School of Psychology, the University of Auckland, Auckland, New Zealand.
Centre for Longitudinal Research - He Ara ki Mua, the University of Auckland, Auckland, New Zealand.
J Int Neuropsychol Soc. 2021 Sep;27(8):825-834. doi: 10.1017/S1355617720001265. Epub 2021 Jan 11.
The objective of this study was to derive a factor structure of the measures of the National Institutes of Health (NIH) Toolbox Cognition Battery (CB) that is representative of cognitive abilities in a large ethnically diverse cohort of 8-year-old children in Aotearoa New Zealand.
Our sample comprised of 4298 8-year-old children from the Growing Up in New Zealand study. We conducted exploratory and confirmatory factor analysis for the NIH Toolbox CB measures to discover the best-fitting factor structure in our sample. Measurement invariance of the identified model was tested across child's gender, socio-economic status (SES), and ethnicity.
A three-dimensional factor structure was identified, with one factor of Crystallised Cognition (Reading and Vocabulary), and two distinguished factors of fluid cognition: Fluid Cognition I (Attention/Inhibitory Control, Processing Speed, and Cognitive Flexibility) and Fluid Cognition II (Working Memory, Episodic Memory). The results demonstrate excellent model fit, but reliability of the factors was low. Measurement invariance was confirmed for child's gender. We found configural, but neither metric nor scalar, invariance across SES and the four major ethnic groups: European, Māori, Pacific Peoples, and Asian.
Our findings show that, at the age of 8 years, fluid abilities are more strongly associated with one another than with crystallised abilities and that fluid abilities need to be further differentiated. This dimensional structure allows for comparisons across child's gender, but evaluations across SES and ethnicity within the Aotearoa New Zealand context must be conducted with caution. We recommend using raw scores of the individual NIH Toolbox CB measures in future research.
本研究旨在从认知能力的角度出发,构建一个能够代表新西兰奥克兰 8 岁儿童的大型多民族队列的 NIH 工具包认知电池(CB)测量的因子结构。
我们的样本包括来自新西兰成长研究的 4298 名 8 岁儿童。我们对 NIH 工具包 CB 测量进行了探索性和验证性因子分析,以发现我们样本中最佳拟合的因子结构。还测试了所识别模型在儿童性别、社会经济地位(SES)和种族之间的测量不变性。
确定了一个三因素结构,其中一个因素为结晶认知(阅读和词汇),两个区分的流体认知因素:流体认知 I(注意力/抑制控制、处理速度和认知灵活性)和流体认知 II(工作记忆、情景记忆)。结果表明模型拟合度很好,但各因素的可靠性较低。性别方面的测量不变性得到了确认。我们发现 SES 和四个主要种族群体(欧洲、毛利、太平洋和亚洲)之间存在结构不变性,但不存在度量不变性和标度不变性。
我们的研究结果表明,在 8 岁时,流体能力比结晶能力更密切相关,并且需要进一步区分流体能力。这种维度结构允许在儿童性别之间进行比较,但在奥克兰新西兰背景下,必须谨慎进行 SES 和种族之间的评估。我们建议在未来的研究中使用 NIH 工具包 CB 测量的个体原始分数。