Although you are permitted to drop out of the Olympics, you truly should not unless it is totally unavoidable. The Olympics is the culmination of the recreational program every year and is part of our program. This is what the athletes having been working so hard for.
Don't regret removing your athlete from this big event, their peers will be talking about it and working toward it in each class!
