Responsive Design, Weighting, andVariance Estimation in the 2006-2010 National Survey of Family Growth.

Q1 Mathematics
James M Lepkowski, William D Mosher, Robert M Groves, Brady T West, James Wagner, Haley Gu
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引用次数: 0

Abstract

Objective-The National Survey of Family Growth (NSFG) collects data on pregnancy, childbearing, men's and women's health, and parenting from a national sample of men and women aged 15-44 in the United States. The 2006-2010 NSFG design was a significant departure from the previous periodic design, used in 1973-2002. This report shows fieldwork results and weighting, imputation, and variance estimation procedures. The report should be useful to users of the 2006-2010 public-use data file and to survey methodologists wishing to learn how the NSFG was conducted. Methods-NSFG's new design is based on an independent national probability sample of men and women aged 15-44. The University of Michigan's Institute for Social Research conducted fieldwork under a contract with the National Center for Health Statistics. Professional female interviewers conducted in-person, face-to-face interviews using laptop computers. A responsive design approach was used in planning and managing the fieldwork for NSFG to control costs and reduce nonresponse bias. Results-The 2006-2010 NSFG is based on 22,682 completed interviews-10,403 interviews with men and 12,279 with women. Interviews with men lasted an average of 52 minutes, and for women, 71 minutes. Weighted response rates were 75% among men, 78% among women, and 77% overall. Analysis of NSFG data requires the use of sampling weights and estimation of sampling errors that account for the complex sample design and estimation features of the survey. Sampling weights are provided on the data files. The rate of missing data in the survey is generally low.

2006-2010年全国家庭成长调查的响应式设计、加权及方差估计。
目的:全国家庭成长调查(NSFG)从美国15-44岁的男性和女性中收集有关怀孕、生育、男性和女性健康以及养育子女的数据。2006-2010年NSFG设计与1973-2002年使用的周期设计有很大不同。该报告显示了实地调查结果和加权、归算和方差估计程序。该报告对2006-2010年公共使用数据文件的用户和希望了解国家科学基金如何进行的调查方法学家应该是有用的。方法- nsfg的新设计是基于一个独立的15-44岁男性和女性的全国概率样本。密歇根大学社会研究所根据与国家卫生统计中心签订的合同进行了实地调查。专业的女性面试官使用笔记本电脑进行了面对面的面试。为了控制成本和减少非反应偏差,在NSFG的实地工作规划和管理中采用了响应式设计方法。结果- 2006-2010年NSFG基于22,682份已完成的访谈,其中10,403名男性访谈和12,279名女性访谈。对男性的采访平均持续52分钟,对女性的采访平均持续71分钟。加权反应率男性为75%,女性为78%,总体为77%。NSFG数据的分析需要使用抽样权值和抽样误差的估计,这可以解释调查复杂的样本设计和估计特征。数据文件中提供了采样权值。调查中数据缺失率一般较低。
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来源期刊
CiteScore
13.20
自引率
0.00%
发文量
0
期刊介绍: Studies of new statistical methodology including experimental tests of new survey methods, studies of vital statistics collection methods, new analytical techniques, objective evaluations of reliability of collected data, and contributions to statistical theory. Studies also include comparison of U.S. methodology with those of other countries.
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