According to https://www.oxfordenergy.org/wpcms/wp-content/uploads/2011/0..., it seems that there is a positive correlation between GDP per capita and carbon emissions per capita at first, but the correlation stops after that and becomes neutral. In the UK and US, for example, carbon emissions per capita remained roughly constant over a 50 year period even as GDP per capita increased significantly.