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Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Health Literacy and Cardiovascular Risk Factors: A Nationally Representative Study of Korean Adults
Eung-Joon Lee1, Matthew Chung2, Han-Yeong Jeong3
1Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Public Health and Care, Seoul National University Hospital, Seoul, Republic of Korea.
Introduction:
Inadequate health literacy (HL) may contribute to poor health outcomes, but population-level evidence from Asian settings remains limited. This study aimed to examine the associations of health literacy with cardiovascular risk factor burden and guideline-based target attainment in a nationally representative Korean adult population. Associations with pooled cohort equation (PCE)-based estimated atherosclerotic cardiovascular disease (ASCVD) risk classification were also assessed.
Methods:
This study included 5,262 adults aged ≥19 years from the 2023 Korea National Health and Nutrition Examination Survey. Data were collected in 2023 and analyzed in 2025-2026. HL was assessed using a validated instrument and classified as inadequate (<30) or adequate (≥30) based on the validated cutoff reported in the instrument development study. Outcomes included vascular risk factor burden, guideline-based blood pressure, glycemic, smoking, weight, and lipid thresholds, and PCE-based ASCVD risk classification among adults aged 40-79 years. Modified Poisson regression with robust variance was used to estimate adjusted prevalence ratios (aPRs).
Results:
Inadequate HL was associated with poorer blood pressure, glycemic, smoking, and weight profiles but not with lipid levels. Among adults aged 40-79 years, inadequate HL was associated with a higher probability of high PCE-based risk classification (aPR 1.19, 95% confidence interval [CI] 1.04-1.36; p=0.010). In multivariable analysis, inadequate HL was independently associated with male sex, lower educational attainment and household income, and a greater number of vascular risk factors (aPR 1.56 per additional factor, 95% CI 1.52-1.60); among sociodemographic correlates, the strongest association was observed for educational attainment up to middle school (aPR 1.64, 95% CI 1.46-1.83).
Conclusions:
Inadequate HL is associated with a higher burden of cardiovascular risk factors and poorer guideline-based target attainment in Korea. Exploratory analyses of PCE-based ASCVD risk classification were directionally consistent but should be interpreted cautiously given the inability to exclude prior ASCVD.
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