Gender pay equity for college administrators is better at women-led schools than those helmed by men, but institutions — especially top research universities — have their work cut out for them to improve female representation in top roles, according to two reports released this month. Only about one-third of college presidents are women, according to research from the College and University Professional Association for Human Resources. But senior officers, administrators and division heads who are women are all paid more at institutions with female presidents than at those with male presidents. Disparities in leadership are even worse at the 130 universities with the highest research activity, according to a report from the Women's Power Gap Initiative.