Evidence map›Paper›PMID 42809528›Full record

ArticleEuropean journal of public health2026

Cross-country differences in self-rated health: decomposing the influence of depressive symptoms.

Jacques Wels, Jane Maddock, Praveetha Patalay

Abstract read
In one paragraph

Article in European journal of public health, 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

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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

3 authors.

Jacques WelsUnit for Lifelong Health and Ageing, University College London, London, United Kingdom.ORCID 0000-0002-9292-917X
Jane MaddockDivision of Surgery and Interventional Science, University College London, London, United Kingdom.ORCID 0000-0002-7975-4221
Praveetha PatalayUnit for Lifelong Health and Ageing, University College London, London, United Kingdom.ORCID 0000-0002-5341-3461

Funding

Belgian National Scientific Fund (FNRS)Incentive Grant for Scientific Research (MIS) 40021242Research Associate Grant 40010931study's Economic and Social Research Council ES/S007253/1Understanding Society fellowshipUnited Kingdom Research and Innovation (UKRI) UKRI1426
6 · The paper itself

Abstract

Despite extensive research on self-rated health (SRH), the extent to which mental health contributes to SRH and whether this relationship varies across countries remains underexplored. This study quantifies the contribution of depressive symptoms to SRH and examines cross-national variation in this association. Using data from adults aged 55+ from 28 countries in the Survey of Health, Ageing, and Retirement in Europe (SHARE, wave 9, 2022) (N = 69 447), we applied four approaches: (i) country-specific pseudo-R² models assessing the contribution of depressive symptoms (EURO-D) to SRH, adjusting for sociodemographic factors, physical health, and functional limitations; (ii) partial correlation networks to visualize relationships among SRH, depressive symptoms, and physical health; (iii) Blinder-Oaxaca decompositions to quantify cross-country differences in SRH attributable to depressive symptoms; and (iv) stratification by gender. Depressive symptoms explained nearly as much variance in SRH as physical health. Partial correlation networks showed SRH as central to all health measures, with correlations between SRH and depressive symptoms ranging from 0.15 (Israel) to 0.37 (Romania). Decomposition analyses identified three patterns: countries with low prevalence but stronger SRH-depression associations (e.g. Denmark, Sweden), countries with higher prevalence but weaker SRH-depression associations (e.g. Estonia, Lithuania), and countries with both low prevalence and weak associations (e.g. Greece, Spain). Gender differences in SRH were not meaningfully explained by differences in depressive symptoms. In conclusion, this study finds that depressive symptoms independently contribute to SRH, but their influence varies cross-nationally, reflecting culturally shaped understandings of 'health'.

Indexed as

Cross-Cultural ComparisonDepressionDiagnostic Self EvaluationHealth StatusSelf ReportAgedEuropeFemaleHealth SurveysHumansMaleMiddle Aged

Identifiers

PMID42809528
PMCPMC13622333

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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.