Classification of art majors and non-art majors uses which scale of measurement?

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Multiple Choice

Classification of art majors and non-art majors uses which scale of measurement?

Explanation:
Nominal scales label categories without any inherent order or numeric distance. Classifying people as art majors or non-art majors is simply grouping them into two categories, not ranking them or measuring how much they differ. There’s no meaningful way to say one group is more or less than the other or to compute intervals or ratios between the groups. You can count how many fall into each category and analyze frequencies or proportions, or test for association with other categorical variables. The other scales require either an ordered ranking (ordinal) or numeric values with equal intervals and a true zero (interval or ratio), which isn’t applicable to this purely categorical distinction.

Nominal scales label categories without any inherent order or numeric distance. Classifying people as art majors or non-art majors is simply grouping them into two categories, not ranking them or measuring how much they differ. There’s no meaningful way to say one group is more or less than the other or to compute intervals or ratios between the groups. You can count how many fall into each category and analyze frequencies or proportions, or test for association with other categorical variables. The other scales require either an ordered ranking (ordinal) or numeric values with equal intervals and a true zero (interval or ratio), which isn’t applicable to this purely categorical distinction.

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