QUESTION IMAGE
Question
select all the levels of measurement for which data can be qualitative.
a. nominal
b. interval
c. ordinal
d. ratio
Brief Explanations
Nominal and ordinal levels can have qualitative data. Nominal data uses labels like gender (male/female). Ordinal data has an order but the differences are not meaningful, like rankings (low - medium - high). Interval and ratio levels are quantitative as they involve numerical values with meaningful differences and in the case of ratio, a true zero.
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A. Nominal
C. Ordinal