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The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada
BACKGROUND: The purpose of this research was to determine the relationship between modeled particulate matter (PM(2.5)) exposure and birth weight, including the potential modification by maternal risk factors and indicators of socioeconomic status (SES). METHODS: Birth records from 2001 to 2006 (N =...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831087/ https://www.ncbi.nlm.nih.gov/pubmed/27079512 http://dx.doi.org/10.1186/s12940-016-0133-0 |
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author | Erickson, Anders C. Ostry, Aleck Chan, Laurie H. M. Arbour, Laura |
author_facet | Erickson, Anders C. Ostry, Aleck Chan, Laurie H. M. Arbour, Laura |
author_sort | Erickson, Anders C. |
collection | PubMed |
description | BACKGROUND: The purpose of this research was to determine the relationship between modeled particulate matter (PM(2.5)) exposure and birth weight, including the potential modification by maternal risk factors and indicators of socioeconomic status (SES). METHODS: Birth records from 2001 to 2006 (N = 231,929) were linked to modeled PM(2.5) data from a national land-use regression model along with neighbourhood-level SES and socio-demographic data using 6-digit residential postal codes. Multilevel random coefficient models were used to estimate the effects of PM(2.5), SES and other individual and neighbourhood-level covariates on continuous birth weight and test interactions. Gestational age was modeled with a random slope to assess potential neighbourhood-level differences of its effect on birth weight and whether any between-neighbourhood variability can be explained by cross-level interactions. RESULTS: Models adjusted for individual and neighbourhood-level covariates showed a significant non-linear negative association between PM(2.5) and birth weight explaining 8.5 % of the between-neighbourhood differences in mean birth weight. A significant interaction between SES and PM(2.5) was observed, revealing a more pronounced negative effect of PM(2.5) on birth weight in lower SES neighbourhoods. Further positive and negative modification of the PM(2.5) effect was observed with maternal smoking, maternal age, gestational diabetes, and suspected maternal drug or alcohol use. The random intercept variance indicating between-neighbourhood birth weight differences was reduced by 75 % in the final model, while the random slope variance for between-neighbourhood gestational age effects remained virtually unchanged. CONCLUSION: We provide evidence that neighbourhood-level SES variables and PM(2.5) have both independent and interacting associations with birth weight, and together account for 49 % of the between-neighbourhood differences in birth weight. Evidence of effect modification of PM(2.5) on birth weight across various maternal and neighbourhood-level factors suggests that certain sub-populations may be more or less vulnerable to relatively low doses PM(2.5) exposure. |
format | Online Article Text |
id | pubmed-4831087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-48310872016-04-15 The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada Erickson, Anders C. Ostry, Aleck Chan, Laurie H. M. Arbour, Laura Environ Health Research BACKGROUND: The purpose of this research was to determine the relationship between modeled particulate matter (PM(2.5)) exposure and birth weight, including the potential modification by maternal risk factors and indicators of socioeconomic status (SES). METHODS: Birth records from 2001 to 2006 (N = 231,929) were linked to modeled PM(2.5) data from a national land-use regression model along with neighbourhood-level SES and socio-demographic data using 6-digit residential postal codes. Multilevel random coefficient models were used to estimate the effects of PM(2.5), SES and other individual and neighbourhood-level covariates on continuous birth weight and test interactions. Gestational age was modeled with a random slope to assess potential neighbourhood-level differences of its effect on birth weight and whether any between-neighbourhood variability can be explained by cross-level interactions. RESULTS: Models adjusted for individual and neighbourhood-level covariates showed a significant non-linear negative association between PM(2.5) and birth weight explaining 8.5 % of the between-neighbourhood differences in mean birth weight. A significant interaction between SES and PM(2.5) was observed, revealing a more pronounced negative effect of PM(2.5) on birth weight in lower SES neighbourhoods. Further positive and negative modification of the PM(2.5) effect was observed with maternal smoking, maternal age, gestational diabetes, and suspected maternal drug or alcohol use. The random intercept variance indicating between-neighbourhood birth weight differences was reduced by 75 % in the final model, while the random slope variance for between-neighbourhood gestational age effects remained virtually unchanged. CONCLUSION: We provide evidence that neighbourhood-level SES variables and PM(2.5) have both independent and interacting associations with birth weight, and together account for 49 % of the between-neighbourhood differences in birth weight. Evidence of effect modification of PM(2.5) on birth weight across various maternal and neighbourhood-level factors suggests that certain sub-populations may be more or less vulnerable to relatively low doses PM(2.5) exposure. BioMed Central 2016-04-14 /pmc/articles/PMC4831087/ /pubmed/27079512 http://dx.doi.org/10.1186/s12940-016-0133-0 Text en © Erickson et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Erickson, Anders C. Ostry, Aleck Chan, Laurie H. M. Arbour, Laura The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title | The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title_full | The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title_fullStr | The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title_full_unstemmed | The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title_short | The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada |
title_sort | reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in british columbia, canada |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831087/ https://www.ncbi.nlm.nih.gov/pubmed/27079512 http://dx.doi.org/10.1186/s12940-016-0133-0 |
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