Malaria survey data and geospatial suitability mapping for understanding spatial and temporal variations of risk across Kenya

IF 2 Q3 INFECTIOUS DISEASES Parasite Epidemiology and Control Pub Date : 2025-02-01 DOI:10.1016/j.parepi.2024.e00399
Caroline Kioko, Justine Blanford
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Abstract

Malaria remains a public health concern in Kenya where children and pregnant women are vulnerable groups. The common interventions in place to fight malaria include using insecticide-treated bed nets (ITNs), knowledge and awareness about malaria, and intake of malaria anti-malaria drugs. Despite the availability of these interventions, Kenya still records more than 10,000 clinical cases annually. In this study, we examined how malaria and interventions varied across Kenya for 2015 and 2020. We analyzed the Kenya Malaria Indicator Survey (N = 10,072) for 2015 and, (N = 11,549) for 2020, and climate data with Fuzzy overlay method to examine how malaria and its interventions relate to environmental conditions required for malaria. The study found that 79 % of malaria cases were distributed in lake endemic, 11 % in coastal endemic, 7 % in highland epidemic, and 3 % in seasonal zone. Use of Insecticide-treated bed nets (ITNs) was 77 % in lake endemic, 13 % in coastal endemic, 9 % in highland epidemic, and 1 % in seasonal zone. Knowledge about malaria was 82 % in lake endemic, 9 % in highland epidemic, 6 % in coastal endemic, and 3 % in seasonal zone. Additionally, based on climate data, lake endemic zone was 94 % suitable for malaria transmission compared to other zones. Despite the use of ITNs and awareness about malaria, malaria transmission continues to be a threat especially in counties in the lake endemic zone. Furthermore, place of residence, climate factors, ownership of ITNs may be associated with malaria in the region.
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疟疾调查数据和地理空间适宜性绘图,以了解肯尼亚各地风险的时空变化。
在儿童和孕妇属于弱势群体的肯尼亚,疟疾仍然是一个令人关切的公共卫生问题。防治疟疾的常见干预措施包括使用经杀虫剂处理的蚊帐(ITNs)、了解和提高对疟疾的认识以及服用抗疟疾药物。尽管有这些干预措施,肯尼亚每年仍记录1万多例临床病例。在这项研究中,我们研究了2015年和2020年肯尼亚各地疟疾和干预措施的变化。我们分析了2015年和2020年的肯尼亚疟疾指标调查(N = 10,072)和(N = 11,549),以及使用模糊叠加方法的气候数据,以研究疟疾及其干预措施与疟疾所需的环境条件之间的关系。研究发现,79%的疟疾病例分布在湖泊流行区,11%分布在沿海流行区,7%分布在高原流行区,3%分布在季节性地区。经杀虫剂处理的蚊帐在湖泊流行区使用率为77%,在沿海流行区使用率为13%,在高原流行区使用率为9%,在季节性地区使用率为1%。湖泊流行区疟疾知识知晓率为82%,高原流行区为9%,沿海流行区为6%,季节性流行区为3%。此外,根据气候数据,湖泊流行区与其他地区相比,94%适合疟疾传播。尽管使用了蚊帐并提高了对疟疾的认识,但疟疾传播仍然是一种威胁,特别是在湖泊流行区的各县。此外,居住地、气候因素、杀虫剂的所有权可能与该地区的疟疾有关。
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来源期刊
Parasite Epidemiology and Control
Parasite Epidemiology and Control Medicine-Infectious Diseases
CiteScore
5.70
自引率
3.10%
发文量
44
审稿时长
17 weeks
期刊介绍: Parasite Epidemiology and Control is an Open Access journal. There is an increasing amount of research in the parasitology area that analyses the patterns, causes, and effects of health and disease conditions in defined populations. This epidemiology of parasite infectious diseases is predominantly studied in human populations but also spans other major hosts of parasitic infections and as such this journal will have a broad remit. We will focus on the major areas of epidemiological study including disease etiology, disease surveillance, drug resistance and geographical spread and screening, biomonitoring, and comparisons of treatment effects in clinical trials for both human and other animals. We will also look at the epidemiology and control of vector insects. The journal will also cover the use of geographic information systems (Epi-GIS) for epidemiological surveillance which is a rapidly growing area of research in infectious diseases. Molecular epidemiological approaches are also particularly encouraged.
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