It has been common sense in real estate investing that the increase in density drives the land price higher (thus the housing price per squire foot). But there is a difference between the density increase of housing units and the density increase of the population. The land price increases only to the point that the added housing capacity is 'fully employed.' And that can be measured by the vacancy rate. When the vacancy rate is low, more density will lead to higher property prices.
