Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study
Abstract Background While there are many well understood clinical risk factors on sleep patterns, the associations of environmental factors, specifically air pollution on insufficient sleep remains understudied. This study investigates the association between insufficient sleep and particulate matte...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
BMC
2025-06-01
|
| Series: | BMC Public Health |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12889-025-23316-9 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849725180852568064 |
|---|---|
| author | Haris Majeed Daniyal Zuberi |
| author_facet | Haris Majeed Daniyal Zuberi |
| author_sort | Haris Majeed |
| collection | DOAJ |
| description | Abstract Background While there are many well understood clinical risk factors on sleep patterns, the associations of environmental factors, specifically air pollution on insufficient sleep remains understudied. This study investigates the association between insufficient sleep and particulate matter 2.5 (PM2.5) among adults in the United States. There is also a need to determine whether various El Niño Southern Oscillation (ENSO) phases are effect modifiers in this relationship. Method A cross-sectional observational analysis using annual survey data from 3100 United States counties for adult (≥ 18 years) age-adjusted insufficient sleep prevalence from 2017 to 2024. Annual average county-specific PM2.5 data was categorized into three categories [low (< 5 µg/m3), moderate (5–11 µg/m3), extreme (≥ 11 µg/m3)]. The annual average ENSO index was used to determine if the year was either El Niño, La Niña, or neutral. Adjusted associations were conducted using Poisson regression and were stratified by various phases of ENSO. Adjusted associations were reported as rate ratio (RR). Results From 2017 to 2024, the United States annual insufficient sleep is 34% [range min to max: 23–49%]. With respect to low PM2.5; moderate and extreme PM2.5 levels were associated with an increased risk of insufficient sleep by 1.03 (95% CI 1.02–1.05, P < 0.001) and 1.11 (95% CI 1.09–1.12, P < 0.001), respectively. The interaction between PM2.5 and ENSO was significant (P < 0.001) on insufficient sleep. The magnitude in associations between extreme PM2.5 and insufficient sleep differed by various ENSO phases. Conclusion Long-term (i.e. annual) effects of air pollution can pose a risk on adult sleep. While El Niño and La Niña phases were found to be a significant effect modifier, yet during the neutral phase the risks for extreme PM2.5 were observed to be the strongest on insufficient sleep. Further investigations are needed to recognize the environmental effects on sleep deprivation. |
| format | Article |
| id | doaj-art-1b75946385e946fcbbce51a6617a7478 |
| institution | DOAJ |
| issn | 1471-2458 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | BMC |
| record_format | Article |
| series | BMC Public Health |
| spelling | doaj-art-1b75946385e946fcbbce51a6617a74782025-08-20T03:10:32ZengBMCBMC Public Health1471-24582025-06-012511710.1186/s12889-025-23316-9Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional studyHaris Majeed0Daniyal Zuberi1University of TorontoUniversity of TorontoAbstract Background While there are many well understood clinical risk factors on sleep patterns, the associations of environmental factors, specifically air pollution on insufficient sleep remains understudied. This study investigates the association between insufficient sleep and particulate matter 2.5 (PM2.5) among adults in the United States. There is also a need to determine whether various El Niño Southern Oscillation (ENSO) phases are effect modifiers in this relationship. Method A cross-sectional observational analysis using annual survey data from 3100 United States counties for adult (≥ 18 years) age-adjusted insufficient sleep prevalence from 2017 to 2024. Annual average county-specific PM2.5 data was categorized into three categories [low (< 5 µg/m3), moderate (5–11 µg/m3), extreme (≥ 11 µg/m3)]. The annual average ENSO index was used to determine if the year was either El Niño, La Niña, or neutral. Adjusted associations were conducted using Poisson regression and were stratified by various phases of ENSO. Adjusted associations were reported as rate ratio (RR). Results From 2017 to 2024, the United States annual insufficient sleep is 34% [range min to max: 23–49%]. With respect to low PM2.5; moderate and extreme PM2.5 levels were associated with an increased risk of insufficient sleep by 1.03 (95% CI 1.02–1.05, P < 0.001) and 1.11 (95% CI 1.09–1.12, P < 0.001), respectively. The interaction between PM2.5 and ENSO was significant (P < 0.001) on insufficient sleep. The magnitude in associations between extreme PM2.5 and insufficient sleep differed by various ENSO phases. Conclusion Long-term (i.e. annual) effects of air pollution can pose a risk on adult sleep. While El Niño and La Niña phases were found to be a significant effect modifier, yet during the neutral phase the risks for extreme PM2.5 were observed to be the strongest on insufficient sleep. Further investigations are needed to recognize the environmental effects on sleep deprivation.https://doi.org/10.1186/s12889-025-23316-9SleepEnvironmentAir pollutionEl Niño Southern Oscillation |
| spellingShingle | Haris Majeed Daniyal Zuberi Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study BMC Public Health Sleep Environment Air pollution El Niño Southern Oscillation |
| title | Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study |
| title_full | Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study |
| title_fullStr | Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study |
| title_full_unstemmed | Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study |
| title_short | Effects of extreme air pollution and El Niño Southern Oscillation on insufficient sleep: a cross-sectional study |
| title_sort | effects of extreme air pollution and el nino southern oscillation on insufficient sleep a cross sectional study |
| topic | Sleep Environment Air pollution El Niño Southern Oscillation |
| url | https://doi.org/10.1186/s12889-025-23316-9 |
| work_keys_str_mv | AT harismajeed effectsofextremeairpollutionandelninosouthernoscillationoninsufficientsleepacrosssectionalstudy AT daniyalzuberi effectsofextremeairpollutionandelninosouthernoscillationoninsufficientsleepacrosssectionalstudy |