You can't really live "efficient" being poor.
The same with appliances. People are too poor to buy A+++ electronics.
If you meant poor enough so I go hunting... then yes.
https://ourworldindata.org/co2-by-income-region
I'm sure there is some nuance there, but by and large, wealthier people produce more CO2.