To validate the validity of your research , several mathematical techniques are essential . Cronbach's Alpha, KMO, Bartlett's Test, and Harman's Single Factor Test are often employed to examine reliability , sampling adequacy , data distribution and latent structure respectively. Cronbach’s Alpha