In the economic analysis of law there is a standard argument that goes like this:

If you punish a crime more severely, people will do less of it. But you have to be careful. If you punish both murder and shoplifting by death, a shoplifter who is being pursued by a cop might as well shoot the cop—he has nothing to lose.