It should be effect as in having an effect on the outcome. Not affect, like showing affection. That is typically used when referring to emotions, which doesn’t seem to be the intent here.

That being said, it does suck when the referees decide the winner of a match. Rules are rules though, even when they aren’t always appropriate.