(Elizabeth) Kay Andrews, Baroness Andrews OBE (16 May 1943— ) is a British Labour politician.

Andrews worked as a Parliamentary Clerk from 1970-85. She then became a policy adviser to Neil Kinnock in his office as Leader of the Opposition 1985-92. She served as Director of Education Extra until 2002.

Andrews was awarded an OBE in 1998 and was created a life peer as Baroness Andrews, of Southover in the County of East Sussex in 2000. In the House of Lords, she serves as a Government Whip and a Government Spokesperson for Education and Skills; Health; and Work and Pensions.

Andrews married Professor Roy MacLeod in 1970; they divorced in 1992.