ArticleBMC pregnancy and childbirth2022
Geographical variation and predictors of zero utilization for a standard maternal continuum of care among women in Ethiopia: a spatial and geographically weighted regression analysis.
Article in BMC pregnancy and childbirth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed, 19 citations in OpenAlex.
- Article
- Inequalities in the completion of maternal continuum of care in Ethiopia using the 2019 mini-Ethiopian demographic and health survey.Scientific reports · 2026Article
- Geospatial variation of bottle feeding practice among children aged 0-23 months in East Africa: Geographically weighted regression analysis.SAGE open medicine · 2026Article
- Assessing metrics for evaluating the maternal continuum of care in Ethiopia: A scoping review.PLOS global public health · 2026Article
- Regional variations in prevalence and factors associated with maternal healthcare services utilisation in Nigeria.BMC women's health · 2025Article
- Spatial distribution and determinants of full package maternal health service utilization in Ethiopia using 2019 Mini Ethiopian Demographic Health Survey.Scientific reports · 2025Article
- Identification of Spatial Hot spots Clustering and Geographically Weighted Regression Analysis to Assess Predictors of Cesarean Section Delivery in Northeastern States, India.Journal of obstetrics and gynaecology of India · 2025Article
- Article
- Mapping mixed milk feeding practice and its spatial predictors among children aged 0-6 months in Ethiopia: a geographically weighted regression analysis.Scientific reports · 2025Article
- Institutional delivery and its determinants among reproductive-age women in Mozambique: A geographic weighted regression.PLOS global public health · 2025Article
- Leveraging machine learning to identify determinants of zero utilization of maternal continuum of care in Ethiopia: Insights from SHAP analysis and the 2019 mini DHS.PLOS global public health · 2025Article
- Spatial distribution and determinants of Early sexual initiation in Ethiopia.BMC public health · 2024Article
- Spatial distribution and urban-rural disparity of unmet need for family planning among married/in-union women in Ethiopia: a spatial and decomposition analysis.Frontiers in reproductive health · 2024Article
- Determinants and geographic distribution of early newborn care in Ethiopia: evidence from the 2019 Ethiopian Mini Demographic Health Survey.Scientific reports · 2023Article
- Spatial variation and predictors of missing birth preparedness and complication readiness (BPCR) messages in Ethiopia.PloS one · 2023Article
- Using geographically weighted regression analysis to assess predictors of home birth hot spots in Ethiopia.PloS one · 2023Article
- 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
- Completion of the maternal continuity of care and associated factors among women who gave birth in the last 6 months in Kena District, southern Ethiopia: A community-based cross-sectional study, 2023.Women's health (London, England)Article
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6 authors at 3 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundMaintaining and effectively utilizing maternal continuum of care could save an estimated 860,000 additional mothers and newborn lives each year. In Ethiopia, the number of maternal and neonatal deaths occurred during pregnancy, childbirth, and the postpartum period was very high. It is indisputable that area-based heterogeneity of zero utilization for a standard maternal continuum of care is critical to improve maternal and child health interventions. However, none of the previous studies explored the spatial distribution of zero utilization for maternal continuum of care. Hence, this study was aimed to explore geographical variation and predictors of zero utilization for a standard maternal continuum of care among women in Ethiopia.
methodsA total of 4178 women who gave birth five years preceding the 2016 Ethiopian demographic and health survey were included. ArcGIS version 10.7, SaT Scan version 9.6, and GWR version 4.0 Software was used to handle mapping, hotspot, ordinary least square, Bernoulli model analysis, and to model spatial relationships. Finally, a statistical decision was made at a p-value< 0.05 and at 95% confidence interval. MAIN
findingsThe proportion of mothers who had zero utilization of a standard maternal continuum of care was 48.8% (95% CI: 47.3-50.4). Hot spot (high risk) regions for zero utilization of maternal continuum of care was detected in Afder, Warder, Korahe and Gode Zones of Somali region and West Arsi Zone of Oromia region. Respondents who had poor wealth index, uneducated mothers, and mothers who declared distance as a big problem could increase zero utilization of maternal continuum of care by 0.24, 0.27, and 0.1 times.
conclusionFive women out of ten could not utilize any components of a standard maternal continuum of care. Hot spot (high risk) areas was detected in Afder, Warder, Korahe and Gode Zones of Somali region and West Arsi Zone of Oromia region. Poor wealth index, uneducated mothers, and mothers who declare distance as a big problem were factors significantly associated with zero utilization of maternal continuum of care. Thus, geographical based intervention could be held to curve the high prevalence of zero utilization of maternal continuum of care.
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