The reason for this is if you introduce differences, or variables, into the study (such as working in a coal mine or asbestos plant or chemical plant), you introduce all kinds of factors which could preclude smoking as being the cause of illness.he is why when we compare countries, it is of little value to try to compare the US (a wealthy, stable nation) with a country like Columbia (which is eng