Harris School of Public Policy, University of Chicago, Chicago, Illinois, USA.
Department of Methodology and Quantitative Social Sciences, NORC at the University of Chicago, Chicago, Illinois, USA.
J Gerontol B Psychol Sci Soc Sci. 2021 Dec 17;76(Suppl 3):S207-S214. doi: 10.1093/geronb/gbab182.
This article, and corresponding articles for the earlier rounds of the National Social Life, Health, and Aging Project (NSHAP), provide the scientific underpinning for the statistical analysis of NSHAP data. The 2015-2016 round of data collection for NSHAP comprised the third wave of data collection for the original cohort born 1920-1947 (C1) and the first wave of data collection for a second cohort born 1948-1965 (C2). Here we describe (a) our protocol for reinterviewing C1; (b) our approach to the sample design for C2, including the frame construction, stratification, clustering, and within-household selection; and (c) the construction of cross-sectional weights for the entire 2015-2016 sample when analyzed at the individual level or when analyzed as a sample of cohabiting couples. We also provide guidance on computing design-based standard errors.
The sample for C2 was drawn independently of the C1 sample using the NORC U.S. National Sampling Frame. A probability sample of households containing at least one individual born 1948-1965 was drawn, and from these, each age-eligible individual was included together with their cohabiting spouse or partner (even if not age-eligible). This C2 sample was combined with the C1 sample to yield a sample representative of the U.S. population of adults born 1920-1965.
Among C1, we conducted 2,409 interviews corresponding to a 91% conditional response rate (i.e., among previous respondents); the unconditional three-wave response rate for the original C1 sample was 71%. Among C2, we conducted 2,368 interviews corresponding to a response rate of 76%.
Together C1 and C2 permit inference about the U.S. population of home-dwelling adults born from 1920 to 1965. In addition, three waves of data from C1 are now available, permitting longitudinal analyses of health outcomes and their determinants among older adults.
本文和 NSHAP 项目之前几轮的相应文章为 NSHAP 数据的统计分析提供了科学依据。NSHAP 的 2015-2016 年数据收集包括对 1920-1947 年出生的原始队列(C1)的第三轮数据收集和对 1948-1965 年出生的第二队列(C2)的第一轮数据收集。在这里,我们描述了(a)对 C1 进行重新采访的方案;(b)C2 的样本设计方法,包括框架构建、分层、聚类和家庭内选择;以及(c)当在个体水平上分析或作为同居夫妇样本分析时,整个 2015-2016 年样本的横截面权重构建。我们还提供了关于计算基于设计的标准误差的指导。
C2 的样本是使用 NORC 美国全国抽样框架独立于 C1 样本抽取的。抽取了一个包含至少一个 1948-1965 年出生的个体的家庭的概率样本,从这些家庭中,每个符合条件的个体都与他们的同居配偶或伴侣一起被包括在内(即使不符合条件)。将这个 C2 样本与 C1 样本合并,得到一个代表 1920-1965 年出生的美国成年人的样本。
在 C1 中,我们进行了 2409 次访谈,对应于 91%的条件响应率(即在以前的受访者中);原始 C1 样本的无条件三波响应率为 71%。在 C2 中,我们进行了 2368 次访谈,对应于 76%的响应率。
C1 和 C2 一起允许对 1920 年至 1965 年出生的美国居家成年人口进行推断。此外,C1 现在有三波数据,允许对老年人的健康结果及其决定因素进行纵向分析。