The following tests can be used with ordinal data. Which test you select is determined by the number of samples and whether you are testing a hypothesis about group differences or the association between independent and dependent variables. If you are testing a hypothesis about group differences, you also must consider whether the groups/samples are independent or dependent and how many samples you have in the study design.