Globally, 22% of upper secondary students are in technical and vocational tracks, compared with 2% of lower secondary students. The latter share is highest in low and lower middle income countries, suggesting that part of the expansion of tertiary education in richer countries results from diversification into shorter programmes. Female students are under-represented at the doctoral level (ISCED 8), especially in low income countries.