Many variables can be measured in more than one way. The measurement alternatives differ in the degree of information they provide. Setting treatment levels at 5 versus 10 milligrams of a drug, for example, is more precise than dividing subjects simply on the relative basis of low versus high doses. Stating the level of room illumination in luxes allows other researchers to evaluate and replicate an experiment more thoroughly than knowing only that a room was bright or dim.