It is primarily restrictive zoning. When Auckland up-zoned there was a clear relative decrease in prices. You can also see it in the massive price discontinuity on the city’s rural-urban boundary.

It’s a pretty simple problem: existing owners have an interest in restricting new supply, and there aren’t many costs associated with being a nimby. Housing stops being a good investment when supply is responsive.