ArticlePloS one2021
Time to initiation of antenatal care and its predictors among pregnant women in Ethiopia: Cox-gamma shared frailty model.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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30 citing papers in PubMed, 37 citations in OpenAlex.
- Time to initiation of antenatal care and its predictors among pregnant women across 35 sub-Saharan African countries (2011-2024): A multilevel mixed-effects acceleration failure time model of multination population survey data.Reproductive health · 2026Article
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- Multilevel analysis of late antenatal care booking and its predictors among pregnant women in extremely high and very high maternal mortality sub-Saharan African countries: evidence from recent demographic and health surveys data.BMC pregnancy and childbirth · 2025Article
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- Time to first antenatal care visit and its predictors among women in Kenya: Weibull gamma shared frailty model (based on the recent 2022 KDHS data).BMC pregnancy and childbirth · 2025Article
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- Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms.Frontiers in global women's health · 2025Article
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- Time to initiation of antenatal care and its predictors among pregnant women who delivered in Arba Minch town public health facilities, Gamo Zone, southern Ethiopia, 2023: a retrospective follow-up study.Reproductive health · 2024Article
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- Knowledge and attitude towards preconception care and associated factors among women of reproductive age with chronic disease in Amhara region referral hospitals, Ethiopia, 2022.BMC women's health · 2024Article
- Survival analysis of early intention of antenatal care among women in Bangladesh.Scientific reports · 2024Article
- Women Health Literacy and Associated Factors on Women and Child Health Care in Ilu Ababor Public Health Facilities, Ethiopia.International journal of women's health · 2024Article
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- Time to antenatal care booking and its predictors among pregnant women in East Africa: a Weibull gamma shared frailty model using a recent demographic and health survey.Frontiers in global women's health · 2024Article
- Rural-urban disparities in full antenatal care utilization among women in Ethiopia: A further analysis of Mini-EDHS, 2019.PloS one · 2024Article
- Article
- Mean difference in timing of first antenatal checks across regions and associated factors among pregnant women attending health facilities in Ethiopia: evidence from Ethiopian demographic health survey, 2019.BMC public health · 2023Article
- Spatial variations and determinants of knowledge of ovulatory period among young women in Ethiopia: a spatial and multilevel analysis using 2016 EDHS.BMC women's health · 2023Article
- Article
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8 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundTimely initiating antenatal care (ANC) is crucial in the countries that have high maternal morbidity and mortality. However, in developing countries including Ethiopia, pregnant mother's time to initiate antenatal care was not well-studied. Therefore, this study aimed to assess time to first ANC and its predictors among pregnant women in Ethiopia.
methodsA community-based cross-sectional study was conducted among 7,543 pregnant women in Ethiopia using the Ethiopian Demographic Health Survey (EDHS), 2016 data. A two-stage stratified cluster sampling was employed. The Kaplan-Meier (KM) method was used to estimate time to first antenatal care visit. Cox-gamma shared frailty model was applied to determine predictors. Adjusted Hazard Ratio (AHR) with 95% confidence interval was reported as the effect size. Model adequacy was assessed by using the Cox-Snell residual plot. Statistical significance was considered at p value <0.05. For data management and analysis Stata 14 was used.
resultsThe median time to first ANC was 5 months with IQR (3,-). The independent predictors of time to first ANC visit were primary education [AHR: 1.24 (95%CI, 1.13-1.35)], secondary education [AHR: 1.28(95% CI, 1.11-1.47)], higher education [AHR: 1.43 (1.19-1.72)] as compared to women with no formal education. Having media exposure [AHR: 1.13 (95% CI, 1.03-1.24)], early initiation of ANC increases by 25% [AHR: 1.25 (95% CI, 1.12-1.40)] in poorer, 32% [AHR: 1.32 (95% CI, 1.17-1.49)] in middle, 37% [AHR: 1.37 (95% CI, 1.20-1.56)] in richer and 41% [AHR: 1.41 (95%CI, 1.1.19-1.67)] in richest households as compared to poorest household wealth index. Living in city administration, media exposure and community women literacy were also enabler factors, while, long distance from health facility and nomadic region residency were hindering factors of early ANC visit.
conclusionsThe current study revealed that women's time to first antenatal care visit was by far late in Ethiopia as compared to the world health organization recommendation (WHO). The predictors of time to first ANC visit were education status of women, having media exposure, level of household wealth index, community women literacy ad distance to health facility. It is vital that maternal and child health policies and strategies better to be directed at women development and also designing and applying interventions that intended to increase timely initiation ANC among pregnant-women. Researchers also recommended conducting studies using a stronger design like a cohort to establish temporality and reduce biases.
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