Research examines the association of leisure-time physical activity with mortality from influenza and pneumonia. The study found that aerobic physical activity, even at quantities below the recommended level, may be associated with lower influenza and pneumonia mortality while muscle-strengthening activity demonstrated a J-shaped relationship.