were Americans influenced by the growth of railroads during the Second Industrial Revolution? Railroads led to shortages of raw materials for factories and of workers on farms Railroads stimulated the construction of steamships to trade up and down rivers Railroads created the need for time zones, the growth of cities, and the first truly national market Railroads made it more difficult to transport goods from place to place