She is the widow of former Labour peer Philip Gould, who died in 2011.
Other new peers include Karren Brady, vice chairman of West Ham United football club and a member of the board on The Apprentice reality TV show, and former Marks & Spencer boss Sir Stuart Rose.
Of the 22, 12 are Tory peers, three are Labour, six Liberal Democrat and one nominated by the Democratic Unionist Party.