Correct Answer: Correct answer is: (D) Ordinal scale.
Exam Relevance: AP Statistics, GRE, GMAT, Psychology exams
Difficulty: Moderate
Concept notes: Ordinal scales are used to measure data that can be ranked or ordered, but the intervals between the ranks may not be equal.
Common Mistakes: Students may confuse ordinal scales with nominal scales, which do not have a natural order.
Explanations: The survey asks employees to rate their benefits as "excellent," "good," "fair," or "poor." These categories can be ranked in a meaningful order, but the differences between the categories are not necessarily equal. Therefore, this is an example of an ordinal scale.
Option Analysis: - Option A: Nominal scales are used for data that cannot be ordered, such as categories or labels. This does not apply here because the ratings can be ordered.
- Option B: Interval scales have equal intervals between values, but do not have a true zero point. This does not apply here because the intervals between the ratings are not necessarily equal.
- Option C: Ratio scales have equal intervals and a true zero point. This does not apply here because the ratings are not numerical and do not have a true zero point.
- Option D: Ordinal scales are used for data that can be ordered, but the intervals between the ranks may not be equal. This correctly describes the survey ratings.
Mnemonic: Remember: "Order" in ordinal means the data can be ranked.
Ques 51 explanation is not related to the question…
Very useful question but plz give explanation with correct answer