College of Applied Health Sciences, West Virginia University, Morgantown, West Virginia, USA.
Old Dominion University, 2009 Student Recreation Center, Norfolk, Virginia, USA.
Autism Res. 2023 Apr;16(4):841-854. doi: 10.1002/aur.2900. Epub 2023 Feb 5.
Flourishing is a positive health indicator that aligns with strengths-based perspectives and measures within autism research. Flourishing indicators were recently included in the National Survey of Children's Health (NSCH) and have been used to evidence disparities in flourishing experienced by autistic children compared to non-autistic peers. Yet, little has been done to examine the utility of standard flourishing items for this population. This study examined the NSCH caregiver-reported flourishing items for measurement item bias. A cross-sectional, representative sample of autistic and non-autistic US children aged 6-17 years (n = 41,691) was drawn from the 2018-2019 NSCH public dataset. A confirmatory factor analysis using a multiple indicators and multiple causes model (MIMIC-CFA) was conducted to (1) test for differential item functioning (DIF; i.e., measurement bias); and (2) estimate latent mean group differences after controlling for DIF. Findings supported a 3-factor (social competence, school motivation, and behavioral control), 10-item model structure consistent with past literature, yet measurement bias was evident for 6 of the 10 items. Persistent group differences, after accounting for DIF and covariates, indicates that caregivers of autistic children perceive their children are experiencing meaningfully lower flourishing outcomes compared to caregivers of non-autistic children. However, evidence of measurement bias for items related to the social competence dimension calls into question the applicability of this measure for autistic children. Further interpretation of group differences and use of this measure should be approached with caution.
繁荣是一个积极的健康指标,与自闭症研究中的基于优势的观点和措施相一致。繁荣指标最近被纳入了《全国儿童健康调查》(NSCH),并被用于证明自闭症儿童与非自闭症同龄人在繁荣方面的差异。然而,对于为这一人群检验标准繁荣指标的适用性,几乎没有做任何工作。本研究检查了《全国儿童健康调查》中照顾者报告的自闭症儿童繁荣指标,以评估其测量项目的偏差。从 2018-2019 年《全国儿童健康调查》的公共数据集,抽取了年龄在 6-17 岁的自闭症和非自闭症美国儿童的代表性横断面样本(n=41691)。采用多指标多原因模型(MIMIC-CFA)进行验证性因子分析,以:(1)检验项目间差异功能(DIF;即测量偏差);(2)在控制 DIF 后估计潜在的组间均值差异。研究结果支持一个包含 3 个因子(社会能力、学校动机和行为控制)和 10 个项目的模型结构,这与过去的文献一致,但 10 个项目中有 6 个存在测量偏差。在考虑了 DIF 和协变量后,仍存在持续的组间差异,这表明自闭症儿童的照顾者认为他们的孩子的繁荣水平明显低于非自闭症儿童的照顾者。然而,与社会能力维度相关的项目存在测量偏差,这使得该测量工具对自闭症儿童的适用性受到质疑。在进一步解释组间差异和使用该测量工具时应谨慎行事。