To put these electoral penalties into perspective, Democratic presidential candidate Hillary Clinton lost the crucial states of Pennsylvania, Michigan and Wisconsin (states with union density rates above the U.S. average) by a margin of 1.2 percent, 0.3 percent and 1 percent, respectively.