I remember when I was showing in 4-H and FFA, many times the judge would basically place the animals from the tallest to the shortest. Then when he was giving reasons when he came to the 3rd 4th or 5th place animals he would say that these cattle were really nice in their structure and everything else and the only reason he didn't place them higher in the class was because of their height. But at the same time giving his reasons he would talk about the first couple of animals and had a grocery list of what he would like to see changed.
I have also seen shows where if a pretty girl is leading an animal you can almost bet she will place high, even if she is leading a dead dog. Judge must have forgot it was a cattle show!!!
I remember a few years ago I was ask to judge a 4-H horse show. I judged the classes and kept notes, after the show was over one of the parents came up to me along with her daughter and ask me with an attitude why her daughter didn't win a coupe of the classes. I flipped back thru my notes and told her why, and her daughter said to her mom " See, I told ya Mom!!"
Part of the problem is judges know better (or sometime I wonder if they do!) but still do not judge like they are supposed to. For some to be judges there is judges training involved, they may pass the training OK, but then do as they please when it comes to judging a show.
I also was at a dairy show when a judge placed a class, then there was a long break while another judge was judging a different breed in an adjoining ring. He had ask that judge to come and look over how he had placed the class. The other judge left the class as he had it. When he gave his reasons for placing the class like he did, he mentioned that the reason for asking the other judge to view the class is that the judge had owned the animal that he had placed in third place and wanted a second opinion so that no one would protest the placing. Probably if he hadn't said anything, no one would have ever know.
EPD's are important, but there are so many factors that affect them, Not just the sire and dam of an animal but the grandsires and granddams. If some of their parentage has sires that were widely used compared to a Natural service bull used in only one herd, EPD's are affected.
As Shadylane posted:The next greatest sire of our time could be missed because their was no data available.
This doesn't have anything to do with showing, but this statement also hold true for the industry. Look at all of the sale catalogs, at many of the sales, bulls are being sold with the breeders retaining 1/2 semen interest. How is anyone going to know if there is a superbull in a commercial herd somewhere or not, no performance data is being collected.