Malaria in Kenya during 2020: malaria indicator survey and suitability mapping for understanding spatial variations in prevalence and risk

Caroline K. Kioko, Justine I. Blanford
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Abstract

Abstract. Despite the availability of effective interventions malaria continues to be a major public health issue in Kenya, where young children and pregnant women are particularly vulnerable. In this study we examined the spatial distribution of malaria incidence and how this relates to the environmental conditions required for malaria in 2020. The Kenya Malaria Indicator Survey (N=11,549) for 2020 was used with the Local Indicators of Spatial Autocorrelation (LISA) method to determine spatial clusters of malaria and assess their significance as well as interventions in use. Climate data was used with a Fuzzy Overlay method to create malaria risk maps. The findings suggest that malaria incidence is not evenly distributed across Kenya, with some regions having higher rates of transmission and others having lower rates. High-rate clusters of malaria and high-risk areas of malaria transmission could benefit from increased vector control measures.
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2020年肯尼亚疟疾:疟疾指标调查和适宜性绘图,以了解流行率和风险的空间差异
摘要尽管采取了有效的干预措施,但疟疾仍然是肯尼亚的一个主要公共卫生问题,儿童和孕妇特别容易受到伤害。在这项研究中,我们研究了2020年疟疾发病率的空间分布及其与疟疾所需的环境条件的关系。2020年肯尼亚疟疾指标调查(N= 11549)采用空间自相关局部指标(LISA)方法确定疟疾的空间聚类,并评估其重要性以及使用的干预措施。气候数据与模糊叠加方法一起用于创建疟疾风险图。这些发现表明,疟疾发病率在肯尼亚各地的分布并不均匀,一些地区的传播率较高,而另一些地区的传播率较低。疟疾高发群集和疟疾传播高风险地区可受益于加强病媒控制措施。
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