-skilling in the conventional sense did occur overall in nineteenth century manufacturing, a more nuanced picture is that … occupations "hollowed out": the share of "middle-skill" jobs - artisans - declined while those of "high-skill" - white collar, non …-production workers - and "low-skill" - operatives and laborers increased. De-skilling did not occur in the aggregate economy; rather, the …