This paper analyzes the actual usage of Mean Opinion Scores (MOS) in the telecommunication industry and looks back to the tremendous evolutions that has encountered this sector since subjective test methodologies were standardized by ITUT. It is pointed out that MOS have severe drawbacks and that test methods should evolve by taking into account valuable inputs from connected research fields such as the psychology of emotions, cognitive science, usability engineering and marketing research.