Multilevel modeling and mediation analysis of acute respiratory infections among under five children in Bangladesh: evidence from multiple indicator cluster survey

孟加拉国五岁以下儿童急性呼吸道感染的多层次模型和中介分析:来自多指标类集调查的证据

阅读:1

Abstract

BACKGROUND: Acute respiratory infection (ARI) is a major health problem in Bangladesh but limited evidence exists on its prevalence, determinants, and mediating factors among under-five children using nationally representative data. METHODS: Using data from the 2019 Multiple Indicator Cluster Survey (MICS), this study analyzed ARI prevalence among 24,686 children aged 0–59 months (under five years). Multilevel logistic regression was employed to identify ARI determinants while accounting for the hierarchical data structure. Furthermore, mediation analysis was conducted to evaluate the mediating roles of maternal education, stunting, and kitchen location in the association between the wealth index and ARI. RESULTS: The prevalence of ARI was 7.54%. The mean age of the children was 2.02 years (SD: 1.42 years), and among respondents 51.5% were male and 48.5% were female. The prevalence of ARI was higher among male (56.3%) children than female (43.7%) children. Chi-square tests showed that gender, age, parental age, wealth index, kitchen location, and stunting were significantly associated with ARI (p < 0.05). Multilevel logistic regression revealed that females (AOR: 0.79, 95% CI: 0.72–0.88) and older children aged 24–59 months (AOR: 0.61, 95% CI: 0.55–0.68) had significantly lower ARI risk. Conversely, separate (AOR: 1.28) or outdoor kitchens (AOR: 1.22) and stunting (AOR: 1.19) were associated with increased risk. Compared to Barishal, the ARI risk was lower in Dhaka (AOR: 0.54) but higher in Mymensingh (AOR: 1.87). Mediation analysis showed that kitchen location (30.5%) and stunting (14.7%) mediated the relationship between the wealth index and ARI prevalence. CONCLUSION: In addition to treatment, nutrition improvement, safe cooking environment, and regional planning are essential. Promoting and strengthening health education could further help in reducing ARI. These interventions are also aligned with the Sustainable Development Goals (SDG 3: good health and well-being), and could contribute to achieving national and global health targets. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-026-27018-8.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。