BEIJING—China's vast population is aging rapidly, according to the latest census figures released on Thursday, a demographic trend that threatens to sap the country's economic vitality.

Some Chinese demographers have seized on the numbers to argue that the government should abandon its one-child policy, put in place in 1980 to deal with a population explosion encouraged by Chairman Mao Zedong.

But...