Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland.
Independent.
Water Res. 2023 Dec 1;247:120805. doi: 10.1016/j.watres.2023.120805. Epub 2023 Oct 28.
Adequate housing protects from diarrhea, which is a substantial health concern in low- and middle-income countries. The purpose of this study was to quantify the relationship between severe diarrhea and housing features at the municipal level to help in public health planning. Regression analyses were performed on annual (2000-2012) datasets on Brazilian municipalities (5570) in six household feature categories (e.g., waste management) and four severe diarrhea outcomes (e.g., diarrhea deaths of under-5 children). Household data were not available elsewhere of this magnitude and granularity, highlighting the scientific value-add of this study. Municipalities were clustered prior to regression analysis because of data heterogeneity. The compositional household feature data were also subjected to principal component analysis to diminish feature variable multicollinearity. The highest explanatory power was found for diarrhea deaths of under-5 children (R = 10-22 %), while those in the over-5 population were the least best explained (R = 0.3-7 %). Household features predicted diarrhea outcomes more accurately in the "advanced" housing municipality cluster (R = 16-22 %) than in the "mid-level" (R = 7-20 %) and "basic" (R = 6-12 %) ones (over-5 diarrhea deaths excluded). Under-5 children's diarrhea death prevalence was three times higher in the "basic" cluster than in the "advanced" cluster. Importantly, the impact of waste management was overall the largest of all household features, even larger than those of WASH, i.e., water supply, sanitation, and household drinking water treatment. This is surprising in the context of existing literature because WASH is generally regarded as the most important household factor affecting gastrointestinal health. In conclusion, public health interventions could benefit from customizing interventions for diarrhea outcomes, municipality types, and household features. Waste management's identified stronger association with diarrhea compared to WASH may have important implications beyond the water field and Brazil.
充足的住房可以预防腹泻,这在中低收入国家是一个严重的健康问题。本研究的目的是量化严重腹泻与市政住房特征之间的关系,以帮助公共卫生规划。对巴西 5570 个城市(2000-2012 年)年度数据集中六个家庭特征类别(如废物管理)和四个严重腹泻结果(如 5 岁以下儿童腹泻死亡)进行了回归分析。由于没有其他地方提供如此大规模和细粒度的数据,因此凸显了本研究的科学附加值。由于数据的异质性,在进行回归分析之前对城市进行了聚类。对组成性家庭特征数据也进行了主成分分析,以减少特征变量的多重共线性。对 5 岁以下儿童腹泻死亡的解释能力最强(R=10-22%),而对 5 岁以上人群的解释能力最差(R=0.3-7%)。家庭特征对“先进”住房城市集群中腹泻结果的预测能力更强(R=16-22%),而对“中级”(R=7-20%)和“基础”(R=6-12%)城市集群的预测能力则较差(排除 5 岁以上腹泻死亡)。“基础”集群中 5 岁以下儿童腹泻死亡的发生率比“先进”集群高 3 倍。重要的是,废物管理的影响总体上是所有家庭特征中最大的,甚至大于 WASH(供水、卫生和家庭饮用水处理)。这在现有文献的背景下令人惊讶,因为 WASH 通常被认为是影响胃肠道健康的最重要的家庭因素。总之,公共卫生干预措施可以从针对腹泻结果、城市类型和家庭特征定制干预措施中受益。与 WASH 相比,废物管理与腹泻的相关性更强,这可能除了水领域和巴西之外,还有更重要的意义。