Before revision:  We analyze a Roy model of college major choice in Canada  within this framework, and we take a new look at the under-representation of women in Science, Technology, Engineering or Mathematics (STEM) .
After revision:  We analyze a Roy model of college major choice in Canada and Germany within this framework, and we take a new look at the under-representation of women in Science, Technology, Engineering or Mathematics (STEM) .