4
QuizMultiple Choice

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Question 4 • MO-Psychology

Which of the following statements concerning correlation analysis is not true?

Answer
A
A researcher may claim that one variable influences another if test results are significant.
B
A researcher may claim that variables are related to each other if test results are significant.
C
A researcher may claim that one variable causes another to occur if test results are significant.
D
A researcher may claim that one variable can predict the outcome of another if test results are significant.

Explanation

A significant correlation provides evidence that two variables are related, and it may support using one variable to predict the other. However, correlation alone does not establish that one variable causes another; other factors or reverse causation could explain the relationship. Therefore, the statement that a researcher may claim one variable causes another solely because results are significant is not true.

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