of climate change on sectoral reallocation and aggregate productivity. First, I use firm-level data from a wide range of … countries to estimate the effect of temperature on productivity in manufacturing and services. Estimates suggest that extreme … heat reduces non-agricultural productivity, but less so than in agriculture, implying that hot countries could adapt to …