This article describes the process of refining a participatory method to investigate the poverty dynamics of the extreme poor in Bangladesh. Based on a baseline wealth ranking exercise conducted in three districts of Bangladesh in 2002, we wanted to do a repeat wealth ranking to identify the households that have moved up or down the ranks, and why.