Yes and no. Activation energy to build a new house with bigger units, or to merge existing units by tearing down walls, is exponentially higher than the activation energy needed to split a big unit into two small units.

The problem you run into is that even people who have the money, can't find anything to buy or rent, and zoning laws or other types of limitations, prevent fixing the problem by increasing supply.