Obesity and influenza associated mortality: Evidence from an elderly cohort in Hong Kong

► Effect modification of obesity on influenza associated mortality was assessed. ► Underweight or obese elders had higher influenza-associated mortality risks. ► Overweight was associated with a lower risk attributable to influenza. ► Association of obesity and influenza mortality risk was more obvious in ever smokers.