Hi Lars,
It's not very nice when it happens, but it's also not uncommon, I'm afraid, especially considering how old these toys and stickers are these days. When any of my stickers have fallen off in the past, I've used a small amount of Pritt Stick (a glue stick) and they reattach quite nicely...