I've been doing this for several years, and it doesn't seem to reduce the number of ads I get. I just start getting absurdly irrelevant ads. A memorable one was for @7Up_Nigeria. I live near NYC.
I'd count that as progress as they are easier to ignore. The ones I don't want are those that are relevant enough that they might prompt a change in my behaviour.