Evidence map›Paper›PMID 42853843›Full record

ArticlePLOS global public health2026

Beyond aspiration: An expenditure-based evaluation of progress towards the Abuja Declaration target and implications for domestic health financing in Africa.

Alex Olateju Adjagba, Jacob Novignon, Justice Nonvignon, Richmond Owusu, Ephrem Lemango, Helga Fogstad, Ngashi Ngongo, Jean Kaseya, George Laryea-Adjei

Abstract read
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Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Alex Olateju AdjagbaGlobal Health Practice, Centre of Excellence for Child Survival and Development, UNICEF, Nairobi, Kenya.ORCID https://orcid.org/0000-0002-1041-8836
Jacob NovignonCentre for Social Policy Studies, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0002-4718-9328
Justice NonvignonSchool of Public Health, University of Ghana, Accra, Ghana.
Richmond OwusuSchool of Public Health, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0002-0066-3491
Ephrem LemangoGlobal Health Practice, Centre of Excellence for Child Survival and Development, UNICEF, Nairobi, Kenya.
Helga FogstadGlobal Health Practice, Centre of Excellence for Child Survival and Development, UNICEF, Nairobi, Kenya.
Ngashi NgongoAfrica Centres for Disease Control and Prevention (Africa CDC), Addis Ababa, Ethiopia.
Jean KaseyaAfrica Centres for Disease Control and Prevention (Africa CDC), Addis Ababa, Ethiopia.
George Laryea-AdjeiProgram Division-UNICEF Headquarters, New York, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In 2001, African Union (AU) member states committed to allocating 15% of their annual budget to health under the Abuja Declaration (AD). However, after more than two decades, health allocations across many countries still fall short of the target. This study uses an expenditure-based proxy for the AD to examine the likelihood and timing of attainment of the benchmark under historical fiscal trajectories.We compiled a 2002-2023 panel for 54 African countries using WHO and World Bank data. We distinguished observed, first and sustained attainment. Kaplan-Meier and Weibull models characterised time to first attainment, country-specific linear trends projected benchmark-crossing years through 2063, system GMM assessed expenditure-share persistence, and country and year fixed-effects models examined associations with primary health care (PHC) and immunisation expenditure per capita.In 2023, South Africa was the only one of 54 countries at or above the expenditure-based 15% benchmark. Five countries had attained it at least once during 2002-2023, and three sustained it for at least three consecutive years. Under the primary trend specification, which included the 51 countries with complete series, 42 (82.4%) were off track to attain the benchmark by 2063. Among the 48 countries without previous attainment, the median adjusted conditional probability of first attainment during 2023-2063 was 7.9% (IQR 4.6%-13.3%). The primary system-GMM lag coefficient was 0.821 (95% CI 0.635 to 1.006), indicating strong expenditure-share persistence. Higher government health prioritisation was associated with higher domestic government PHC expenditure per capita, while the association with total immunisation expenditure per capita was not statistically significant.Attainment of the expenditure-based Abuja benchmark remains uncommon and is unlikely to become widespread by 2063 if historical trends continue. While the 15% target remains politically useful as an accountability signal, efforts should target improving public health expenditure per capita, fiscal capacity, budget execution, financial protection and service coverage.

Identifiers

PMID42853843
PMCPMC13652233

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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.