Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Int J Methods Psychiatr Res. 2020 Dec;29(4):1-12. doi: 10.1002/mpr.1844. Epub 2020 Aug 26.
This study factor analyzes six scales relating to acculturation and related experiences among a nationally representative sample of United States-residing Latina/os (n = 2,541) from the National Latino and Asian American Study (NLAAS), using measurement invariance (MI) testing to explore differences in latent constructs by Latina/o subgroup.
Factor Analysis (FA) within an Exploratory Structural Equation Modeling framework was used to analyze the factor structure of six scales measuring acculturation and related experiences (i.e., acculturation [language use and preference], enculturation [ethnic identity], discrimination, neighborhood context, and family environment). We tested for MI by two important Latina/o subgroups: ethnic heritage and generational status.
The underlying latent factors resulting from FA strongly aligned with the NLAAS subscales. No scale achieved full MI, yet the degree to which MI held varied greatly by scale and by subgroup.
Findings show that Latina/os are heterogeneous, but that this often depends on the construct and subgrouping of interest. Future research should use these scales in a latent framework, accounting for the lack of MI, to ensure that the underlying acculturative constructs of interest are validly measured when investigating their association with mental health outcomes in this population.
本研究使用测量不变性(MI)检验,对来自全国拉丁裔和亚裔美国人研究(NLAAS)的具有全国代表性的美国居住的拉丁裔(n=2541)样本中的六个与文化适应和相关经历相关的量表进行因子分析,以探讨拉丁裔亚群体中潜在结构的差异。
在探索性结构方程建模框架内使用因子分析(FA)来分析六个衡量文化适应和相关经历的量表的因子结构(即文化适应[语言使用和偏好]、涵化[民族认同]、歧视、邻里环境和家庭环境)。我们通过两个重要的拉丁裔亚群体:民族传统和代际地位来检验 MI。
FA 得出的潜在潜在因素与 NLAAS 分量表强烈一致。没有一个量表完全达到 MI,但 MI 的程度因量表和亚组而异。
研究结果表明拉丁裔是异质的,但这往往取决于感兴趣的结构和亚组。未来的研究应该在潜在框架中使用这些量表,考虑到 MI 的缺乏,以确保在调查这些量表与该人群心理健康结果的相关性时,所关注的文化适应结构能够得到有效测量。