Department of Statistics, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
PLoS One. 2020 Nov 9;15(11):e0241680. doi: 10.1371/journal.pone.0241680. eCollection 2020.
Malaria remains one of the most prevalent infectious diseases in the tropics and subtropics, and Mozambique is not an exception. To design geographically targeted and effective intervention mechanisms of malaria, an up-to-date map that shows the spatial distribution of malaria is needed. This study analyzed 2018 Mozambique Malaria Indicator Survey using geostatistical methods to: i) explore individual, household, and community-level determinants of malaria in under-five children, ii) prepare a malaria prevalence map in Mozambique, and iii) produce prediction prevalence maps and exceedence probability across the country. The results show the overall weighted prevalence of malaria was 38.9% (N = 4347, with 95% CI: 36.9%-40.8%). Across different provinces of Mozambique, the prevalence of malaria ranges from 1% in Maputo city to 57.3% in Cabo Delgado province. Malaria prevalence was found to be higher in rural areas, increased with child's age, and decreased with household wealth index and mother's level of education. Given the high prevalence of childhood malaria observed in Mozambique there is an urgent need for effective public health interventions in malaria hot spot areas. The household determinants of malaria infection that are identified in this study as well as the maps of parasitaemia risk could be used by malaria control program implementers to define priority intervention areas.
疟疾仍然是热带和亚热带地区最流行的传染病之一,莫桑比克也不例外。为了设计针对疟疾的具有地理针对性和有效的干预机制,需要一张最新的显示疟疾空间分布的地图。本研究使用地统计学方法分析了 2018 年莫桑比克疟疾指标调查,以:i)探讨五岁以下儿童疟疾的个体、家庭和社区层面的决定因素,ii)准备莫桑比克的疟疾流行地图,以及 iii)生成全国范围内的预测流行地图和超出概率。结果显示,疟疾的总加权流行率为 38.9%(N=4347,95%CI:36.9%-40.8%)。在莫桑比克的不同省份,疟疾的流行率从马普托市的 1%到德尔加杜角省的 57.3%不等。疟疾的流行率在农村地区较高,随着儿童年龄的增长而增加,随着家庭财富指数和母亲教育水平的提高而降低。鉴于莫桑比克儿童疟疾的高流行率,迫切需要在疟疾热点地区采取有效的公共卫生干预措施。本研究确定的疟疾感染家庭决定因素以及寄生虫血症风险图可被疟疾控制规划实施者用于确定优先干预地区。