China has higher emission, because China has higher number of factories. The factories produce stuff. Where do all that stuff go? And for whom are all that stuff produced?
Not entirely China, or Africa, or India. A vast amount of that stuff flows to... the West.
So, if the West chooses to reduce its consumption significantly, the CO2 emissions of China will go down.
The consumers have to take the blame. It's as clear as that. And the West should fund climate-resilient infra for people and green tech for China and India and Vietnam. Because it is to West that stuff goes. But that's another issue. It is because there is demand in the West, China produce stuff.
If every American buys only one pair of shoes and a couple of new tshirts every year, and not more, and buys a smartphone after using one for 4 years, not less, the CO2 emission of China will go down.