ArticlePopulation health metrics2022
Estimating the impact of donor programs on child mortality in low- and middle-income countries: a synthetic control analysis of child health programs funded by the United States Agency for International Development.
Article in Population health metrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.
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Who cites it
9 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The impact of official development assistance for health on health outcomes: a rapid systematic review.Health policy and planning · 2026Pooled 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
- Wealth redistribution policies to mitigate the impact of development assistance defunding: a retrospective evaluation and forecasting analysis up to 2030.Lancet (London, England) · 2026Article
- Global, regional, and national levels and trends in under 5, infant, and neonatal mortality during 1990-2024 with scenario based projections to 2030: modelling study.BMJ (Clinical research ed.) · 2026Article
- Japan's emerging role in bridging immunisation gap and supporting global health.BMJ global health · 2025Article
- Evaluating the impact of two decades of USAID interventions and projecting the effects of defunding on mortality up to 2030: a retrospective impact evaluation and forecasting analysis.Lancet (London, England) · 2025Article
- Applying group-based trajectory modeling to understand under-five mortality trends and determinants in low-and lower-middle income countries.Population health metrics · 2025Article
- Accounting for aid: estimating the impact of United States' global health investments on mortality among women of reproductive age using synthetic control and Bayesian methods.Journal of global health · 2025Article
- Evaluating Country Performance After Transitioning From Gavi Assistance: An Applied Synthetic Control Analysis.Global health, science and practice · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
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Abstract
backgroundSignificant levels of funding have been provided to low- and middle-income countries for development assistance for health, with most funds coming through direct bilateral investment led by the USA and the UK. Direct attribution of impact to large-scale programs funded by donors remains elusive due the difficulty of knowing what would have happened without those programs, and the lack of detailed contextual information to support causal interpretation of changes.
methodsThis study uses the synthetic control analysis method to estimate the impact of one donor's funding (United States Agency for International Development, USAID) on under-five mortality across several low- and middle-income countries that received above average levels of USAID funding for maternal and child health programs between 2000 and 2016.
resultsIn the study period (2000-16), countries with above average USAID funding had an under-five mortality rate lower than the synthetic control by an average of 29 deaths per 1000 live births (year-to-year range of - 2 to - 38). This finding was consistent with several sensitivity analyses.
conclusionsThe synthetic control method is a valuable addition to the range of approaches for quantifying the impact of large-scale health programs in low- and middle-income countries. The findings suggest that adequately funded donor programs (in this case USAID) help countries to reduce child mortality to significantly lower rates than would have occurred without those investments.
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