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Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates

Using Bayesian capture–recapture analysis, we estimated the number of current injecting drug users (IDUs) in Scotland in 2006 from the cross-counts of 5670 IDUs listed on four data-sources: social enquiry reports (901 IDUs listed), hospital records (953), drug treatment agencies (3504), and recent H...

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Autores principales: King, Ruth, Bird, Sheila M., Overstall, Antony, Hay, Gordon, Hutchinson, Sharon J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Informa UK, Ltd. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3665229/
https://www.ncbi.nlm.nih.gov/pubmed/23730265
http://dx.doi.org/10.3109/16066359.2012.706344
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author King, Ruth
Bird, Sheila M.
Overstall, Antony
Hay, Gordon
Hutchinson, Sharon J.
author_facet King, Ruth
Bird, Sheila M.
Overstall, Antony
Hay, Gordon
Hutchinson, Sharon J.
author_sort King, Ruth
collection PubMed
description Using Bayesian capture–recapture analysis, we estimated the number of current injecting drug users (IDUs) in Scotland in 2006 from the cross-counts of 5670 IDUs listed on four data-sources: social enquiry reports (901 IDUs listed), hospital records (953), drug treatment agencies (3504), and recent Hepatitis C virus (HCV) diagnoses (827 listed as IDU-risk). Further, we accessed exact numbers of opiate-related drugs-related deaths (DRDs) in 2006 and 2007 to improve estimation of Scotland's DRD rates per 100 current IDUs. Using all four data-sources, and model-averaging of standard hierarchical log-linear models to allow for pairwise interactions between data-sources and/or demographic classifications, Scotland had an estimated 31700 IDUs in 2006 (95% credible interval: 24900–38700); but 25000 IDUs (95% CI: 20700–35000) by excluding recent HCV diagnoses whose IDU-risk can refer to past injecting. Only in the younger age-group (15–34 years) were Scotland's opiate-related DRD rates significantly lower for females than males. Older males’ opiate-related DRD rate was 1.9 (1.24–2.40) per 100 current IDUs without or 1.3 (0.94–1.64) with inclusion of recent HCV diagnoses. If, indeed, Scotland had only 25000 current IDUs in 2006, with only 8200 of them aged 35+ years, the opiate-related DRD rate is higher among this older age group than has been appreciated hitherto. There is counter-balancing good news for the public health: the hitherto sharp increase in older current IDUs had stalled by 2006.
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spelling pubmed-36652292013-05-30 Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates King, Ruth Bird, Sheila M. Overstall, Antony Hay, Gordon Hutchinson, Sharon J. Addict Res Theory Original Articles Using Bayesian capture–recapture analysis, we estimated the number of current injecting drug users (IDUs) in Scotland in 2006 from the cross-counts of 5670 IDUs listed on four data-sources: social enquiry reports (901 IDUs listed), hospital records (953), drug treatment agencies (3504), and recent Hepatitis C virus (HCV) diagnoses (827 listed as IDU-risk). Further, we accessed exact numbers of opiate-related drugs-related deaths (DRDs) in 2006 and 2007 to improve estimation of Scotland's DRD rates per 100 current IDUs. Using all four data-sources, and model-averaging of standard hierarchical log-linear models to allow for pairwise interactions between data-sources and/or demographic classifications, Scotland had an estimated 31700 IDUs in 2006 (95% credible interval: 24900–38700); but 25000 IDUs (95% CI: 20700–35000) by excluding recent HCV diagnoses whose IDU-risk can refer to past injecting. Only in the younger age-group (15–34 years) were Scotland's opiate-related DRD rates significantly lower for females than males. Older males’ opiate-related DRD rate was 1.9 (1.24–2.40) per 100 current IDUs without or 1.3 (0.94–1.64) with inclusion of recent HCV diagnoses. If, indeed, Scotland had only 25000 current IDUs in 2006, with only 8200 of them aged 35+ years, the opiate-related DRD rate is higher among this older age group than has been appreciated hitherto. There is counter-balancing good news for the public health: the hitherto sharp increase in older current IDUs had stalled by 2006. Informa UK, Ltd. 2013-06 2012-08-20 /pmc/articles/PMC3665229/ /pubmed/23730265 http://dx.doi.org/10.3109/16066359.2012.706344 Text en © 2013 Informa Healthcare USA, Inc. http://creativecommons.org/licenses/by-nc/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the source is credited.
spellingShingle Original Articles
King, Ruth
Bird, Sheila M.
Overstall, Antony
Hay, Gordon
Hutchinson, Sharon J.
Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title_full Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title_fullStr Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title_full_unstemmed Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title_short Injecting drug users in Scotland, 2006: Listing, number, demography, and opiate-related death-rates
title_sort injecting drug users in scotland, 2006: listing, number, demography, and opiate-related death-rates
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3665229/
https://www.ncbi.nlm.nih.gov/pubmed/23730265
http://dx.doi.org/10.3109/16066359.2012.706344
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