liveBook · Manning

Discriminant validity

As explained in Effective Data Analysis

Discriminant validity is the degree to which a measure is not associated with measures of theoretically unrelated constructs.

Discriminant validity is the degree to which a measure is not associated with measures of theoretically unrelated constructs. It supports construct validity by showing that a measure remains distinct from concepts it should not represent. section 6.3.2

Assess discriminant validity by comparing relationships among measures:

  • Use correlations between the target measure and theoretically unrelated measures; a weak relationship supports discriminant validity. section 6.3.2
  • Compare these relationships with convergent measures, which should generally show stronger associations because they assess related constructs. section 6.3.2
  • Treat the result as one part of construct validity, alongside convergent validity, rather than as evidence that the measure predicts an external criterion. section 6.3.2

Net Promoter Score

When evaluating an NPS question as a measure of likelihood to refer, examine whether it correlates with referral behaviors while remaining distinct from theoretically unrelated measures. section 6.3.2

How Effective Data Analysis covers it

How deep it goes
Defines the criterion and gives a correlation-based comparison with convergent measures, without detailing statistical thresholds.
Examples
Uses NPS responses, referral behaviors, and theoretically unrelated measures as the evaluation context.
What it assumes
Assumes an underlying theoretical construct and distinguishes convergent from discriminant validity.
What you can do after
Evaluate whether a measure captures a distinct construct by comparing its correlations with related and unrelated measures.
How it connects
Connects construct validity with convergent validity, criterion validity, and correlations.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Effective Data Analysis. The section links point to the parts of the book it draws on.