Evidence map›Paper›PMID 42904456›Full record

ArticleHealth promotion international2026

Health literacy, perceived stress, and health-related quality of life in Finnish adults: differences by chronic disease burden.

Jing Zhou, Hanna Rekola, Tommi Tolmunen, Timo Lakka, Ismo Linnosmaa, Marjorita Sormunen, Juho Strömmer, Tomi Mäki-Opas

Abstract read
In one paragraph

Article in Health promotion international, 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

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

8 authors.

Jing ZhouSchool of Law, Shanghai Lixin University of Accounting and Finance, 995 Shangchuan Road, Pudong New District, Shanghai 201209, China.ORCID 0000-0002-4306-3170
Hanna RekolaDepartment of Social Sciences, University of Eastern Finland, P.O. Box 1627, FI-70211 Kuopio, Finland.ORCID 0000-0002-1314-1895
Tommi TolmunenInstitute of Clinical Medicine, School of Medicine, University of Eastern Finland, P.O. Box 100, FI-70029 Kuopio, Finland.
Timo LakkaInstitute of Biomedicine, School of Medicine, University of Eastern Finland, P.O. Box 1627, FI-70211 Kuopio, Finland.
Ismo LinnosmaaDepartment of Health and Social Management, Faculty of Social Sciences and Business Studies, University of Eastern Finland, P.O. Box 1627, FI-70211 Kuopio, Finland.
Marjorita SormunenDepartment of Nursing Science, University of Turku, Medisiina B, FI-20014 Turun yliopisto, Finland.ORCID 0000-0001-6330-5176
Juho StrömmerWellpro Impact Solutions Oy, Kauppakatu 39, FI-40100 Jyväskylä, Finland.
Tomi Mäki-OpasDepartment of Social Sciences, University of Eastern Finland, P.O. Box 1627, FI-70211 Kuopio, Finland.

Funding

European Union's Horizon Europe Programme 101081327Research Council of Finland 363107Strategic Research Council 352509Strategic Research Council 352511
6 · The paper itself

Abstract

Health literacy is associated with health-related quality of life (HRQoL), but the role of perceived stress and possible differences by chronic disease burden remain unclear. We used data from a cross-sectional 2024 quota-based online panel survey of 4003 Finnish adults. The path models included 3716 participants with complete data and used post-stratification weights based on age group and gender. Health literacy was assessed with the HLS-Q12, perceived stress with the PSS-10, and HRQoL with the EuroQol five-dimension, five-level instrument (EQ-5D-5L). Path analysis estimated direct, indirect, and total associations, and multigroup models compared the main associations across three chronic disease-burden groups, adjusting for age, gender, education, employment status, and financial strain. Higher health literacy was associated with lower perceived stress, and higher perceived stress with poorer HRQoL. The indirect association through perceived stress represented approximately four-fifths of the total association based on unstandardized coefficients. The negative perceived stress-HRQoL association became progressively stronger across disease-burden groups on the unstandardized metric and was approximately twice as large among adults with multiple chronic diseases as among those with no chronic disease. The health literacy-stress association was similar across groups. These findings identify a stress-related pattern within the health literacy-HRQoL association and suggest that the association between stress and HRQoL may be particularly important among adults with multiple chronic diseases. Integrated health promotion approaches combining accessible communication, navigation support, stress-sensitive care, and efforts to reduce treatment burden warrant prospective evaluation.

Indexed as

Cost of IllnessHealth LiteracyQuality of LifeStress, PsychologicalAdultAgedChronic DiseaseCross-Sectional StudiesFemaleFinlandHumansMaleMiddle AgedSubjective StressSurveys and QuestionnairesYoung Adultchronic diseasehealth literacyhealth-related quality of lifemultimorbiditypath analysisperceived stress

Identifiers

PMID42904456
PMCPMC13684275

What OpenQuestion holds

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Registered trials

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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.