I always pushed for work lunches or during the day activities, rather than "optional" after work activites. There are so many reasons why this works out better, child care, alcoholism recovery, I'm not getting paid for this time, etc., that lunch events solve.
The Guardian published a study where men who drank with bosses after work made 11% more than those who didn't, women made 14% more.