Related Experiment Video
Updated: Jul 20, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Socioeconomic factors as predictors of incident heart failure
Erik Ingelsson1, Lars Lind, Johan Arnlöv
1Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden.
Background:
Studies of socioeconomic factors as predictors of heart failure (HF) are few and have given opposing results. Further, it is unknown if these factors predict incident HF independently of myocardial infarction and other established risk factors for HF.
Methods And Results:
In a community-based cohort of 2314 middle-age men free from HF, valvular disease, and previous myocardial infarction at baseline, socioeconomic factors were examined as predictors for HF using Cox proportional hazards analyses. In multivariable Cox proportional hazards models adjusted for established risk factors for HF (hypertension, diabetes, electrocardiographic left ventricular hypertrophy, smoking, serum cholesterol, and interim myocardial infarction), low occupational classification (hazard ratio [HR] 1.55, 95% confidence interval [CI] 1.03-2.35 for low vs. high occupational classification), low education level (HR 1.98, 95% CI 1.07-3.68 for elementary school vs. college exam) and being unmarried (HR 1.44, 95% CI 0.99-2.10 for being unmarried vs. being married) increased the risk of HF.
Conclusion:
High occupational classification and high education level decreased, and being unmarried increased, the risk of subsequent HF in middle-age men, via mechanisms largely independent of established risk factors for HF, including an interim myocardial infarction. Further studies are needed to understand the mechanisms behind these associations.
Related Concept Videos
Heart Failure I: Introduction
Heart Failure IV: Classification and Diagnostic Evaluation
Pathophysiology of Heart Failure
Factors Influencing Heart Rate
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
Heart Failure VII: Nursing Interventions
Heart Failure III: Clinical Manifestations