Department of Education, University of Oxford, UK.
Br J Educ Psychol. 2012 Mar;82(Pt 1):136-56. doi: 10.1111/j.2044-8279.2011.02033.x. Epub 2011 Apr 27.
Two distinct abilities, mathematical reasoning and arithmetic skill, might make separate and specific contributions to mathematical achievement. However, there is little evidence to inform theory and educational practice on this matter.
The aims of this study were (1) to assess whether mathematical reasoning and arithmetic make independent contributions to the longitudinal prediction of mathematical achievement over 5 years and (2) to test the specificity of this prediction.
Data from Avon Longitudinal Study of Parents and Children (ALSPAC) were available on 2,579 participants for analyses of KS2 achievement and on 1,680 for the analyses of KS3 achievement.
Hierarchical regression analyses were used to assess the independence and specificity of the contribution of mathematical reasoning and arithmetic skill to the prediction of achievement in KS2 and KS3 mathematics, science, and English. Age, intelligence, and working memory (WM) were controls in these analyses.
Mathematical reasoning and arithmetic did make independent contributions to the prediction of mathematical achievement; mathematical reasoning was by far the stronger predictor of the two. These predictions were specific in so far as these measures were more strongly related to mathematics than to science or English. Intelligence and WM were non-specific predictors; intelligence contributed more to the prediction of science than of maths, and WM predicted maths and English equally well.
There is clear justification for making a distinction between mathematical reasoning and arithmetic skills. The implication is that schools must plan explicitly to improve mathematical reasoning as well as arithmetic skills.
数学推理和算术技能这两种截然不同的能力可能对数学成绩有独立且具体的贡献。然而,关于这个问题的理论和教育实践几乎没有证据。
本研究旨在(1)评估数学推理和算术是否对 5 年数学成绩的纵向预测有独立的贡献,以及(2)检验这种预测的特异性。
来自阿冯纵向研究父母和孩子(ALSPAC)的数据,对 2579 名参与者进行了 KS2 成绩的分析,对 1680 名参与者进行了 KS3 成绩的分析。
使用层次回归分析来评估数学推理和算术技能对 KS2 和 KS3 数学、科学和英语成绩预测的独立性和特异性。在这些分析中,年龄、智力和工作记忆(WM)是控制因素。
数学推理和算术确实对数学成绩的预测有独立的贡献;数学推理是两者中更强的预测因素。这些预测是特异性的,因为这些措施与数学的相关性远大于与科学或英语的相关性。智力和 WM 是非特异性的预测因素;智力对科学的预测作用大于对数学的预测作用,而 WM 对数学和英语的预测作用相同。
数学推理和算术技能之间有明显的区别,这是有充分理由的。这意味着学校必须明确计划提高数学推理能力和算术技能。