西班牙裔社区健康研究/拉丁裔研究中的样本设计和队列选择。

Sample design and cohort selection in the Hispanic Community Health Study/Study of Latinos.

机构信息

Collaborative Studies Coordinating Center, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27514, USA.

出版信息

Ann Epidemiol. 2010 Aug;20(8):642-9. doi: 10.1016/j.annepidem.2010.05.006.

Abstract

PURPOSE

The Hispanic Community Health Study (HCHS)/Study of Latinos (SOL) is a multicenter, community-based cohort study of Hispanic/Latino adults in the United States. A diverse participant sample is required that is both representative of the target population and likely to remain engaged throughout follow-up. The choice of sample design, its rationale, and benefits and challenges of design decisions are described in this study.

METHODS

The study design calls for recruitment and follow-up of a cohort of 16,000 Hispanics/Latinos 18-74 years of age, with 62.5% (10,000) over 44 years of age and adequate subgroup sample sizes to support inference by Hispanic/Latino background. Participants are recruited in community areas surrounding four field centers in the Bronx, Chicago, Miami, and San Diego. A two-stage area probability sample of households is selected with stratification and oversampling incorporated at each stage to provide a broadly diverse sample, offer efficiencies in field operations, and ensure that the target age distribution is obtained.

CONCLUSIONS

Embedding probability sampling within this traditional, multisite cohort study design enables competing research objectives to be met. However, the use of probability sampling requires developing solutions to some unique challenges in both sample selection and recruitment, as described here.

摘要

目的

西班牙裔美国人健康研究(HCHS)/拉丁裔研究(SOL)是一项针对美国西班牙裔/拉丁裔成年人的多中心、基于社区的队列研究。需要一个多样化的参与者样本,既要具有代表性,又要在整个随访过程中保持参与。本研究描述了样本设计的选择、其基本原理以及设计决策的优缺点。

方法

该研究设计要求招募和随访一个由 16000 名 18-74 岁的西班牙裔/拉丁裔成年人组成的队列,其中 62.5%(10000 人)年龄在 44 岁以上,并有足够的亚组样本量支持西班牙裔/拉丁裔背景的推断。参与者是在布朗克斯、芝加哥、迈阿密和圣地亚哥四个现场中心周围的社区区域招募的。采用两阶段的家庭区域概率抽样,在每个阶段都进行分层和过抽样,以提供广泛的多样化样本,提高现场操作效率,并确保获得目标年龄分布。

结论

将概率抽样嵌入到这种传统的、多地点队列研究设计中,可以满足相互竞争的研究目标。然而,如这里所述,概率抽样的使用需要针对样本选择和招募中的一些独特挑战制定解决方案。

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