Yeah, I don't think it's particularly specific to the Joker. Like Christopher said, it's just a dramatic way to dispose of a villain, especially if you think you might want to bring him back someday.
Heck, the trope dates back to at least Professor Moriarity, whom, you'll recall, plummeted to his doom from the Reichenbach Falls in the original Sherlock Holmes stories . . . .