Questioner Measurement is very cuatomize, it means that researchers make very individual based on the aim of the research, Frequently, the results of questioner measurements are numeric rank and index or both of them. Numeric rank and indexare categorical data. Beside of validity problems, they have and analytical problem as well. So, they need transformation to scale type (ratio, interval) dat…