Psyridou Maria, Tolvanen Asko, Koponen Tuire, Aunola Kaisa, Lerkkanen Marja-Kristiina, Poikkeus Anna-Maija, Torppa Minna
Department of Psychology, University of Jyvaskyla.
Methodology Centre for Human Sciences, University of Jyvaskyla.
Dev Psychol. 2025 Jun;61(6):1196-1209. doi: 10.1037/dev0001944. Epub 2025 Mar 3.
This study explores the directionality of the associations between silent reading fluency and arithmetic fluency development from Grade 1 through Grade 9 (ages 7 to 16) in a large Finnish sample of 2,518 participants. Participants' silent reading and arithmetic fluency skills were assessed at seven time points across Grades 1, 2, 3, 4, 6, 7, and 9. A random intercept cross-lagged panel model was employed to distinguish between between-person and within-person associations. The model revealed a strong positive correlation between reading and arithmetic fluency at the between-person level, suggesting that individuals proficient in one domain typically excel in the other as well. At the within-person level, significant developmental associations emerged predominantly during the early acquisition phase (Grades 1-3). Between Grades 1 and 2, we identified positive bidirectional effects between reading and arithmetic fluency, indicating that variations in one skill predict variations in the other at a subsequent time point. From Grades 2 to 3, a positive unidirectional path from reading to arithmetic was identified, suggesting that variations in silent reading fluency predict subsequent variations in arithmetic fluency. After Grade 3, no significant cross-lagged paths were identified. These findings highlight the dynamic interplay between reading and arithmetic fluency at different stages of development and that factors influencing time-specific changes in reading and math are more similar during the early phases of schooling and skill development than in later stages. The early bidirectional relationship suggests that fostering reading skills may support arithmetic development and vice versa, particularly in early grades. This suggests that it may be useful to target both domains in the early interventions with children having problems in reading or math to enhance overall academic performance. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
本研究在一个由2518名参与者组成的芬兰大样本中,探究了从1年级到9年级(7至16岁)默读流畅性与算术流畅性发展之间关联的方向性。在1、2、3、4、6、7和9年级的七个时间点对参与者的默读和算术流畅性技能进行了评估。采用随机截距交叉滞后面板模型来区分个体间和个体内的关联。该模型显示,在个体间水平上,阅读和算术流畅性之间存在很强的正相关,这表明在一个领域表现出色的个体通常在另一个领域也表现出色。在个体内水平上,显著的发展关联主要出现在早期习得阶段(1至3年级)。在1年级和2年级之间,我们发现阅读和算术流畅性之间存在正向双向效应,这表明一项技能的变化会在随后的时间点预测另一项技能的变化。从2年级到3年级,确定了一条从阅读到算术的正向单向路径,这表明默读流畅性的变化会预测算术流畅性的后续变化。3年级之后,未发现显著的交叉滞后路径。这些发现凸显了阅读和算术流畅性在不同发展阶段的动态相互作用,以及在学校教育和技能发展的早期阶段,影响阅读和数学特定时间变化的因素比后期阶段更为相似。早期的双向关系表明,培养阅读技能可能有助于算术发展,反之亦然,尤其是在低年级。这表明,对于在阅读或数学方面有问题的儿童,在早期干预中针对这两个领域可能有助于提高整体学业成绩。(PsycInfo数据库记录(c)2025美国心理学会,保留所有权利)