El Niño–Southern Oscillation and Diarrhea Risk among Young Children in Low- and Middle-Income Countries

IF 10.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Guoao Li,Bo Lu,Mengjie Geng,Haitao Wang,Qi Zhao,Jie Yan,Wei Ma
{"title":"El Niño–Southern\nOscillation and Diarrhea\nRisk among Young Children in Low- and Middle-Income Countries","authors":"Guoao Li,Bo Lu,Mengjie Geng,Haitao Wang,Qi Zhao,Jie Yan,Wei Ma","doi":"10.1021/ehp.6c00005","DOIUrl":null,"url":null,"abstract":"Abstract Background: Diarrhea in children is a climate-sensitive disease that causes a large disease burden worldwide, while the impact of El Niño–Southern Oscillation (ENSO) remains unclear. Objectives: This study aimed to evaluate the diarrhea risk among children associated with ENSO in low- and middle-income countries. Methods: Individual data on 1,340,334 children under five years of age were collected from 53 low- and middle-income countries from the Demographic and Health Surveys Program during 2005–2019, including information on diarrhea, demographic characteristics, cluster location, water, sanitation, and hygiene (WASH). ENSO indexes (E and C index) were calculated with sea surface temperature through Empirical Orthogonal Function analysis. Teleconnection (τE and τC) of the locations where the cluster sites were located was calculated based on population-weighted temperature and total precipitation. For each location, ENSO exposure (El Niño and La Niña strength) were calculated by month-specific ENSO indexes and its teleconnection, respectively. A binomial generalized linear mixed-effects model was used to explore the association between ENSO exposure and diarrhea risk in children. Results: Odds ratios of diarrhea in children were 1.032 (95%CI: 1.025, 1.040) and 0.977 (95%CI: 0.971, 0.984) for each standard deviation increase in El Niño and La Niña strength, respectively. The effect size of El Niño was greater for children in rural areas [OR: 1.042 (95%CI: 1.033, 1.052)] and low-income households [OR: 1.047 (95%CI: 1.035, 1.060)]. The association between El Niño and diarrhea risk was stronger among those with unimproved toilet facilities and source of drinking water compared to those with improved conditions, while associations were similar by other WASH conditions, and La Niña showed similar results in the subgroup analyses. Discussion: This multicountry study indicates an association between ENSO and the diarrhea risk in children under five years globally. Our findings will benefit international prevention and control policy development for diarrhea in children to immediately reduce ENSO-related impacts.","PeriodicalId":11862,"journal":{"name":"Environmental Health Perspectives","volume":"1 1","pages":""},"PeriodicalIF":10.9000,"publicationDate":"2026-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Health Perspectives","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1021/ehp.6c00005","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract Background: Diarrhea in children is a climate-sensitive disease that causes a large disease burden worldwide, while the impact of El Niño–Southern Oscillation (ENSO) remains unclear. Objectives: This study aimed to evaluate the diarrhea risk among children associated with ENSO in low- and middle-income countries. Methods: Individual data on 1,340,334 children under five years of age were collected from 53 low- and middle-income countries from the Demographic and Health Surveys Program during 2005–2019, including information on diarrhea, demographic characteristics, cluster location, water, sanitation, and hygiene (WASH). ENSO indexes (E and C index) were calculated with sea surface temperature through Empirical Orthogonal Function analysis. Teleconnection (τE and τC) of the locations where the cluster sites were located was calculated based on population-weighted temperature and total precipitation. For each location, ENSO exposure (El Niño and La Niña strength) were calculated by month-specific ENSO indexes and its teleconnection, respectively. A binomial generalized linear mixed-effects model was used to explore the association between ENSO exposure and diarrhea risk in children. Results: Odds ratios of diarrhea in children were 1.032 (95%CI: 1.025, 1.040) and 0.977 (95%CI: 0.971, 0.984) for each standard deviation increase in El Niño and La Niña strength, respectively. The effect size of El Niño was greater for children in rural areas [OR: 1.042 (95%CI: 1.033, 1.052)] and low-income households [OR: 1.047 (95%CI: 1.035, 1.060)]. The association between El Niño and diarrhea risk was stronger among those with unimproved toilet facilities and source of drinking water compared to those with improved conditions, while associations were similar by other WASH conditions, and La Niña showed similar results in the subgroup analyses. Discussion: This multicountry study indicates an association between ENSO and the diarrhea risk in children under five years globally. Our findings will benefit international prevention and control policy development for diarrhea in children to immediately reduce ENSO-related impacts.
El Niño-SouthernOscillation和低收入和中等收入国家幼儿腹泻风险
背景:儿童腹泻是一种气候敏感疾病,在世界范围内造成了巨大的疾病负担,而El Niño-Southern涛动(ENSO)的影响尚不清楚。目的:本研究旨在评估中低收入国家与ENSO相关的儿童腹泻风险。方法:从2005-2019年的人口与健康调查项目中收集了来自53个低收入和中等收入国家的1340334名5岁以下儿童的个人数据,包括腹泻、人口特征、集群位置、水、环境卫生和个人卫生(WASH)等信息。通过经验正交函数分析,计算了海表温度对ENSO指数(E和C指数)的影响。在种群加权温度和总降水量的基础上,计算了集群所在位置的遥相关(τE和τC)。对于每个地点,ENSO暴露(El Niño和La Niña强度)分别通过特定月份的ENSO指数及其遥相关来计算。采用二项广义线性混合效应模型探讨ENSO暴露与儿童腹泻风险之间的关系。结果:El Niño和La Niña强度每增加一个标准差,儿童腹泻的优势比分别为1.032 (95%CI: 1.025, 1.040)和0.977 (95%CI: 0.971, 0.984)。El Niño的效应量在农村儿童[OR: 1.042 (95%CI: 1.033, 1.052)]和低收入家庭儿童[OR: 1.047 (95%CI: 1.035, 1.060)]中更大。与条件改善的人群相比,未改善厕所设施和饮用水来源的人群中,El Niño与腹泻风险之间的关联更强,而其他WASH条件下的关联相似,La Niña在亚组分析中显示出类似的结果。讨论:这项多国研究表明,ENSO与全球5岁以下儿童腹泻风险之间存在关联。我们的研究结果将有利于国际预防和控制儿童腹泻政策的制定,以立即减少enso相关的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Health Perspectives
Environmental Health Perspectives 环境科学-公共卫生、环境卫生与职业卫生
CiteScore
14.40
自引率
2.90%
发文量
388
审稿时长
6 months
期刊介绍: Environmental Health Perspectives (EHP) is a monthly peer-reviewed journal supported by the National Institute of Environmental Health Sciences, part of the National Institutes of Health under the U.S. Department of Health and Human Services. Its mission is to facilitate discussions on the connections between the environment and human health by publishing top-notch research and news. EHP ranks third in Public, Environmental, and Occupational Health, fourth in Toxicology, and fifth in Environmental Sciences.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书