"Harmful" is a strong word.Would it be harmful for the game if missed attacks never reduced anyone below 1 hit point?
It would affect the action economy pretty heavily, though. At the moment, Reaper is a minion-clearer. If it can't kill rats or kobolds on a miss, that is signficiantly reducing the ratio of minions cleared to actions taken.