We employed the STIRPAT model to identify population-related factors of carbon emissions in Beijing.
Urbanization is the paramount driver of carbon emissions.
Changes in population age structure exert significantly positive impacts on carbon emissions.
Shrinking household size, expanding floating population and improving consumption level increase carbon emissions.
Industry energy intensity decreases carbon emissions.