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Published in: BMC Psychiatry 1/2013

Open Access 01-12-2013 | Research article

Assessing the prevalence of non-medical prescription opioid use in the Canadian general adult population: evidence of large variation depending on survey questions used

Authors: Kevin D Shield, Anca Ialomiteanu, Benedikt Fischer, Jürgen Rehm

Published in: BMC Psychiatry | Issue 1/2013

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Abstract

Background

Morbidity and mortality related to Prescription Opioid Analgesics (POAs) have been rising sharply in North America. Non-Medical Prescription Opioid Use (NMPOU) in the general population is a key indicator of POA-related harm, yet the role of question item design for best NMPOU prevalence estimates in general population surveys is unclear, and existing NMPOU survey data for Canada are limited.

Methods

We tested the impact of different NMPOU question items by comparing an item in the 2008 and 2009 (N = 2,017) samples of the CAMH Monitor surveys – an Ontario adult general population survey – with a newly developed item used in the 2010 (N = 2,015) samples of the Centre for Addiction and Mental Health (CAMH) Monitor surveys. To control for a potential difference in the population demographics between surveys, we adjusted for gender, age, region, income, prescription opioid use, cigarette smoking, weekly binge drinking, cannabis use in the past three months, and psychological distress in our analyses.

Results

The prevalence of NMPOU as measured by the 2008 and 2009 CAMH monitor (2.0% [95% CI: 1.2% to 2.8%]) was significantly different when compared to the prevalence of NMPOU as measured by the 2010 CAMH monitor (7.7% [95% CI: 6.3% to 9.2%]) (p < 0.001). This difference was also found when stratifying our analysis by sex (p < 0.001) and when adjusting for all potential confounding covariates.

Conclusion

It is highly unlikely that the extensive NMPOU prevalence differences observed from the different survey items reflect an actual increase of NMPOU or changes in NMPOU determinants, but rather point to measurement effects. It appears that we currently do not have accurate estimates of NMPOU in the Canadian general population, even though these estimates are needed to guide and implement targeted interventions. Given the current substantial morbidity and mortality impact of NMPOU, there is an urgent need to systematically develop, validate and standardize NMPOU items for future general population surveys in Canada.
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Literature
1.
go back to reference International Narcotics Control Board: Narcotic Drugs: Estimated World Requirements for 2012 - Statistics for 2010. 2012, Vienna, Austria: International Narcotics Control Board International Narcotics Control Board: Narcotic Drugs: Estimated World Requirements for 2012 - Statistics for 2010. 2012, Vienna, Austria: International Narcotics Control Board
2.
go back to reference Fischer B, Argento E: Prescription opioid related misuse, harms, diversion and interventions in Canada: a review. Pain Physician. 2012, 15 (3 Suppl): ES191-ES203.PubMed Fischer B, Argento E: Prescription opioid related misuse, harms, diversion and interventions in Canada: a review. Pain Physician. 2012, 15 (3 Suppl): ES191-ES203.PubMed
3.
go back to reference Dhalla IA, Mamdani MM, Sivilotte ML, Kopp A, Qureshi O, Juurlink DN: Prescribing of opioid analgesics and related mortality before and after the introduction of long-acting oxycodone. CMAJ. 2009, 181 (12): 891-896. 10.1503/cmaj.090784.CrossRefPubMedPubMedCentral Dhalla IA, Mamdani MM, Sivilotte ML, Kopp A, Qureshi O, Juurlink DN: Prescribing of opioid analgesics and related mortality before and after the introduction of long-acting oxycodone. CMAJ. 2009, 181 (12): 891-896. 10.1503/cmaj.090784.CrossRefPubMedPubMedCentral
4.
go back to reference Manchikanti L: National drug control policy and prescription drug abuse: facts and fallacies. Pain Physician. 2007, 10: 399-424.PubMed Manchikanti L: National drug control policy and prescription drug abuse: facts and fallacies. Pain Physician. 2007, 10: 399-424.PubMed
6.
go back to reference CfD C: Prevention: vital signs:overdoses of prescription opioid pain relievers –- United States, 1999–2008. MMWR Morb Mortal Wkly Rep. 2011, 60 (43): 1487-1492. CfD C: Prevention: vital signs:overdoses of prescription opioid pain relievers –- United States, 1999–2008. MMWR Morb Mortal Wkly Rep. 2011, 60 (43): 1487-1492.
7.
go back to reference Compton WM, Volkow ND: Major increases in opioid analgesic abuse in the United States: concerns and strategies. Drug Alcohol Depend. 2006, 81: 103-107. 10.1016/j.drugalcdep.2005.05.009.CrossRefPubMed Compton WM, Volkow ND: Major increases in opioid analgesic abuse in the United States: concerns and strategies. Drug Alcohol Depend. 2006, 81: 103-107. 10.1016/j.drugalcdep.2005.05.009.CrossRefPubMed
8.
go back to reference Zacny J, Bigelow G, Compton P, Foley K, Iguchi M, Sannerud C: College on problems of drug dependence taskforce on prescription opioid non-medical use and abuse: position statement. Drug Alcohol Depend. 2003, 69: 215-232. 10.1016/S0376-8716(03)00003-6.CrossRefPubMed Zacny J, Bigelow G, Compton P, Foley K, Iguchi M, Sannerud C: College on problems of drug dependence taskforce on prescription opioid non-medical use and abuse: position statement. Drug Alcohol Depend. 2003, 69: 215-232. 10.1016/S0376-8716(03)00003-6.CrossRefPubMed
9.
go back to reference Fischer B, Rehm J: Nonmedical use of prescription opioids: furthering a meaningful research agenda. J Pain. 2008, 9 (6): 490-493. 10.1016/j.jpain.2008.03.002.CrossRefPubMed Fischer B, Rehm J: Nonmedical use of prescription opioids: furthering a meaningful research agenda. J Pain. 2008, 9 (6): 490-493. 10.1016/j.jpain.2008.03.002.CrossRefPubMed
10.
go back to reference Health Canada: Canadian Alcohol and Drug Use Monitoring Survey 2008: microdata user guide. 2009, Ottawa: Health Canada Health Canada: Canadian Alcohol and Drug Use Monitoring Survey 2008: microdata user guide. 2009, Ottawa: Health Canada
11.
go back to reference Fischer B, Nakamura N, Ialomiteanu A, Boak A, Rehm J: Assessing the prevalence of non-medical prescription opioid use in the general Canadian population: methodological issues and questions. CAN J Psychiatry. 2010, 55 (9): 606-609.PubMed Fischer B, Nakamura N, Ialomiteanu A, Boak A, Rehm J: Assessing the prevalence of non-medical prescription opioid use in the general Canadian population: methodological issues and questions. CAN J Psychiatry. 2010, 55 (9): 606-609.PubMed
12.
go back to reference Substance Abuse Mental Health Services Administration: Results from the 2008 National Survey on Drug use and Health: National Findings vol. SMA 09–4434. 2009, Rockville, MD: SAMHSA Office of Applied Studies Substance Abuse Mental Health Services Administration: Results from the 2008 National Survey on Drug use and Health: National Findings vol. SMA 09–4434. 2009, Rockville, MD: SAMHSA Office of Applied Studies
13.
go back to reference Wisniewski AM, Purdy CH, Bondell RD: The epidemiologic association between opioid prescribing, non-medical use, and emergency department visits. J Addict Dis. 2008, 27 (1): 1-11. 10.1300/J069v27n01_01.CrossRefPubMed Wisniewski AM, Purdy CH, Bondell RD: The epidemiologic association between opioid prescribing, non-medical use, and emergency department visits. J Addict Dis. 2008, 27 (1): 1-11. 10.1300/J069v27n01_01.CrossRefPubMed
14.
go back to reference Ialomiteanu A, Adlaf E: CAMH Monitor 2008 TECHNICAL GUIDE. 2009, Toronto: Centre for Addiction and Mental Health Ialomiteanu A, Adlaf E: CAMH Monitor 2008 TECHNICAL GUIDE. 2009, Toronto: Centre for Addiction and Mental Health
15.
go back to reference Ialomiteanu A, Adlaf E: CAMH Monitor 2009 TECHNICAL GUIDE. 2010, Toronto: Centre for Addiction and Mental Health Ialomiteanu A, Adlaf E: CAMH Monitor 2009 TECHNICAL GUIDE. 2010, Toronto: Centre for Addiction and Mental Health
16.
go back to reference Ialomiteanu A, Adlaf E: CAMH Monitor 2010 TECHNICAL GUIDE. 2011, Toronto: Centre for Addiction and Mental Health Ialomiteanu A, Adlaf E: CAMH Monitor 2010 TECHNICAL GUIDE. 2011, Toronto: Centre for Addiction and Mental Health
17.
go back to reference Paglia-Boak A, Mann RE, Adlaf EM, Rehm J: Drug use among Ontario students, 1977–2009: Detailed OSDUHS findings. 2009, Toronto, ON: Centre for Addiction and Mental Health Paglia-Boak A, Mann RE, Adlaf EM, Rehm J: Drug use among Ontario students, 1977–2009: Detailed OSDUHS findings. 2009, Toronto, ON: Centre for Addiction and Mental Health
18.
go back to reference Goldberg DP, Hillier VF: A scaled version of the general health questionnaire. Psychol Med. 1979, 9: 139-145. 10.1017/S0033291700021644.CrossRefPubMed Goldberg DP, Hillier VF: A scaled version of the general health questionnaire. Psychol Med. 1979, 9: 139-145. 10.1017/S0033291700021644.CrossRefPubMed
19.
go back to reference Rao JNK, Scott AJ: On simple adjustments to chi-squared tests with sample survey data. Ann Stat. 1987, 15: 385-397. 10.1214/aos/1176350273.CrossRef Rao JNK, Scott AJ: On simple adjustments to chi-squared tests with sample survey data. Ann Stat. 1987, 15: 385-397. 10.1214/aos/1176350273.CrossRef
20.
go back to reference R. Development Core Team: R: A Language and Environment for Statistical Computing (version 2.13.0). 2011, Vienna, Austria: R Foundation for Statistical Computing R. Development Core Team: R: A Language and Environment for Statistical Computing (version 2.13.0). 2011, Vienna, Austria: R Foundation for Statistical Computing
21.
go back to reference Lumley T: Analysis of complex survey samples. J Stat Softw. 2004, 9 (8): 1-19.CrossRef Lumley T: Analysis of complex survey samples. J Stat Softw. 2004, 9 (8): 1-19.CrossRef
22.
go back to reference Ontario Ministry of Finance: Ontario Population Projections Update 2010–2036. 2011, Toronto, Canada: Ontario Ministry of Finance Ontario Ministry of Finance: Ontario Population Projections Update 2010–2036. 2011, Toronto, Canada: Ontario Ministry of Finance
23.
go back to reference Johnson TP, Frendrich M, Sudman S, Wislar J, Severns E: An experiment to improve drug use reports during survey interviews. 1998 Proceedings of the Section on Survey Research Methods edn. 1999, Alexandria, VA: American Statistical Association, 888-893. Johnson TP, Frendrich M, Sudman S, Wislar J, Severns E: An experiment to improve drug use reports during survey interviews. 1998 Proceedings of the Section on Survey Research Methods edn. 1999, Alexandria, VA: American Statistical Association, 888-893.
24.
25.
go back to reference Strack F, Martin LL: Thinking, judging, and communicating: a process account of context effects in attitude surveys. Social Information Processing and Survey Methodology. Edited by: Hippler HJ, Schwarz N, Sudman S. 1987, New York: Springer-Verlag, 123-148.CrossRef Strack F, Martin LL: Thinking, judging, and communicating: a process account of context effects in attitude surveys. Social Information Processing and Survey Methodology. Edited by: Hippler HJ, Schwarz N, Sudman S. 1987, New York: Springer-Verlag, 123-148.CrossRef
26.
go back to reference Morgan SG, Raymond C, Mooney D, Martin D: The Canadian Rx Atlas. 2008, Vancouver, BC: UBC Centre for Health Services and Policy Research, 2nd Morgan SG, Raymond C, Mooney D, Martin D: The Canadian Rx Atlas. 2008, Vancouver, BC: UBC Centre for Health Services and Policy Research, 2nd
27.
go back to reference Substance Abuse Mental Health Services Administration: Results from the 2010 National Survey on drug use and health: detailed tables. 2011, Rockville, Maryland: Substance Abuse and Mental Health Services Administration Substance Abuse Mental Health Services Administration: Results from the 2010 National Survey on drug use and health: detailed tables. 2011, Rockville, Maryland: Substance Abuse and Mental Health Services Administration
28.
go back to reference Shield KD, Ialomiteanu A, Fischer B, Mann RE, Rehm J: Non-medical use of prescription opioids among Ontario adults: data from the 2008/2009 CAMH monitor. Can J Public Health. 2011, 102 (5): 330-335.PubMed Shield KD, Ialomiteanu A, Fischer B, Mann RE, Rehm J: Non-medical use of prescription opioids among Ontario adults: data from the 2008/2009 CAMH monitor. Can J Public Health. 2011, 102 (5): 330-335.PubMed
29.
go back to reference Bruneau J, Roy E, Arruda N, Zang G, Jutras-Aswad D: The rising prevalence of prescription opioid injection and its association with hepatitis C incidence among street-drug users. Addiction. 2012, 107 (7): 1318-1327. 10.1111/j.1360-0443.2012.03803.x.CrossRefPubMed Bruneau J, Roy E, Arruda N, Zang G, Jutras-Aswad D: The rising prevalence of prescription opioid injection and its association with hepatitis C incidence among street-drug users. Addiction. 2012, 107 (7): 1318-1327. 10.1111/j.1360-0443.2012.03803.x.CrossRefPubMed
30.
go back to reference Shield K, Rehm J: Difficulties with telephone-based surveys on alcohol in high-income countries: the Canadian example. Int J Method Psych. 2012, 21 (1): 17-28. 10.1002/mpr.1345.CrossRef Shield K, Rehm J: Difficulties with telephone-based surveys on alcohol in high-income countries: the Canadian example. Int J Method Psych. 2012, 21 (1): 17-28. 10.1002/mpr.1345.CrossRef
31.
go back to reference Fischer B, Rehm J, Goldman B, Popova S: Non-medical use of prescription opioids and public health in Canada. An urgent call for research and interventions development. Can J Public Health. 2008, 99 (3): 182-184.PubMed Fischer B, Rehm J, Goldman B, Popova S: Non-medical use of prescription opioids and public health in Canada. An urgent call for research and interventions development. Can J Public Health. 2008, 99 (3): 182-184.PubMed
Metadata
Title
Assessing the prevalence of non-medical prescription opioid use in the Canadian general adult population: evidence of large variation depending on survey questions used
Authors
Kevin D Shield
Anca Ialomiteanu
Benedikt Fischer
Jürgen Rehm
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2013
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/1471-244X-13-6

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