 The death penalty doesn't serve as a deterrent. A study by the Death Penalty Information Center found that the South has consistently had by far the highest murder rate, yet the South accounts for more than 80% of all executions. The Northeast, which has fewer than 0.5% of all executions, has consistently had the lowest murder rate.