A just read an interesting article posted by Reza Rad 06 months ago on RADACAD blog about a question that is always comming back
What is the differences between Measures and Calculated Columns, in DAX, and when using the first one or the Second ?
So if you are interested just follow this link : http://radacad.com/measure-vs-calculated-column-the-mysterious-question-not