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Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation
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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6006696/ https://www.ncbi.nlm.nih.gov/pubmed/29914572 http://dx.doi.org/10.1186/s40360-018-0219-0 |
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author | Islam, M Mofizul McRae, Ian S. Mazumdar, Soumya Simpson, Paul Wollersheim, Dennis Fatema, Kaniz Butler, Tony |
author_facet | Islam, M Mofizul McRae, Ian S. Mazumdar, Soumya Simpson, Paul Wollersheim, Dennis Fatema, Kaniz Butler, Tony |
author_sort | Islam, M Mofizul |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6006696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60066962018-06-26 Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation Islam, M Mofizul McRae, Ian S. Mazumdar, Soumya Simpson, Paul Wollersheim, Dennis Fatema, Kaniz Butler, Tony BMC Pharmacol Toxicol Research Article 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. BioMed Central 2018-06-18 /pmc/articles/PMC6006696/ /pubmed/29914572 http://dx.doi.org/10.1186/s40360-018-0219-0 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Islam, M Mofizul McRae, Ian S. Mazumdar, Soumya Simpson, Paul Wollersheim, Dennis Fatema, Kaniz Butler, Tony Prescription opioid dispensing in New South Wales, Australia: spatial and temporal variation |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6006696/ https://www.ncbi.nlm.nih.gov/pubmed/29914572 http://dx.doi.org/10.1186/s40360-018-0219-0 |
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