It is possible for a correlation to be statistically significant and still lack substantive significance.

Question

Quizplus · Accepted Answer

Statistical significance refers to the likelihood that the correlation observed did not occur by chance, while substantive significance refers to whether the correlation is meaningful or important in a practical sense. Therefore, a correlation can be statistically significant but not have any practical relevance or impact.

It Is Possible for a Correlation to Be Statistically Significant