Understanding Measurement Scales: Nominal, Ordinal, Interval, and Ratio Explained
1. Nominal Scale (Categorical Data) Definition: The nominal scale is the simplest form of measurement. It is used for categorizing data without any inherent order, ranking, or numerical significance. The only mathematical operation possible is counting how many times a category appears. Key Characteristics: No numerical meaning – The values are just labels or names….