Even a partial chain case has to work fairly well. Just putting fenders on my bike made a huge difference in my chain staying clean when cycling exclusively on dry paved roads. It used to be that my chain got really gunked up in about 100 miles, now it goes 400 miles before exhibiting the same amount of grunge.