ArticlePLoS medicine2024
Association between achieving adequate antenatal care and health-seeking behaviors: A study of Demographic and Health Surveys in 47 low- and middle-income countries.
Article in PLoS medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Effectiveness of a mobile cardiotocography device (iCTG) in improving antenatal care and detecting abnormal fetal heart rate during late pregnancy: an implementation study in Tanzania.BMC public health · 2025Trial
- Machine learning for risk stratification of hypertensive disorders of pregnancy: Enhancing clinical efficiency in low-resource antenatal care in Tanzania.PLOS digital health · 2026Article
- Association between the ownership of home-based records and continuous, quality maternal and child health service utilisation: a multi-country analysis of Demographic Health Surveys from 18 low- and middle-income countries.Journal of global health · 2026Article
- Modeling Zero-Dose Children in Ethiopia: A Machine Learning Perspective on Model Performance and Predictor Variables.JMIR pediatrics and parenting · 2026Article
- Economic and Demographic Factors Associated With Antenatal Care Utilization in Bangladesh: An Ordered Response Analysis Using Cross-Sectional Data.Health science reports · 2026Article
- Comparison of the Anxiety, Stress, Sleep Quality, Occupational Pattern and Leisure Satisfaction of Pregnant Women in Different Trimesters: A Cross-Sectional Study.Maternal and child health journal · 2026Article
- Spatial inequalities in quality antenatal care in India: a district-level analysis.Frontiers in public health · 2026Article
- Do sociodemographic factors modify the association between antenatal care utilisation and acute respiratory infection among infants in Ethiopia?PLOS global public health · 2026Article
- Global health data precarity: Safeguarding the Demographic and Health Survey program as a global public good.Scientific data · 2025Article
- Economic factors influencing utilization of world health organization recommended ANC visits among women in Jordan: an analysis of Jordan population and family health survey 2023.Archives of public health = Archives belges de sante publique · 2025Article
- Determinants of health facility choice for delivery among women participating in group antenatal care in Machakos county, kenya: A cross-sectional survey.Reproductive health · 2025Article
- The economics of investing in women and health.Nature medicine · 2025Review
- Article
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Authors and funding
9 authors.
Funding
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Abstract
backgroundAntenatal care (ANC) is essential for ensuring the well-being of pregnant women and their fetuses. This study models the association between achieving adequate ANC and various health and health-seeking indicators across wealth quintiles in low- and middle-income countries (LMICs). METHODS AND
findingsWe analyzed data from 638,265 women across 47 LMICs using available Demographic and Health Surveys from 2010 to 2022. Via multilevel logistic regression analyses adjusted for a series of confounding variables and country and wealth quintile fixed effects, we estimated the projected impact of achieving adequate ANC utilization and quality on a series of health and health care indicators: facility birth, postnatal care, childhood immunizations, and childhood stunting and wasting. Achieving adequate levels of ANC utilization and quality (defined as at least 4 visits, blood pressure monitoring, and blood and urine testing) was positively associated with health-seeking behavior across the majority of countries. The strongest association was observed for facility birth, followed by postnatal care and child immunization. The strength of the associations varied across countries and wealth quintiles, with more significant ones observed in countries with lower baseline ANC utilization levels and among the lower wealth quintiles. The associations of ANC with childhood stunting and wasting were notably less statistically significant compared to other indicators. Despite rigorous adjustments for potential confounders, a limitation to the methodology is that it is possible that unobserved variables may still impact outcomes.
conclusionsStrengthening ANC is associated with improved use of other health care in LMICs. ANC could serve as a critical platform for improving health outcomes for mothers and their children, emphasizing its importance beyond direct impact on maternal and neonatal mortality.
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