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Background Indicators of reproductive health (RH) are expected to be both inter-related and associated with key social determinants. As the provision of RH services is usually integrated, the effort to improve one RH component should influence the other components. However, there is a lack of evidence-based models demonstrating the inter-relationships. The purpose of this study was to examine the inter-relationships among key RH indicators and their relationship with women's literacy in sub-Saharan Africa (SSA). Methods Data were sourced from the most recent demographic and health survey conducted between 2010 and 2016 in 391 provinces of 29 SSA countries. We examined seven RH indicators along with women's literacy. The unit of analysis was at the provincial level. Structural equation modelling was used to examine the strength of relationships among these indicators and with women's literacy, using the total standardized effect sizes. Significance tests and 95% confidence intervals (CIs) for these effects were calculated using a bias-corrected bootstrap method. Results RH indicators are strongly interrelated and are associated with women's literacy. The strongest relationship is observed between women's literacy rate and the contraception prevalence rate, with a total standardized effect size of 0.79 (95% CI 0.74–0.83). The model of inter-relationships developed in this study may guide the design, implementation and evaluation of RH policies and programmes. Conclusions The key challenge in reducing fertility in SSA is to reduce people fertility desire. This could mainly be addressed by enhancing integrated approaches especially between the education and health sectors. [ABSTRACT FROM AUTHOR]

Objective: To determine individual- and country-level determinants of utilization of key maternal health services in sub-Saharan Africa (SSA).Study Setting: We used the most recent standard demographic and health survey data from the period of 2005 to 2015 for 34 SSA countries. Predictors of key maternal health service indicators were determined using a sample of 245 178 women who had at least one live birth 5 years preceding the survey.Study Design: We used a two-level hierarchical model, considering individual predictors at level one and country factors at level two of the hierarchy.Principal Findings: While the skilled birth attendance (SBA) utilization rate reached 53 percent during the study period, the recommended four or more antenatal care (ANC) coverage was commonly low with less significant differences among different groups of women and countries. Being in a middle-income country increased the individual-level association between ANC and SBA (OR = 2.34, 95% CI: 1.24, 4.44). Less privileged women with lower education level were less likely to receive maternal health services.Conclusions: This study reveals the existence of wide gaps between ANC and SBA coverage in SSA. Urgent policy attention is required to improve access, utilization, and quality of maternal health services. [ABSTRACT FROM AUTHOR]