There are other externalities to this. Tax incentives are better if you can buy vs rent, which is harder in high COL. Also from personal experience, you get to live in more vibrant and diverse neighborhoods as opposed to more homogenous ones that price out others. If you have children that go into non-lucrative fields (ex: teaching), they will not be able to live by you without your financial support.