you are wrong, casual actually means exactly that, easy, you don't need skills or invest a lot of time
No, casual games are typically distinguished by their simple rules and lack of commitment required
Nothing about their difficulty.
Really, Arthea, I've seen my former gf play some of the casual games. Many of them require as much clickwork as Cook Serve Delicious during rush hour.
Read this article, really.