To what degree can vulnerability to extreme weather events be mitigated by access to a rural livelihoods program …

of aggregate economic output. This paper argues that spatial aggregation of weather at the country level explains this …

Severe weather shocks recurrently hit Malawi, and they adversely affect the incomes of many farm households as well as … small businesses. With climate change, the frequency of extreme weather events is expected to increase further. A clear … experience shocks. This study uses a nationally representative household survey and exogenously measured weather shocks to assess …