A method, electronic device, and non-transitory computer readable medium for estimating body composition are provided. The method includes receiving a set of forced breath data from an electronic device. The method also includes deriving a flow rate based on the set of forced breath data. The method further includes determining a body composition based on the derived flow rate of the set of forced breath data.