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dc.contributor.authorKing, Ruth
dc.contributor.authorBird, Sheila
dc.contributor.authorOverstall, Antony
dc.contributor.authorHay, Gordon
dc.contributor.authorHutchinson, Sharon
dc.date.accessioned2014-06-20T23:01:33Z
dc.date.available2014-06-20T23:01:33Z
dc.date.issued2013-06
dc.identifier.citationKing , R , Bird , S , Overstall , A , Hay , G & Hutchinson , S 2013 , ' Injecting drug users in Scotland, 2006 : listing, number, demography, and opiate-related death-rates ' , Addiction Research and Theory , vol. 21 , no. 3 , pp. 235-246 . https://doi.org/10.3109/16066359.2012.706344en
dc.identifier.issn1476-7392
dc.identifier.otherPURE: 17391712
dc.identifier.otherPURE UUID: cc91676f-1dff-43d2-be22-f4528ae10a26
dc.identifier.otherWOS: 000317923500008
dc.identifier.otherScopus: 84876777460
dc.identifier.urihttps://hdl.handle.net/10023/4904
dc.description.abstractUsing 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.
dc.language.isoeng
dc.relation.ispartofAddiction Research and Theoryen
dc.rightsCopyright 2013 Informa UK Ltd.en
dc.subjectBayesianen
dc.subjectCapture-recaptureen
dc.subjectInjectorsen
dc.subjectOpiate-related deathsen
dc.subjectSexen
dc.subjectAgeen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.titleInjecting drug users in Scotland, 2006 : listing, number, demography, and opiate-related death-ratesen
dc.typeJournal articleen
dc.contributor.sponsorMedical Research Councilen
dc.description.versionPostprinten
dc.contributor.institutionUniversity of St Andrews. School of Mathematics and Statisticsen
dc.contributor.institutionUniversity of St Andrews. Scottish Oceans Instituteen
dc.contributor.institutionUniversity of St Andrews. Centre for Research into Ecological & Environmental Modellingen
dc.identifier.doihttps://doi.org/10.3109/16066359.2012.706344
dc.description.statusPeer revieweden
dc.date.embargoedUntil2014-06-21
dc.identifier.grantnumberPO: MCZ907778en


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