COL increases because it is difficult or impossible to build new housing, and because single-use zoning requires creating massive amounts of infrastructure since it is illegal to build work and shopping near where people actually live. In addition, taxing property value disincentivizes developing land, leaving empty lots in even the most valuable places to build: https://www.youtube.com/watch?v=gJqCaklMv6M