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A Novel Cumulative Social Advantage Metric for Enhancing the Cardiovascular Health Construct and Predicting Mortality
Erica P Wood1, Sarahy Martinez1, Marina Garcia Santos1
1Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY, USA.
A new social advantage metric (SAM) significantly predicts mortality risk. Including SAM in cardiovascular health (CVH) scores enhances prediction, highlighting the impact of social determinants of health on longevity.
Area of Science:
- Public Health and Epidemiology
- Social Determinants of Health Research
- Cardiovascular Health Outcomes
Background:
- Cardiovascular health (CVH) is influenced by social determinants of health (SDoH).
- Current guidelines like Life's Essential 8 (LE8) do not incorporate SDoH metrics.
- A need exists for measurable SDoH metrics to assess their impact on CVH.
Purpose of the Study:
- To evaluate a Social Advantage Metric (SAM) for its association with mortality.
- To determine if incorporating SAM as a ninth metric enhances CVH score predictive value.
- To analyze SAM's predictive power across different demographic groups.
Main Methods:
- Utilized data from 46,366 US adults (1999-2018 National Health and Nutrition Examination Survey).
- Developed a multidimensional SAM score based on nine SDoH indicators.
- Employed multivariable Cox proportional hazards models to assess mortality risk and predictive performance of CVH scores with and without SAM.
Main Results:
- Higher SAM scores were significantly associated with lower all-cause and cardiovascular mortality risk (p-trend<0.001).
- An enhanced CVH score including SAM demonstrated comparable predictive performance to the LE8 score alone (C-statistic=0.835 vs. 0.831).
- Associations between SAM and mortality varied by race and ethnicity, with significant prediction observed in White and Black adults.
Conclusions:
- An enhanced CVH score incorporating a Social Advantage Metric (SAM) effectively predicts mortality in US adults.
- Social determinants of health, measured by SAM, are crucial for understanding cardiovascular health outcomes.
- Further research is needed to explore social advantage and resilience factors, especially among Hispanic adults.
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