The Moderated Mediation Role of Malaria Knowledge and Household Income in the Relationship between Insecticide-Treated Mosquito Nets and Malaria

Tao Hong, M. Mohammed, Mideksa Adugna Koricho, Gobena Godena
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Abstract

Objectives: The study was premised on the notion that insecticide-treated mosquito nets are positively related to malaria prevalence, and that knowledge mediates the relationship between insecticide-treated mosquito nets and malaria. Furthermore, household income was hypothesized to have a moderating effect on the direct and indirect relationships (through malaria knowledge) between insecticide-treated mosquito nets and the prevalence of malaria. Methods: The hypothesized relationships were examined using panel data collected from ten regions of Ethiopia during 2011-2015. Structural equation modeling and the random effect model were used to test the hypotheses. Statistical analyses were performed using Stata version 13.0. Results: The results were consistent with our proposed hypotheses, showing a significant relationship between the research variables. The findings suggest that malaria knowledge contributes to improving the relationship between insecticide-treated mosquito nets and malaria prevalence. A positively significant indirect effect (β = 0.47, p = 0.003) as well as direct effect (β = 0.28, p = 0.001) was revealed in the study. Furthermore, a positive impact of household income in strengthening the relationship between insecticide-treated mosquito nets and malaria through knowledge was reported, with a considerable value (β = 0.13, p = 0.000). The result also reveals differences in the outcome of malaria prevalence at different levels of household income category, where the indirect effect of insecticide-treated mosquito nets on malaria prevalence via malaria knowledge was positive and significant for households under the second-level income category (β = 0.15, p = 0.000). Conversely, the indirect effect of insecticide-treated mosquito nets on malaria prevalence via malaria knowledge was negative for the high level-income category (β = -0.14, p = 0.022). Besides, insignificant and negative relationships were reported for households under low-level income categories (β = 0.024, p = 0.539). Conclusion: The findings are potentially useful for the health sector to ensure success in infectious disease prevention and control, particularly malaria, and to explain how various factors contribute to the relationship.
疟疾知识和家庭收入在驱虫蚊帐与疟疾关系中的调节中介作用
目的:本研究的前提是驱虫蚊帐与疟疾流行呈正相关,知识在驱虫蚊帐与疟疾之间的关系中起中介作用。此外,假设家庭收入对驱虫蚊帐与疟疾流行之间的直接和间接关系(通过疟疾知识)具有调节作用。方法:使用2011-2015年间从埃塞俄比亚10个地区收集的面板数据对假设关系进行检验。采用结构方程模型和随机效应模型对假设进行检验。使用Stata version 13.0进行统计分析。结果:结果与我们提出的假设一致,表明研究变量之间存在显著的关系。这些发现表明,疟疾知识有助于改善经杀虫剂处理的蚊帐与疟疾流行之间的关系。间接效应(β = 0.47, p = 0.003)和直接效应(β = 0.28, p = 0.001)均呈显著正相关。此外,据报道,家庭收入通过知识加强了驱虫蚊帐与疟疾之间的关系,并产生了相当大的影响(β = 0.13, p = 0.000)。结果还揭示了不同家庭收入类别的疟疾流行率结果的差异,其中,在第二级收入类别的家庭中,经杀虫剂处理的蚊帐通过疟疾知识对疟疾流行率的间接影响为正且显著(β = 0.15, p = 0.000)。相反,在高收入人群中,经杀虫剂处理的蚊帐通过疟疾知识对疟疾流行的间接影响为负(β = -0.14, p = 0.022)。此外,低收入类别的家庭报告了不显著的负相关(β = 0.024, p = 0.539)。结论:这些发现可能有助于卫生部门确保成功预防和控制传染病,特别是疟疾,并解释各种因素如何促成这种关系。
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