We bring together two strands of research that have thus far been developed independently: catastrophe risk modelling, and economic analysis of vulnerability to poverty.  We focus on a specific example to fix ideas: the impact of drought hazard on the welfare of rural households in Ethiopia. The aim is to determine the validity of applying a derived set of damage (vulnerability) functions based on realized shocks and household expenditure/consumption outcomes, onto a forward-looking view of drought risk. We outline the contribution that combining the two analyses can bring, show preliminary results and outline future plans.