Center for Social Epidemiology and Population Health, Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor.
Harvard Center for Population and Development Studies, Harvard T. H. Chan School of Public Health, Cambridge, Massachusetts.
J Gerontol B Psychol Sci Soc Sci. 2021 Oct 30;76(9):1767-1776. doi: 10.1093/geronb/gbaa205.
To characterize the extent to which brief cognitive assessments administered in the population-representative U.S. Health and Retirement Study (HRS) and its International Partner Studies can be considered to be measuring a single, unidimensional latent cognitive function construct.
Cognitive function assessments were administered in face-to-face interviews in 12 studies in 26 countries (N = 155,690), including the U.S. HRS and selected International Partner Studies. We used the time point of the first cognitive assessment for each study to minimize differential practice effects across studies and documented cognitive test item coverage across studies. Using confirmatory factor analysis models, we estimated single-factor general cognitive function models and bifactor models representing memory-specific and nonmemory-specific cognitive domains for each study. We evaluated model fits and factor loadings across studies.
Despite relatively sparse and inconsistent cognitive item coverage across studies, all studies had some cognitive test items in common with other studies. In all studies, the bifactor models with a memory-specific domain fit better than single-factor general cognitive function models. The data fit the models at reasonable thresholds for single-factor models in 6 of the 12 studies and for the bifactor models in all 12 of the 12 studies.
The cognitive assessments in the U.S. HRS and its International Partner Studies reflect comparable underlying cognitive constructs. We discuss the assumptions underlying our methods, present alternatives, and future directions for cross-national harmonization of cognitive aging data.
描述在美国健康与退休研究(HRS)及其国际合作研究中进行的简短认知评估在多大程度上可以被视为测量单一的、单维的潜在认知功能结构。
在 26 个国家的 12 项研究中(N=155690),包括美国 HRS 和部分国际合作研究,通过面对面访谈进行认知功能评估。我们使用每个研究的第一次认知评估的时间点,以最小化研究之间的差异练习效应,并记录研究之间的认知测试项目覆盖范围。使用验证性因素分析模型,我们为每个研究估计了单一因素的一般认知功能模型和代表记忆特异性和非记忆特异性认知领域的双因素模型。我们评估了跨研究的模型拟合度和因子负荷。
尽管研究之间的认知项目覆盖相对稀疏且不一致,但所有研究都与其他研究有一些共同的认知测试项目。在所有研究中,具有记忆特异性域的双因素模型比单一因素的一般认知功能模型更符合。在 12 项研究中的 6 项研究中,数据符合单因素模型的合理标准,在所有 12 项研究中,数据符合双因素模型的合理标准。
美国 HRS 及其国际合作研究中的认知评估反映了可比的潜在认知结构。我们讨论了我们方法的假设,提出了替代方案,并为认知老化数据的跨国协调提出了未来方向。