Yes, it would. Essentially it's the same thing as a DDOS just on a much smaller scale. The other benefit is that the legality of refreshing a webpage multiple times has not yet been tested in the U.S court system.
Hey does me reloading a webpage a lot in anyway help an anonymous action against a website? seems like it would....