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Question

Which of the following variables can be classified only under the nominal category ?
(i) Eye colour
(ii) Military rank
(iii) Type of cheese
(iv) Scores in a test
(v) Political party affiliations
Choose the correct answer from the code given below :

The correct answer is
(i), (iii) and (v)

Classifying Variables: Nominal Category Focus

This question requires identifying which variables from the list are exclusively classified as nominal. A nominal variable represents categories that have no intrinsic order or ranking.

Understanding Variable Types

Let's analyze each variable:

  • (i) Eye colour: Categories like 'blue', 'brown', 'green'. These are distinct labels with no inherent order. Thus, it is purely nominal.
  • (ii) Military rank: Categories like 'Private', 'Sergeant', 'Captain', 'General'. These ranks have a clear hierarchical order. Thus, it is an ordinal variable, not purely nominal.
  • (iii) Type of cheese: Categories like 'Cheddar', 'Mozzarella', 'Brie'. These are distinct types with no inherent order. Thus, it is purely nominal.
  • (iv) Scores in a test: Scores like 75, 80, 92, or grades like A, B, C. These represent quantities or ordered levels, making them interval/ratio or ordinal, not purely nominal.
  • (v) Political party affiliations: Categories like 'Democrat', 'Republican', 'Independent'. These are distinct labels without an inherent order. Thus, it is purely nominal.

Identifying Purely Nominal Variables

Based on the analysis, the variables that can be classified *only* under the nominal category are:

  • (i) Eye colour
  • (iii) Type of cheese
  • (v) Political party affiliations

Therefore, the correct option includes (i), (iii), and (v).

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Important Questions from Types of Measurement Scale - Teaching

  1. A teacher assesses the answer books of the students and based on their scores he gives them ranks. Which scales of measurement are used by him?
  2. Match the LIST-I with LIST-II
    LIST-I Measurement scaleLIST-II Definition
    A.Likert ScaleI.Measures the meanings people create in response to a particular stimulus
    B.Semantic Differential scaleII.Equal appearing intervals between adjacent points of a measurement scale
    C.Thurstone ScaleIII.Identifies the extent of a person's attitude towards a person or phenomenon
    D.Guttman ScaleIV.Items are arranged along a continuum

    Choose the correct answer from the options given below:
  3. Which one of the following is the lowest level of measurement?
  4. Arrange the following from higher level to lower level of scales of measurement involved in them:
    A. Researcher divides the sample in two groups based on area of residence like 'Urban' and 'Rural' Area.
    B. A student has got 50 marks out of 60 marks in English language test.
    C. A cricketer is given tenth rank as an allrounder.
    D. The height of a particular building is double than all other buildings in a street.
    Choose the correct answer from the options given below:
  5. Match the LIST-I with LIST-II
    LIST-I
    Scales of
    Measurement
    LIST-II
    Characteristics
    A. NominalI. Place items from least to most or lowest to highest
    B. OrdinalII. Precisely how far apart the items are
    C. RatioIII. Denotes the categories only
    D. IntervalIV. Enables researcher to determine the proportions easily

    Choose the correct answer from the options given below:
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