Background: Socioeconomic factors impact cardiovascular health. We investigated the association between patient education level and incident heart failure (HF), acute myocardial infarction (AMI), and stroke following a first hospitalization with atrial fibrillation (AF). Methods: In this nationwide retrospective cohort study using linked Swedish national registers, we included all patients receiving a diagnosis of AF while hospitalized in Sweden from 1995 through 2008; categorized education level as primary, secondary, or academic; and followed patients for up to five years. Outcomes were first hospitalization for HF, AMI, or stroke. Associations were assessed using sex-stratified Cox proportional hazards models adjusted for age, calendar year of AF diagnosis, and measures of comorbidity burden (Charlson Comorbidity Index) and thromboembolic risk (CHA2DS2VA score). Results: The cohort comprised 263,172 patients (mean age 72.5 +/- 10.4 years; 56.2% male). Compared with primary education, secondary and academic education attainment were associated with lower adjusted risk 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 for females and 0.93 (95% CI 0.90 – 0.96) and 0.76 (95% CI 0.72 – 0.80), respectively, for males. For AMI, adjusted HRs were 0.89 (95% CI 0.85 – 0.93) and 0.71 (95% CI 0.65 – 0.78) for females and 0.91 (95% CI 0.87 – 0.94) and 0.75 (95% CI 0.71 – 0.80) for males. For stroke, lower adjusted risk was observed only in the academic education group. Baseline comorbidity burden and thromboembolic risk were higher in lower education groups. Conclusions: Education level was inversely associated with risk of incident HF and AMI over five years, while the association with stroke risk was weaker. Documenting education level may help identify patients at increased risk who could benefit from careful monitoring and optimized preventive care.
Measuring and reducing surgical staff stress in a realistic operating room setting using EDA monitoring and smart hearing protection
BackgroundStress is a critical factor in the operating room (OR) and affects both the performance and well-being of surgical staff. Measuring and mitigating this stress



