ArticleBMJ open2019
Spatial patterns and determinants of postnatal care use in Ethiopia: findings from the 2016 demographic and health survey.
Article in BMJ open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 3 of them syntheses that pooled it.
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37 citing papers in PubMed, 3 syntheses or guidelines pooled it, 56 citations in OpenAlex.
- How applicable is geospatial analysis in maternal and neonatal health in sub-Saharan Africa? A systematic review.Journal of global health · 2022Pooled it
- Determinants of postnatal care utilization in sub-Saharan Africa: a meta and multilevel analysis of data from 36 sub-Saharan countries.Italian journal of pediatrics · 2020Pooled it
- The Effect of Antenatal Care Service Utilization on Postnatal Care Service Utilization: A Systematic Review and Meta-analysis Study.Journal of pregnancy · 2020Pooled it
- Optimizing machine learning models for predicting health service access and determinants among pregnant women in rural Ethiopia.Scientific reports · 2025Article
- Postnatal care utilisation and health beliefs among mothers in the Jazan region of Saudi Arabia: a cross-sectional study.BMJ open · 2025Article
- Determinants of neonatal jaundice among neonates admitted to neonatal intensive care unit in hospitals of Gurage zone, Southern Ethiopia.BMC pediatrics · 2025Article
- Maternal and perinatal mortality: geospatial analysis of inequality in pregnancy related and perinatal mortality in Ethiopia.Health policy and planning · 2025Article
- Non-utilisation of postpartum services in northwestern Nigeria: analyses of trend and social determinants from 2003 to 2018.BMJ open · 2025Article
- Article
- Performance evaluation and comparative analysis of different machine learning algorithms in predicting postnatal care utilization: Evidence from the ethiopian demographic and health survey 2016.PLOS digital health · 2025Article
- Article
- Individual and community-level factors associated with women's utilization of postnatal care services in Uganda, 2016: a multilevel and spatial analysis.BMC health services research · 2024Article
- Urban-rural disparities and change in postnatal care use from 2016 to 2019 in Ethiopia: Multivariate decomposition analysis.PloS one · 2024Article
- Prevalence and determinants of adequate postnatal care in Ethiopia: evidence from 2019 Ethiopia mini demographic and health survey.BMC pregnancy and childbirth · 2023Article
- Women's health service access and associated factors in Ethiopia: application of geographical information system and multilevel analysis.BMJ health & care informatics · 2023Article
- Determinants of maternal healthcare utilisation among pregnant women in Southern Ethiopia: a multi-level analysis.BMC pregnancy and childbirth · 2023Article
- Effective coverage of newborn postnatal care in Ethiopia: Measuring inequality and spatial distribution of quality-adjusted coverage.PloS one · 2023Article
- Identifying geographical inequalities of maternal care utilization in Ethiopia: a Spatio-temporal analysis from 2005 to 2019.BMC health services research · 2022Article
- Spatial distribution and determinants of newbornsnot receiving postnatal check-up withintwodays after birth in Ethiopia: a spatial and multilevel analysis of EDHS 2016.BMC pediatrics · 2022Article
- Uptake of postnatal care and its determinants in Ethiopia: a positive deviance approach.BMC pregnancy and childbirth · 2022Article
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivePostnatal care (PNC) is essential for preventing maternal and newborn deaths; however, it still remains less well recognised in low-income and middle-income countries. This study was aimed to explore geographical patterns and identify the determinants of PNC usage among women aged 15-49 years in Ethiopia.
methodsA secondary data analysis was conducted using the 2016 Ethiopian demographic and health survey data. A total of 7193 women were included in this analysis. We employed spatial scan statistics to detect spatial inequalities of PNC usage among women. A multilevel binary logistic regression model was fitted to identify factors associated with women's PNC.
resultsThe prevalence of PNC usage among women was 6.9% (95% CI 6.3% to 7.5%). The SaTScan spatial analysis identified three most likely clusters with low rates of PNC use namely southwestern Ethiopia (log likelihood ratio (LLR)=18.07, p<0.0001), southeast Ethiopia (LLR=14.29, p<0.001) and eastern Ethiopia (LLR=10.18, p=0.024). Women with no education (Adjusted Odd Ratio (AOR)=0.55, 95% CI 0.37 to 0.84) and in the poorest wealth quantile (AOR=0.55, 95% CI 0.39 to 0.78) were less likely to use PNC, while women aged 35-49 years (AOR: 1.75, 95% CI 1.01 to 3.04) and with at least four antenatal care (ANC) visits (AOR=2.37, 95% CI 1.71 to 3.29) were more likely to use PNC.
conclusionPNC usage remains a public health problem and has spatial variations at regional levels in the country. Low prevalence of PNC was detected in the Somali, Oromia, Gambella and Southern Nations, Nationalities, and People's Region (SNNPR) regions. Women with low educational status, old age, being in poorest wealth quantile and history of ANC visits were significantly associated with PNC usage. Hence, it is better to strengthen maternal health programmes that give special emphasis on health promotion with a continuum of care during pregnancy.
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