Short-term effects of air pollutants on daily mortality in the Stockholm county - A spatiotemporal analysis
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作者:
Stafoggia, Massimo
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Karolinska Inst, Inst Environm Med IMM, Stockholm, Sweden
ASL Roma 1, Lazio Reg Hlth Serv, Dept Epidemiol, Via Cristoforo Colombo 112, I-00147 Rome, ItalyKarolinska Inst, Inst Environm Med IMM, Stockholm, Sweden
Stafoggia, Massimo
[1
,2
]
Bellander, Tom
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Karolinska Inst, Inst Environm Med IMM, Stockholm, Sweden
Stockholm Reg, Ctr Occupat & Environm Med, Stockholm, SwedenKarolinska Inst, Inst Environm Med IMM, Stockholm, Sweden
Bellander, Tom
[1
,3
]
机构:
[1] Karolinska Inst, Inst Environm Med IMM, Stockholm, Sweden
[2] ASL Roma 1, Lazio Reg Hlth Serv, Dept Epidemiol, Via Cristoforo Colombo 112, I-00147 Rome, Italy
[3] Stockholm Reg, Ctr Occupat & Environm Med, Stockholm, Sweden
Short-term exposure to air pollutants has been extensively related to daily mortality, however most of the evidence comes from studies conducted in major cities, and little is known on the extent of the spatial heterogeneity in the effects within areas including both urban and non-urban settings. We aimed to investigate the short-term association of air pollutants with daily cause-specific mortality in the Stockholm county, and to test whether an association exists also outside the metropolitan area. We used a spatiotemporal random forest model to predict daily concentrations of fine and inhalable particulate matter (PM2.5 and PM10), nitrogen dioxide (NO2) and ozone (O-3) at 1-km spatial resolution over Sweden for 2005-2016. We collected data on daily mortality for each small area for market statistics (SAMS) of the Stockholm county, to which we matched daily exposures to air pollutants and air temperature. We applied a case-crossover design to investigate the short-term association between the four pollutants and mortality from non-accidental, cardiovascular and respiratory causes. We compared the associations in and out the Stockholm urban area, by SAMS population density and across the 26 municipalities of the county. We found weak effects of most air pollutants on cause-specific mortality in the full year analysis, with estimates much larger and significant only during the warmer months (April to September): non-accidental mortality increased by 4.58% (95% confidence interval - 95% CI: 0.89%, 8.41%) and by 2.21% (95% CI: 0.71%, 3.73%) per 10 mu g/m(3) increase in lag 0-1 PM2.5 and O-3, respectively. Associations were in general higher in the Stockholm city and in SAMS with high population density. When comparing the 26 municipalities, we didn't detect a significant heterogeneity in the short-term associations with air pollutants. In conclusion, we found a suggestion of a harmful role of air pollution also in non-urban areas, but the study was underpowered to draw firm conclusions. We consider this study as a pilot to investigate the spatial heterogeneity of the association between daily air pollution and mortality at the national level in Sweden.
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Inst Med Res, Kuala Lumpur 50588, MalaysiaInst Med Res, Kuala Lumpur 50588, Malaysia
Mahiyuddin, Wan Rozita Wan
Sahani, Mazrura
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Univ Kebangsaan Malaysia, Fac Hlth Sci, Kuala Lumpur 50300, MalaysiaInst Med Res, Kuala Lumpur 50588, Malaysia
Sahani, Mazrura
Aripin, Rasimah
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Univ Teknol MARA, Fac Comp & Math Sci, Ctr Stat Studies, Shah Alam 40450, Selangor, MalaysiaInst Med Res, Kuala Lumpur 50588, Malaysia
Aripin, Rasimah
Latif, Mohd Talib
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Univ Kebangsaan Malaysia, Sch Environm & Nat Resource Sci, Fac Sci Technol, Bangi 43600, Selangor, MalaysiaInst Med Res, Kuala Lumpur 50588, Malaysia
Latif, Mohd Talib
Thuan-Quoc Thach
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Univ Hong Kong, Sch Publ Hlth, Dept Community Med, Hong Kong, Hong Kong, Peoples R ChinaInst Med Res, Kuala Lumpur 50588, Malaysia
Thuan-Quoc Thach
Wong, Chit-Ming
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Univ Hong Kong, Sch Publ Hlth, Dept Community Med, Hong Kong, Hong Kong, Peoples R ChinaInst Med Res, Kuala Lumpur 50588, Malaysia
机构:
Umea Univ, Dept Publ Hlth & Clin Med Occupat & Environm Med, SE-90187 Umea, SwedenUmea Univ, Dept Publ Hlth & Clin Med Occupat & Environm Med, SE-90187 Umea, Sweden
Meister, Kadri
Johansson, Christer
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Stockholm Univ, Dept Appl Environm Sci, S-10691 Stockholm, Sweden
Environm & Hlth Adm, Stockholm, SwedenUmea Univ, Dept Publ Hlth & Clin Med Occupat & Environm Med, SE-90187 Umea, Sweden
Johansson, Christer
Forsberg, Bertil
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Umea Univ, Dept Publ Hlth & Clin Med Occupat & Environm Med, SE-90187 Umea, SwedenUmea Univ, Dept Publ Hlth & Clin Med Occupat & Environm Med, SE-90187 Umea, Sweden
机构:
Seoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Kim, Satbyul Estella
Honda, Yasushi
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Univ Tsukuba, Fac Hlth & Sport Sci, Tsukuba, Ibaraki, JapanSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Honda, Yasushi
Hashizume, Masahiro
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Nagasaki Univ, Inst Trop Med, Dept Pediat Infect Dis, Nagasaki, JapanSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Hashizume, Masahiro
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Kan, Haidong
Lim, Youn-Hee
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Seoul Natl Univ, Coll Med, Med Res Ctr, Inst Environm Med, Seoul, South Korea
Seoul Natl Univ, Coll Med, Ctr Environm Hlth, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Lim, Youn-Hee
Lee, Hyewon
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Lee, Hyewon
Kim, Clara Tammy
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Kim, Clara Tammy
Yi, Seung-Muk
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
Seoul Natl Univ, Inst Hlth & Environm, 1 Gwanak Ro, Seoul 151742, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Yi, Seung-Muk
Kim, Ho
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
Seoul Natl Univ, Inst Hlth & Environm, 1 Gwanak Ro, Seoul 151742, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Biostat & Epidemiol, Seoul, South Korea
机构:
Harbin Ctr Dis Control & Prevent, Dept Environm, Harbin, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Liu, Xiao-Bo
Wen, Xi-Mei
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Jinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Wen, Xi-Mei
Sun, Xiao-Hong
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Harbin Ctr Dis Control & Prevent, Dept Physicochem Lab, Harbin, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Sun, Xiao-Hong
Hong, Qian-Qi
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Harbin Ctr Dis Control & Prevent, Dept Environm, Harbin, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Hong, Qian-Qi
Wang, Qian
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Jinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Wang, Qian
Kang, Zhen
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Harbin Ctr Dis Control & Prevent, Dept Environm, Harbin, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Kang, Zhen
Xia, Su-Jian
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Jinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China
Xia, Su-Jian
Yang, Chao
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Harbin Ctr Dis Control & Prevent, Harbin, Peoples R ChinaJinan Univ, Sch Basic Med Sci, Dept Epidemiol & Stat, 601 West Huangpu Ave, Guangzhou 510630, Peoples R China