Kelley was an accomplished athlete, being a pioneering player for the women's lacrosse team and the field hockey team at the University of Pennsylvania.[1] She started a rowing eight at Cambridge and was stroke for the team.[2] She competed in the May Bumps in a women's four.[6] She was also an avid skier.[3]