Variation in under-5 mortality attributable to anomalous precipitation during El Niño–Southern Oscillation cycles: Assessment of the intertemporal inequality in child health

IF 8.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Tao Xue , Jingyi Wu , Fangzhou Li , Mingkun Tong , Hengyi Liu , Wulin Yang , Pengfei Li
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引用次数: 0

Abstract

Objective

To explore the health effect of anomalous precipitation on deaths among children younger than 5 years (under-5 deaths) in low- and middle-income countries (LMICs).

Methods

Based on a sample of 1.6 million children from 56 LMICs, we conducted a sibling-matched Cox regression model to examine the association between under-5 deaths and anomalous precipitation in annual average. We established a nonlinear exposure–response function to characterize heterogeneity in the association, and checked its robustness by conducting a few sensitivity analyses. To illustrate absolute risks embedded in the complex climate-health linkage, across 100 LMICs, we calculated burden of under-5 deaths attributable to anomalous precipitation, and showed how the burden varied with the El Niño–Southern Oscillation (ENSO), a well-known predictable climate pattern affecting the rainfall cycle. We focused on the intertemporal inequality in the attributable burden.

Results

The epidemiological analyses showed a robust negative association between anomalous precipitation and under-5 deaths for arid areas, and a potentially positive association for humid areas. The anomalous precipitation was significantly associated to an intertemporal inequality in under-5 mortality. Across the 100 LMICs, 26.7% or 134 million under-5 children lived in ENSO-sensitive areas. Among them, anomalous rainfall decreased under-5 deaths by 46,246 (CI: 24,599–68,703) during an El Niño year (October 2015 to September 2016), and increased under-5 deaths by 77,505 (CI: 55,890–99,815) during a La Niña year (March 2008 to February 2009) across the 100 LMICs.

Conclusion

Anomalous precipitation can lead to intertemporal inequality in child health. Healthcare resources should be allocated according to predicted variability in precipitation, such as ENSO-mediated extreme rainfall.

厄尔尼诺-南方涛动周期期间异常降水导致的 5 岁以下儿童死亡率变化:评估儿童健康的时际不平等
目的 探讨异常降水对中低收入国家 5 岁以下儿童死亡(5 岁以下儿童死亡)的健康影响。方法 我们以 56 个中低收入国家的 160 万儿童为样本,采用同胞匹配的 Cox 回归模型研究了 5 岁以下儿童死亡与年均异常降水之间的关联。我们建立了一个非线性暴露-反应函数来描述关联中的异质性,并通过进行一些敏感性分析来检验其稳健性。为了说明复杂的气候-健康联系中蕴含的绝对风险,我们在 100 个低收入和中等收入国家计算了异常降水造成的 5 岁以下儿童死亡负担,并展示了这一负担如何随厄尔尼诺-南方涛动(ENSO)的变化而变化,厄尔尼诺-南方涛动是影响降雨周期的众所周知的可预测气候模式。结果流行病学分析表明,在干旱地区,异常降水与 5 岁以下儿童死亡之间存在密切的负相关关系,而在潮湿地区则可能存在正相关关系。异常降水与 5 岁以下儿童死亡率的时际不平等有显著关联。在 100 个低收入和中等收入国家中,有 26.7% 或 1.34 亿 5 岁以下儿童生活在厄尔尼诺/南方涛动敏感地区。其中,在厄尔尼诺年(2015 年 10 月至 2016 年 9 月)期间,异常降雨使 100 个低收入和中等收入国家的 5 岁以下儿童死亡人数减少了 46,246 人(CI:24,599-68,703),而在拉尼娜年(2008 年 3 月至 2009 年 2 月)期间,5 岁以下儿童死亡人数增加了 77,505 人(CI:55,890-99,815)。应根据预测的降水量变化,如厄尔尼诺/南方涛动引起的极端降雨,分配医疗保健资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Global Environmental Change
Global Environmental Change 环境科学-环境科学
CiteScore
18.20
自引率
2.20%
发文量
146
审稿时长
12 months
期刊介绍: Global Environmental Change is a prestigious international journal that publishes articles of high quality, both theoretically and empirically rigorous. The journal aims to contribute to the understanding of global environmental change from the perspectives of human and policy dimensions. Specifically, it considers global environmental change as the result of processes occurring at the local level, but with wide-ranging impacts on various spatial, temporal, and socio-political scales. In terms of content, the journal seeks articles with a strong social science component. This includes research that examines the societal drivers and consequences of environmental change, as well as social and policy processes that aim to address these challenges. While the journal covers a broad range of topics, including biodiversity and ecosystem services, climate, coasts, food systems, land use and land cover, oceans, urban areas, and water resources, it also welcomes contributions that investigate the drivers, consequences, and management of other areas affected by environmental change. Overall, Global Environmental Change encourages research that deepens our understanding of the complex interactions between human activities and the environment, with the goal of informing policy and decision-making.
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