{"title":"Precipitation, temperature, and child undernutrition: evidence from the Mali demographic and health surveys 2012-2013 and 2018.","authors":"Yusuke Kamiya, Takaaki Kishida, Mariam Tanou","doi":"10.1186/s41043-025-00808-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Undernutrition among children remains a severe burden in Sub-Saharan Africa. Climate change is widely recognized as a major obstacle to improving children's nutritional outcomes. Mali, a landlocked country in West Africa, has one of the highest prevalence of child undernutrition in the region and is also considered one of the most vulnerable nations to climate change globally. This study, therefore, aimed to assess the effects of precipitation and temperature on child undernutrition in Mali, with a focus on climatic differences between the southern and northern regions.</p><p><strong>Methods: </strong>We pooled the two most recent cross-sectional datasets from the Mali Demographic and Health Surveys (DHS) 2012-2013 and DHS 2018, integrating them with climatic variables at the DHS cluster level. The study included data from 12,281 children under five years of age. Precipitation and temperature data were extracted from the Advancing Research on Nutrition and Agriculture's DHS-Geographical Information System database, which provides a comprehensive range of climatic and geographic variables at the DHS cluster level. We assessed the effects of precipitation and temperature over periods of three months, six months, one year, and two years before the survey on child undernutrition using multivariable multilevel logistic regression models.</p><p><strong>Results: </strong>In southern Mali, 25.0% of children under five were stunted (95% CI 23.7-26.3%), 24.9% were underweight (95% CI 23.7-26.1%), and 9.3% were wasted (95% CI 8.5-10.1%). In northern Mali, the prevalence rates were higher: 29.6% for stunting (95% CI 27.0-32.1%), 28.7% for underweight (95% CI 26.0-31.3%), and 10.5% for wasting (95% CI 8.8-12.3%). From the pooled data analysis, we found that higher average monthly rainfall over the last three months (AOR = 0.977, p = 0.012) and six months (AOR = 0.974, p = 0.003) preceding the survey was significantly associated with lower odds of wasting in northern Mali, predominantly comprising desert areas. Moreover, in addition to reducing wasting, rainfall over the one year (AOR = 0.985, p = 0.010) and two years (AOR = 0.984, p = 0.009) prior to the survey showed a significant effect in reducing the odds of underweight among children in the north.</p><p><strong>Conclusions: </strong>Increased precipitation had a beneficial effect on children's nutritional status, particularly in the northern part of Mali, where water scarcity is a persistent challenge. Amid growing concerns about declining rainfall due to climate change, the risk of child undernutrition is expected to rise in the northern part. To address this escalating threat, it is crucial to implement effective and timely measures to mitigate the impacts of climate change and improve children's nutrition.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"44 1","pages":"68"},"PeriodicalIF":2.4000,"publicationDate":"2025-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11887182/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Health, Population, and Nutrition","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s41043-025-00808-3","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Undernutrition among children remains a severe burden in Sub-Saharan Africa. Climate change is widely recognized as a major obstacle to improving children's nutritional outcomes. Mali, a landlocked country in West Africa, has one of the highest prevalence of child undernutrition in the region and is also considered one of the most vulnerable nations to climate change globally. This study, therefore, aimed to assess the effects of precipitation and temperature on child undernutrition in Mali, with a focus on climatic differences between the southern and northern regions.
Methods: We pooled the two most recent cross-sectional datasets from the Mali Demographic and Health Surveys (DHS) 2012-2013 and DHS 2018, integrating them with climatic variables at the DHS cluster level. The study included data from 12,281 children under five years of age. Precipitation and temperature data were extracted from the Advancing Research on Nutrition and Agriculture's DHS-Geographical Information System database, which provides a comprehensive range of climatic and geographic variables at the DHS cluster level. We assessed the effects of precipitation and temperature over periods of three months, six months, one year, and two years before the survey on child undernutrition using multivariable multilevel logistic regression models.
Results: In southern Mali, 25.0% of children under five were stunted (95% CI 23.7-26.3%), 24.9% were underweight (95% CI 23.7-26.1%), and 9.3% were wasted (95% CI 8.5-10.1%). In northern Mali, the prevalence rates were higher: 29.6% for stunting (95% CI 27.0-32.1%), 28.7% for underweight (95% CI 26.0-31.3%), and 10.5% for wasting (95% CI 8.8-12.3%). From the pooled data analysis, we found that higher average monthly rainfall over the last three months (AOR = 0.977, p = 0.012) and six months (AOR = 0.974, p = 0.003) preceding the survey was significantly associated with lower odds of wasting in northern Mali, predominantly comprising desert areas. Moreover, in addition to reducing wasting, rainfall over the one year (AOR = 0.985, p = 0.010) and two years (AOR = 0.984, p = 0.009) prior to the survey showed a significant effect in reducing the odds of underweight among children in the north.
Conclusions: Increased precipitation had a beneficial effect on children's nutritional status, particularly in the northern part of Mali, where water scarcity is a persistent challenge. Amid growing concerns about declining rainfall due to climate change, the risk of child undernutrition is expected to rise in the northern part. To address this escalating threat, it is crucial to implement effective and timely measures to mitigate the impacts of climate change and improve children's nutrition.
背景:儿童营养不良仍然是撒哈拉以南非洲地区的一个严重负担。气候变化被广泛认为是改善儿童营养状况的主要障碍。马里是西非的一个内陆国家,是该地区儿童营养不良发生率最高的国家之一,也被认为是全球最容易受到气候变化影响的国家之一。因此,这项研究旨在评估降水和温度对马里儿童营养不良的影响,重点关注南部和北部地区的气候差异。方法:我们汇集了马里人口与健康调查(DHS) 2012-2013年和DHS 2018年的两个最新横截面数据集,并将其与DHS集群水平的气候变量进行整合。该研究包括12281名5岁以下儿童的数据。降水和温度数据从营养与农业前沿研究的国土安全部地理信息系统数据库中提取,该数据库提供了国土安全部集群级别的全面气候和地理变量。我们使用多变量多水平逻辑回归模型评估了调查前三个月、六个月、一年和两年的降水和温度对儿童营养不良的影响。结果:在马里南部,25.0%的5岁以下儿童发育迟缓(95% CI 23.7-26.3%), 24.9%的儿童体重不足(95% CI 23.7-26.1%), 9.3%的儿童消瘦(95% CI 8.5-10.1%)。在马里北部,患病率更高:发育迟缓29.6% (95% CI 27.0-32.1%),体重不足28.7% (95% CI 26.0-31.3%),消瘦10.5% (95% CI 8.8-12.3%)。从汇总数据分析中,我们发现调查前三个月(AOR = 0.977, p = 0.012)和六个月(AOR = 0.974, p = 0.003)较高的月平均降雨量与马里北部(主要包括沙漠地区)较低的浪费率显著相关。此外,除了减少消瘦外,调查前一年(AOR = 0.985, p = 0.010)和两年(AOR = 0.984, p = 0.009)的降雨量对减少北方儿童体重不足的几率有显著影响。结论:降水增加对儿童的营养状况产生了有益的影响,特别是在马里北部,那里的水资源短缺是一个持续的挑战。随着人们对气候变化导致的降雨量减少的担忧日益加剧,预计北部地区儿童营养不良的风险将上升。为了应对这一不断升级的威胁,必须及时采取有效措施,减轻气候变化的影响,改善儿童的营养状况。
期刊介绍:
Journal of Health, Population and Nutrition brings together research on all aspects of issues related to population, nutrition and health. The journal publishes articles across a broad range of topics including global health, maternal and child health, nutrition, common illnesses and determinants of population health.