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?

art / experience / outdoors
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?