SynthesisBulletin of the World Health Organization2022
Catastrophic health expenditure in sub-Saharan Africa: systematic review and meta-analysis.
Synthesis in Bulletin of the World Health Organization, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 7 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
66 citing papers in PubMed, 7 syntheses or guidelines pooled it, 99 citations in OpenAlex.
- Catastrophic health expenditure and associated factors in low-, lower-middle and upper-middle-income countries: systematic review and meta-analysis.Global health action · 2026Pooled it
- The socioeconomic and health system determinants of financial protection indicators: a global systematic review (2008-2023).BMJ global health · 2025Pooled it
- Beneficiaries' satisfaction with health insurance and associated factors in Sub-Saharan Africa: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- Measurement of Catastrophic Health Expenditure in India: A Systematic Review and Meta-Analysis.Applied health economics and health policy · 2024Pooled it
- Willingness to pay for National Health Insurance Services and Associated Factors in Africa and Asia: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Impact of community-based health insurance in low- and middle-income countries: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Factors associated with catastrophic health expenditure in sub-Saharan Africa: A systematic review.PloS one · 2022Pooled it
- The Impact of a Mobile Money-Based Intervention on Maternal and Neonatal Health Outcomes in Madagascar: Cluster-Randomized Controlled Trial.JMIR public health and surveillance · 2025Trial
- Informing policy through evidence: A scoping review of factors that influence enrolment in community-based health insurance in East Africa.Global health research and policy · 2026Article
- Harnessing data science to control non-communicable diseases in Africa: a systematic review and gap analysis.Communications medicine · 2026Article
- Article
- Co-Occurrence of Malaria, Pneumonia, and Diarrheal Disease Among Households: A Cohort Study in Rural Western Uganda.Tropical medicine & international health : TM & IH · 2026Article
- Informal payments and the illusion of free care: a perspective from Somalia's fragile health system.International journal for equity in health · 2026Article
- Securing Somalia's health: leveraging sin tax revenues to drive universal health coverage and financial protection for lifesaving care in Somalia's health system-scoping review.Health economics review · 2026Review
- Contribution of Medication Expenditures to Catastrophic Health Expenditures in Iran: An Inequality Analysis.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2026Article
- Economic burden of hemodialysis among patients with chronic kidney disease in Dar es-Salaam region in Tanzania - a cross-sectional study.Cost effectiveness and resource allocation : C/E · 2026Article
- Epidemiology and Burden of Gallbladder and Biliary Diseases and the Socioeconomic Factors in the Region of Middle East and North Africa, 1990-2021: Estimates From the Global Burden of Disease 2021 Study.Health science reports · 2026Article
- Maternity Care Experiences of African-Born Women Living in Melbourne, Australia: A Qualitative Descriptive Study.Journal of racial and ethnic health disparities · 2026Article
- Dementia care gaps in Sub-Saharan Africa: A scoping review of technology, environmental, community perspectives, and financial constraints.PLOS global public health · 2026Article
- Article
6 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To estimate the incidence of, and trends in, catastrophic health expenditure in sub-Saharan Africa. Methods: We systematically reviewed the scientific and grey literature to identify population-based studies on catastrophic health expenditure in sub-Saharan Africa published between 2000 and 2021. We performed a meta-analysis using two definitions of catastrophic health expenditure: 10% of total household expenditure and 40% of household non-food expenditure. The results of individual studies were pooled by pairwise meta-analysis using the random-effects model. Findings: We identified 111 publications covering a total of 1 040 620 households across 31 sub-Saharan African countries. Overall, the pooled annual incidence of catastrophic health expenditure was 16.5% (95% confidence interval, CI: 12.9-20.4; 50 datapoints; 462 151 households; Conclusion: Although data on catastrophic health expenditure for some countries were sparse, the data available suggest that a non-negligible share of households in sub-Saharan Africa experienced catastrophic expenditure when accessing health-care services. Stronger financial protection measures are needed.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.