ArticleHealth economics review2023
Assessing the efficiency of health systems in achieving the universal health coverage goal: evidence from Sub-Saharan Africa.
Article in Health economics review, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Technical and scale efficiency in health service production in Kenya: subnational analysis of 47 county governments.Archives of public health = Archives belges de sante publique · 2026Article
- Environmental surveillance of pathogens in Africa.Applied and environmental microbiology · 2026Review
- State-church partnerships as an innovative strategy in healthcare delivery for universal health coverage in sub-Saharan Africa: a scoping review.Health policy and planning · 2026Article
- Access to digital health technologies: personalized framework and global perspectives.Nature reviews. Cardiology · 2026Review
- Barriers to healthcare access among women in sub-Saharan Africa: A pooled analysis of multi-country DHS data (2019-2023).PloS one · 2026Article
- Evaluating the Financial Factors Influencing Maternal, Newborn, and Child Health in Africa: Tobit Regression and Data Envelopment Analysis.JMIRx med · 2025Article
- Health insurance coverage in Mexico: progress, inequalities and remaining challenges towards UHC2030.Health research policy and systems · 2025Article
- Community-based health insurance service satisfaction and experiences of beneficiaries and health professionals in North Gondar Zone, Ethiopia.Journal of public health research · 2025Article
- What slows the progress of health systems strengthening at subnational level? A political economy analysis of three districts in Uganda.PLOS global public health · 2025Article
- How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.Frontiers in public health · 2025Article
- Universal health coverage-Exploring the what, how, and why using realist review.PLOS global public health · 2025Article
- Efficiency of the healthcare system and the impact of smoking bans: a DEA analysis of the Guangdong-Hong Kong-Macau Greater Bay Area in Asia.Frontiers in public health · 2025Article
- One health approach unravels worrying antimicrobial resistance patterns: A cross-sectional study in Kisii, Kenya.PloS one · 2025Article
- Health system efficiency and equity in ASEAN: an empirical investigation.Cost effectiveness and resource allocation : C/E · 2024Article
- Advocacy, experience sharing and action planning toward raising additional financing for primary health care: spending more and spending better towards universal health coverage.BMC proceedings · 2024Article
- Article
- Evaluating health systems' efficiency towards universal health coverage: A data envelopment analysis.Inquiry : a journal of medical care organization, provision and financingArticle
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
objectiveUniversal health coverage (UHC) is a major pathway to save many people from catastrophic and impoverishing healthcare spending and address the inequality in health and healthcare. The objective of this paper is to assess the efficiency with which health systems in sub-Saharan Africa (SSA) are utilizing healthcare resources to progress towards achieving the UHC goal by 2030.
methodsThe study followed the guidelines proposed by the World Health Organization (WHO) and World Bank joint UHC monitoring framework and the computational operationalization approach proposed by Wagstaff et al. (2015) to estimate the UHC index for each of the 30 selected SSA countries. The bootstrapping output-oriented data envelopment analysis (DEA) was used to estimate the bias-corrected technical efficiency scores and examine the environmental factors that influence health system efficiency.
resultsThe estimated UHC levels ranged from a minimum of 52% to a maximum of 81% [Formula: see text] with a median coverage of 66%. The average bias-corrected efficiency score was 0.81 [Formula: see text]. The study found that education, governance quality, public health spending, external health funding, and prepayment arrangements that pool funds for health had a positive significant effect on health system efficiency in improving UHC, while out-of-pocket payment had a negative impact.
conclusionThe results show that health systems in SSA can potentially enhance UHC levels by at least 19% with existing healthcare resources if best practices are adopted. Policymakers should aim at improving education, good governance, and healthcare financing architecture to reduce out-of-pocket payments and over-reliance on donor funding for healthcare to achieve UHC.
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