The best thing you can do to minimise corruption is to make it necessary to bribe so many people for the corrupt to achieve their goals that doing so would be uneconomical. The reason Qatar is hosting the world cup right now is because FIFA has a very small selectorate, and therefore it's only necessary to bribe a relatively small number of people to swing the vote.