Reliability and objectivity of the test are reported by using :

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UGC NET Paper 2: Physical Education 29 Sep 2020 Shift 1
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  1. Partial correlation
  2. Multiple correlation
  3. One-way ANOVA
  4. Inter-class correlation

Answer (Detailed Solution Below)

Option 4 : Inter-class correlation
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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The correct answer is Interclass correlation.

Key Points

Reliability: 

  • Reliability refers to the consistency of a measure.

Objectivity:

  • Quality of being objective, freedom from bias.

Interclass correlation: 

  • Measure a relation between two variables of different classes.
  • The deviation of a variable is measured from the mean of the data for that class.
  • Pearson’s correlation coefficient is the most commonly used measure of interclass correlation.
  • Interclass correlation coefficients are recommended for the assessment of the reliability of the measurement scale.
  • Inter-class correlation (ICC) is a statistical measure used to assess the reliability or consistency of measurements made by different observers or instruments.
  • It is particularly useful for assessing the reliability of tests that involve subjective judgments, but it does not measure validity or accuracy.

Additional Information

  • Partial correlation:
    • It measures the correlation of two variables while controlling the effects of another variable.
  • Multiple correlations:
    • It is the correlation between two or more independent variables on a single dependent variable.
  • One-way ANOVA:
    • It compares the means of two or more independent groups.

Confusion PointsOne-way ANOVA cannot be used to assess the reliability or objectivity of a test or measurement tool because it is designed to test for differences between groups, not for consistency within a group. ICC is a more appropriate measure for assessing reliability and objectivity.

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