Maternal care facilities in Rwanda are crucial for ensuring optimal health outcomes for mothers and their newborns. However, there is a need to evaluate the effectiveness of these systems through rigorous methodological approaches. Panel data analysis was employed to assess the impact of various factors on maternal and neonatal health indicators. The dataset includes longitudinal records from multiple hospitals, allowing for both cross-sectional and time-series analyses. The analysis revealed significant variations in treatment protocols across different facilities, with some systems demonstrating better adherence to recommended clinical guidelines compared to others. A specific finding was that the proportion of cases where neonatal mortality rates were below the national average was higher in hospitals implementing evidence-based care practices (58% vs 42%). The study underscores the importance of adopting standardised protocols and continuous quality improvement initiatives within maternal care facilities to enhance clinical outcomes. Policy recommendations include fostering inter-hospital collaboration, offering regular training sessions for healthcare providers, and investing in infrastructure improvements targeted at underperforming units. Maternal Care Facilities, Panel Data Analysis, Clinical Outcomes, Rwanda Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.
Rugamba et al. (Sat,) studied this question.