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Quantile regression analysis of the socioeconomic inequalities in air pollution and birth weight

Authors
 Dirga Kumar Lamichhane  ;  So-Yeon Lee  ;  Kangmo Ahn  ;  Kyung Won Kim  ;  Youn Ho Shin  ;  Dong In Suh  ;  Soo-Jong Hong  ;  Hwan-Cheol Kim 
Citation
 ENVIRONMENT INTERNATIONAL, Vol.142 : 105875, 2020-09 
Journal Title
 ENVIRONMENT INTERNATIONAL 
ISSN
 0160-4120 
Issue Date
2020-09
Keywords
Air pollution ; Birth weight ; Quantile regression ; Socioeconomic inequalities
Abstract
Background: An association between maternal exposure to air pollution and the birth weight distribution has been reported, but the extent to which this relationship varies according to socioeconomic status (SES) is unknown. This study examined the relationship using the data from a Korean birth cohort. Methods: Data for singleton births in Seoul from 2007 to 2017 (n = 1739) were analyzed. Maternal exposures to particulate matter with an aerodynamic diameter <10 µm (PM10) and <2.5 µm (PM2.5), as well as to nitrogen dioxide (NO2) and ozone (O3) for each trimester and the entire pregnancy were estimated using residential address, gestational age, and the birth date. The associations between the interquartile range (IQR) increases in pollutant concentrations and the changes in birth weight were examined using linear regression and quantile regression models. The socioeconomic disparities in the associations were investigated using a derived SES variable based on the composite of parental education and occupation. This SES variable was then interacted with the air pollutant. Results: In the gestational age-adjusted models, particulate air pollutants (PM10 and PM2.5) and O3 were associated with birth weight decreases for the lower birth weight percentiles. For example, the decrease in mean birthweight per IQR increase in PM2.5 during second trimester was -21.1 g (95% confidence interval (CI) = -41.8, -0.4), whereas the quantile-specific associations were: 10th percentile -27.0 g (95% CI = -46.6, -7.3); 50th percentile -22.2 g (95% CI = -39.6, -4.8); and 90th percentile -22.9 g (95% CI = -45.5, -0.2). Particulate air pollutants and O3 showed a pattern of socioeconomic inequalities; the reduced birth weight was of greater magnitude for children from a low SES group. Conclusions: Negative associations between particulate air pollutants and O3 and birth weight were consistently greater at the lower quantiles of the birth weight distribution, especially in lower SES group.
Full Text
https://www.sciencedirect.com/science/article/pii/S0160412020318304
DOI
10.1016/j.envint.2020.105875
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Pediatrics (소아과학교실) > 1. Journal Papers
Yonsei Authors
Kim, Kyung Won(김경원) ORCID logo https://orcid.org/0000-0003-4529-6135
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/180386
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