The first "real-life" study showed lung function was worse in patients who spent two hours on London's Oxford Street compared with nearby Hyde Park.
The results are published in the New England Journal of Medicine.
Study leader Dr Paul Cullinan said previous studies had looked at the effects of pollution on a population level, for example comparing air quality with admissions to hospital, or in a laboratory, but not in a real-life scenario.