whether individual differences in EF predicted learning from a conceptually demanding mathematics lesson that required relational reasoning. Analyses revealed that variations in EF predicted learning when measured at a delay, controlling for pretest scores. Thus, EF capacity may impact students' overall mathematics achievement by constraining their resources available to learn from cognitively demanding reasoning opportunities in everyday lessons. To assess the ecological validity of this interpretation, we report follow-up interviews with mathematics teachers who raised similar concerns that cognitively demanding activities such as comparing multiple representations in mathematics may differentially benefit their high versus struggling learners. Broader implications for ensuring that all students have access to, and benefit from, conceptually rich mathematics lessons are discussed. We also highlight the utility of integrating methods in Science of Learning (SL) research.
执行功能(EF)的个体差异与整体数学成绩密切相关,但其背后的机制尚不清楚。比较表征(问题、解决方案、概念)是数学思维的核心,而关系推理依赖于执行功能资源。本研究探讨了执行功能的个体差异是否能预测从一节需要关系推理的高难度概念数学课中的学习情况。分析表明,在控制了预测试分数的情况下,执行功能的差异在延迟测量时能够预测学习情况。因此,执行功能能力可能会通过限制学生在日常课程中从高认知要求的推理机会中学习的可用资源,从而影响学生的整体数学成绩。为了评估这一解释的生态效度,我们报告了对数学教师的后续访谈,他们也提出了类似的担忧,即像在数学中比较多种表征这样的高认知要求活动,可能会使成绩好的学生和学习困难的学生受益程度不同。文中讨论了确保所有学生都能接触到并从概念丰富的数学课中受益的更广泛意义。我们还强调了在学习科学(SL)研究中整合方法的实用性。