One factor is what the media would show. Some politicians would tend to tell other side of an event to give more positive view on whatever they did. Voters on the other hand would want to hear something that can benefit them in the easiest ways. Some voters would go in to the detail on the background and attitudes of a person towards an event.
Obviously, you are right.. and voters must go into detail about favourite candidate to decide whether they are liar or not..