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

Injecting drug users in Scotland, 2006: listing, number, demography, and opiate-related death-rates
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 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.
1606-6359
235-246
King, Ruth
64ab7d0e-2ce7-4c68-96c3-e25d876542be
Bird, Sheila
41cceac3-4dd3-4bf3-9faa-89fe223de976
Overstall, Antony
c1d6c8bd-1c5f-49ee-a845-ec9ec7b20910
Hay, Gordon
b87a1ece-b82e-4555-a6f0-4085ed49e04e
Hutchinson, Sharon
8e124af1-1224-4532-bcec-9f95b17fca36
King, Ruth
64ab7d0e-2ce7-4c68-96c3-e25d876542be
Bird, Sheila
41cceac3-4dd3-4bf3-9faa-89fe223de976
Overstall, Antony
c1d6c8bd-1c5f-49ee-a845-ec9ec7b20910
Hay, Gordon
b87a1ece-b82e-4555-a6f0-4085ed49e04e
Hutchinson, Sharon
8e124af1-1224-4532-bcec-9f95b17fca36

King, Ruth, Bird, Sheila, Overstall, Antony, Hay, Gordon and Hutchinson, Sharon (2013) Injecting drug users in Scotland, 2006: listing, number, demography, and opiate-related death-rates. Addiction Research & Theory, 21 (3), 235-246. (doi:10.3109/16066359.2012.706344).

Record type: Article

Abstract

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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More information

Accepted/In Press date: 21 June 2012
e-pub ahead of print date: 4 September 2012
Published date: June 2013
Organisations: Statistics

Identifiers

Local EPrints ID: 401170
URI: http://eprints.soton.ac.uk/id/eprint/401170
ISSN: 1606-6359
PURE UUID: 83523828-2416-4d07-a70e-43ad51257687
ORCID for Antony Overstall: ORCID iD orcid.org/0000-0003-0638-8635

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Date deposited: 05 Oct 2016 14:00
Last modified: 15 Mar 2024 03:27

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Contributors

Author: Ruth King
Author: Sheila Bird
Author: Gordon Hay
Author: Sharon Hutchinson

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