Methodological Evaluation of District Hospitals Systems in Rwanda Using Difference-in-Differences Model for Yield Improvement Assessment

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Hauptverfasser: Kizito, Ingabiriro, Nshuti, Kabuye, Nsagwa, Murimwami
Format: Recurso digital
Sprache:Englisch
Veröffentlicht: Zenodo 2013
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author Kizito, Ingabiriro
Nshuti, Kabuye
Nsagwa, Murimwami
author_facet Kizito, Ingabiriro
Nshuti, Kabuye
Nsagwa, Murimwami
contents <p>Rwanda's district hospitals play a crucial role in healthcare delivery but face challenges related to resource allocation and service efficiency. A DiD model will be applied, leveraging pre- and post-intervention data from a selection of district hospitals to measure yield improvements. The preliminary analysis suggests that implementing targeted interventions in certain areas led to an increase in patient throughput by approximately 15% over the study period. The DiD model demonstrated robustness in identifying yield improvement trends but requires further validation with a larger sample size and comprehensive data integration. Further research should explore scalability of these findings across other regions and consider additional factors affecting system performance. district hospitals, Rwanda, difference-in-differences (DiD), healthcare systems, yield improvement Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.</p>
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spellingShingle Methodological Evaluation of District Hospitals Systems in Rwanda Using Difference-in-Differences Model for Yield Improvement Assessment
Kizito, Ingabiriro
Nshuti, Kabuye
Nsagwa, Murimwami
African geography
district hospitals
intervention study
yield improvement
difference-in-differences
econometrics
healthcare delivery
<p>Rwanda's district hospitals play a crucial role in healthcare delivery but face challenges related to resource allocation and service efficiency. A DiD model will be applied, leveraging pre- and post-intervention data from a selection of district hospitals to measure yield improvements. The preliminary analysis suggests that implementing targeted interventions in certain areas led to an increase in patient throughput by approximately 15% over the study period. The DiD model demonstrated robustness in identifying yield improvement trends but requires further validation with a larger sample size and comprehensive data integration. Further research should explore scalability of these findings across other regions and consider additional factors affecting system performance. district hospitals, Rwanda, difference-in-differences (DiD), healthcare systems, yield improvement Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.</p>
title Methodological Evaluation of District Hospitals Systems in Rwanda Using Difference-in-Differences Model for Yield Improvement Assessment
topic African geography
district hospitals
intervention study
yield improvement
difference-in-differences
econometrics
healthcare delivery
url https://doi.org/10.5281/zenodo.18986307