Comment by llamaimperative

> it itself is not the cause in the sense that income levels directly cause housing prices to go up.

It quite literally is directly the cause. The price of real estate in an area is overwhelmingly defined by the productivity of the local area.

Productivity goes up → income goes up → real estate prices go up.