GRAND RAPIDS, Mich.—America is facing a new housing crisis. A decade after an epic construction binge, fewer homes are being built per household than at almost any time in U.S. history.

Home construction per household a decade after the bust remains near the lowest level in 60 years of record-keeping, according to the Federal Reserve Bank of Kansas City.

What...