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Estimating spatially disaggregated probability of severe COVID-19 and the impact of handwashing interventions: The case of Zimbabwe 估计严重COVID-19的空间分类概率和洗手干预措施的影响:以津巴布韦为例
Pub Date : 2023-04-05 DOI: 10.1596/1813-9450-10328
George Joseph, S. Milusheva, Hugh Sturrock, Tonderai Mapoko, Sophie Ayling, Y. Hoo
The severity of COVID-19 disease varies substantially between individuals, with some infections being asymptomatic while others are fatal. Several risk factors have been identified that affect the progression of SARS-CoV-2 to severe COVID-19. They include age, smoking and presence of underlying comorbidities such as respiratory illness, HIV, anemia and obesity. Given that respiratory illness is one such comorbidity and is affected by hand hygiene, it is plausible that improving access to hand washing could lower the risk of severe COVID-19 among a population. In this paper, we estimate the potential impact of improved access to hand washing on the risk of respiratory illness and its knock-on impact on the risk of developing severe COVID-19 disease across Zimbabwe. We use a geospatial model that allows us to estimate differential clinical risk at the district level. Results show that the current risk of severe disease is heterogeneous across the country, due to differences in individual characteristics and household conditions. This study demonstrates how household level improved access to handwashing could lead to reductions in the risk of severe COVID-19 of up to 16% from the estimated current levels across all districts. Taken alongside the likely impact on transmission of SARS-CoV-2 itself, as well as countless other pathogens, this result adds further support for the expansion of access to hand washing across the country. It also highlights the spatial differences in risk of severe COVID-19, and thus the opportunity for better planning to focus limited resources in high risk areas in order to potentially reduce the number of severe cases.
COVID-19疾病的严重程度在个体之间差异很大,一些感染无症状,而另一些感染是致命的。已经确定了影响SARS-CoV-2向严重COVID-19发展的几个危险因素。这些因素包括年龄、吸烟和潜在的合并症,如呼吸道疾病、艾滋病毒、贫血和肥胖。考虑到呼吸道疾病是一种这样的合并症,并且受手卫生的影响,改善洗手条件可以降低人群中严重的COVID-19的风险,这是合理的。在本文中,我们估计了改善洗手条件对津巴布韦呼吸道疾病风险的潜在影响,以及对津巴布韦发生严重COVID-19疾病风险的连锁影响。我们使用地理空间模型,使我们能够在地区一级估计不同的临床风险。结果表明,由于个体特征和家庭条件的差异,目前严重疾病的风险在全国范围内存在异质性。这项研究表明,在家庭层面改善洗手情况可使所有地区的严重COVID-19风险从目前的估计水平降低至多16%。再加上对SARS-CoV-2本身以及无数其他病原体传播的可能影响,这一结果进一步支持了在全国范围内扩大洗手的机会。它还强调了严重COVID-19风险的空间差异,从而有机会更好地规划,将有限的资源集中在高风险地区,以潜在地减少严重病例的数量。
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Policy Research Working Paper World Bank
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