Match List - I with List - II. List I — Scale of measurement List II — Example…

2024

Match List - I with List - II.

List I — Scale of measurement

List II — Example of variable

A. Nominal

I. Weight of students

B. Ordinal

II. Ethnicity

C. Interval

III. Degree of annoyance

D. Ratio

IV. Date of birth

Choose the correct answer from the options given below :

Answer: B. A-II, B-III, C-IV, D-IConceptMeasurement scales classify variables by the mathematical properties their values possess. A nominal scale supplies labels only; an ordinal scale adds…

  1. A.

    A-I, B-II, C-III, D-IV

  2. B.

    A-II, B-III, C-IV, D-I

  3. C.

    A-III, B-IV, C-I, D-II

  4. D.

    A-IV, B-I, C-II, D-III

Show answer & explanation

Correct answer: B

Concept

Measurement scales classify variables by the mathematical properties their values possess. A nominal scale supplies labels only; an ordinal scale adds rank; an interval scale adds equal differences without a true zero; and a ratio scale also has a meaningful zero, so ratios are meaningful.

Application

  1. Nominal variables are unordered categories. Ethnicity is categorical, so A pairs with II.

  2. Ordinal variables have an order, but the gaps between levels need not be equal. Degree of annoyance is an ordered rating, so B pairs with III.

  3. Interval variables have equal units but no absolute zero. Calendar dates, including dates of birth, support meaningful differences but not meaningful ratios, so C pairs with IV.

  4. Ratio variables have equal units and a true zero. Student weight has these properties, so D pairs with I.

Cross-check and contrast

Scale

Matched variable

Nominal

Ethnicity

Ordinal

Degree of annoyance

Interval

Date of birth

Ratio

Weight of students

  • A-I, B-II, C-III, D-IV assigns weight to the nominal scale and date of birth to the ratio scale.

  • A-III, B-IV, C-I, D-II assigns annoyance degree to nominal and ethnicity to ratio.

  • A-IV, B-I, C-II, D-III assigns date of birth to nominal and weight to ordinal.

The four examples use the four defining properties once each: category, rank, equal difference, and true-zero ratio. Therefore the complete matching is A-II, B-III, C-IV, D-I.

Explore the full course: Ssc Cgl Tier 2

Loading lesson…