ArticleLancet (London, England)2017
Future and potential spending on health 2015-40: development assistance for health, and government, prepaid private, and out-of-pocket health spending in 184 countries.
Article in Lancet (London, England), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 97 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
97 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Evolution and effectiveness of bilateral and multilateral development assistance for health: a mixed-methods review of trends and strategic shifts (1990-2022).BMJ global health · 2025Pooled it
- Burden of metabolic syndrome in the global adult HIV-infected population: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Trial
- Reduction of routine use of radiography in patients with ankle fractures leads to lower costs and has no impact on clinical outcome: an economic evaluation.BMC health services research · 2020Trial
- Incremental cost and cost-effectiveness of low-dose, high-frequency training in basic emergency obstetric and newborn care as compared to status quo: part of a cluster-randomized training intervention evaluation in Ghana.Globalization and health · 2017Trial
- Aid, debt, International Monetary Fund conditionalities and domestic health financing in low- and middle-income countries.Health policy and planning · 2026Article
- Aid withdrawal: an event study of mortality, vaccine coverage and DALY following transitioning from Gavi support.BMJ global health · 2026Article
- Development of a collaborative rehabilitation education program for primary care: an educational action research approach.BMC primary care · 2026Article
- The impact of country income level on the management of heart failure with preserved ejection fraction: an international survey.ESC heart failure · 2026Article
- Role of Genomic, Economic, and Demographic Disparities in Mpox Epidemic in Africa: A Retrospective Cross-Country Analysis.Microorganisms · 2025Article
- Impact of health expenditure on universal health coverage (UHC) (composite index): Global evidence.Health promotion perspectives · 2025Article
- The Measurement of Evidence-Based Healthcare Competence of Nurses and Associated Background Factors: A Scoping Review.Research in nursing & health · 2025Article
- Relationship between handgrip strength and timed up-and-go test on hospitalization costs in older adults: a population-based study.BMC public health · 2025Article
- Promoting Geropsychology: A Memorandum for Research, Policies, Education Programs, and Practices for Healthy Aging.International journal of environmental research and public health · 2024Review
- Burden of Stroke Attributable to Nonoptimal Temperature in 204 Countries and Territories: A Population-Based Study, 1990-2019.Neurology · 2024Article
- Factors impacting sustained coverage in the context of donor transitions: experience from Sri Lanka.Health policy and planning · 2024Article
- Random forest model used to predict the medical out-of-pocket costs of hypertensive patients.Frontiers in public health · 2024Article
- Sustaining the HIV/AIDS response: PEPFAR's vision.Journal of the International AIDS Society · 2023Article
- Pragmatic solutions to reduce the global burden of stroke: a World Stroke Organization-Lancet Neurology Commission.The Lancet. Neurology · 2023Review
- Future health expenditure in the BRICS countries: a forecasting analysis for 2035.Globalization and health · 2023Article
37 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
1 author.
Funding
Abstract
backgroundThe amount of resources, particularly prepaid resources, available for health can affect access to health care and health outcomes. Although health spending tends to increase with economic development, tremendous variation exists among health financing systems. Estimates of future spending can be beneficial for policy makers and planners, and can identify financing gaps. In this study, we estimate future gross domestic product (GDP), all-sector government spending, and health spending disaggregated by source, and we compare expected future spending to potential future spending.
methodsWe extracted GDP, government spending in 184 countries from 1980-2015, and health spend data from 1995-2014. We used a series of ensemble models to estimate future GDP, all-sector government spending, development assistance for health, and government, out-of-pocket, and prepaid private health spending through 2040. We used frontier analyses to identify patterns exhibited by the countries that dedicate the most funding to health, and used these frontiers to estimate potential health spending for each low-income or middle-income country. All estimates are inflation and purchasing power adjusted.
findingsWe estimated that global spending on health will increase from US$9·21 trillion in 2014 to $24·24 trillion (uncertainty interval [UI] 20·47-29·72) in 2040. We expect per capita health spending to increase fastest in upper-middle-income countries, at 5·3% (UI 4·1-6·8) per year. This growth is driven by continued growth in GDP, government spending, and government health spending. Lower-middle income countries are expected to grow at 4·2% (3·8-4·9). High-income countries are expected to grow at 2·1% (UI 1·8-2·4) and low-income countries are expected to grow at 1·8% (1·0-2·8). Despite this growth, health spending per capita in low-income countries is expected to remain low, at $154 (UI 133-181) per capita in 2030 and $195 (157-258) per capita in 2040. Increases in national health spending to reach the level of the countries who spend the most on health, relative to their level of economic development, would mean $321 (157-258) per capita was available for health in 2040 in low-income countries.
interpretationHealth spending is associated with economic development but past trends and relationships suggest that spending will remain variable, and low in some low-resource settings. Policy change could lead to increased health spending, although for the poorest countries external support might remain essential.
fundingBill & Melinda Gates Foundation.
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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.