A Chinese policy is unintentionally causing people in northern China to live 3.1 years less than people in the south due to air pollution concentrations that are 46 percent higher. These findings imply that every additional 10 micrograms per cubic meter of particulate matter pollution (PM10) reduces life expectancy by 0.6 years.