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马拉维儿童疟疾发病率的直接和间接决定因素:基于2012年疟疾指标调查数据的横断面分析

Direct and indirect determinants of childhood malaria morbidity in Malawi: a survey cross-sectional analysis based on malaria indicator survey data for 2012.

作者信息

Chitunhu Simangaliso, Musenge Eustasius

机构信息

Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, 27 St Andrews' Road, Parktown, Johannesburg, 2193, South Africa.

出版信息

Malar J. 2015 Jul 8;14:265. doi: 10.1186/s12936-015-0777-1.

Abstract

BACKGROUND

Children under the age of five are most vulnerable to malaria (malaria is a major health challenge in sub-Saharan Africa) with a child dying every 30 s from malaria. Hampered socio-economic development, poverty, diseconomies of scale, marginalization, and exploitation are associated with malaria. Therefore establishing determinants of malaria in affected sub-Saharan populations is important in order to come up with informed interventions that will be effective in malaria control.

METHODS

The study was a cross-sectional survey design based on data from the Malawi 2012 Malaria indicator Survey obtained from Demographic and Health Survey (DHS) programme website. The outcome variable was positive laboratory-based blood smear result for malaria in children less than 5 years, after an initial positive rapid malaria diagnostic test done at the homestead. Statistical modelling was done using survey logistic regression as well as generalized structural equation modelling (G-SEM) to analyse direct and indirect effects of malaria.

RESULTS

The propensity score matched data had 1 325 children with 367 (27.7%) having blood smear positive malaria. Female children made up approximately 53% of the total study participants. Child related variables (age, haemoglobin and position in household) and household wealth index were significant directly and indirectly. Further on G-SEM based multivariable analysis showed socio-economic status (SES) [Odds ratio (OR) = 0.96, 95% Confidence interval (CI) = 0.92, 0.99] and primary level of education [OR = 0.50, 95% CI = 0.32, 0.77] were important direct and indirect determinants of malaria morbidity.

CONCLUSION

Socio-economic status and education are important factors that influence malaria control. These factors need to be taken into consideration when planning malaria control programmes in order to have effective programmes. Direct and indirect effect modelling can also provide an alternative modelling technique that incorporates surrogate confounders that may not be significant when modelled directly. This holistic approach is useful and will help in improving malaria control.

摘要

背景

五岁以下儿童最易感染疟疾(疟疾是撒哈拉以南非洲地区面临的一项重大健康挑战),每30秒就有一名儿童死于疟疾。社会经济发展受阻、贫困、规模不经济、边缘化和剥削都与疟疾相关。因此,确定受影响的撒哈拉以南人群中疟疾的决定因素对于制定有效的疟疾控制干预措施至关重要。

方法

该研究采用横断面调查设计,数据来源于马拉维2012年疟疾指标调查,该调查数据取自人口与健康调查(DHS)项目网站。结果变量是在家庭中进行初步快速疟疾诊断检测呈阳性后,5岁以下儿童基于实验室的血涂片疟疾检测结果为阳性。使用调查逻辑回归以及广义结构方程模型(G-SEM)进行统计建模,以分析疟疾的直接和间接影响。

结果

倾向得分匹配数据中有1325名儿童,其中367名(27.7%)血涂片疟疾检测呈阳性。女童约占研究总参与者的53%。与儿童相关的变量(年龄、血红蛋白和家庭中的地位)以及家庭财富指数具有直接和间接的显著影响。进一步基于G-SEM的多变量分析表明,社会经济地位(SES)[比值比(OR)=0.96,95%置信区间(CI)=0.92,0.99]和小学教育水平[OR = 0.50,95% CI = 0.32,0.77]是疟疾发病率的重要直接和间接决定因素。

结论

社会经济地位和教育是影响疟疾控制的重要因素。在规划疟疾控制项目时需要考虑这些因素,以便制定有效的项目。直接和间接效应建模还可以提供一种替代建模技术,该技术纳入了直接建模时可能不显著的替代混杂因素。这种整体方法很有用,将有助于改善疟疾控制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c8ce/4495946/a5537fd35ded/12936_2015_777_Fig1_HTML.jpg

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