Xerxes Seposo, Aden Kay Celis-Seposo, Athicha Uttajug, Muhammad Abdul Basit Ahmad Tajudin, Kayo Ueda
{"title":"产前干旱暴露对32个低收入和中等收入国家5岁以下儿童发育迟缓的影响:利用人口和健康调查进行的全球分析。","authors":"Xerxes Seposo, Aden Kay Celis-Seposo, Athicha Uttajug, Muhammad Abdul Basit Ahmad Tajudin, Kayo Ueda","doi":"10.1186/s12940-025-01215-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Child stunting affects a substantial number of children globally, with an estimated 149 million worldwide. Environmental factors, including poor nutrition, household environment, inadequate sanitation, and meteorological variables have also significantly contributed to child stunting. Apart from temperature and rainfall, large-scale events such as drought have been found to influence the risk of stunting. While previous studies focused on post-natal drought, this research investigates the impact of pre-natal drought on childhood stunting in low- and middle-income countries.</p><p><strong>Methods: </strong>We used nationally representative survey data of under 5 stunted children collected between 2013 and 2019 from Demographic and Health Survey (DHS) surveys for 32 low-income to middle-income countries in combination with high-resolution weather data from ERA5-Land climate re-analysis in generating the drought index (Standardized Precipitation-Evapotranspiration Index) that was then classified into various pre-natal and post-natal exposure periods. We used a generalized additive mixed-effect multivariable logistic regression modelling approach to assess the association between pre-natal drought and the risk of stunting.</p><p><strong>Results: </strong>In examining the association between pre-natal drought exposure and under-5 child stunting, we analyzed a total of 284,702 children with geolocated, anthropometric data, composed of 147,448 (51%) girls and 137,254 (49%) boys. Pre-natal (or pre-natal) drought exposure on a long-term time scale increased the risk of under-5 stunting by 2.07% (95% CI: 0.48%, 3.63%). Pre-natal drought exposure particularly in the second and third trimesters were associated with 1.76% (95% CI: 0.22%, 3.27%) and 1.60% (95% CI: 0.15%, 3.02%) increase in the risk of under-5 childhood stunting, respectively. We found marginally significant association between the first trimester pre-natal drought exposure and the risk of stunting (1.53%; 95% CI: -0.13, 3.16%).</p><p><strong>Conclusion: </strong>Our large-scale population study of 32 LMICs has found that pre-natal drought exposure was significantly associated with under-5 child stunting, with pronounced risks during the second and third trimesters exposures. Drought plays a significant role in exacerbating child stunting, underscoring the necessity for effective drought management strategies and interventions to safeguard child nutrition and development.</p>","PeriodicalId":11686,"journal":{"name":"Environmental Health","volume":"24 1","pages":"61"},"PeriodicalIF":5.3000,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12398054/pdf/","citationCount":"0","resultStr":"{\"title\":\"Impact of prenatal drought exposures on under-5 childhood stunting in 32 low-and-middle-income countries: a global analysis using demographic and health survey.\",\"authors\":\"Xerxes Seposo, Aden Kay Celis-Seposo, Athicha Uttajug, Muhammad Abdul Basit Ahmad Tajudin, Kayo Ueda\",\"doi\":\"10.1186/s12940-025-01215-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Child stunting affects a substantial number of children globally, with an estimated 149 million worldwide. Environmental factors, including poor nutrition, household environment, inadequate sanitation, and meteorological variables have also significantly contributed to child stunting. Apart from temperature and rainfall, large-scale events such as drought have been found to influence the risk of stunting. While previous studies focused on post-natal drought, this research investigates the impact of pre-natal drought on childhood stunting in low- and middle-income countries.</p><p><strong>Methods: </strong>We used nationally representative survey data of under 5 stunted children collected between 2013 and 2019 from Demographic and Health Survey (DHS) surveys for 32 low-income to middle-income countries in combination with high-resolution weather data from ERA5-Land climate re-analysis in generating the drought index (Standardized Precipitation-Evapotranspiration Index) that was then classified into various pre-natal and post-natal exposure periods. We used a generalized additive mixed-effect multivariable logistic regression modelling approach to assess the association between pre-natal drought and the risk of stunting.</p><p><strong>Results: </strong>In examining the association between pre-natal drought exposure and under-5 child stunting, we analyzed a total of 284,702 children with geolocated, anthropometric data, composed of 147,448 (51%) girls and 137,254 (49%) boys. Pre-natal (or pre-natal) drought exposure on a long-term time scale increased the risk of under-5 stunting by 2.07% (95% CI: 0.48%, 3.63%). Pre-natal drought exposure particularly in the second and third trimesters were associated with 1.76% (95% CI: 0.22%, 3.27%) and 1.60% (95% CI: 0.15%, 3.02%) increase in the risk of under-5 childhood stunting, respectively. We found marginally significant association between the first trimester pre-natal drought exposure and the risk of stunting (1.53%; 95% CI: -0.13, 3.16%).</p><p><strong>Conclusion: </strong>Our large-scale population study of 32 LMICs has found that pre-natal drought exposure was significantly associated with under-5 child stunting, with pronounced risks during the second and third trimesters exposures. Drought plays a significant role in exacerbating child stunting, underscoring the necessity for effective drought management strategies and interventions to safeguard child nutrition and development.</p>\",\"PeriodicalId\":11686,\"journal\":{\"name\":\"Environmental Health\",\"volume\":\"24 1\",\"pages\":\"61\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-08-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12398054/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Health\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1186/s12940-025-01215-1\",\"RegionNum\":2,\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Health","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1186/s12940-025-01215-1","RegionNum":2,"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}
Impact of prenatal drought exposures on under-5 childhood stunting in 32 low-and-middle-income countries: a global analysis using demographic and health survey.
Background: Child stunting affects a substantial number of children globally, with an estimated 149 million worldwide. Environmental factors, including poor nutrition, household environment, inadequate sanitation, and meteorological variables have also significantly contributed to child stunting. Apart from temperature and rainfall, large-scale events such as drought have been found to influence the risk of stunting. While previous studies focused on post-natal drought, this research investigates the impact of pre-natal drought on childhood stunting in low- and middle-income countries.
Methods: We used nationally representative survey data of under 5 stunted children collected between 2013 and 2019 from Demographic and Health Survey (DHS) surveys for 32 low-income to middle-income countries in combination with high-resolution weather data from ERA5-Land climate re-analysis in generating the drought index (Standardized Precipitation-Evapotranspiration Index) that was then classified into various pre-natal and post-natal exposure periods. We used a generalized additive mixed-effect multivariable logistic regression modelling approach to assess the association between pre-natal drought and the risk of stunting.
Results: In examining the association between pre-natal drought exposure and under-5 child stunting, we analyzed a total of 284,702 children with geolocated, anthropometric data, composed of 147,448 (51%) girls and 137,254 (49%) boys. Pre-natal (or pre-natal) drought exposure on a long-term time scale increased the risk of under-5 stunting by 2.07% (95% CI: 0.48%, 3.63%). Pre-natal drought exposure particularly in the second and third trimesters were associated with 1.76% (95% CI: 0.22%, 3.27%) and 1.60% (95% CI: 0.15%, 3.02%) increase in the risk of under-5 childhood stunting, respectively. We found marginally significant association between the first trimester pre-natal drought exposure and the risk of stunting (1.53%; 95% CI: -0.13, 3.16%).
Conclusion: Our large-scale population study of 32 LMICs has found that pre-natal drought exposure was significantly associated with under-5 child stunting, with pronounced risks during the second and third trimesters exposures. Drought plays a significant role in exacerbating child stunting, underscoring the necessity for effective drought management strategies and interventions to safeguard child nutrition and development.
期刊介绍:
Environmental Health publishes manuscripts on all aspects of environmental and occupational medicine and related studies in toxicology and epidemiology.
Environmental Health is aimed at scientists and practitioners in all areas of environmental science where human health and well-being are involved, either directly or indirectly. Environmental Health is a public health journal serving the public health community and scientists working on matters of public health interest and importance pertaining to the environment.