In this paper we make use of panel data from the first two waves of the National Income Dynamics Study (NIDS) to investigate changes in multi-dimensional poverty between 2008 and 2010. We utilise a new multi-dimensional poverty index (Alkire and Santos, 2011) in an attempt to move beyond one-dimensional money-metric poverty measures.