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Child Mortality Estimation: Methods Used to Adjust for Bias due to AIDS in Estimating Trends in Under-Five Mortality

机译:儿童死亡率估计:用于估计5岁以下儿童死亡率趋势的艾滋病调整偏见的方法

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摘要

In most low- and middle-income countries, child mortality is estimated from data provided by mothers concerning the survival of their children using methods that assume no correlation between the mortality risks of the mothers and those of their children. This assumption is not valid for populations with generalized HIV epidemics, however, and in this review, we show how the United Nations Inter-agency Group for Child Mortality Estimation (UN IGME) uses a cohort component projection model to correct for AIDS-related biases in the data used to estimate trends in under-five mortality. In this model, births in a given year are identified as occurring to HIV-positive or HIV-negative mothers, the lives of the infants and mothers are projected forward using survivorship probabilities to estimate survivors at the time of a given survey, and the extent to which excess mortality of children goes unreported because of the deaths of HIV-infected mothers prior to the survey is calculated. Estimates from the survey for past periods can then be adjusted for the estimated bias. The extent of the AIDS-related bias depends crucially on the dynamics of the HIV epidemic, on the length of time before the survey that the estimates are made for, and on the underlying non-AIDS child mortality. This simple methodology (which does not take into account the use of effective antiretroviral interventions) gives results qualitatively similar to those of other studies.
机译:在大多数低收入和中等收入国家,儿童死亡率是根据母亲提供的有关其子女生存状况的数据估算得出的,所采用的方法假定母亲及其子女的死亡风险之间没有相关性。但是,该假设对具有普遍性HIV流行病的人群无效,在本次审查中,我们展示了联合国儿童死亡率估计机构间小组(UN IGME)如何使用队列成分预测模型来纠正与艾滋病相关的偏见用来估计五岁以下儿童死亡率趋势的数据。在此模型中,将特定年份的出生确定为HIV阳性或HIV阴性的母亲,并使用生存概率在给定调查时估算幸存者,并预测婴儿和母亲的生命。在调查之前,由于艾滋病毒感染母亲的死亡,未报告儿童的超额死亡率。然后可以针对过去的偏差对调查得出的估计值进行调整以适应估计的偏差。与艾滋病有关的偏见程度在很大程度上取决于艾滋病毒流行的动态,估计之前进行调查的时间长短以及潜在的非艾滋病儿童死亡率。这种简单的方法(未考虑有效的抗逆转录病毒干预措施的使用)得出的结果在质量上与其他研究相似。

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