Discusses appropriate statistical analysis of clinical data based on ordinal categorical outcome scales. Chi-square analysis is called inappropriate for testing superiority of one therapy over another when outcome is ordinal categorical. Emphasizes estimation of clinically informative effect sizes after statistical significance has been attained with Mann-Whitney U test. (Author/NB)