A study published in BMCMedicine finds that both short-and long-term exposure to air pollution affects sleep. Although people tend to have prolonged sleep duration with increasing air pollutant concentrations, their sleep quality might remain poor.
]. Second, we did not test the accuracy of this sleep-tracking device by using PSG or medical actigraphy. Third, because of the intermittent wearing of bracelets in the real world and the privacy policies of producers, we cannot continuously and regularly analyze the sleep of individuals for a sufficient duration. As a consequence, all sleep data were studied in units per night rather than conventionally per person.
Seventh, we could not collect all the information of participants due to the limitations of the device app. Important information on comorbidities is missing. It cannot be excluded that the findings are related to subjects with diseases and maybe healthy persons show no alterations. Finally, repeated measures of outcomes and exposures might lead to potential bias, we thus supplemented the stratified analyses to demonstrate the robustness of the overall results.
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