Flanders' father, Michael Flanders, died in 1975 when she was six years old. She went to the independent St Paul's Girls' School and was a student at Balliol College, University of Oxford, where she obtained a first class degree in Philosophy, Politics and Economics . She then attended Harvard University as a Kennedy Scholar.