Evidence map›Paper›PMID 42687148›Full record

Observational studyBMC cardiovascular disorders2026

Educational level and cardiovascular outcomes in patients hospitalized with first-detected atrial fibrillation: a Swedish nationwide cohort study.

Áron Sztaniszláv, Anna Björkenheim, Anders Magnuson, Nils Edvardsson, Dritan Poçi

Abstract readObservational Study
In one paragraph

Observational study in BMC cardiovascular disorders, 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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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Áron SztaniszlávDepartment of Cardiology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden. aron-jozsef.sztaniszlav@regionorebrolan.se.ORCID http://orcid.org/0000-0002-1036-8090
Anna BjörkenheimDepartment of Cardiology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.
Anders MagnusonFaculty of Medicine and Health, Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden.
Nils EdvardssonDepartment of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg, Sweden.
Dritan PoçiDepartment of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSocioeconomic factors are associated with cardiovascular morbidity. We investigated the association between education level and incident heart failure (HF), acute coronary events (AMI), and cerebrovascular events (stroke) following hospitalization with first-detected atrial fibrillation (AF).

methodsIn this nationwide retrospective observational cohort study using linked Swedish national registers, we included patients who received a first diagnosis of AF during hospitalization from 1995 to 2008. Education levels were categorized as primary, secondary, or academic, and patients were followed for up to five years. Outcomes were first hospitalization for HF, AMI, or stroke. Associations were assessed using cause-specific Cox proportional hazard models, for men and women separately. Models were adjusted for age, calendar year of AF diagnosis, whether AF was the primary or secondary admission diagnosis, comorbidity diagnoses and thromboembolic risk.

resultsThe cohort comprised 263,172 patients (mean age 72.5 ± 10.4 years; 56.2% male). Compared with primary education, secondary and academic education levels were associated with lower adjusted risks of HF and AMI in both females and males. For HF, adjusted hazard ratios (HR) were 0.96 (95% CI 0.93-1.00) for secondary and 0.82 (95% CI 0.77-0.87) for academic education in females, and 0.93 (95% CI 0.90-0.96) and 0.76 (95% CI 0.72-0.80), respectively, in males. For AMI, adjusted HRs were 0.89 (95% CI 0.85-0.93) and 0.71 (95% CI 0.65-0.77) in females, and 0.91 (95% CI 0.87-0.94) and 0.75 (95% CI 0.71-0.80) in males. For stroke, lower adjusted risks were observed only in the academic education group. Baseline comorbidity burden and thromboembolic risk were higher in lower education groups.

conclusionsIn this large nationwide cohort of patients hospitalized with AF, higher education level was associated with lower adjusted hazards of incident HF and AMI over five years, while the association with stroke was weaker. Education level may be considered a risk marker when planning follow-up and preventive care after hospitalization with AF.

Indexed as

Atrial FibrillationEducational StatusHeart FailureHospitalizationMyocardial InfarctionStrokeAgedAged, 80 and overCohort StudiesComorbidityFemaleHumansIncidenceMaleMiddle AgedPrognosisAtrial fibrillationEducationMorbiditySocioeconomic status

Identifiers

PMID42687148
PMCPMC13540872

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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.