Which of the following is the most appropriate for measuring the strength and…

2024

Which of the following is the most appropriate for measuring the strength and direction of association between two interval/ratio variables?

  1. A.

    Spearman's rho

  2. B.

    Pearson's r

  3. C.

    Phi

  4. D.

    Eta

Attempted by 7 students.

Show answer & explanation

Correct answer: B

Pearson's r is the standard statistical measure specifically designed for assessing linear relationships between two continuous variables measured on interval or ratio scales. In contrast, Spearman's rho is typically reserved for ordinal data, while Phi applies strictly to nominal variables in contingency tables. Since the question explicitly specifies interval/ratio variables, Pearson's correlation coefficient is definitively the most appropriate choice.

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