This paper explores the consequences of the under-representation of women in top jobs for the overall gender pay gap …. Using administrative annual earnings data from Canada, Sweden, and the United Kingdom, it applies the approach used in the … analysis of earnings inequality in top incomes, as well as reweighting techniques, to the analysis of the gender pay gap. The …