How to Design a Scientifically Validated Methodology

You need a scientifically validated methodology. A simple scale does return your weight, but it doesn't tell you anything about body composition. The gold standard is to still put some electrodes over the heart and actually see the contraction of the heart muscle. It's hard to run with electrodes on your chest so runners prefer chest traps. They're more accurate than wrist mounted devices.