Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation

Abstract Background Patterns of opioid dispensing often exhibit substantial temporal and geographical variability, which has implications for public health policy decisions and interventions. The study examined recent trends in prescription opioid dispensing and identified high dispensing areas and...

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Main Authors: M Mofizul Islam, Ian S. McRae, Soumya Mazumdar, Paul Simpson, Dennis Wollersheim, Kaniz Fatema, Tony Butler
Format: Article
Language:English
Published: BMC 2018-06-01
Series:BMC Pharmacology and Toxicology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40360-018-0219-0
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spelling doaj-e0cbaa37ce5f47a9898b52942233f1b92020-11-25T00:11:39ZengBMCBMC Pharmacology and Toxicology2050-65112018-06-011911910.1186/s40360-018-0219-0Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variationM Mofizul Islam0Ian S. McRae1Soumya Mazumdar2Paul Simpson3Dennis Wollersheim4Kaniz Fatema5Tony Butler6Department of Public Health, La Trobe UniversityResearch School of Population Health, ANU College of Health and Medicine, Australian National UniversityHealthy People and Place Unit, Population Health, Liverpool Hospital, South West Sydney Local Health District, New South Wales HealthThe Kirby Institute, University of New South WalesDepartment of Public Health, La Trobe UniversityCentre for Health Equity Training, Research & Evaluation (CHETRE)The Kirby Institute, University of New South WalesAbstract Background Patterns of opioid dispensing often exhibit substantial temporal and geographical variability, which has implications for public health policy decisions and interventions. The study examined recent trends in prescription opioid dispensing and identified high dispensing areas and factors associated with the doses dispensed. Methods Three years (1 January 2013–31 December 2015) of dispensing data of prescription opioids in local government areas (LGAs) for New South Wales (NSW), Australia’s most populous state, were analyzed. The proportion of individuals who were dispensed opioids was computed for four age-groups. A Chi-square test was used to examine trends over time in proportions of the population who were dispensed opioids in four age-groups. The number of prescriptions over time and quantities in daily defined dose/1000 people/day (denoted DDD) were also examined. LGAs with relatively high levels of dispensing were identified and mapped. A multivariate regression model was used to identify factors associated with DDD. Results Overall, codeine, oxycodone and tramadol were the main opioids in terms of DDD, number of prescriptions and number of individuals who were dispensed these medications. Quantity (in DDD), and population dispensed to were consistently higher for women than men over time. Proportions of individuals who were dispensed opioids increased significantly over time in all four age-groups. In the multivariate model, age, urbanization, sex and socio-economic indexes for areas were significantly associated with doses dispensed among opioid users. All areas with very high dispensing were outside major metropolitan areas. Conclusions Given that over-use of opioids is a major public health problem and that long-term use has substantial side effects including dependence, it is important to understand spatial patterns of opioid prescribing to enable targeted interventions. Nationwide implementation of real-time drug-monitoring programs and access to monitoring databases from both doctor and pharmacy point-of-care sources may potentially reduce excessive and undue use of opioid.http://link.springer.com/article/10.1186/s40360-018-0219-0OpioidDispensingPrescription opioidPain medicineNew South WalesAustralia
collection DOAJ
language English
format Article
sources DOAJ
author M Mofizul Islam
Ian S. McRae
Soumya Mazumdar
Paul Simpson
Dennis Wollersheim
Kaniz Fatema
Tony Butler
spellingShingle M Mofizul Islam
Ian S. McRae
Soumya Mazumdar
Paul Simpson
Dennis Wollersheim
Kaniz Fatema
Tony Butler
Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
BMC Pharmacology and Toxicology
Opioid
Dispensing
Prescription opioid
Pain medicine
New South Wales
Australia
author_facet M Mofizul Islam
Ian S. McRae
Soumya Mazumdar
Paul Simpson
Dennis Wollersheim
Kaniz Fatema
Tony Butler
author_sort M Mofizul Islam
title Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
title_short Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
title_full Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
title_fullStr Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
title_full_unstemmed Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
title_sort prescription opioid dispensing in new south wales, australia: spatial and temporal variation
publisher BMC
series BMC Pharmacology and Toxicology
issn 2050-6511
publishDate 2018-06-01
description Abstract Background Patterns of opioid dispensing often exhibit substantial temporal and geographical variability, which has implications for public health policy decisions and interventions. The study examined recent trends in prescription opioid dispensing and identified high dispensing areas and factors associated with the doses dispensed. Methods Three years (1 January 2013–31 December 2015) of dispensing data of prescription opioids in local government areas (LGAs) for New South Wales (NSW), Australia’s most populous state, were analyzed. The proportion of individuals who were dispensed opioids was computed for four age-groups. A Chi-square test was used to examine trends over time in proportions of the population who were dispensed opioids in four age-groups. The number of prescriptions over time and quantities in daily defined dose/1000 people/day (denoted DDD) were also examined. LGAs with relatively high levels of dispensing were identified and mapped. A multivariate regression model was used to identify factors associated with DDD. Results Overall, codeine, oxycodone and tramadol were the main opioids in terms of DDD, number of prescriptions and number of individuals who were dispensed these medications. Quantity (in DDD), and population dispensed to were consistently higher for women than men over time. Proportions of individuals who were dispensed opioids increased significantly over time in all four age-groups. In the multivariate model, age, urbanization, sex and socio-economic indexes for areas were significantly associated with doses dispensed among opioid users. All areas with very high dispensing were outside major metropolitan areas. Conclusions Given that over-use of opioids is a major public health problem and that long-term use has substantial side effects including dependence, it is important to understand spatial patterns of opioid prescribing to enable targeted interventions. Nationwide implementation of real-time drug-monitoring programs and access to monitoring databases from both doctor and pharmacy point-of-care sources may potentially reduce excessive and undue use of opioid.
topic Opioid
Dispensing
Prescription opioid
Pain medicine
New South Wales
Australia
url http://link.springer.com/article/10.1186/s40360-018-0219-0
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