The study published in the Journal of the American Medical Association (JAMA) found that the risk was even higher among elderly who were low-income, female, or non- white people.
"This the most comprehensive study of short-term exposure to pollution and mortality to date," said Francesca Dominici, professor at Harvard T H Chan School of Public Health in the US.
"We found that the mortality rate increases almost linearly as air pollution increases. Any level of air pollution, no matter how low, is harmful to human health," said Dominici.
Under the National Ambient Air Quality Standards (NAAQS) set by the US Environmental Protection Agency (EPA), long- term exposures to PM2.5 are considered safe if they average 12 microgrammes per cubic meter of air or less per day over the course of a year, researchers said.
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They assessed daily air pollution exposures using prediction models that provided accurate estimates of PM2.5 and ozone for most of the US, including unmonitored areas.
During the study period, 22 million people in the study population died researchers said.
The study found that, for each 10 microgrammes per cubic meter daily increase in PM2.5 and 10 parts per billion (ppb) daily increase in warm-season ozone, the daily mortality rate increased by 1.05 per cent and 0.51 per cent, respectively.
While this may seem a small increase, the public health impact is enormous if it is applied to the whole US population of seniors, researchers said.
Among Medicaid-eligible (low income) recipients, the mortality increase linked with increased PM2.5 was three times higher than that of people not eligible for Medicaid.
Women and non-whites also faced a mortality risk that was 25 per cent higher than those who were male or white, researchers said.