Evidence map›Paper›PMID 42054308›Full record

ArticlePloS one2026

Catastrophic health care expenditure among older people with non-communicable diseases in 11 European Union Member States.

Seda Kutluer, Milena Pavlova, Wim Groot

Abstract read
In one paragraph

Article in PloS one, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Seda KutluerDepartment of Health Services Research, CAPHRI, Maastricht University Medical Center, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands.ORCID https://orcid.org/0000-0002-2050-7613
Milena PavlovaDepartment of Health Services Research, CAPHRI, Maastricht University Medical Center, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Wim GrootDepartment of Health Services Research, CAPHRI, Maastricht University Medical Center, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOut-of-pocket payments by patients with chronic diseases can result in catastrophic expenditures. This study examines how chronic disease burden, measured by the presence of any chronic condition such as diabetes, cancer, chronic lung disease, heart attack, stroke and high blood pressure and the number of chronic conditions are associated with the likelihood of catastrophic out-of-pocket payments among older adults in 11 European Union (EU) countries.

methodsThe 2017 wave of the SHARE (Survey of Health, Ageing and Retirement in Europe) provides the most recent dataset suitable for our analysis. The sample size was 13,437. Probit regression models were estimated at 10%, 25% and 40% catastrophic health expenditure thresholds, controlling for demographic, socioeconomic and lifestyle characteristics, with standard errors clustered at the country level.

resultsOur findings show that the number of chronic conditions was statistically significant association with catastrophic health expenditures across all thresholds, whereas the presence of any chronic condition was significant only at the 10% threshold and not at higher thresholds. Compared to older people in Spain, which country has the lowest level of catastrophic out-of-pocket health expenditures in the EU, older people in the Czech Republic, Greece, Italy and Poland more frequently experienced catastrophic health expenditure, whereas older people in Austria, Germany, Sweden, France, and Denmark exhibited lower risks. DISCUSSION: Our findings demonstrate that multimorbidity, rather than the presence of a single chronic condition, drives catastrophic health expenditures among older adults. Older adults in the Czech Republic, Greece, Italy and Poland are more likely to experience catastrophic health expenditures compared to those in Spain, where out-of-pocket health expenditures are the lowest in the EU.

Indexed as

Health ExpendituresNoncommunicable DiseasesAgedAged, 80 and overChronic DiseaseEuropeEuropean UnionFemaleHumansMale

Identifiers

PMID42054308
PMCPMC13127918

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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.