Teaching Ordinal and Criterion Scaling in Multiple Regression

Abstract

This article illustrates the appropriate use of ordinal and criterion scaling techniques in multiple regression. Since multiple regression is a widely used data analytic technique, it is important to know how special coding is done to answer certain research questions. These coding techniques involve effect, characteristic, ordinal, or contrast coding of vectors for proper interpretation of statistical hypotheses.