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Educational attainment has a limited impact on disease management outcomes in heart failure
Brad Smith1, Emma Forkner, Richard A Krasuski
1Altarum Institute, San Antonio, Texas., Disease Management Center, University of Texas Health Science Center, San Antonio, Texas 78209, USA. brad.smith@altarum.org
Insights
Educational attainment did not significantly impact heart failure (HF) outcomes like mortality or hospital visits. However, lower education levels correlated with greater reductions in sodium intake, suggesting disease management can be effective across educational strata.
Area of Science:
- Cardiology
- Public Health
- Health Services Research
Background:
- Heart failure (HF) disease management programs aim to improve patient outcomes.
- Educational attainment is a potential social determinant of health influencing disease management effectiveness.
- Understanding how education affects HF outcomes is crucial for equitable healthcare delivery.
Purpose of the Study:
- To investigate if educational attainment moderates outcomes in patients undergoing HF disease management.
- To analyze the impact of education on mortality, cardiac events, healthcare utilization, and self-management behaviors.
Main Methods:
- Analysis of data from 654 HF patients in a community-based disease management program.
- Utilized survival analyses (proportional hazards regression) and regression models (negative binomial, repeated measures ANOVA).
- Outcomes assessed included all-cause mortality, cardiac event-free survival, ED visits, hospital admissions, self-confidence, and sodium intake, adjusted for confounders.
Main Results:
- No statistically significant differences in all-cause mortality, cardiac event-free survival, hospital admissions, or ED visits based on educational attainment.
- Significant differences observed in daily sodium intake (p=0.04), with the least educated group showing the largest reduction (-838 mg/day).
- Patient confidence in managing HF symptoms increased similarly across all educational levels.
Conclusions:
- Low educational attainment does not appear to be a significant barrier to effective heart failure disease management.
- Disease management interventions may be beneficial across diverse educational backgrounds, particularly in improving dietary habits.
- Further research can explore tailored strategies to support self-management for all patients.
Abstract:
The objective of this study was to assess whether educational attainment moderates outcomes in the intervention group in a trial of disease management in heart failure (HF). Data were collected from a sample of 654 patients enrolled in the disease management arm of a community- based study of HF patients. The full sample was used to analyze two primary outcomes- all-cause mortality and cardiac event-free survival. Two other primary outcomes- rates of HF-related emergency department (ED) visits and inpatient admissions-and secondary outcomes (patient self-confidence in managing HF symptoms and daily dietary sodium intake in milligrams) were analyzed in a smaller sample of 602 patients who completed at least 6 months of disease management. One-way analysis of variance and chi (2) tests were used to assess differences in baseline demographic and clinical characteristics. Survival analyses were conducted with proportional hazards regression, while negative binomial regression was used to assess educational differences in ED usage and inpatient admissions. Repeated measures analysis of variance models were used to assess whether secondary outcomes differed across educational strata and/or over time. All outcome analyses were adjusted for confounders. Patients with the least education fared the poorest for all-cause mortality, but education- related differences failed to achieve statistical significance. No education-related differences were observed for cardiac event-free survival, or for the rates of inpatient admission and ED usage. For secondary outcomes, sodium intake differed significantly by education (p = 0.04), with the largest drop (-838 mg/day) observed in the least well-educated group. Confidence increased an approximately equal amount (2.1-3.0 points on a 100-point scale) across all educational strata (p = ns). Low educational attainment may not be a barrier to effective disease management.
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