I'd be willing to bet that the sidewalk would actually wear out a bike slower, since there is much less sand and debris (as opposed to the shoulder on the side of the road) to get kicked up into the drivetrain and wear the chainrings, chain, and rear cassette out faster, and there's typically a much, much less chance for flats on the sidewalk. With that being said, I ride with the sand and debris.