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Statistical Methods in Medical Research
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Capture—recapture and anchored prevalence estimation of injecting drug users in England: national and regional estimates

Gordon Hay

Centre for Drug Misuse Research, University of Glasgow, 89 Dumbarton Road, Glasgow G11 6PW, UK, g.hay{at}socsci.gla.ac.uk

Maria Gannon

Centre for Drug Misuse Research, University of Glasgow, 89 Dumbarton Road, Glasgow G11 6PW, UK

Jane MacDougall

Centre for Drug Misuse Research, University of Glasgow, 89 Dumbarton Road, Glasgow G11 6PW, UK

Catherine Eastwood

National Drug Evidence Centre, University of Manchester, Rutherford House, Manchester Science Park, Manchester M15 6GG, UK

Kate Williams

National Drug Evidence Centre, University of Manchester, Rutherford House, Manchester Science Park, Manchester M15 6GG, UK

Tim Millar

National Drug Evidence Centre, University of Manchester, Rutherford House, Manchester Science Park, Manchester M15 6GG, UK

Capture—recapture (C—RC) using four data sources, one of which accounted for 81% of captured injectors, and multiple indicator methods (MIM) were used to obtain national, regional and local estimates of the prevalence of injecting drug use among opiate and/or crack cocaine users in England. Persons aged 15 to 64 years, in contact with health and/or criminal justice services during 2005/2006, and known to be using opiates and/or crack cocaine and injecting drugs were included in the C—RC analysis. The MIM analysis included indicators relating to drug treatment, drug-related deaths, population density and drug offences.

There were an estimated 130,000 opiate and/or crack cocaine users who injected drugs in 2005/06 (95% confidence interval 125,800 to 137,000), corresponding to 3.9 per thousand of the population aged 15 to 64 years (95% confidence interval 3.8—4.1). Regional variation in the prevalence of injecting was evident, ranging from 6.1 per thousand of the population aged 15 to 64 years in Yorkshire and the Humber (95% confidence interval 5.6 to 6.6) to 2.3 per thousand in the East of England (95% confidence interval 1.8 to 2.9). Application of gender and age-group distributions for treated injecting drug users (IDUs) to the prevalence estimates suggested that there were 97,200 male injectors (95% confidence interval 94,000 to 102,500) and 63,600 female injectors aged 25 to 34 years (95% confidence interval 61,500 to 67,000).

The prevalence estimates provide a basis from which numbers of current IDUs infected with hepatitis C virus (HCV) can be approximated.

This version was published on August 1, 2009

Statistical Methods in Medical Research, Vol. 18, No. 4, 323-339 (2009)
DOI: 10.1177/0962280208094687


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R. King, S. M Bird, G. Hay, and S. J Hutchinson
Estimating current injectors in Scotland and their drug-related death rate by sex, region and age-group via Bayesian capture--recapture methods
Statistical Methods in Medical Research, August 1, 2009; 18(4): 341 - 359.
[Abstract] [PDF]



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