It refers to assigning of numbers to objects to represent quantities of attributes according to certain specified rules. What is measured is not the object, but some characteristic of it. Thus in marketing research, one does not measure consumers—only their perceptions, attitudes preferences, or other relevant characteristics. These numbers permit statistical analysis of the resulting data.