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In a study analyzing a group of marketing professors' RMP ratings, the following correlation coefficients for the average scores on easiness, helpfulness, and clarity are
In a study analyzing a group of marketing professors' RMP ratings, the following correlation coefficients for the average scores on easiness, helpfulness, and clarity are found.
| Avg Easiness | Avg Helpfulness | Avg Clarity |
Avg Easiness | 1 |
|
|
Avg Helpfulness | .41 | 1 |
|
Avg Clarity | .42 | .85 | 1 |
Based on the correlation coefficients presented in the table above, respond to the following questions:
- What do the correlation coefficients show about the relationships between the three variables? Provide a few short descriptions.
- What is a causal relationship(s) implied in the interpretation?
- What are other plausible explanations for the positive correlations between easiness and helpfulness and easiness and clarity?
- Do the data have proven a causal relationship between easiness and helpfulness and easiness and clarity? Why or why not?
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