Frequently, ordinal measurement scales are constructed either by coars
e measurement of interval or ratio scales, or by assigning numeric sco
res to ordinal categories. When data on such scales are analyzed using
the ordinal regression techniques of McCullagh (1980, Journal of the
Royal Statistics Society, Series B 42, 109-142), inference is usually
performed, and results presented, on the scale of the linear predictor
. This can be unsatisfactory from the point of view of the applied sci
entist familiar with the original scale definition. It is demonstrated
how ordinal regression results can be presented on the original ordin
al score scale.