There's really not much else you can do. Tight underwear, tape, maybe a rubber band if you're a masochist, but that's about it. It happens to most if not all of us. The only thing I can think of is to make sure that as much of the scrotum as possible is pulled as far back as possible.
People tell me all the time that I'm complex...that I'm many things. They have no idea.