vulnerability to poverty using the example of drought hazard impacts on the welfare of rural households in Ethiopia. The aim is to … expenditure/consumption outcomes, onto a forward-looking view of drought risk. The paper outlines the CAT risk modeling framework … construction. Results for a regression model are presented, estimating ex-post drought impacts on consumption for heterogeneous …