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A researcher wants to examine the relationship between the number of hours students spend studying and their exam scores. Which correlation coefficient is appropriate for this scenario?  A. Pearson's correlation coefficient  B. Spearman’s rank correlation coefficient  C. Point-biserial correlation coefficient  D. Phi coefficient

Question

A researcher wants to examine the relationship between the number of hours students spend studying and their exam scores. Which correlation coefficient is appropriate for this scenario?  A. Pearson's correlation coefficient  B. Spearman’s rank correlation coefficient  C. Point-biserial correlation coefficient  D. Phi coefficient

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Solution

The appropriate correlation coefficient for this scenario is A. Pearson's correlation coefficient. This is because Pearson's correlation coefficient is used to measure the strength and direction of association between two continuous variables, in this case, the number of hours students spend studying and their exam scores.

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