ArticleAnnals of global health2019
Country-Level Analysis of the Association between Maternal Obesity and Neonatal Mortality in 34 Sub-Saharan African Countries.
Article in Annals of global health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 7 citations in OpenAlex.
- Maternal overweight and obesity among pregnant women in public hospitals of eastern Ethiopia: Multicentre cross-sectional study.SAGE open medicine · 2026Article
- The relationship between maternal age, obesity and child mortality: a cross-sectional study using 2013-2014 Demographic and Health Survey in Democratic Republic of the Congo at national, and sub-national levels.Public health nutrition · 2025Article
- The Association of Maternal BMI with Overweight among Children Aged 0-59 Months in Kenya: A Nationwide Cross-Sectional Study.International journal of environmental research and public health · 2023Article
- Maternal Obesity as a Risk Factor for Caesarean Delivery in Sub-Saharan Africa: A Systematic Review.Life (Basel, Switzerland) · 2022Review
- Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2020Article
- Successes and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational ScienceArticle
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
Abstract
Background: Prior work examining the association of maternal obesity and neonatal mortality indicate the presence of a positive relationship. However, regional evidence to provide insight on country-level heterogeneities within sub-Saharan Africa (SSA) with nationally representative datasets are non-existent. Objective: We aimed to determine the relationship between maternal obesity and neonatal mortality at the country level in SSA countries. Moreover, we also estimate regional measures of association to complement previous findings. Methods: Demographic and Health Survey (DHS) data from 34 SSA countries conducted from 2006-2016 were used for this study. After missing data (36.9% of cases) were addressed with multiple imputations, we identified a total of 175,860 women for the analysis. Complete case and multiply imputed datasets were analyzed individually with multilevel logistic regression models. Potential confounders adjusted for in the regression model included maternal age, level of educational attainment, area of residence, access to prenatal care, birth order and multiple birth (singleton vs twin birth). Regional and country-specific associations were computed, and unadjusted and adjusted odds ratios (ORs), along with the confidence intervals (CIs) were reported. Findings: Of the total study population, 8,451 (7.6%) were obese. In the regional level analyses, maternal obesity was associated with 40% increased odds of neonatal deaths. This finding was consistent in subgroup analyses by urban and rural residence, and geographic region of residence in SSA. Additionally, obese women were more likely to report neonatal death in the first week of life (OR, days 0-1: 1.39, 95% CI 1.15-1.69; OR, days 2-6: 1.35, 95% CI 1.02-1.79). In the individual country analyses, majority of the countries studied had central estimates supporting elevated odds of neonatal mortality, but the confidence intervals were imprecise. Conclusion: This study highlights the potential burden of neonatal mortality borne by obese women in SSA. There is, however, a need for longitudinal studies to confirm the results.
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