Theresa Habermann, Solomon T Wafula, Jürgen May, Eva Lorenz, Dewi Ismajani Puradiredja
{"title":"行为和社会结构因素对加纳家庭财富与儿童疟疾之间关系的中介作用。","authors":"Theresa Habermann, Solomon T Wafula, Jürgen May, Eva Lorenz, Dewi Ismajani Puradiredja","doi":"10.1186/s12936-024-05204-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Children under five continue to bear a disproportionate burden of malaria morbidity and mortality in endemic countries. While the link between socioeconomic position (SEP) and malaria is well established, the causal pathways remain poorly understood, hindering the design and implementation of more targeted structural interventions. This study examines the association between SEP and malaria among children in Ghana and explores the potential mediating role of behavioural and socio-structural factors.</p><p><strong>Methods: </strong>Data from the Ghana Demographic and Health Survey (DHS) 2022 were analysed. As part of the survey, children were tested for malaria using a rapid diagnostic test (RDT), and SEP was measured using a household asset-based wealth index. Mediation analysis (MA) using a regression-based approach was performed to assess mediated effects between SEP and malaria in children under five in Ghana through housing quality, educational attainment (EA), long-lasting insecticidal net (LLIN) use, indoor residual spraying (IRS), and healthcare-seeking behaviour (HSB). Reported are the total natural indirect effects (TNIEs) and the proportion mediated (PM).</p><p><strong>Results: </strong>Of the 3,884 children included in the survey, 19.4% (757) had malaria. Belonging to a household with high SEP was associated with a 43% lower risk of malaria (Prevalence Ratio, PR = 0.57; 95% Confidence Interval, CI 0.46-0.71). Regarding indirect (mediated) effects, maternal EA of secondary school or higher (OR = 0.68; 95% CI 0.60-0.77; PM = 17.5%), improved housing (OR = 0.80; 95% CI 0.68-0.91, PM = 9.2%), LLIN use (OR = 0.95; 95% CI 0.90-0.99, PM = 2.1%) partially mediated the association between SEP and malaria. The combined effect of all three mediators was higher than those in a single mediator or two sequential mediators (with EA as the initial mediator) (OR = 0.58; 95% CI 0.51-0.68, PM = 25.7%). No evidence of mediation was observed for HSB and IRS.</p><p><strong>Conclusion: </strong>We found evidence of mediation by EA, housing, LLIN use and IRS, suggesting that current biomedical and behavioural malaria control efforts could be complemented with structural interventions, such as improved housing and education. Future studies that test the effect of different or joint effects of multiple mediators based on prospective designs are recommended to strengthen the evidence.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":"23 1","pages":"370"},"PeriodicalIF":2.4000,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11645786/pdf/","citationCount":"0","resultStr":"{\"title\":\"The mediating role of behavioural and socio-structural factors on the association between household wealth and childhood malaria in Ghana.\",\"authors\":\"Theresa Habermann, Solomon T Wafula, Jürgen May, Eva Lorenz, Dewi Ismajani Puradiredja\",\"doi\":\"10.1186/s12936-024-05204-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Children under five continue to bear a disproportionate burden of malaria morbidity and mortality in endemic countries. While the link between socioeconomic position (SEP) and malaria is well established, the causal pathways remain poorly understood, hindering the design and implementation of more targeted structural interventions. This study examines the association between SEP and malaria among children in Ghana and explores the potential mediating role of behavioural and socio-structural factors.</p><p><strong>Methods: </strong>Data from the Ghana Demographic and Health Survey (DHS) 2022 were analysed. As part of the survey, children were tested for malaria using a rapid diagnostic test (RDT), and SEP was measured using a household asset-based wealth index. Mediation analysis (MA) using a regression-based approach was performed to assess mediated effects between SEP and malaria in children under five in Ghana through housing quality, educational attainment (EA), long-lasting insecticidal net (LLIN) use, indoor residual spraying (IRS), and healthcare-seeking behaviour (HSB). Reported are the total natural indirect effects (TNIEs) and the proportion mediated (PM).</p><p><strong>Results: </strong>Of the 3,884 children included in the survey, 19.4% (757) had malaria. Belonging to a household with high SEP was associated with a 43% lower risk of malaria (Prevalence Ratio, PR = 0.57; 95% Confidence Interval, CI 0.46-0.71). Regarding indirect (mediated) effects, maternal EA of secondary school or higher (OR = 0.68; 95% CI 0.60-0.77; PM = 17.5%), improved housing (OR = 0.80; 95% CI 0.68-0.91, PM = 9.2%), LLIN use (OR = 0.95; 95% CI 0.90-0.99, PM = 2.1%) partially mediated the association between SEP and malaria. The combined effect of all three mediators was higher than those in a single mediator or two sequential mediators (with EA as the initial mediator) (OR = 0.58; 95% CI 0.51-0.68, PM = 25.7%). 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引用次数: 0
摘要
背景:在疟疾流行国家,五岁以下儿童继续承担着不成比例的疟疾发病率和死亡率负担。虽然社会经济地位(SEP)与疟疾之间的联系已经确立,但其因果关系仍然知之甚少,这阻碍了更有针对性的结构性干预措施的设计和实施。本研究探讨了加纳儿童SEP与疟疾之间的关系,并探讨了行为和社会结构因素的潜在中介作用。方法:分析2022年加纳人口与健康调查(DHS)的数据。作为调查的一部分,使用快速诊断测试(RDT)对儿童进行疟疾检测,使用基于家庭资产的财富指数测量SEP。采用基于回归的方法进行中介分析(MA),通过住房质量、受教育程度(EA)、长效杀虫蚊帐(LLIN)的使用、室内残留喷洒(IRS)和寻求医疗保健行为(HSB),评估加纳5岁以下儿童SEP与疟疾之间的中介效应。报告了总自然间接效应(TNIEs)和介导比例(PM)。结果:在调查的3884名儿童中,有19.4%(757人)患有疟疾。来自高SEP家庭的儿童患疟疾的风险降低43%(患病率,PR = 0.57;95%置信区间(CI 0.46-0.71)。在间接(中介)效应方面,母亲中学及以上学历的EA (or = 0.68;95% ci 0.60-0.77;PM = 17.5%),改善的住房(OR = 0.80;95%可信区间0.68 - -0.91点= 9.2%),目标的使用(OR = 0.95;95% CI 0.90-0.99, PM = 2.1%)部分介导SEP与疟疾之间的关联。三种介质的联合效应高于单一介质或两种连续介质(EA为初始介质)(or = 0.58;95% ci 0.51-0.68, pm = 25.7%)。没有证据表明HSB和IRS存在中介作用。结论:我们发现了EA、住房、LLIN使用和IRS的中介证据,表明目前的生物医学和行为疟疾控制努力可以与结构性干预措施(如改善住房和教育)相辅相成。建议未来的研究在前瞻性设计的基础上测试多种介质的不同或联合效应的影响,以加强证据。
The mediating role of behavioural and socio-structural factors on the association between household wealth and childhood malaria in Ghana.
Background: Children under five continue to bear a disproportionate burden of malaria morbidity and mortality in endemic countries. While the link between socioeconomic position (SEP) and malaria is well established, the causal pathways remain poorly understood, hindering the design and implementation of more targeted structural interventions. This study examines the association between SEP and malaria among children in Ghana and explores the potential mediating role of behavioural and socio-structural factors.
Methods: Data from the Ghana Demographic and Health Survey (DHS) 2022 were analysed. As part of the survey, children were tested for malaria using a rapid diagnostic test (RDT), and SEP was measured using a household asset-based wealth index. Mediation analysis (MA) using a regression-based approach was performed to assess mediated effects between SEP and malaria in children under five in Ghana through housing quality, educational attainment (EA), long-lasting insecticidal net (LLIN) use, indoor residual spraying (IRS), and healthcare-seeking behaviour (HSB). Reported are the total natural indirect effects (TNIEs) and the proportion mediated (PM).
Results: Of the 3,884 children included in the survey, 19.4% (757) had malaria. Belonging to a household with high SEP was associated with a 43% lower risk of malaria (Prevalence Ratio, PR = 0.57; 95% Confidence Interval, CI 0.46-0.71). Regarding indirect (mediated) effects, maternal EA of secondary school or higher (OR = 0.68; 95% CI 0.60-0.77; PM = 17.5%), improved housing (OR = 0.80; 95% CI 0.68-0.91, PM = 9.2%), LLIN use (OR = 0.95; 95% CI 0.90-0.99, PM = 2.1%) partially mediated the association between SEP and malaria. The combined effect of all three mediators was higher than those in a single mediator or two sequential mediators (with EA as the initial mediator) (OR = 0.58; 95% CI 0.51-0.68, PM = 25.7%). No evidence of mediation was observed for HSB and IRS.
Conclusion: We found evidence of mediation by EA, housing, LLIN use and IRS, suggesting that current biomedical and behavioural malaria control efforts could be complemented with structural interventions, such as improved housing and education. Future studies that test the effect of different or joint effects of multiple mediators based on prospective designs are recommended to strengthen the evidence.
期刊介绍:
Malaria Journal is aimed at the scientific community interested in malaria in its broadest sense. It is the only journal that publishes exclusively articles on malaria and, as such, it aims to bring together knowledge from the different specialities involved in this very broad discipline, from the bench to the bedside and to the field.