The Rosenberg Self-Esteem Scale was administered with a 1-4, 1-5, or 0-100 scale to 819 participants, to compare score interpretations across the different versions. A rating scale utility analysis revealed that the categories in the 101-point scale were used inconsistently; based on the analysis, adjacent categories were collapsed resulting in a 7-point scale with almost identical psychometric properties as the original. The interpretations based on the 101-point scale could lead to misinterpretations when compared with the 4- and 5-point versions.