ABCD 样本中社会经济地位、认知能力和学习成绩之间的相互作用。

IF 3.6 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH npj Science of Learning Pub Date : 2024-03-11 DOI:10.1038/s41539-024-00233-x
Lara Langensee, Theodor Rumetshofer, Johan Mårtensson
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引用次数: 0

摘要

出身不利会对个人的教育轨迹产生负面影响。然而,有些人似乎不受影响,尽管在不利的条件下成长,却能很好地应对学校教育提出的要求和挑战,这种现象被称为学业适应力。虽然目前还不确定是哪些潜在因素使某些人比其他人更有可能克服不利的困难,但社会经济地位(SES)和认知能力都与学习成绩有着密切的联系。本研究的目的是探讨个人认知能力和社会经济地位对成绩的影响是否相互影响。为此,我们分析了青少年大脑认知发展(ABCD)研究中 5001 名参与者的 SES、认知能力和学习成绩数据。正序逻辑回归模型表明,在两个时间点上,三种社会经济地位测量指标(父母教育程度、收入与需求比率和邻里贫困程度)与成绩之间的关联模式相似,没有证据表明社会经济地位与时间之间存在交互影响。父母教育程度和收入与需求比率与两个时间点的成绩相关,与认知能力是否被建模无关。相比之下,只有在不考虑认知能力的情况下,邻里贫困才会对所报告的成绩产生统计学意义上的预测作用。认知能力与父母的教育水平相互影响,这意味着认知能力可以抵御社会经济地位对学习成绩的影响。
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Interplay of socioeconomic status, cognition, and school performance in the ABCD sample.

Coming from a disadvantaged background can have negative impact on an individual's educational trajectory. Some people however seem unaffected and cope well with the demands and challenges posed by school education, despite growing up in adverse conditions, a phenomenon termed academic resilience. While it is uncertain which underlying factors make some people more likely to circumvent unfavorable odds than others, both socioeconomic status (SES) and cognitive ability have robustly been linked to school performance. The objective of the present work is to investigate if individual cognitive abilities and SES interact in their effect on grades. For this purpose, we analyzed SES, cognitive, and school performance data from 5001 participants from the Adolescent Brain Cognitive Development (ABCD) Study. Ordinal logistic regression models suggest similar patterns of associations between three SES measures (parental education, income-to-needs ratio, and neighborhood deprivation) and grades at two timepoints, with no evidence for interaction effects between SES and time. Parental education and income-to-needs ratio were associated with grades at both timepoints, irrespective of whether cognitive abilities were modeled or not. Neighborhood deprivation, in contrast, was only a statistically significant predictor of reported grades when cognitive abilities were not factored in. Cognitive abilities interacted with parental education level, meaning that they could be a safeguard against effects of SES on school performance.

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来源期刊
CiteScore
5.40
自引率
7.10%
发文量
29
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