The relationship between two variables may show correlation, they occur together, or show causation, one is caused by the other. Is being a middle-aged man simply correlation or causation in this sample?

The relationship between two variables may show correlation, they occur together, or show causation, one is caused by the other. Is being a middle-aged man simply correlation or causation in this sample?