Quantifying the increased risk of illness in malnourished children: a global meta-analysis and propensity score matching approach.

IF 4 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Global Health Research and Policy Pub Date : 2024-07-31 DOI:10.1186/s41256-024-00371-0
Mukhtar A Ijaiya, Seun Anjorin, Olalekan A Uthman
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Abstract

Background: Childhood morbidity and mortality continue to be major public health challenges. Malnutrition increases the risk of morbidity and mortality from illnesses such as acute respiratory infections, diarrhoea, fever, and perinatal conditions in children. This study explored and estimated the magnitude of the associations between childhood malnutrition forms and child morbidity.

Methods: We performed an individual participant data (IPD) meta-analysis and employed propensity score matching to examine crude (unadjusted) and adjusted associations. Our analysis utilized demographic and health datasets from surveys conducted between 2015 and 2020 in 27 low- and middle-income countries. Our objective was to quantify the risk of morbidity in malnourished children and estimate the population-attributable fraction (PAF) using a natural experimental design with a propensity score-matched cohort.

Results: The IPD meta-analysis of child morbidity across three childhood malnutrition forms presented nuanced results. Children with double-burden malnutrition had a 5% greater risk of morbidity, which was not statistically significant. In contrast, wasted children had a 28% greater risk of morbidity. Overweight children exhibited a 29% lower risk of morbidity. Using the matched sample, children with double-burden malnutrition and overweight children had lower morbidity risks (1.7%, RR: 0.983 (95% CI, 0.95 to 1.02) and 20%, RR: 0.80 (95% CI, 0.76 to 0.85), respectively), while wasting was associated with a 1.1 times (RR: 1.094 (95% CI, 1.05 to 1.14)) greater risk of morbidity. Eliminating double-burden malnutrition and wasting in the four and seven countries with significant positive risk differences could reduce the child morbidity burden by an estimated average of 2.8% and 3.7%, respectively.

Conclusions: Our study revealed a correlation between specific childhood malnutrition subtypes-double-burden malnutrition and wasting-and increased risks of morbidity. Conversely, overweight children exhibited a lower risk of immediate morbidity, yet they may face potential long-term health challenges, indicating the necessity for nuanced approaches to childhood nutrition.

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量化营养不良儿童患病风险的增加:全球荟萃分析和倾向得分匹配方法。
背景:儿童发病率和死亡率仍然是主要的公共卫生挑战。营养不良会增加儿童因急性呼吸道感染、腹泻、发烧和围产期疾病而发病和死亡的风险。本研究探讨并估计了儿童营养不良形式与儿童发病率之间的关联程度:我们进行了一项个体参与者数据(IPD)荟萃分析,并采用倾向得分匹配法来研究粗略(未调整)和调整后的关联。我们的分析利用了 2015 年至 2020 年期间在 27 个中低收入国家进行的调查所获得的人口和健康数据集。我们的目标是量化营养不良儿童的发病风险,并利用倾向得分匹配队列的自然实验设计来估算人口可归因部分(PAF):对三种儿童营养不良形式的儿童发病率进行的IPD荟萃分析得出了细致入微的结果。双重负担营养不良儿童的发病风险比正常儿童高 5%,这在统计学上并不显著。相比之下,消瘦儿童的发病风险高出 28%。超重儿童的发病风险则低 29%。利用匹配样本,双重负担营养不良儿童和超重儿童的发病风险较低(分别为1.7%,RR:0.983(95% CI,0.95至1.02)和20%,RR:0.80(95% CI,0.76至0.85)),而消瘦儿童的发病风险则高出1.1倍(RR:1.094(95% CI,1.05至1.14))。在风险差异显著的 4 个国家和 7 个国家消除双重负担的营养不良和消瘦现象,估计可将儿童发病负担分别平均降低 2.8% 和 3.7%:我们的研究揭示了特定儿童营养不良亚型(双重负担营养不良和消瘦)与发病风险增加之间的相关性。相反,超重儿童的即时发病风险较低,但他们可能面临潜在的长期健康挑战,这表明有必要采取细致入微的方法来解决儿童营养问题。
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来源期刊
Global Health Research and Policy
Global Health Research and Policy Social Sciences-Health (social science)
CiteScore
12.00
自引率
1.10%
发文量
43
审稿时长
5 weeks
期刊介绍: Global Health Research and Policy, an open-access, multidisciplinary journal, publishes research on various aspects of global health, addressing topics like health equity, health systems and policy, social determinants of health, disease burden, population health, and other urgent global health issues. It serves as a forum for high-quality research focused on regional and global health improvement, emphasizing solutions for health equity.
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