Lots of countries beyond Western world have growing middle class and rich people with big carbon footprint. Framing it just a Western issue is very outdated.
...and also inaccurate. The two western countries in the top 10 for CO2 emmissions are USA (#2) and Germany (#8). Per Capita there are none, with many of the "poor little countries" we're supposedly destroying represented.