Ordinal Level Measurement

Ordinal data goes a step beyond naming — it tells you the order, but not the distance between positions. Think of class ranks, survey responses like “satisfied” vs. “very satisfied,” or the finishing order in a race: you know who came first, second, and third, but not by how much. The numbers or labels here carry a clear sequence, yet the gaps between them are not meaningful or equal. This is why ordinal measurement is central to ranking and …