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调查员-受访者年龄差异对人口与健康调查中性行为报告的影响:来自 21 个国家数据的分析。

The effect of interviewer-respondent age difference on the reporting of sexual activity in the Demographic and Health Surveys: Analysis of data from 21 countries.

机构信息

Spatial Sciences Institute, University of Southern California, Los Angeles, California, USA.

Georgetown University, Department of Mathematics and Statistics, Washington D.C., USA.

出版信息

J Glob Health. 2023 Jan 30;13:04002. doi: 10.7189/jogh.13.04002.

Abstract

BACKGROUND

Interviewer effects can have consequential impacts on survey data, particularly for reporting sensitive attitudes and behaviours such as sexual activity and drug use, yet these effects remain understudied in low- and middle-income countries. The Demographic and Health Surveys (DHS) present a unique opportunity to study interviewer effects on the self-report of sensitive topics in low- and middle-income countries by including interviewer characteristics data. This paper aims to narrow the gap in research on interviewer effects by studying the effects that age difference between interviewer and respondent and interviewer survey experience have on the reporting of ever having sexual intercourse.

METHODS

We used DHS data from 91 066 women and 56 336 men in 21 countries where the standard DHS was implemented among all women of reproductive age, and interviewer characteristics were included in the data set. Using a Bayesian cross-classified model with random intercepts for interviewer and cluster, we assessed whether the effect of an age difference of 10 years or greater was associated with a difference in self-report of ever having sexual intercourse, adjusting for respondent demographics.

RESULTS

There was a meaningful association between an age difference of greater than ten years and reporting of ever having had sexual intercourse in most countries for both genders after adjusting for interviewer age and experience, rural or urban cluster, and individual-level characteristics. Among women, the marginal posterior probability of reporting ever having sexual intercourse if the interviewer was ten years or more years older was lower for 17 of 19 countries (countries ranged from -12.50 to 3.90 percentage points). Among men, the marginal posterior probability was lower for 16 of 20 countries, ranging from -18.30 to 17.10 percentage points.

CONCLUSIONS

In most countries, women and men were less likely to report ever having sexual activity if the interviewer was ten or more years older than them, adjusting for potential confounders. These findings have important implications for interpreting numerous sexual health indicators, such as unmet family planning needs and human immunodeficiency virus (HIV)/acquired immunodeficiency syndrome (AIDS) risk. Survey administrators may consider more careful interviewer-respondent characteristic matching or novel approaches like Audio Computer Assisted Self Interview to minimize interviewer-induced variance.

摘要

背景

访员效应可能对调查数据产生重大影响,特别是在报告性行为和药物使用等敏感态度和行为方面,但这些效应在中低收入国家仍未得到充分研究。人口与健康调查(DHS)通过包含访员特征数据,为研究中低收入国家中访员效应对敏感话题自我报告的影响提供了独特的机会。本文旨在通过研究访员与受访者年龄差异以及访员调查经验对报告曾经发生过性行为的影响,缩小对访员效应研究的差距。

方法

我们使用了来自 21 个国家的 91066 名女性和 56336 名男性的 DHS 数据,这些国家都对所有育龄女性实施了标准的 DHS,并且数据集中包含了访员特征。我们使用贝叶斯交叉分类模型,对访员和簇进行随机截距,在调整受访者人口统计学特征的基础上,评估年龄差异 10 岁或以上是否与自我报告曾经发生过性行为的差异有关。

结果

在调整了访员年龄和经验、农村或城市集群以及个体特征后,对于大多数国家的两性来说,年龄差异大于 10 岁与报告曾经发生过性行为之间存在显著关联。在女性中,如果访员年长 10 岁或以上,报告曾经发生过性行为的边际后验概率在 19 个国家中的 17 个国家中较低(国家范围从-12.50 到 3.90 个百分点)。在男性中,在 20 个国家中的 16 个国家中,边际后验概率较低,范围从-18.30 到 17.10 个百分点。

结论

在大多数国家中,女性和男性如果访员比他们年长 10 岁或以上,报告曾经发生过性行为的可能性较小,在调整了潜在混杂因素后。这些发现对解释许多性健康指标具有重要意义,例如未满足的计划生育需求和人类免疫缺陷病毒(HIV)/获得性免疫缺陷综合征(AIDS)风险。调查管理人员可能会考虑更仔细的访员-受访者特征匹配,或采用音频计算机辅助自我访谈等新方法,以最大程度地减少访员引起的方差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/04c9/9850865/9cedb8ee68f6/jogh-13-04002-F1.jpg

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