The only notable exception is South Africa, where the gap grows sizably upon comparing men and women within the same occupational category, with respect to a comparison across all occupations within a given sector. Another, more technical way, to express the idea is to say that in those occupations the relationship between pay and working hours is not linear but convex. The data may over-estimate the gap if men under-report being house-workers.