Maternal care facilities in Uganda are crucial for ensuring safe childbirth practices and infant health outcomes. However, there is a need to evaluate the effectiveness of these systems through systematic reviews. A comprehensive search strategy was employed to identify relevant studies published between and . Studies were selected based on predefined inclusion criteria, including specific maternal health interventions and their clinical effects. The analysis utilised a multilevel mixed-effects model with robust standard errors to account for the hierarchical structure of the data. The panel-data estimation revealed significant variations in clinical outcomes across different facilities, with a notable 20% improvement in neonatal survival rates associated with well-resourced healthcare centers compared to less equipped ones. This meta-analysis highlights the importance of resource allocation for maternal care facilities, emphasising the need for standardised quality control measures and continuous professional development among health workers. Policy-makers should prioritise investment in infrastructure and training programmes to enhance the performance of maternal care facilities nationwide. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.