Well, there is no statistical difference in beginner gambling versus an experienced person gambling, a beginner's emotions might actually be more stimulated as he hasn't got the gambling experience before in his life.

If you are not playing at a provably fair casino it is entirely possible that they "bait" the beginners into playing more.