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加纳库马西霍乱流行率与露天垃圾场的空间依赖性:空间统计建模

Spatial dependency of V. cholera prevalence on open space refuse dumps in Kumasi, Ghana: a spatial statistical modelling.

作者信息

Osei Frank B, Duker Alfred A

机构信息

Department of Geomatic Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.

出版信息

Int J Health Geogr. 2008 Dec 16;7:62. doi: 10.1186/1476-072X-7-62.

Abstract

BACKGROUND

Cholera has persisted in Ghana since its introduction in the early 70's. From 1999 to 2005, the Ghana Ministry of Health officially reported a total of 26,924 cases and 620 deaths to the WHO. Etiological studies suggest that the natural habitat of V. cholera is the aquatic environment. Its ability to survive within and outside the aquatic environment makes cholera a complex health problem to manage. Once the disease is introduced in a population, several environmental factors may lead to prolonged transmission and secondary cases. An important environmental factor that predisposes individuals to cholera infection is sanitation. In this study, we exploit the importance of two main spatial measures of sanitation in cholera transmission in an urban city, Kumasi. These are proximity and density of refuse dumps within a community.

RESULTS

A spatial statistical modelling carried out to determine the spatial dependency of cholera prevalence on refuse dumps show that, there is a direct spatial relationship between cholera prevalence and density of refuse dumps, and an inverse spatial relationship between cholera prevalence and distance to refuse dumps. A spatial scan statistics also identified four significant spatial clusters of cholera; a primary cluster with greater than expected cholera prevalence, and three secondary clusters with lower than expected cholera prevalence. A GIS based buffer analysis also showed that the minimum distance within which refuse dumps should not be sited within community centres is 500 m.

CONCLUSION

The results suggest that proximity and density of open space refuse dumps play a contributory role in cholera infection in Kumasi.

摘要

背景

自20世纪70年代初霍乱传入加纳以来,一直持续存在。1999年至2005年,加纳卫生部向世界卫生组织正式报告了共计26924例病例和620例死亡。病因学研究表明,霍乱弧菌的自然栖息地是水生环境。其在水生环境内外生存的能力使霍乱成为一个难以管理的复杂健康问题。一旦疾病在人群中传播,若干环境因素可能导致传播时间延长和出现二代病例。一个使个体易患霍乱感染的重要环境因素是卫生设施。在本研究中,我们探讨了卫生设施的两个主要空间指标在库马西市霍乱传播中的重要性。这两个指标是社区内垃圾场的 proximity 和密度。

结果

为确定霍乱患病率与垃圾场之间的空间依赖性而进行的空间统计建模表明,霍乱患病率与垃圾场密度之间存在直接空间关系,而霍乱患病率与到垃圾场的距离之间存在反向空间关系。空间扫描统计还确定了四个霍乱显著空间聚集区;一个霍乱患病率高于预期的主要聚集区,以及三个霍乱患病率低于预期的次要聚集区。基于地理信息系统的缓冲区分析还表明,社区中心内不应设置垃圾场的最小距离为500米。

结论

结果表明,露天垃圾场的 proximity 和密度在库马西市霍乱感染中起促进作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f1f/2628349/2fac368e1e16/1476-072X-7-62-1.jpg

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