In Ethiopia, village surveys were conducted in six villages and two expert workshops were organized to discuss the organization of the study and to evaluate the draft results. Based on household surveys, focus group discussions, and institutional stakeholder interviews, we assessed household vulnerability, analyzed the strategies households adopt to reduce the hazards faced, and evaluated the assistance households receive from institutions. Vulnerability profiles were formulated, which show that household vulnerability differs substantially among and within villages.

Mali is a vast, land-locked country in West Africa with a population of approximately 14.9 million, and a GDP per capita of USD480. The economy is largely rural, with over two-thirds of the population living off agriculture, notably cotton. Gold is the country’s largest export, though production has been declining and the industry faces an uncertain future as proven reserves are limited. The service sector, which represents 40 percent of GDP, is dominated by trade and commerce. Mali’s dependence on crops and gold makes it vulnerable to terms of trade shocks.