College of Public Health, Temple University, Philadelphia, Pennsylvania, USA.
Ardmore, Pennsylvania, USA.
Gerontologist. 2022 Jul 15;62(6):e294-e303. doi: 10.1093/geront/gnab085.
Debates about how to define successful aging have dominated gerontology for over 60 years. Regardless of how successful aging is conceptualized, in order to accurately understand how the construct changes over time and how it differs between people of varying ages, successful aging must be measured with instruments that are valid, reliable, and have measurement invariance. These analyses focus on subjective successful aging and examine the extent to which a reliable, valid, 3-item scale has measurement invariance across 12 years for individuals aged 50-86.
We analyzed 5 waves of data collected from a panel of 5,688 community-dwelling people aged 50-74 when recruited in 2006. We tested measurement invariance using the standard 4 nested steps,, introducing increasing parameter constraints at each step. Analyses were conducted using Mplus 7.
Analyses revealed that the 3-item scale measuring subjective successful aging has adequate measurement invariance across time. We demonstrated that the scale has configural, metric, and scalar invariance by most standard metrics. Only residual invariance was not supported. However, because residuals are not part of the latent factor, invariance of the item residuals is inconsequential to interpretation of latent mean differences.
Findings provide the foundation needed for researchers to examine change in subjective successful aging over time, differences in subjective successful aging between people of varying ages, and predictors of subjective successful aging, confident that the scale has adequate measurement invariance.
关于如何定义成功老龄化的争论已经主导了老年学 60 多年。无论如何概念化成功老龄化,为了准确地了解构念如何随时间变化,以及它在不同年龄的人之间有何不同,必须使用具有有效性、可靠性和测量不变性的工具来衡量成功老龄化。这些分析侧重于主观成功老龄化,并考察了在 12 年内,对于 50-86 岁的个体,具有可靠性、有效性的 3 项量表在多大程度上具有测量不变性。
我们分析了从一个由 5688 名居住在社区的 50-74 岁的人组成的小组中收集的 5 个波次的数据,这些人在 2006 年被招募时年龄为 50-74 岁。我们使用标准的 4 个嵌套步骤测试了测量不变性,在每个步骤中引入了越来越多的参数约束。分析使用 Mplus 7 进行。
分析表明,衡量主观成功老龄化的 3 项量表具有足够的跨时间测量不变性。我们通过大多数标准指标证明了该量表具有构形、度量和标度不变性。仅残差不变性不支持。然而,由于残差不是潜在因素的一部分,因此项目残差的不变性对潜在均值差异的解释不重要。
研究结果为研究人员提供了必要的基础,使他们能够研究主观成功老龄化随时间的变化、不同年龄的人之间主观成功老龄化的差异,以及主观成功老龄化的预测因素,有信心该量表具有足够的测量不变性。