Long-term exposure to PM2.5 and mortality in a national cohort in South Korea: effect modification by community deprivation, medical infrastructure, and greenness

被引:5
作者
Byun, Garam [1 ,2 ]
Kim, Sera [2 ]
Choi, Yongsoo [1 ]
Kim, Ayoung [3 ]
Lee, Jong-Tae [2 ,5 ]
Bell, Michelle L. [1 ,5 ]
机构
[1] Yale Univ, Sch Environm, New Haven, CT 06511 USA
[2] Korea Univ, Dept Publ Hlth Sci, Interdisciplinary Program Precis Publ Hlth, Grad Sch, Seoul 02841, South Korea
[3] Seoul Natl Univ, Grad Sch Publ Hlth, Dept Publ Hlth Sci, 1 Gwanak ro, Seoul 08826, South Korea
[4] Seoul Natl Univ, Ai Machine learning Stat Collaborat Res Ensemble A, Seoul, South Korea
[5] Korea Univ, Coll Hlth Sci, Sch Hlth Policy & Management, Hana Sci Hall,145 Anam ro, Seoul 02841, South Korea
基金
新加坡国家研究基金会;
关键词
PM2.5; Mortality; Cohort study; Deprivation index; Medical infrastructure; Greenness; PARTICULATE AIR-POLLUTION; MATTER; SUSCEPTIBILITY; DETERMINANTS; TEMPERATURE; IMPACT; SEOUL; US;
D O I
10.1186/s12889-024-18752-y
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Long-term exposure to PM2.5 has been linked to increased mortality risk. However, limited studies have examined the potential modifying effect of community-level characteristics on this association, particularly in Asian contexts. This study aimed to estimate the effects of long-term exposure to PM2.5 on mortality in South Korea and to examine whether community-level deprivation, medical infrastructure, and greenness modify these associations. Methods We conducted a nationwide cohort study using the National Health Insurance Service-National Sample Cohort. A total of 394,701 participants aged 30 years or older in 2006 were followed until 2019. Based on modelled PM2.5 concentrations, 1 to 3-year and 5-year moving averages of PM2.5 concentrations were assigned to each participant at the district level. Time-varying Cox proportional-hazards models were used to estimate the association between PM2.5 and non-accidental, circulatory, and respiratory mortality. We further conducted stratified analysis by community-level deprivation index, medical index, and normalized difference vegetation index to represent greenness. Results PM2.5 exposure, based on 5-year moving averages, was positively associated with non-accidental (Hazard ratio, HR: 1.10, 95% Confidence Interval, CI: 1.01, 1.20, per 10 mu g/m(3) increase) and circulatory mortality (HR: 1.22, 95% CI: 1.01, 1.47). The 1-year moving average of PM2.5 was associated with respiratory mortality (HR: 1.33, 95% CI: 1.05, 1.67). We observed higher associations between PM2.5 and mortality in communities with higher deprivation and limited medical infrastructure. Communities with higher greenness showed lower risk for circulatory mortality but higher risk for respiratory mortality in association with PM2.5. Conclusions Our study found mortality effects of long-term PM2.5 exposure and underlined the role of community-level factors in modifying these association. These findings highlight the importance of considering socio-environmental contexts in the design of air quality policies to reduce health disparities and enhance overall public health outcomes.
引用
收藏
页数:12
相关论文
共 43 条
  • [11] Do S., 2005, Health Welf Policy Forum, V102, P65
  • [12] Socioeconomic disparity in the association between long-term exposure to PM2.5 and mortality in 2640 Chinese counties
    Han, Chunlei
    Xu, Rongbin
    Gao, Caroline X.
    Yu, Wenhua
    Zhang, Yajuan
    Han, Kun
    Yu, Pei
    Guo, Yuming
    Li, Shanshan
    [J]. ENVIRONMENT INTERNATIONAL, 2021, 146
  • [13] Tracking restoration in natural and urban field settings
    Hartig, T
    Evans, GW
    Jamner, LD
    Davis, DS
    Gärling, T
    [J]. JOURNAL OF ENVIRONMENTAL PSYCHOLOGY, 2003, 23 (02) : 109 - 123
  • [14] Long-term air pollution exposure and cardio- respiratory mortality: a review
    Hoek, Gerard
    Krishnan, Ranjini M.
    Beelen, Rob
    Peters, Annette
    Ostro, Bart
    Brunekreef, Bert
    Kaufman, Joel D.
    [J]. ENVIRONMENTAL HEALTH, 2013, 12
  • [15] Institute for Health Metrics and Evaluation Global Health Data Exchange, GBD Results
  • [16] Travel time to emergency care not by geographic time, but by optimal time: A nationwide cross-sectional study for establishing optimal hospital access time to emergency medical care in South Korea
    Jang, Won Mo
    Lee, Juyeon
    Eun, Sang Jun
    Yim, Jun
    Kim, Yoon
    Kwak, Mi Young
    [J]. PLOS ONE, 2021, 16 (05):
  • [17] Environmental correlates of physical activity: A review of evidence about parks and recreation
    Kaczynski, Andrew T.
    Henderson, Karla A.
    [J]. LEISURE SCIENCES, 2007, 29 (04) : 315 - 354
  • [18] Size, source and chemical composition as determinants of toxicity attributable to ambient particulate matter
    Kelly, Frank J.
    Fussell, Julia C.
    [J]. ATMOSPHERIC ENVIRONMENT, 2012, 60 : 504 - 526
  • [19] The lag-effect pattern in the relationship of particulate air pollution to daily mortality in Seoul, Korea
    Kim, H
    Kim, Y
    Hong, YC
    [J]. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2003, 48 (01) : 25 - 30
  • [20] Multi-dimensional community characteristics in linking particulate matter pollution and cause-specific mortality: 72 communities of South Korea
    Kim, Honghyok
    Bell, Michelle L.
    Lee, Jong-Tae
    [J]. ENVIRONMENTAL RESEARCH, 2021, 196