This is a paper that any student involved in statistics must read. It would also be of use for people that uses statistical analysis for their research. It indicates some of the challenges in measuring : “the assignment of numerals to things so as to represent facts and conventions about them”.
Follow this link: On the Theory of Scales of Measurement