In 1876, Hayhurst became the head of the pharmaceutical department at the Woman's Hospital of Philadelphia. To broaden her knowledge of the subject, she began attending lectures at the Philadelphia College of Pharmacy. Though Dr. Clara Marshall had previously done so,[5] it was rare for the college to admit women, and Hayhurst was the only woman in her class of 150.