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Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia

ABSTRACT: BACKGROUND: Illicit drug poisoning (overdose) continues to be an important public health problem with overdose-related deaths currently recorded at an unprecedented level. Understanding the geographic variations in fatal overdose mortality is necessary to avoid disproportionate risk result...

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Autores principales: Hu, Kevin, Klinkenberg, Brian, Gan, Wen Qi, Slaunwhite, Amanda K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9675064/
https://www.ncbi.nlm.nih.gov/pubmed/36401244
http://dx.doi.org/10.1186/s12889-022-14586-8
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author Hu, Kevin
Klinkenberg, Brian
Gan, Wen Qi
Slaunwhite, Amanda K.
author_facet Hu, Kevin
Klinkenberg, Brian
Gan, Wen Qi
Slaunwhite, Amanda K.
author_sort Hu, Kevin
collection PubMed
description ABSTRACT: BACKGROUND: Illicit drug poisoning (overdose) continues to be an important public health problem with overdose-related deaths currently recorded at an unprecedented level. Understanding the geographic variations in fatal overdose mortality is necessary to avoid disproportionate risk resulting from service access inequity. METHODS: We estimated the odds of fatal overdose per event from all cases captured by the overdose surveillance system in British Columbia (2015 - 2018), using both conventional logistic regression and Generalized Additive Models (GAM). The results of GAM were mapped to identify spatial-temporal trends in the risk of fatal overdose. RESULTS: We found that the odds of fatal overdose were about 30% higher in rural areas than in large urban centers, with some regions reporting odds 50% higher than others. Temporal variations in fatal overdose revealed an increasing trend over the entire province. However, the increase occurred earlier and faster in the Interior and Northern regions. CONCLUSION: Rural areas were disproportionately affected by fatal overdose; lack of access to harm reduction services may partly explain the elevated risk in these areas. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-14586-8.
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spelling pubmed-96750642022-11-20 Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia Hu, Kevin Klinkenberg, Brian Gan, Wen Qi Slaunwhite, Amanda K. BMC Public Health Research ABSTRACT: BACKGROUND: Illicit drug poisoning (overdose) continues to be an important public health problem with overdose-related deaths currently recorded at an unprecedented level. Understanding the geographic variations in fatal overdose mortality is necessary to avoid disproportionate risk resulting from service access inequity. METHODS: We estimated the odds of fatal overdose per event from all cases captured by the overdose surveillance system in British Columbia (2015 - 2018), using both conventional logistic regression and Generalized Additive Models (GAM). The results of GAM were mapped to identify spatial-temporal trends in the risk of fatal overdose. RESULTS: We found that the odds of fatal overdose were about 30% higher in rural areas than in large urban centers, with some regions reporting odds 50% higher than others. Temporal variations in fatal overdose revealed an increasing trend over the entire province. However, the increase occurred earlier and faster in the Interior and Northern regions. CONCLUSION: Rural areas were disproportionately affected by fatal overdose; lack of access to harm reduction services may partly explain the elevated risk in these areas. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-14586-8. BioMed Central 2022-11-18 /pmc/articles/PMC9675064/ /pubmed/36401244 http://dx.doi.org/10.1186/s12889-022-14586-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Hu, Kevin
Klinkenberg, Brian
Gan, Wen Qi
Slaunwhite, Amanda K.
Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title_full Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title_fullStr Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title_full_unstemmed Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title_short Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia
title_sort spatial-temporal trends in the risk of illicit drug toxicity death in british columbia
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9675064/
https://www.ncbi.nlm.nih.gov/pubmed/36401244
http://dx.doi.org/10.1186/s12889-022-14586-8
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