Evidence map›Paper›PMID 42545650›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2026

Stock neutrality, flow crowding-out, and state dependence: revisiting the debt-health nexus in OECD Europe.

Chengcheng Yue, Lili Shang, Jiangrui Liu

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Article in The European journal of health economics : HEPAC : health economics in prevention and care, 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

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.

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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

3 authors.

Chengcheng YueDepartment of Public Policy and Administration, Rutgers University, 401 Cooper Street, Camden, NJ, 08102, USA.
Lili ShangSocial Policy Research Centre, University of New South Wales, Sydney, NSW, 2033, Australia.
Jiangrui LiuSchool of Public Policy and Administration, Chongqing University, Chongqing, 400044, China. serenity@cqu.edu.cn.ORCID http://orcid.org/0000-0002-4623-7818

Funding

Fundamental Research Funds for the Central Universities 2023CDJSKJJ12National Social Science Fund of China 22CZZ044
6 · The paper itself

Abstract

Public debt is widely assumed to constrain social spending by shrinking fiscal space, yet empirical evidence from advanced economies shows little consistent association between debt levels and public health expenditure. This study revisits the debt-health nexus by distinguishing between two analytically separate fiscal constraints: long-term solvency, captured by public debt stock, and short-term liquidity, captured by debt service obligations. Using an unbalanced panel of 26 OECD European countries from 2000 to 2022, the analysis combines data from the World Bank, the International Monetary Fund, and the OECD and employs a dynamic panel framework estimated with bias-corrected least squares dummy variable methods. The empirical strategy explicitly separates stock and flow effects, controls for total government expenditure to identify compositional crowding-out, and tests whether fiscal constraints vary across macroeconomic conditions. The results indicate that public debt stock does not exert a robust negative effect on health expenditure, suggesting a form of "stock neutrality" in mature welfare states. By contrast, interest payments are associated with significantly lower public health expenditure, even conditional on total government expenditure, indicating compositional crowding-out. Moreover, this liquidity-based crowding-out is shaped by macro-fiscal context, with its strength varying across periods of fiscal stress and more stable economic conditions. These findings highlight the importance of debt-service costs, rather than debt accumulation per se, as a key fiscal mechanism shaping health system financing in advanced economies.

Indexed as

Dynamic panel dataFiscal spaceInterest paymentsOECD EuropePublic debtPublic health expenditure

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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.