This paper is based on the Institute for Fiscal Studies (IFS) Annual Lecture, delivered by Andrew Dilnot, Chair of the UK Statistics Authority and former Director of IFS, on 5 November 2012. It is largely a transcript of the lecture, delivered ad lib.