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埃塞俄比亚西北部贡德尔中部地区5岁以下儿童腹泻发病率及相关气象因素的时空变化。一项回顾性时间序列研究。

Spatiotemporal variation of under-5 children diarrhea incidence and associated meteorological factors in central Gondar zone, Northwest Ethiopia. A retrospective time series study.

作者信息

Yitageasu Gelila, Feleke Hailemariam, Andualem Zewudu, Asrat Kidist, Demoze Lidetu, Gizaw Zemichael

机构信息

Department of Environmental and Occupational Health and Safety, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.

出版信息

BMC Infect Dis. 2025 Mar 19;25(1):380. doi: 10.1186/s12879-025-10772-2.

Abstract

Under-5 children's diarrhea is a significant public health threat, and the World Health Organization (WHO) reported that it is the second leading cause of children's death worldwide. In this study area, little is known about the spatiotemporal distribution of under-5 children's diarrhea incidence rates. Therefore, this study was conducted to assess the spatiotemporal variation under-5 diarrhea incidence and associated meteorological factors in the Central Gondar Zone. The data for under-5 diarrhea were obtained from Central Gondar Zone Health Department diarrhea reports from January 2013 to December 2022. Climatic variables were obtained from the West Amhara Meteorological Agency. Every district was covered and given a geocode. The spatial data were created in ArcGIS 10.8.1. Global and local spatial autocorrelation were used to detect hot spots. The Poisson model, which applies the Kulldorff methods and SaTScan™9.6, was used to analyze the purely temporal, spatial, and space-time clusters. Spearman correlation and bivariate and multivariable negative binomial regressions were used to analyze the relationships between under-5 diarrhea cases and climatic factors. This study revealed spatial variation in the incidence of under-5 diarrhea, where Dembia, Gondar Zuria, and Chilga districts and Gondar Zuria, East Dembia, and Lay Armacho districts were high-rate spatial clusters between 2013 and 2018 and between 2019 and 2022, respectively. A temporal scan statistic identified 2014-2016 and 2020-2021 as risk periods across all districts. Spatiotemporal scan statistics revealed high-rate clusters in Dembia, Gondar Zuria, Chilga, Wegera, Alefa, Lay Armacho, and West Belesa between 2013 and 2018, and Gondar City, Gondar Zuria, East Dembia, Lay Armacho, and Alefa between 2019 and 2022. This study also revealed positive correlations between the number of individuals with under-5 diarrhea and the average monthly temperature at 0 and 2 lag months, with values of 1.0209 (1.0034-1.0387) and 1.0202 (1.0022-1.0385), respectively. In addition, there was a negative correlation between the number of under-5 diarrhea events and the average monthly rainfall at 0 and 2 lag months, with values of 0.999 (0.9985-0.9996) and 0.9992 (0.9987-0.9997), respectively. In conclusion, there has been spatiotemporal variability in the incidence of diarrhea in children under-5 years of age in the Central Gondar Zone. The mean monthly temperature and rainfall were positively and negatively related to the incidence of diarrhea in children under-5 years of age. Season-specific intervention strategies should be developed to reduce under-5 morbidity and mortality.

摘要

5岁以下儿童腹泻是一个重大的公共卫生威胁,世界卫生组织(WHO)报告称,它是全球儿童死亡的第二大主要原因。在该研究区域,人们对5岁以下儿童腹泻发病率的时空分布知之甚少。因此,本研究旨在评估贡德尔中部地区5岁以下儿童腹泻发病率的时空变化以及相关气象因素。5岁以下儿童腹泻的数据来自贡德尔中部地区卫生部门2013年1月至2022年12月的腹泻报告。气候变量来自西阿姆哈拉气象局。每个地区都被覆盖并赋予了地理编码。空间数据是在ArcGIS 10.8.1中创建的。使用全局和局部空间自相关来检测热点。采用应用库尔道夫方法和SaTScan™9.6的泊松模型来分析纯时间、空间和时空聚类。使用斯皮尔曼相关性以及双变量和多变量负二项回归来分析5岁以下儿童腹泻病例与气候因素之间的关系。本研究揭示了5岁以下儿童腹泻发病率的空间差异,其中登比亚、贡德尔祖里亚和奇尔加地区以及贡德尔祖里亚、东登比亚和莱阿尔马乔地区分别在2013年至2018年和2019年至2022年期间是高发病率空间聚类。时间扫描统计确定2014 - 2016年和2020 - 2021年为所有地区的风险期。时空扫描统计显示,2013年至2018年期间,登比亚、贡德尔祖里亚、奇尔加、韦盖拉、阿莱法、莱阿尔马乔和西贝莱萨存在高发病率聚类,2019年至2022年期间,贡德尔市、贡德尔祖里亚、东登比亚、莱阿尔马乔和阿莱法存在高发病率聚类。本研究还揭示了5岁以下腹泻儿童数量与滞后0个月和2个月的月平均温度之间存在正相关,值分别为1.0209(1.0034 - 1.0387)和1.0202(1.0022 - 1.0385)。此外,5岁以下腹泻事件数量与滞后0个月和2个月的月平均降雨量之间存在负相关,值分别为0.999(0.9985 - 0.9996)和0.9992(0.9987 - 0.9997)。总之,贡德尔中部地区5岁以下儿童腹泻发病率存在时空变异性。月平均温度和降雨量分别与5岁以下儿童腹泻发病率呈正相关和负相关。应制定针对特定季节的干预策略,以降低5岁以下儿童的发病率和死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ddf3/11921492/f4ece2e2f181/12879_2025_10772_Fig1_HTML.jpg

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