Mercer was a resident of the Motion Picture & Television Country House and Hospital in Woodland Hills, California until shortly before her death, on April 27, 2011, from Alzheimer's disease, in Newbury Park, California, at the age of 75. She was survived by her second husband; her daughter, Deidre Whitaker; and a sister.