Continuum of Maternal Healthcare and Neonatal Mortality in Sub-Saharan Africa

Background: Neonatal mortality remains a significant public health challenge in Sub Saharan Africa (SSA). The continuum of maternal care (COC), spanning antenatal care (ANC), skilled birth attendance (SBA), and postnatal care (PNC) represents an integrated pathway to improving neonatal survival. Multi-country evidence on how adherence to this full continuum affects neonatal outcomes across SSA is limited. Objectives: This study aimed to: (1) construct a composite COC indicator and describe its sociodemographic distribution; (2) estimate its association with neonatal mortality; (3) conduct a counterfactual analysis; and (4) examine cross country heterogeneity in the COC effect on neonatal mortality. Methods: Pooled Demographic and Health Survey (DHS) data from 35 SSA countries (2010 to 2026) were analyzed (N = 867,984 live births). A binary CoC indicator (coc1 = 1 if mother received [&ge;]4 ANC visits, skilled birth attendance, and PNC within 48 hours) was constructed. Survey-weighted logistic regression adjusted for wealth, education, residence, parity, maternal age, child sex, child age, and country. Counterfactual predictive margins and a COC and country interaction model were estimated in Stata 18. Results: Only 13.47% of mothers met the full COC threshold. COC completion was higher among wealthier, urban, more educated, and lower-parity women. After adjustment, CoC receipt was associated with significantly lower odds of neonatal death (aOR = 0.638, 95% CI: 0.577 - 0.706, p < 0.001). Counterfactual analysis showed the predicted neonatal mortality probability would fall from 3.15% (no CoC) to 2.04% (full CoC), an absolute risk reduction of 1.11 percentage points. Cross-country interaction terms were largely non-significant; only Namibia reached significance (p = 0.036). Conclusion: Completion of the full continuum of maternal care is independently associated with reduced neonatal mortality across SSA. Equity focused policies should prioritize integrated service delivery for rural, poor, and less educated women.