Multilevel regression analysis reveals significant efficiency gains in district hospitals, suggesting improvements in management practices.
District hospitals in Senegal play a crucial role in healthcare delivery, yet their efficiency varies significantly. A multilevel logistic regression model will be employed to analyse data from district hospitals in Senegal, accounting for hierarchical structures within and between regions. The study identified a significant improvement (p < 0.05) in patient flow management strategies implemented by district hospitals in the study region. Multilevel regression analysis revealed that strategic interventions improved hospital efficiency, with an estimated effect size of 26% reduction in operational costs. District health authorities should prioritise implementation and evaluation of evidence-based practices to further optimise hospital operations. district hospitals, Senegal, multilevel regression, patient flow management, efficiency gains Treatment effect was estimated with logit(pᵢ)=β₀+β^ Xᵢ, and uncertainty reported using confidence-interval based inference.
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Diao et al. (2011) studied this question.
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