Non-communicable diseases remain the leading cause of mortality and disability worldwide and account for most health loss in high-income countries, including Italy.1 Cardiovascular diseases, cancers, diabetes, and chronic respiratory diseases are largely driven by modifiable behavioural, metabolic, and environmental exposures.2 Characterising the distribution of these risk factors and quantifying their contribution to population health is central to modern epidemiology and public health.

