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Spatial and temporal patterns of smoking prevalence in Ontario
BACKGROUND: Smoking prevalence varies over time and place due to various social, environmental and policy influences. However, its spatio-temporal patterns at small-area level are poorly understood. This paper attempts to describe spatio-temporal patterns of adult (age > 18) and youth (age 12–18)...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349672/ https://www.ncbi.nlm.nih.gov/pubmed/25886190 http://dx.doi.org/10.1186/s12889-015-1526-7 |
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author | Meng, Gang Brown, K Stephen Thompson, Mary E |
author_facet | Meng, Gang Brown, K Stephen Thompson, Mary E |
author_sort | Meng, Gang |
collection | PubMed |
description | BACKGROUND: Smoking prevalence varies over time and place due to various social, environmental and policy influences. However, its spatio-temporal patterns at small-area level are poorly understood. This paper attempts to describe spatio-temporal patterns of adult (age > 18) and youth (age 12–18) smoking prevalence at the municipality level in Ontario, Canada and identify potential socio-demographic, environmental, and policy factors that may affect the patterns. METHODS: Multilevel temporal and spatio-temporal models were fitted to the Canadian Community Health Surveys (2000–2008) data. In total, approximately 160,000 respondents 12 years of age and over living in Ontario were used for this analysis. RESULTS: The results indicate that during the time period 2003–2008, age-sex stratified smoking prevalence dropped for both the adult and youth populations in Ontario. The tendency is more obvious for youth than for adults. Smoking restriction at home is a leading factor associated with the decline of adult smoking prevalence, but does not play the same role for youth smoking. Despite the overall reduction, smoking prevalence varies considerably across the province and inequalities among municipalities have increased. Clusters of high and low smoking prevalence are both found within the study region. CONCLUSION: The identified spatial and temporal variations help to indicate problems at the local level and suggest future research directions. Identifying these variations helps to strengthen surveillance and monitoring of smoking behaviours and the evaluation of policy and program development at the small-area level. |
format | Online Article Text |
id | pubmed-4349672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43496722015-03-05 Spatial and temporal patterns of smoking prevalence in Ontario Meng, Gang Brown, K Stephen Thompson, Mary E BMC Public Health Research Article BACKGROUND: Smoking prevalence varies over time and place due to various social, environmental and policy influences. However, its spatio-temporal patterns at small-area level are poorly understood. This paper attempts to describe spatio-temporal patterns of adult (age > 18) and youth (age 12–18) smoking prevalence at the municipality level in Ontario, Canada and identify potential socio-demographic, environmental, and policy factors that may affect the patterns. METHODS: Multilevel temporal and spatio-temporal models were fitted to the Canadian Community Health Surveys (2000–2008) data. In total, approximately 160,000 respondents 12 years of age and over living in Ontario were used for this analysis. RESULTS: The results indicate that during the time period 2003–2008, age-sex stratified smoking prevalence dropped for both the adult and youth populations in Ontario. The tendency is more obvious for youth than for adults. Smoking restriction at home is a leading factor associated with the decline of adult smoking prevalence, but does not play the same role for youth smoking. Despite the overall reduction, smoking prevalence varies considerably across the province and inequalities among municipalities have increased. Clusters of high and low smoking prevalence are both found within the study region. CONCLUSION: The identified spatial and temporal variations help to indicate problems at the local level and suggest future research directions. Identifying these variations helps to strengthen surveillance and monitoring of smoking behaviours and the evaluation of policy and program development at the small-area level. BioMed Central 2015-02-25 /pmc/articles/PMC4349672/ /pubmed/25886190 http://dx.doi.org/10.1186/s12889-015-1526-7 Text en © Meng et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Article Meng, Gang Brown, K Stephen Thompson, Mary E Spatial and temporal patterns of smoking prevalence in Ontario |
title | Spatial and temporal patterns of smoking prevalence in Ontario |
title_full | Spatial and temporal patterns of smoking prevalence in Ontario |
title_fullStr | Spatial and temporal patterns of smoking prevalence in Ontario |
title_full_unstemmed | Spatial and temporal patterns of smoking prevalence in Ontario |
title_short | Spatial and temporal patterns of smoking prevalence in Ontario |
title_sort | spatial and temporal patterns of smoking prevalence in ontario |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349672/ https://www.ncbi.nlm.nih.gov/pubmed/25886190 http://dx.doi.org/10.1186/s12889-015-1526-7 |
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