I think one could make an argument that socioeconomic variables abound complicated correlation.

More to the point I propose capital punishment has a great deterrent effect in smaller societies where one can point to the clear example of someone known by society, not merely an industrial level of deterrence and retribution such that we have now, where they simply become meat for the machine.