No, it's not. Supply of housing is not in any way limited. Cities are desperately fighting a rearguard action against greedy developers plopping multi-story monstrosities in former SFH areas. All in the name of "affordable housing".

While the supply of house units per capita is at the record-high levels.

Reality: housing is cheap, abundant, and high quality. Just not near the downtown cores of large cities.