We explored the role of socioeconomic drivers in China’s CO2 emission changes. China’s annual emissions growth declined from 10% (2002–2012) to 0.3% (2012–2017), which was mainly caused by gains in energy efficiency, deceleration of economic growth, and changes in consumption patterns.