The impact of health risks on healthcare expenditure in European countries

Population health affects the sustainability of socio-economic development, the perceived personal risks being alcohol consumption, smoking and obesity, greenhouse gas emissions representing a common environmental risk. The aim of this research article is to examine the potential impact of risk factors on national health expenditure over the period 2013-2021 in selected European countries divided into several groups according to health risk indicators. We examine two basic models - a harmful consumption model and an environmental model, the main dependent variable being total healthcare expenditure. To analyse partial relationships between risky behaviour or air pollution and healthcare spending, linear panel regression models were constructed assessing how country characteristics contribute to explaining the variation in healthcare costs. The results of this study suggest that sustainable health financing would benefit from more effective prevention of increased unhealthy consumption.

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Publication Details

Journal
The European Journal of Health Economics
Published
2026-04-11
DOI
https://doi.org/10.1007/s10198-026-01902-x
Primary Topic
Global Health Care Issues
Type
article
Field-Weighted Citation Impact
0.00

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article

The impact of health risks on healthcare expenditure in European countries

Karel Helman, Jarmila Zimmermannová, Miroslav Hájek
The European Journal of Health Economics
Global Health Care Issues
article

The impact of health risks on healthcare expenditure in European countries

Karel Helman, Jarmila Zimmermannová, Miroslav Hájek
article en

Abstract

Population health affects the sustainability of socio-economic development, the perceived personal risks being alcohol consumption, smoking and obesity, greenhouse gas emissions representing a common environmental risk. The aim of this research article is to examine the potential impact of risk factors on national health expenditure over the period 2013-2021 in selected European countries divided into several groups according to health risk indicators. We examine two basic models - a harmful consumption model and an environmental model, the main dependent variable being total healthcare expenditure. To analyse partial relationships between risky behaviour or air pollution and healthcare spending, linear panel regression models were constructed assessing how country characteristics contribute to explaining the variation in healthcare costs. The results of this study suggest that sustainable health financing would benefit from more effective prevention of increased unhealthy consumption.

The European Journal of Health Economics
Czech University of Life Sciences Prague (CZ), Prague University of Economics and Business (CZ), Palacký University Olomouc (CZ)
Česká Zemědělská Univerzita v Praze, Univerzita Palackého v Olomouci, Fakulta Lesnická a Drevarská, Česká Zemědělská Univerzita v Praze, European Regional Development Fund, European Social Fund
Openalex Percentile: Top 17%
Global Health Care Issues
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