ArticleBMC medicine2023
Financial hardship associated with catastrophic out-of-pocket spending tied to primary care services in low- and lower-middle-income countries: findings from a modeling study.
Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Beneficiaries' satisfaction with health insurance and associated factors in Sub-Saharan Africa: a systematic review and meta-analysis.BMJ open · 2025Pooled it
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- Quality of care and health insurance uptake in Namibia.Journal of public health in Africa · 2026Article
- Health Equity Barriers to Accessing Vaccination and Screening Services in Low- and Middle-Income Countries: A Narrative Review.Risk management and healthcare policy · 2026Review
- Exploring risk factors associated with catastrophic health expenditure on diarrhea management in Karachi, Pakistan, 2022-2024.PLOS global public health · 2026Article
- Burden or benefit? Unveiling the impact of out-of-pocket health expenditures in Somalia's healthcare system.Health economics review · 2025Article
- Unintentionally retained surgical gauze presenting as chronic infected fistula to the surgical wound: a report of two cases.Patient safety in surgery · 2025Article
- Risk of food insecurity and its association with social determinants of health among hospitalized patients in Lebanon.BMC nutrition · 2025Article
- Financial risk protection from vaccines in 52 Gavi-eligible low- and middle-income countries: A modeling study.PLoS medicine · 2025Article
- Factors Influencing Primary Healthcare System in the Achievement of Universal Health Coverage in the WHO-AFRO Region: An Integrative Review.Public health challenges · 2025Review
- Mapping the social networks of key actors in the development of health technology assessment in Iran.Journal of preventive medicine and hygiene · 2025Article
- From poverty to health: intraurban inequalities in child health indicators in low-income and middle-income countries during the SDG era.BMJ global health · 2025Article
- Mortality of trauma patients in conflict-affected region: a retrospective observational study of ICU admissions and surgical management.BMC surgery · 2025Observational
- Exploring patient and provider perspectives on health insurance effectiveness in cameroon: a qualitative study.Health economics review · 2025Article
- Factors associated with mortality in surgical patients admitted to a low-resource mixed intensive care unit: a cross-sectional study.BMC surgery · 2025Article
- Household healthcare expenditure: A cross-sectional analysis of urban and rural Puducherry, South India.Journal of family medicine and primary care · 2025Article
- Mental health and catastrophic health expenditures in conflict-affected regions of Colombia before and during COVID-19: an inequalities perspective.International journal for equity in health · 2025Article
- Financial risk protection and Nigeria's journey towards universal health coverage.npj health systems · 2025Review
- Exploring the facilitators and barriers to achieving universal health coverage in Uganda: a qualitative study of the free healthcare policy.Health research policy and systems · 2025Article
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7 authors.
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Abstract
backgroundFinancial risk protection (FRP) is a key component of universal health coverage (UHC): all individuals must be able to obtain the health services they need without experiencing financial hardship. In many low-income and lower-middle-income countries, however, the health system fails to provide sufficient protection against high out-of-pocket (OOP) spending on health services. In 2018, OOP health spending comprised approximately 40% of current health expenditures in low-income and lower-middle-income countries.
methodsWe model the household risk of catastrophic health expenditures (CHE), conditional on having a given disease or condition-defined as OOP health spending that exceeds a threshold percentage (10, 25, or 40%) of annual income-for 29 health services across 13 disease categories (e.g., diarrheal diseases, cardiovascular diseases) in 34 low-income and lower-middle-income countries. Health services were included in the analysis if delivered at the primary care level and part of the Disease Control Priorities, 3rd edition "highest priority package." Data were compiled from several publicly available sources, including national health accounts, household surveys, and the published literature. A risk of CHE, conditional on having disease, was modeled as depending on usage, captured through utilization indicators; affordability, captured via the level of public financing and OOP health service unit costs; and income.
resultsAcross all countries, diseases, and health services, the risk of CHE (conditional on having a disease) would be concentrated among poorer quintiles (6.8% risk in quintile 1 vs. 1.3% in quintile 5 using a 10% CHE threshold). The risk of CHE would be higher for a few disease areas, including cardiovascular disease and mental/behavioral disorders (7.8% and 9.8% using a 10% CHE threshold), while lower risks of CHE were observed for lower cost services.
conclusionsInsufficient FRP stands as a major barrier to achieving UHC, and risk of CHE is a major problem for health systems in low-income and lower-middle-income countries. Beyond its threat to the financial stability of households, CHE may also lead to worse health outcomes, especially among the poorest for whom both ill health and financial risk are most severe. Modeling the risk of CHE associated with specific disease areas and services can help policymakers set progressive health sector priorities. Decision-makers could explicitly include FRP as a criterion for consideration when assessing the health interventions for inclusion in national essential benefit packages.
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