Evidence map›Paper›PMID 42491652›Full record

ArticleGlobal heart2026

Lifestyle and Cardiovascular Risk Factors by Educational Attainment in a Mediterranean Setting: A Cross-Sectional Analysis of a Population-Based Sample.

Dolores Álamo-Junquera, Carles Vilaplana-Carnerero, Constança Pagès-Fernández, Diana Toledo, Núria Soldevila, Alba Tor-Roca, Àngela Domínguez, María Grau

Abstract readMulticenter Study
In one paragraph

Article in Global heart, 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
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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

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.

Dolores Álamo-JunqueraCatalan Institute of Health, Sabadell, Spain.ORCID https://orcid.org/0000-0001-9252-647X
Carles Vilaplana-CarnereroDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0003-3780-4996
Constança Pagès-FernándezDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.
Diana ToledoDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0003-0794-9238
Núria SoldevilaDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0002-1353-5325
Alba Tor-RocaDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0002-0842-2502
Àngela DomínguezDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0003-0219-1907
María GrauDepartment of Medicine, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0003-2807-8136

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Socioeconomic inequalities in cardiovascular risk persist despite declining mortality. We examined the prevalence of cardiovascular risk factors and lifestyle behaviors across educational levels in men and women from a Mediterranean population. Methods: Cross-sectional analysis of adults aged 35-74 years from a population-based sample in north-eastern Spain. Risk factors and lifestyle were assessed with standardized measurements and validated questionnaires. Educational attainment was categorized as primary, secondary, or university. Analyses were sex-stratified; age-adjusted linear and logistic regression models were applied. Results: We included 943 adults (52.3% women). Among men, secondary and university education (vs. primary) were associated with lower LDL-cholesterol [β -11.76 (95% CI -21.68 to -1.83) and -17.83 (-28.03 to -7.63) mg/dL], lower odds of hypercholesterolemia [OR = 0.43 (0.20-0.90) for both], smoking [OR = 0.57 (0.33-0.97) and 0.53 (0.30-0.95)], and higher odds of high Mediterranean diet adherence [OR = 2.08 (1.04-4.16) and 3.05 (1.51-6.14)]. Among women, secondary and university education (vs. primary) were associated with lower body mass index [β -1.81 (-2.85 to -0.77) and -2.52 (-3.63 to -1.40) kg/m Conclusions: Higher educational attainment was associated with healthier lifestyles and more favorable cardiometabolic profiles. Educational gradients were broader in women-spanning adiposity, blood pressure, glycemia, and lipidemia-whereas, in men, they mainly affected lipidemia and diet.

Indexed as

Cardiovascular DiseasesEducational StatusLife StylePopulation SurveillanceAdultAgedCross-Sectional StudiesDiet, MediterraneanFemaleHeart Disease Risk FactorsHumansMaleMiddle AgedPrevalenceRisk FactorsSocioeconomic Disparities in HealthCardiovascular risk factorsEducational attainmentLifestyle behaviorsSex differencesSocioeconomic inequalities

Identifiers

PMID42491652
PMCPMC13378425

What Socratic holds

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LicenceCC BY
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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 Socratic graph.