Evidence map›Paper›PMID 42463248›Full record

ArticleEuropean journal of public health2026

Factors associated with limited health literacy in a culturally diverse population in Finland: a cross-sectional study.

Tyler C Prinkey, Annamari Lundqvist, Regina García Velázquez, Hannamaria Kuusio, Robert Griebler, Josefin M Wångdahl, Leena Paakari, Natalia Skogberg

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.

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0cells of the map it votes in
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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.

Tyler C PrinkeyDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Annamari LundqvistDepartment of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland.
Regina García VelázquezDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Hannamaria KuusioDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Robert GrieblerCompetence Centre Health Promotion and Healthcare, Austrian National Public Health Institute, Vienna, Austria.
Josefin M WångdahlAging Research Center, Karolinska Institutet & Stockholm University, Stockholm, Sweden.ORCID 0000-0002-4743-8259
Leena PaakariThe Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0002-4130-9202
Natalia SkogbergDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.

Funding

European Joint Action Prevent Non-Communicable Diseases (JA-PreventNCD) GA-101128023European UnionEuropean Union or European Health and Digital Executive Agency (HaDEA)Juho Vainio Foundation 202500076
6 · The paper itself

Abstract

Limited health literacy (HL) has been associated with many adverse health outcomes. Limited HL contributes to adverse outcomes; however, evidence on effective strategies to enhance it remains limited. In this study, we examined HL prevalence in the general Finnish and migrant origin populations and investigate which sociodemographic, health-related, and migration-related factors are associated with limited HL. Data were collected from 2022 to 2023 as part of the cross-sectional population surveys Terve Suomi and MoniSuomi. The analysis included individuals aged 20-74 years (n = 9717), with HL assessed using the HLS19-Q12. Logistic regressions were used to investigate the association between population, sex, age, living alone, region of residence, education, economic activity, income difficulties, language skills, length of residence, and self-rated health (SRH) with limited HL. A prevalence of limited HL was observed in 15% (95% CI: 13.2-15.9) of the general population and 42% (95% CI: 40.1-43.4) of the migrant-origin population in Finland. Across both groups, limited HL was more likely among individuals with a migration background, unemployment or student status, income difficulties, living alone, lower educational attainment, and average or poor SRH. Among migrants, limited HL was additionally associated with less-than-excellent proficiency in Finnish or Swedish. Limited HL is much more prevalent among the migrant-origin population, highlighting substantial disparities linked to socioeconomic disadvantage, living circumstances, and language proficiency. Earlier efforts to promote HL following migration and greater language inclusion is needed.

Indexed as

Cultural DiversityHealth LiteracyTransients and MigrantsAdultAgedCross-Sectional StudiesFemaleFinlandHumansMaleMiddle AgedSociodemographic FactorsSocioeconomic Disparities in HealthSocioeconomic FactorsYoung Adult

Identifiers

PMID42463248
PMCPMC13375267

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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.