The objective of the present exploratory study was to assess compliance with the nutrient recommendations among a convenience sample of adults diagnosed with cardiovascular risk factors in northern Greece and evaluate their dietary intake patterns. Ninety-two people participated in this cross-sectional study. Dietary assessment was carried out using a semi-quantitative food frequency questionnaire. Principal components analysis (PCA) and hierarchical cluster analysis (HCA) were adopted to obtain dietary patterns and classify individuals with similar dietary behaviour. HCA, performed on the factorial scores obtained from PCA, revealed a 4-group interpretable and statistically significant clustering of participants. For all clusters, the mean daily intake for saturated fatty acids was more than 10% of total calories, while the mean sodium intake was above 1500 mg; additionally, a relatively low mean Mediterranean diet score was recorded. Dietary interventions should be considered to raise awareness and expand knowledge on the nutritional and functional benefits of heart-healthy foods.
Keywords: Cluster analysis; dietary patterns; principal components analysis.