利用反应倾向形成调整单元补偿提供者不反应:全国免疫调查。

Q1 Mathematics
P J Smith, J N Rao, M P Battaglia, T M Ezzati-Rice, D Daniels, M Khare
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引用次数: 0

摘要

目的:全国免疫调查(NIS)采用两个阶段的数据收集,从幼儿样本中获取疫苗接种信息:通过随机数字拨号(RDD)调查,确定有19-35个月儿童的家庭,然后通过邮件调查,获取提供者报告的这些儿童的疫苗接种史。提供者报告的疫苗接种史用于估计疫苗接种覆盖率。1998年,32.9%完成RDD访谈的儿童没有获得提供者报告的疫苗接种史。本报告描述了1998年采用的统计方法,以减少因“疫苗接种史无反应”(即获得提供者数据的儿童与未获得提供者数据的儿童之间的差异)而导致的疫苗接种覆盖率估计偏差。方法:在1998年采用的方法中,完成NIS RDD访谈的儿童被分组到调整单元中,调整单元根据他们是否有足够的提供者数据的倾向来定义。将具有足够提供者数据的儿童的抽样权重除以细胞特异性加权反应率,以使这些儿童能够代表细胞中的所有儿童。结果:使用“最佳”细胞数,偏倚减少的总体程度为0.5%,表明提供者无反应偏倚很小。权威文献建议使用五个细胞。当比较基于“最佳”细胞数和基于5个细胞数的估计时,在疫苗接种覆盖率估计中没有观察到统计学上显著差异。因此,五个调整单元用于减少NIS疫苗接种覆盖率估计中的提供者无反应偏差。根据1998年以前使用的方法所作的估计与1998年采用的方法之间没有重大差别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compensating for provider nonresponse using response propensities to form adjustment cells: the National Immunization Survey.

Objectives: The National Immunization Survey (NIS) uses two phases of data collection to obtain vaccination information from a sample of young children: a random-digit-dialing (RDD) survey for identifying households with children 19-35 months of age, followed by a mail survey for obtaining provider-reported vaccination histories about these children. Provider-reported vaccination histories are used to estimate vaccination coverage rates. In 1998, provider-reported vaccination histories were not obtained for 32.9% of children with a completed RDD interview. This report describes the statistical methods adopted in 1998 to reduce the bias in vaccination coverage estimates that could result from "vaccination history nonresponse," that is, differences between children for whom provider data was obtained and those for whom it was not obtained.

Methods: In the methods adopted in 1998, children with completed NIS RDD interviews are grouped into adjustment cells defined by their propensity to have adequate provider data. Sampling weights of children with adequate provider data are divided by the cell-specific weighted response rate to allow these children to represent all children in the cell.

Results: Using an "optimal" number of cells, the overall extent of bias reduction was 0.5%, suggesting that provider nonresponse bias was small. Authoritative literature suggests using five cells. No statistically significant differences were observed in vaccination coverage estimates when comparing estimates based on the "optimal" number of cells with five cells. Thus, five adjustment cells are used to reduce provider nonresponse bias in the NIS vaccination coverage estimates. No substantively important differences were observed between estimates based on the methodology used prior to 1998 and the methodology adopted in 1998.

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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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