Spatial distribution and determinants of unimproved sources of drinking water among Somali households: spatial and multilevel analysis using nationwide survey data.
Mohamed A Hussein, Abdikadir N Abdi, Abdirashid M Yousuf, Saralees Nadarajah, Hodo Abdikarim, Abdisalam Hassan Muse
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引用次数: 0
Abstract
Access to safe drinking water, vital for public health, is critical in fragile Somalia, prone to water scarcity due to poor management. This study investigates spatial distribution and determinants of unimproved drinking water sources in Somali households. Using 2020 Somalia Health and Demographic Survey (SHDS) data, a mixed-methods approach included: descriptive statistics for prevalence; multilevel binary logistic regression identifying factors (individual, household, community) in unimproved water reliance; and spatial analysis (Moran's I, Gi*) for patterns, hotspots. Results reveal significant disparities: 54.7% of poorest households used unimproved sources versus 2.6% of wealthiest. Abandoned household headship showed 65% higher odds (AOR = 1.653) of using unimproved sources. Radio ownership reduced odds (AOR = 0.836). Banaadir region (AOR = 6.571 vs Awdal) and nomadic communities (AOR = 31.91) faced substantially higher odds. Higher community literacy surprisingly increased odds (AOR = 2.443). Significant spatial autocorrelation (Moran's I = 0.278, p<0.05) was identified, with northern hotspots and southwestern cold spots of unimproved water use. Individual, household, community, and spatial factors influence access to unimproved drinking water in Somalia, revealing profound socio-economic, geographic inequities. Targeted, context-specific interventions are crucial to address these disparities, improve safe water access, and help achieve SDG 6.
获得对公共卫生至关重要的安全饮用水对于脆弱的索马里至关重要,索马里由于管理不善而容易出现缺水。本研究调查了索马里家庭未改善饮用水源的空间分布和决定因素。利用2020年索马里健康和人口调查(SHDS)数据,混合方法方法包括:流行率描述性统计;多层次二元logistic回归识别未改善用水依赖的因素(个人、家庭、社区);和空间分析(Moran's I, Gi*)的模式,热点。结果显示了显著的差异:54.7%的最贫困家庭使用未经改善的水源,而最富裕家庭的这一比例为2.6%。废弃户主使用未改良水源的几率高出65% (AOR = 1.653)。收音机所有权降低了赔率(AOR = 0.836)。巴纳迪尔地区(AOR = 6.571 vs Awdal)和游牧社区(AOR = 31.91)的几率要高得多。较高的社区识字率出人意料地增加了患病几率(AOR = 2.443)。显著的空间自相关(Moran’s I = 0.278, p
期刊介绍:
Journal of Water and Health is a peer-reviewed journal devoted to the dissemination of information on the health implications and control of waterborne microorganisms and chemical substances in the broadest sense for developing and developed countries worldwide. This is to include microbial toxins, chemical quality and the aesthetic qualities of water.