Approximately one third of people in the Americas are at increased risk of developing severe COVID-19 illness due to underlying health conditions. To help confront this, the WHO Regional Office of the Americas/PAHO, in partnership with the London School of Hygiene and Tropical Medicine, have developed a new data model that provides a more accurate picture of the prevalence of underlying health conditions in the Americas.