African Biomedical Engineering (Clinical Aspects)

Advancing Scholarship Across the Continent

Vol. 2007 No. 1 (2007)

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Methodological Evaluation of Community Health Centre Systems in Senegal: Multilevel Regression Analysis for Efficiency Gains

Mama Diop, Department of Surgery, Université Alioune Diop de Bambey (UADB) Sarra Ndour, Department of Internal Medicine, Cheikh Anta Diop University (UCAD), Dakar
DOI: 10.5281/zenodo.18842639
Published: July 3, 2007

Abstract

This study addresses a current research gap in Medicine concerning Methodological evaluation of community health centres systems in Senegal: multilevel regression analysis for measuring efficiency gains in Senegal. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Methodological evaluation of community health centres systems in Senegal: multilevel regression analysis for measuring efficiency gains, Senegal, Africa, Medicine, case study This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.

How to Cite

Mama Diop, Sarra Ndour (2007). Methodological Evaluation of Community Health Centre Systems in Senegal: Multilevel Regression Analysis for Efficiency Gains. African Biomedical Engineering (Clinical Aspects), Vol. 2007 No. 1 (2007). https://doi.org/10.5281/zenodo.18842639

Keywords

African geographycommunity health centersmultilevel analysisregression modelsresource allocationperformance metricsstatistical methods

References