ArticleBMC women's health2021
Time to first birth and its predictors among reproductive-age women in Ethiopia: inverse Weibull gamma shared frailty model.
Article in BMC women's health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Beyond the Cox model: a log-logistic accelerated failure time frailty model for analysing first birth timing in Zimbabwe.BMC medical research methodology · 2026Article
- Time to first birth and its determinants among female youths in Ethiopia using accelerated failure time shared frailty models.Scientific reports · 2026Article
- Article
- Modelling associated factors of maternal age at first birth in Ethiopia: Gamma regression approach.PloS one · 2026Article
- Spatial distribution and predictors of early childbearing among Ethiopian women: evidence from the 2016 Ethiopian Demographic and Health Survey.BMC pregnancy and childbirth · 2025Article
- Predictors of adolescent childbearing among Ethiopian women with spatial effect adjustment.BMC public health · 2024Article
- Time to first birth and its predictors among reproductive-age women in Ethiopia: multilevel analysis using shared frailty model.BMJ open · 2024Article
- Investigating time to first birth among women of reproductive age in Bangladesh: a survival analysis of nationwide cross-sectional survey data.Journal of health, population, and nutrition · 2024Article
- Factors associated with time to first birth interval among ever married Bangladeshi women: A comparative analysis on Cox-PH model and parametric models.PLOS global public health · 2024Article
- Implementation of maternal guidelines for gravid teenagers with hypertensive disorders in KwaZulu-Natal.Curationis · 2023Article
- Timing of perinatal death; causes, circumstances, and regional variations among reviewed deaths in Ethiopia.PloS one · 2023Article
- Time to first birth and its predictors among reproductive age women in high fertility countries in Sub-Saharan Africa: Inverse Weibull gamma shared frailty model.BMC pregnancy and childbirth · 2022Article
- Bayesian Shared Frailty Models for Time to First Birth of Married Women in Ethiopia: Using EDHS 2016.Computational and mathematical methods in medicine · 2022Article
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Abstract
backgroundHigh maternal and child death with high fertility rate have been reported in Ethiopia. Extreme age at first birth is linked with both maternal and child morbidity and mortality. However, literatures showed there were limited studies on the timing of the first birth and its predictors in the area so far. Therefore, determining the time to first birth and its predictors will help to design strategies to improve maternal and child survival.
methodsA community-based cross-sectional study was conducted among reproductive-age women in Ethiopia using the Ethiopian demographic health survey, 2016 data. Stratified two-stage cluster sampling technique was used for sampling. The Kaplan-Meier method was used to estimate time to first birth. Inverse Weibull gamma shared frailty model applied to model the data at 95% confidence interval (CI), adjusted hazard ratio (AHR) and median hazard ratio (MHR) were reported as effect size. Proportional hazard assumption checked using Schoenfeld residual test. Information Criteria were applied to select a parsimonious model. Stratified analysis performed for the interaction terms and statistical significance was declared at p value < 0.05.
resultsThe overall median age at first birth was found to be 20 years (IQR, 16-24 years). The independent predictors of time to first birth were: married 15-17 years (AHR = 2.33, 95% CI 2.08-2.63), secondary education level (AHR = 0.84, 95% CI 0.78-0.96), higher education level (AHR = 0.75, 95% CI 0.65-0.85), intercourse before 15 years in the married stratum (AHR = 23.81, 95% CI 22.22-25.64), intercourse 15-17 years in married stratum (AHR = 5.56, 95% CI 5.26-5.88), spousal age difference (AHR = 1.11, 95% CI 1.05-1.16),and use of contraceptives (AHR = 0.91, 95% CI 0.86-0.97). The median increase in the hazard of early childbirth in a cluster with higher early childbirth is 16% (MHR = 1.16, 95% CI 1.13-1.20) than low risk clusters adjusting for other factors.
conclusionIn this study, first birth was found to be at an early age. Early age at first marriage, at first sexual intercourse and their interaction, high spousal age difference, being Muslim were found to increase early motherhood. Conversely, living in the most urban region, secondary and higher women education were identified to delay the first birth. Investing on women education and protecting them from early marriage is required to optimize time to first birth. The contextual differences in time to first birth are an important finding which requires more study and interventions.
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