I've heard a lot of hype lately, with the International Olympic committee deciding on their next city soon. How does the Olympics benefit the host city's economy?

With the recent news about joblessness (is that a word?), it seems like markets sank a bit. Why do stock prices go down when the jobless rate goes up?