People read the headline. The small words beneath it are there for the headline to rest upon. Sometimes a picture also rests on the small text. That small text is pretty useful.
When I worked at a newspaper a lot of work went into headlines and pictures, in relation to the rest of the copy. We knew what we were doing, and we also knew what are readers weren't doing.