In this paper,an improved principal component regression was used to study effect of population and economic factors on carbon emission from energy consumption since 1990.The results showed that:population factors had the significant positive effect,which included population quantity,population urbanization and income level.Then economic factors which included economies scale,industrial structure,energy structure and carbon intensity also had the significant positive effect.The role of economies scale was largest in all selected variables and ...