Evidence map›Paper›PMID 40437447›Full record

ArticleInternational journal for equity in health2025

Decomposing socioeconomic differences in self-rated health and healthcare expenditure by chronic conditions and social determinants.

Iris Meulman, Tessa Jansen, Ellen Uiters, Mariëlle Cloin, Johan Polder, Niek Stadhouders

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Article in International journal for equity in health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

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4citing papers 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 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Iris MeulmanCenter for Public Health, Health Services and Society, National Institute for Public Health and the Environment, P.O. Box 1, Bilthoven, 3720 BA, The Netherlands. iris.meulman@rivm.nl.ORCID 0000-0002-9916-1810
Tessa JansenCenter for Public Health, Health Services and Society, National Institute for Public Health and the Environment, P.O. Box 1, Bilthoven, 3720 BA, The Netherlands.
Ellen UitersNetherlands School of Public & Occupational Health, Utrecht, The Netherlands.
Mariëlle CloinTranzo, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands.
Johan PolderCenter for Public Health, Health Services and Society, National Institute for Public Health and the Environment, P.O. Box 1, Bilthoven, 3720 BA, The Netherlands.
Niek StadhoudersDepartment of IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLower socioeconomic status is associated with lower self-rated health and higher healthcare expenditure. This study identifies which chronic conditions and social determinants contribute most to socioeconomic differences in self-rated health and healthcare expenditure.

methodsRegistry and survey data combining 3 socioeconomic indicators (income, education, and financial welfare), 26 social determinants, 20 chronic conditions, age, sex, self-rated health, and healthcare expenditure for 135,183 Dutch individuals aged 25-65, were linked at individual level. Oaxaca-Blinder decomposition analyses were conducted to quantify the relative contributions of chronic conditions and social determinants to socioeconomic differences in self-rated health and healthcare expenditure.

resultsPoorer self-rated health and higher healthcare expenditure among lower income groups were partly attributable to a higher prevalence of chronic conditions (33% and 70%, respectively). Acid-related disorders, cardiovascular diseases and psychological disorders contributed most to both differences in self-rated health and healthcare expenditure. Social determinants almost completely accounted for income differences in self-rated health. Social determinants explained more than the observed difference in healthcare expenditure between income groups, suggesting that, when adjusted for social determinants, lower income groups would have lower healthcare expenditure than higher income groups. Including both chronic conditions and social determinants in a single decomposition indicated that income security & social protection (28%), social & human capital (26%), and chronic conditions (23%) were equally important to income differences in self-rated health. For healthcare expenditure, chronic conditions and social determinants each accounted for approximately half of the socioeconomic differences.

conclusionsSocial determinants outside the healthcare sector accounted for almost all of the socioeconomic differences in self-rated health. This highlights the need for integrated policies across multiple domains, such as the social, economic and healthcare sector, to reduce avoidable health inequalities. Given that socioeconomic differences in healthcare expenditure were primarily associated with chronic conditions, prioritizing prevention of chronic conditions among lower socioeconomic groups can potentially reduce healthcare spending within this group and improve the healthcare system's sustainability and affordability.

Indexed as

Health ExpendituresSocial ClassSocial Determinants of HealthAdultAgedChronic DiseaseFemaleHealth StatusHumansIncomeMaleMiddle AgedNetherlandsSelf ReportSocioeconomic FactorsDecompositionHealthcare expenditureHealth inequalitiesSocioeconomic status

Identifiers

PMID40437447
PMCPMC12117759

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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.