Background: Coffee consumption among young adult fishermen in Pangkalpinang is a long-standing habit to maintain stamina during fishing activities. High-caffeine coffee, sometimes with sweeteners, is often consumed alongside intense physical activity, potentially affecting metabolic balance and metabolic syndrome risk. Objective: To examine coffee consumption patterns, physical activity levels,…