Slave labor was applied in industry in a limited way in the Upper South and in a few port cities. One reason for the regional lag in industrial development was top-heavy income distribution. Mass production requires mass markets, and slaves living in small cabins, using self-made tools and outfitted with one suit of work clothes each year of inferior fabric, did not generate consumer demand to sustain local manufactures of any description in the same way as did a mechanized family farm of free labor in the North. The Southern economy was "pre-capitalist" in that slaves were put to work in the largest revenue-producing enterprises, not free labor market. That labor system as practiced in the American South encompassed paternalism, whether abusive or indulgent, and that meant labor management considerations apart from productivity.