ArticleBMC health services research2021
Maternal education level and maternal healthcare utilization in the Democratic Republic of the Congo: an analysis of the multiple indicator cluster survey 2017/18.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.
- Inequity in uptake of maternal health care services in developing countries: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Tracking the impact of maternal health service coverage on maternal mortality across 137 low- and middle-income countries in the progress toward Sustainable Development Goals.Journal of global health · 2026Article
- The effectiveness of family medicine-led antenatal/postnatal care programs in Saudi Arabia: A systematic review.Journal of family medicine and primary care · 2026Review
- EPIDEMIOLOGICAL PROFILE OF CONGENITAL FOOT ANOMALIES IN THE STATE OF BAHIA FROM 2014 TO 2022.Acta ortopedica brasileira · 2026Article
- Temporal trend and influencing factors of high-risk pregnancy in China: a nationwide longitudinal analysis.Frontiers in public health · 2026Article
- Socioeconomic differences and determinants of reimbursable out-of-pocket expenditures: a prospective cohort study within the BabyGel trial.BMJ public health · 2026Article
- Left Behind After Birth: A Cross-Sectional Analysis of Factors Associated With Postnatal Care Use in Sub-Saharan Africa.Journal of pregnancy · 2026Article
- Regional and sub-regional estimates of low birth weight and its determinants in 44 low- and middle-income countries: evidence from demographic and health survey data.BMC pediatrics · 2025Article
- Visible and invisible cultural patterns influencing women's use of maternal health services among Igala women in Nigeria: a focused ethnographic study.BMC public health · 2025Article
- Understanding the longitudinal trends (2005-2018) and multilevel risk factors of complementary feeding in Guinea.Maternal & child nutrition · 2025Article
- Maternity continuum of care and associated factors among mothers in south Ethiopia: a community-based cross-sectional study.Frontiers in global women's health · 2025Article
- Hotspot areas of tetanus-unprotected births and its associated factors in Ethiopia: Spatial analysis of EDHS data.Human vaccines & immunotherapeutics · 2024Article
- Association of premature birth and maternal education level on attention deficit hyperactivity disorder in children: A meta-analysis.World journal of psychiatry · 2024Article
- Maternal mortality in Eastern Democratic Republic of Congo: a 10-year multi-zonal institutional death review.BMC public health · 2024Article
- Neonatal mortality rate and determinants among births of mothers at extreme ages of reproductive life in low and middle income countries.Scientific reports · 2024Article
- Influential Social Determinants of Adherence to Preventive and Health Promotion Activities during Pregnancy and the First Year of Life: Systematic Review.Children (Basel, Switzerland) · 2024Review
- Determinants of cesarean mode of childbirth among Rwandan women of childbearing age: Evidence from the 2019-2020 Rwanda Demographic and Health Survey (RDHS).Public health challenges · 2024Article
- Article
- Women with disabilities' use of maternal care services in sub-Saharan Africa.African journal of disability · 2024Article
- Early postnatal care uptake and its associated factors following childbirth in East Africa-a Bayesian hierarchical modeling approach.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderstanding how socioeconomic factors influence maternal health services utilization is crucial to reducing preventable maternal deaths in the DRC. Maternal education is considered an important associate of maternal health service utilization. This study aims to investigate the association between maternal education and the utilization of maternal health services, as well as present geographical and socio-economic disparities in the utilization.
methodsThe MICS survey was employed as the data source, which is a nationally representative survey conducted from 2017 to 2018 in the DRC. The exposure for this study was the maternal education level, which was categorized into three groups: (1) below primary and none, (2) primary and (3) secondary and above. Prenatal care indicators included: if the mother ever received prenatal care, if the mother had antenatal checks no less than four times, and if a skilled attendant was present at birth. Postnatal care indicators included: if the mother received postnatal care and if the baby was checked after birth. Emergency obstetric interventions were indicted by cesarean sections. Descriptive analyses and logistic regressions were used as analytical methods.
resultsOf all 8,560 participants included, 21.88 % had below primary school or no education, 39.81 % had primary school education, and 38.31 % had secondary education or above. The majority of participants were from rural areas, except for Kinshasa. Overall, a better education was associated with higher utilization of antenatal care. A dose-response effect was also observed. Compared to women with below primary or no education, women with secondary and above education were more likely to receive cesarean sections. Wealth status, as well as rural and urban division, modified the associations.
conclusionsMothers' education level is an important associate for utilizing appropriate maternal healthcare, with wealth and region as modifying factors. Educational levels should be considered when designing public health interventions and women's empowerment programs in the DRC. For example, relevant programs need to stratify the interventions according to educational attainment.
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