At the risk of heaping more misery on the struggling residential property market, an analysis of home-price and ownership data for the last 30 years in California—the Golden State with notoriously golden property prices—indicates that the average single family house has never been a particularly stellar investment.

In a society increasingly concerned with providing for retirement security and housing affordability, this finding has large implications. It means that we have...