Short-term exposure to outdoor nitrogen dioxide and respiratory mortality, with high-risk populations: a nationwide time-stratified case-crossover study
Numerous existing studies reported the negative impacts of outdoor nitrogen dioxide (NO<sub>2</sub>) on respiratory mortality. However, the evidence of related high-risk populations was considerably limited, especially associated with ages, causes of death, and district-level characteristics. In addition, most earlier studies were based on monitored areas, thus previous risk estimates of NO<sub>2</sub> could be biased to provide nationwide risk estimates and high-risk populations. Therefore, this study performed a nationwide time-stratified case-crossover study to evaluate the association between short-term ambient NO<sub>2</sub> and respiratory mortality in South Korea (2015-2019). A machine learning-ensemble daily NO<sub>2</sub> prediction model was used to cover unmonitored areas. To examine high-risk populations, we assessed NO<sub>2</sub> risk estimates by age group, sex, cause of mortality, and district-level characteristics. In the total population, NO<sub>2</sub> was weakly associated with increased mortality risk due to respiratory disease (OR [odds ratio]: 1.011, 95% CI [confidence interval]: 0.995-1.027), and the association became evident only in individuals aged 80 y or older (1.022, 1.000-1.044), especially related to pneumonia. Further, in people aged 60-69 years, NO<sub>2</sub> was marginally associated with mortality for chronic lower respiratory diseases. Lower district-level socioeconomic status and medical services were marginally related to higher respiratory mortality risks related to NO<sub>2</sub>. The excess respiratory mortality fractions and YLL (year of life lost) attributable to NO<sub>2</sub> were 4.13% and 93,851.63 years, and around 70% of the excess deaths were due to noncompliance with the World Health Organization air quality guidelines (daily average NO<sub>2</sub> > 25 µg/m<sup>3</sup>). This study provides evidence for high-risk populations and the appropriateness of target-specific action plans against NO<sub>2</sub>. In addition, based on the excess death estimates, we suggest stricter NO<sub>2</sub> standards are required.
Authors
- Jiwoo Park
- Ejin Kim
- Seoyeong Ahn (ORCID: https://orcid.org/0009-0002-7696-5354)
- Ayoung Kim (ORCID: https://orcid.org/0000-0001-8484-5892)
- Whanhee Lee (ORCID: https://orcid.org/0000-0001-5723-9061)
- Cinoo Kang (ORCID: https://orcid.org/0000-0002-6230-7257)
- Sojin Ahn
- Ho Kim (ORCID: https://orcid.org/0000-0001-7472-3752)
- Jinah Park (ORCID: https://orcid.org/0000-0003-0669-3816)
- Jieun Oh (ORCID: https://orcid.org/0000-0002-3934-5829)
- Hyewon Yun (ORCID: https://orcid.org/0009-0000-4146-3077)
- Dohoon Kwon (ORCID: https://orcid.org/0000-0002-3214-3394)
Institutions
- Seoul National University (KR)
- Institute for Basic Science (KR)
- Pusan National University (KR)
Publication Details
- Journal
- BMC Public Health
- Published
- 2024-12-18
- DOI
- https://doi.org/10.1186/s12889-024-21048-w
- Citations
- 1
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.31
Funders
- National Research Foundation
- Ministry of Environment
- National Research Foundation of Korea
- Ministry of Education, India
- National Institute of Environmental Research
- Ministry of Science and ICT, South Korea
- Korea Environmental Industry and Technology Institute
- Institute for Information and Communications Technology Promotion