Certified Professional in Learning and Performance (CPLP) Practice Exam

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What does a correlation of 0.48 between course participation and promotions imply?

Taking the course and promotion are strongly related
People who take the course are less likely to be promoted
Taking the course directly affects the likelihood of being promoted
No conclusions can be made because only dichotomous variables were used

The correct answer is: Taking the course and promotion are strongly related

A correlation of 0.48 indicates a moderate positive relationship between course participation and promotions. This implies that as course participation increases, there is a tendency for promotions to also increase. While this correlation does not establish a cause-and-effect relationship, it suggests that individuals who participate in the course are more likely to be promoted compared to those who do not. The strength of the correlation, ranging from 0 to 1, indicates that while there is a noteworthy association, it is not a strong relationship. Therefore, the interpretation aligns with the idea that involvement in the course is associated with better career advancement opportunities without asserting that it directly causes promotions. In essence, while the correlation does provide evidence of a relationship between the two variables, it does not claim definitively that taking the course causes promotion, which distinguishes it from other options.