Page "Non-parametric statistics" Paragraph 11

Non-parametric methods are widely used for studying populations that take on a ranked order ( such as movie reviews receiving one to four stars ).

The use of non-parametric methods may be necessary when data have a ranking but no clear numerical interpretation, such as when assessing preferences.

In terms of levels of measurement, non-parametric methods result in " ordinal " data.