ArticleBMC pregnancy and childbirth2018
Spatial distribution of antenatal care utilization and associated factors in Ethiopia: evidence from Ethiopian demographic health surveys.
Article in BMC pregnancy and childbirth, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 5 of them syntheses that pooled it.
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Who cites it
45 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- How applicable is geospatial analysis in maternal and neonatal health in sub-Saharan Africa? A systematic review.Journal of global health · 2022Pooled it
- Pooled it
- Prevalence and predictors of uterine rupture among Ethiopian women: A systematic review and meta-analysis.PloS one · 2020Pooled it
- Adherence of iron and folic acid supplementation and determinants among pregnant women in Ethiopia: a systematic review and meta-analysis.Reproductive health · 2019Pooled it
- Determinants of antenatal care utilisation in sub-Saharan Africa: a systematic review.BMJ open · 2019Pooled it
- Modeling predictors of incomplete antenatal care utilization among reproductive-age women in Ethiopia using machine learning algorithms and SHAP interpretation.PLOS digital health · 2026Article
- Spatial Distribution and Determinants of Early Resumption of Postpartum Sexual Intercourse among Postpartum Women in Ethiopia: A Multilevel Analysis.Archives of gynecology and obstetrics · 2026Article
- Coexisting maternal and child undernutrition in Ethiopia: Spatial modeling and multilevel analysis of consecutive EDHS data.PloS one · 2026Article
- Optimizing machine learning models for predicting health service access and determinants among pregnant women in rural Ethiopia.Scientific reports · 2025Article
- Maternal and perinatal mortality: geospatial analysis of inequality in pregnancy related and perinatal mortality in Ethiopia.Health policy and planning · 2025Article
- Article
- Only 9% of mothers have eight and more ANC visit in 14 sub-saharan African countries; evidence from the most recent DHS 2018-2023: a multilevel analysis.BMC public health · 2024Article
- Multilevel modelling of factors associated with eight or more antenatal care contacts in low and middle-income countries: findings from national representative data.Annals of medicine and surgery (2012) · 2024Article
- Utilization of Antenatal Care and Skilled Birth Delivery Services in Sub-Saharan Africa: A Systematic Scoping Review.International journal of environmental research and public health · 2024Article
- Socio-ecological factors of girl child marriage: a meta-synthesis of qualitative research.BMC public health · 2024Article
- Spatial-temporal patterns and predictors of timing and inadequate antenatal care utilization in Zambia: A Generalized Linear Mixed Model (GLMM) investigation from 1992 to 2018.PLOS global public health · 2024Article
- Predictors of delayed initiation of breast milk and exclusive breastfeeding in Ethiopia: A multi-level mixed-effect analysis.PloS one · 2024Article
- Spatial patterns and associated factors of HIV testing and counselling (HTC) as a component of antenatal care services in Ethiopia.PloS one · 2024Article
- Magnitude, disparity, and predictors of poor-quality antenatal care service: A systematic review and meta-analysis.SAGE open medicine · 2024Review
- Women's health service access and associated factors in Ethiopia: application of geographical information system and multilevel analysis.BMJ health & care informatics · 2023Article
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4 authors.
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Abstract
backgroundAntenatal care (ANC) is one of the components of care to be provided to pregnant women. In Ethiopia, characterizing the spatial distribution of antenatal care utilization is essential to prioritize risk areas where ANC is needed and facilitate interventions. Therefore, this spatial analysis was performed to assess the spatial distribution of ANC utilization between 2000 and 2011 and to identify factors associated with ANC utilization in Ethiopia.
methodsA total of 23,179 women who had a live birth in the five years preceding the surveys were included in the study. The spatial data were created in ArcGIS10.1 for each study clusters. The Bernoulli model was used by applying Kulldorff methods using the SaTScan™ software to analyze the purely spatial clusters of ANC utilization. Multiple logistic regression analysis was used to identify predictors affecting ANC utilization.
resultsANC utilization had spatial variations across the country. Spatial scan statistics identified 49 high performing clusters (LLR = 111.92, P < 0.001) in 2000, 51 (LLR = 114.49, P < 0.001) in 2005 and, 86 (LLR = 121.53, P < 0.001) in 2011. ANC utilization was higher among mothers; with richest wealth quintiles, lowest number of birth order, who are living in urban areas, younger and educated.
conclusionThese results provide further insight into differences in ANC utilization in the country and highlight high and modest performing clusters. This could enable efficient and timely spatial targeting to improve ANC service up take in Ethiopia.
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