Table · dataset · 2026
<p dir="ltr">Closing the Universal Health Coverage Gap through Efficiency: A Bias-Corrected Bootstrap DEA Analysis of Health-System Performance in Sub-Saharan Africa</p>
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Description
<h3 dir="ltr">Data Repository Description</h3><p dir="ltr">This repository contains the data, analytical files, and replication materials supporting the study <b>“Closing the Universal Health Coverage Gap through Efficiency: A Bias-Corrected Bootstrap DEA Analysis of Health-System Performance in Sub-Saharan Africa.”</b> The study covers <b>48 Sub-Saharan African countries from 2000 to 2023</b>, with a 2022 efficiency benchmark based on 46 countries.
The dataset integrates publicly available indicators from the <b>World Development Indicators (WDI), Worldwide Governance Indicators (WGI), WHO/World Bank UHC series, and related health-expenditure databases</b>.</p><p dir="ltr">The repository includes variables on health expenditure, physicians, nurses and midwives, hospital beds, universal health coverage, health financing, institutional quality, socioeconomic conditions, and population health outcomes.
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It also contains materials used for <b>variable-returns-to-scale Data Envelopment Analysis (DEA), bootstrap bias correction, truncated-bootstrap regression, fixed-effects estimation, PCA governance robustness, sensitivity analysis, matched-year comparisons, and stochastic frontier analysis</b>. The materials are provided to facilitate transparency, verification, and reproducibility of the study’s empirical results.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33735043.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33735043 | 5 d ago | JSON v1 |
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|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |