Evidence map›Paper›PMID 41422348›Full record

ArticleHealth economics2026

Do Fossil Fuel Subsidies Crowd Out Health Expenditure? A Country-Level Longitudinal Analysis.

Judite Gonçalves, Eduardo Costa, Thomas Hone, Damini Singh, Paula Pereda, Anthony A Laverty, Christopher Millett

Abstract read
In one paragraph

Article in Health economics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Judite GonçalvesPublic Health Policy Evaluation Unit, Imperial College London, London, UK.
Eduardo CostaCEGIST-Centro de Estudos de Gestão Instituto Superior Técnico, Instituto Superior Técnico, University of Lisbon, Lisbon, Portugal.
Thomas HonePublic Health Policy Evaluation Unit, Imperial College London, London, UK.
Damini SinghEconomics and Social Sciences Area, Indian Institute of Management, Visakhapatnam, Andhra Pradesh, India.
Paula PeredaFaculty of Economics, University of São Paulo, São Paulo, Brazil.
Anthony A LavertyPublic Health Policy Evaluation Unit, Imperial College London, London, UK.
Christopher MillettPublic Health Policy Evaluation Unit, Imperial College London, London, UK.

Funding

National Institute for Health and Care Research
6 · The paper itself

Abstract

Annually, countries allocate hundreds of millions of dollars to subsidize fossil fuels, often at the expense of public health and environmental sustainability. This undermines progress toward Sustainable Development Goals (SDG) 3 (Good Health and Well-Being) and 13 (Climate Action). Despite this, the impact of fossil fuel subsidies (FFS) on social protection expenditure, including health, remains poorly quantified. This study aimed to determine whether FFS crowd out health expenditure globally, using panel data from 126 countries covering the period 2015-2019. An instrumental variable approach, relying on countries' exposure to international energy trade and fluctuations in crude oil price, was employed to capture exogenous variation in FFS and estimate a causal relationship. The analyses revealed that in 2019, 17 countries spent more than five percent of GDP on FFS, with FFS expenditure exceeding health expenditure in 15 of those countries. Specifically, a 1% increase in FFS per capita, driven by rising international oil prices and weighted by countries' exposure to international energy trade, led to a 0.05% (95% CI -0.08% to -0.02%) decrease in domestic health expenditure per capita. These findings underscore the detrimental impact of FFS on health expenditure, presenting another reason to eliminate FFS to achieve SDG3 in addition to avoiding further dangerous climate heating.

Indexed as

Fossil FuelsHealth ExpendituresGlobal HealthHumansLongitudinal StudiesSustainable DevelopmentFossil Fuelscountry panelfossil fuel subsidieshealth expenditureinstrumental variableoil price shock

Identifiers

PMID41422348
PMCPMC12950206

What OpenQuestion holds

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LicenceCC BY
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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.