A researcher cannot treat a nominal variable as though it is measured at the ordinal level.

Question

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Nominal variables are categorical variables where there is no natural order or ranking to the categories. Ordinal variables, on the other hand, are categorical variables where the categories have a natural order or ranking. Treating a nominal variable as though it is measured at the ordinal level could result in incorrect analysis and conclusions.

A Researcher Cannot Treat a Nominal Variable as Though It