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比较三种快速家庭调查抽样方法,以评估巴基斯坦城市周边地区的疫苗接种覆盖率。

Comparison of three rapid household survey sampling methods for vaccination coverage assessment in a peri-urban setting in Pakistan.

机构信息

Department of International Health, International Vaccine Access Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Maternal and Child Health Team, Interactive Research and Development, Karachi, Pakistan.

出版信息

Int J Epidemiol. 2019 Apr 1;48(2):583-595. doi: 10.1093/ije/dyy263.

Abstract

BACKGROUND

Household surveys are an essential tool for vaccine coverage monitoring in developing countries, and the World Health Organization (WHO) Expanded Program on Immunization (EPI) cluster survey design has been a default choice for decades. In response to methodological limitations of the traditional EPI sampling, alternative methods have been proposed, based on modern statistical and geographical techniques. This study compared the coverage estimates and the time efficiency of the EPI sampling design and two alternative methods: the compact segment sampling and innovative grid-based geographical information system (GIS) sampling.

METHODS

We conducted a series of equal-sized concurrent prospective vaccine coverage surveys in Karachi, Pakistan, from January to December 2016, using traditional EPI, compact segment and grid-based GIS sampling methods.

RESULTS

No differences in vaccine coverage estimates were identified across sampling methods in the peri-urban setting; however, due to stronger clustering effects and correct incorporation of sampling weights, the compact segment [design effect (DEFF) = 2.03] and the grid-based GIS surveys (DEFF = 1.72) had higher design effects and, therefore, appeared to have lower statistical precision than the traditional EPI surveys (DEFF = 1.57). To achieve the same level of apparent precision, data collection activities in the compact segment surveys would require more than twice the implementation time needed compared with the traditional EPI surveys.

CONCLUSIONS

The precision of the EPI surveys appeared higher than that of the alternative methods because, under a questionable self-weighting assumption, the estimated design effect did not account for variable sampling weights. The compact segment and grid-based GIS methods were designed to improve randomness and representativeness of sampling households. Although these alternative methods did not result in coverage estimates that differed from the EPI survey results in the peri-urban setting, they have a lower risk of selection bias and therefore may be preferred.

摘要

背景

家庭调查是发展中国家疫苗接种率监测的重要工具,世界卫生组织(WHO)扩大免疫规划(EPI)整群抽样设计已成为几十年来的默认选择。针对传统 EPI 抽样方法的方法学局限性,已经提出了基于现代统计和地理技术的替代方法。本研究比较了 EPI 抽样设计和两种替代方法(紧密段抽样和创新网格地理信息系统(GIS)抽样)的覆盖估计和时间效率。

方法

我们于 2016 年 1 月至 12 月在巴基斯坦卡拉奇市进行了一系列大小相等的同期疫苗覆盖情况前瞻性调查,使用传统 EPI、紧密段和基于网格的 GIS 抽样方法。

结果

在城市周边环境中,各种抽样方法的疫苗覆盖率估计值没有差异;然而,由于更强的聚类效应和正确纳入抽样权重,紧密段[设计效应(DEFF)= 2.03]和基于网格的 GIS 调查(DEFF = 1.72)具有更高的设计效应,因此,与传统 EPI 调查(DEFF = 1.57)相比,它们的统计精度似乎较低。为了达到相同的明显精度水平,与传统 EPI 调查相比,在紧密段调查中进行数据收集活动所需的实施时间将超过两倍。

结论

EPI 调查的精度似乎高于替代方法,因为在可疑的自我加权假设下,估计的设计效应没有考虑到可变的抽样权重。紧密段和基于网格的 GIS 方法旨在提高抽样家庭的随机性和代表性。尽管这些替代方法在城市周边环境中没有导致与 EPI 调查结果不同的覆盖估计值,但它们的选择偏差风险较低,因此可能更受欢迎。

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