The problem is that most grad students are not taking classes after the first two years, and focus solely on research. Many with masters will finish with classes even sooner.

Then it doesn't make sense to factor in the tuition for most PhD.

Plus, I am referring to living wages calculated without factoring in any educational cost or child care cost. If they are included, the living wage will be much higher.