Changing machines does not statistically increase your chances of winning in games like slot machines, as each machine operates independently and uses random number generators to determine outcomes. Winning is based on chance rather than any strategy related to machine selection. While some players believe switching machines can lead to better results, this is largely a matter of perception and personal experience.