Over the past few years, developments in housing prices have been of significant concern to policy-makers in many countries. But measurement problems make it difficult to assess developments accurately with the available data. This article summarises research on the measurement of aggregate housing prices, and uses data for Sydney and Melbourne to demonstrate alternative methods.