This special issue comprises a set of nine papers that utilise the AF methodology. Their preliminary versions were presented at an OPHI workshop in June 2009 on ‘‘Multidimensional Measures in Six Contexts''. In this Introduction we set out the AF methodology used throughout this issue,...