“…A robust observed relationship exists between changes in aggregate economic output (GDP per capita) and changes in regional temperatures. This relationship has been observed at multiple scales: global-national (6,7,(39)(40)(41), global-ADM1 (8), global-household (42), EU-national (43), USA-ADM1 (40,44), USA-ADM2 (45), USA-metro (43), Brazil-ADM1, and Indonesia-ADM1 (43). Main differences include the measure of temperature (level or change), the functional form (typically linear, polynomial or binned), and the inclusion of interaction terms and fixed effects.…”