Yeah, I change more often than I used to, also, although I was always pretty good about it. To me, needles are the cheapest/most disposable tools we use and they can make the most difference.
I also remove the throat plate and bobbin assembly and clean out the 'dust bunnies' with a pastry brush each time I change the bobbin.
Jan in VA