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Key factors for selecting PM2.5 and ozone exposure assessment methods in epidemiological studies
by
Zhang, Shiyu
, Xiang, Keheng
, Khan, Junayed
, Zhang, Junfeng Jim
, Lai, Kefang
, Lin, Yan
, He, Linchen
, Chen, Yuehan
in
692/308
/ 692/499
/ 692/53
/ 692/699
/ 704/172
/ Air monitoring
/ Air pollution
/ Blood pressure
/ Earth and Environmental Science
/ Environment
/ Environmental Health
/ Epidemiology
/ Exposure
/ Humidity
/ Nitric oxide
/ Outdoors
/ Ozone
/ Particulate matter
/ Pollutants
/ Reaction products
/ Regression coefficients
2026
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Key factors for selecting PM2.5 and ozone exposure assessment methods in epidemiological studies
by
Zhang, Shiyu
, Xiang, Keheng
, Khan, Junayed
, Zhang, Junfeng Jim
, Lai, Kefang
, Lin, Yan
, He, Linchen
, Chen, Yuehan
in
692/308
/ 692/499
/ 692/53
/ 692/699
/ 704/172
/ Air monitoring
/ Air pollution
/ Blood pressure
/ Earth and Environmental Science
/ Environment
/ Environmental Health
/ Epidemiology
/ Exposure
/ Humidity
/ Nitric oxide
/ Outdoors
/ Ozone
/ Particulate matter
/ Pollutants
/ Reaction products
/ Regression coefficients
2026
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Do you wish to request the book?
Key factors for selecting PM2.5 and ozone exposure assessment methods in epidemiological studies
by
Zhang, Shiyu
, Xiang, Keheng
, Khan, Junayed
, Zhang, Junfeng Jim
, Lai, Kefang
, Lin, Yan
, He, Linchen
, Chen, Yuehan
in
692/308
/ 692/499
/ 692/53
/ 692/699
/ 704/172
/ Air monitoring
/ Air pollution
/ Blood pressure
/ Earth and Environmental Science
/ Environment
/ Environmental Health
/ Epidemiology
/ Exposure
/ Humidity
/ Nitric oxide
/ Outdoors
/ Ozone
/ Particulate matter
/ Pollutants
/ Reaction products
/ Regression coefficients
2026
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Key factors for selecting PM2.5 and ozone exposure assessment methods in epidemiological studies
Journal Article
Key factors for selecting PM2.5 and ozone exposure assessment methods in epidemiological studies
2026
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Overview
Environmental epidemiological studies often use both station-monitored and personal air pollutant exposures, which frequently yield different results. We aimed to identify key considerations when choosing between these measures. In a panel study of 37 college students assessed six times across three seasons for cardiorespiratory outcomes, personal PM
2.5
and O
3
exposures were monitored for 5 days with wearable sensors before each health assessment, alongside concurrent measurements from nearby monitoring stations. The association between station-monitored and personal concentrations was stronger for PM
2.5
(regression coefficient: 0.51 ± 0.16) than for O
3
(regression coefficient: 0.19 ± 0.15). Both station-monitored and personal PM
2.5
were associated with decreased forced expiratory volume in the first second (FEV
1
), forced vital capacity (FVC), and increased fractional exhaled nitric oxide (FeNO). In contrast, only station-monitored O
3
was associated with decreased FEV
1
, FVC, increased FeNO, and worsening augmentation index (AI) and blood pressure. Personal O
3
showed mostly null associations or even “seemingly beneficial” associations with AI, FEV
1
, and FVC. These findings suggest station-monitored PM
2.5
can serve as a reasonable proxy for personal exposure in studies with minimal indoor PM
2.5
sources. However, this may be unsuitable for O
3
, given its high spatial variability and potential differences in exposure to ozone-derived reaction products.
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