When there is a sizable correlation between two variables (here, ego strength and employment), there are three possible reasons: low ego strength causes unemployment, unemployment causes low ego...

When there is a sizable correlation between two variables (here, ego strength and employment), there are three possible reasons: low ego strength causes unemployment, unemployment causes low ego strength, or both low ego strength and unemployment are caused by some third variable. Might each of these possibilities be true in this case?