Some people mistakenly believe that the standardized Alpha is superior to the raw Alpha because they thought that standardization normalizes skewed data. Actually standardization is a linear transformation, and thus it never normalizes data. Standardized Alpha is not superior to its raw counterpart. It is used when scales are comparable, because as mentioned before, variance and covariance are taken into account for computation.