Would it be more genetically efficient to have shorter lifespans?
Extremely briefly, we do not evolve shorter lifespans because natural selection does not act for the good of the species. 

As an interesting historical aside, August Weismann proposed essentially the idea you are suggesting in 1889, in his Essays upon heredity and kindred biological problems. Within a few years, however, he backed away from this hypothesis.