Part of the capital for the American industrial revolution came from state and local governments, which financed roads, canals, and education. Part came from foreign investors who sought higher yields in the fast-growing American economy than they could get at home. Part came from retained earnings of American companies. But state-chartered banks were a growing source of capital. Their numbers tripled while their assets increased fivefold from 1820 to 1840.

