Morse was elected a fellow of the American Association for the Advancement of Science in 1986. In 1997 she received the Garvan–Olin Medal for scientific accomplishments by a woman chemist from the American Chemical Society. In 2012 Western Washington University named the chemistry building the Karen W. Morse Hall in recognition of her. In 2021, Utah State University awarded her with an honorary doctorate.