Department of Psychology and Human Development, UCL Institute of Education, University College London, UK.
Br J Educ Psychol. 2021 Sep;91(3):827-849. doi: 10.1111/bjep.12395. Epub 2020 Dec 8.
In children, internalizing and externalizing problems impact on learning. However, there is limited research on the specific impact of such problems on spatial working memory (SWM), strongly related to cognitive ability and children's learning.
We explored distinct trajectories of internalizing problems and externalizing problems (conduct problems and hyperactivity/inattention) in a large general-population sample of children followed from age 3 to age 11 years. We then assessed their role in SWM performance at age 11 years.
Data were drawn from the UK's Millennium Cohort Study. Our analytic sample was children with data on SWM at age 11 years (N = 12,589).
There were two stages of data analysis. Trajectory group membership was firstly estimated by group-based trajectory modelling for internalizing problems, conduct problems, and hyperactivity/inattention at ages 3-11 years. Multiple regression then assessed the relationship between SWM at age 11 years and trajectory group membership after accounting for confounders.
Trajectories of internalizing, conduct, and hyperactivity/inattention symptoms across ages 3 to 11 years were related to SWM at age 11 years, even after controlling for confounding variables. For each of the three symptom domains, poor SWM was most consistently found in children with chronically high levels of symptoms.
In general, atypical patterns of internalizing problems, conduct problems, and hyperactivity/inattention in childhood were related to poorer SWM in early adolescence.
在儿童中,内化和外化问题会影响学习。然而,关于这些问题对与认知能力和儿童学习密切相关的空间工作记忆(SWM)的具体影响的研究有限。
我们在一个从 3 岁到 11 岁的大型普通人群儿童样本中探索了内化问题和外化问题(品行问题和多动/注意力不集中)的不同轨迹。然后,我们评估了它们在 11 岁时对 SWM 表现的作用。
数据来自英国的千禧年队列研究。我们的分析样本是在 11 岁时具有 SWM 数据的儿童(N=12589)。
数据分析分为两个阶段。首先通过基于群组的轨迹建模来估计内化问题、品行问题和多动/注意力不集中在 3-11 岁之间的轨迹组归属。然后进行多元回归,在考虑混杂变量后,评估 11 岁时的 SWM 与轨迹组归属之间的关系。
3 至 11 岁期间内化、品行和多动/注意力不集中症状的轨迹与 11 岁时的 SWM 相关,即使在控制了混杂变量后也是如此。对于这三个症状领域中的每一个,在具有慢性高水平症状的儿童中,SWM 较差的情况最为常见。
总的来说,儿童期不典型的内化问题、品行问题和多动/注意力不集中模式与青少年早期的 SWM 较差有关。