Which of the following statements is TRUE?
A)If a relationship is substantively significant then it is also statistically significant.
B)If a relationship is statistically significant then it is also substantively significant.
C)If a relationship is statistically significant then it is an important relationship.
D)Statistical significance does not indicate anything about substantive significance.
E)If a relationship is statistically significant then it is also substantively significant. because a statistically significant relationship is an important relationship.

Question

Quizplus · Accepted Answer

Statistical significance is merely an indication that the association observed in a sample is unlikely to have occurred by chance. It does not provide any information about the size or importance of the relationship, which is referred to as substantive significance. Therefore, a statistically significant relationship may or may not be substantively significant, depending on the context and effect size.

Which of the Following Statements Is TRUE