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Verhagen R, Gerber C, Thai PK, Connor J, Loveday B, Bade R, O'Brien J, Jaunay EL, Simpson BS, Chan G, Hall W, Thomas KV, Mueller JF, Tscharke BJ. Wastewater-based evaluation of the efficacy of oxycodone regulations in Australia. Addiction 2024. [PMID: 39259037 DOI: 10.1111/add.16653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 07/15/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND AND AIMS Between 2018 and 2020, Australia implemented major policy changes to improve the quality and safety of opioid prescribing, with a specific focus on oxycodone. This study used wastewater-based epidemiology to assess the efficacy of Australia's regulatory reforms by measuring change in consumption of oxycodone via exploratory analysis. DESIGN, SETTING, PARTICIPANTS, MEASUREMENTS Wastewater analysis data on oxycodone consumption was from the National Wastewater Drug Monitoring Program. The program captures data from more than 50 wastewater treatment plant catchments across Australia, equivalent to more than 50% of the national population. Geographic trend analyses were conducted for both major cities and regional areas within all states and territories of Australia over a 6-year period between 2017 and 2023. FINDINGS Oxycodone consumption showed a statistically significant increase nationally from 78 mg/day/1000 people (95% confidence interval [CI] = 71, 84) in 2017 to 120 mg/day/1000 people in August 2019 (95% CI = 110, 120), an increase of 52% (95% CI = 42, 62, P < 0.0001). From August 2019 to December 2020, there was a statistically significant decrease from 120 to 65 mg/day/1000 people (95% CI = 60, 71), a decrease of 45% (95% CI = 40, 51), followed by a modest 2.4% increase to the end of the study period in April 2023 (95% CI [2.0,2.7]). CONCLUSIONS A 45% reduction in oxycodone consumption in Australia from 2019 to 2020 coincided with national policy changes that aimed to reduce consumption of prescription opioids. The overall declining trend in consumption was suggestive of the effectiveness of national interventions in reducing pharmaceutical opioid use. Wastewater-based epidemiology provides an effective approach for assessing the effectiveness of controlled substances policy changes.
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Affiliation(s)
- Rory Verhagen
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Cobus Gerber
- Health and Biomedical Innovation, Clinical and Health Sciences, University of South Australia, Adelaide, Australia
| | - Phong K Thai
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Jason Connor
- National Centre for Youth Substance Use Research, The University of Queensland, St Lucia, Australia
- Discipline of Psychiatry, The University of Queensland, Herston, Australia
| | - Bill Loveday
- Healthcare Protection and Regulation Branch, Queensland Public Health and Scientific Services, Queensland Health, Australia
| | - Richard Bade
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Jake O'Brien
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Emma L Jaunay
- Health and Biomedical Innovation, Clinical and Health Sciences, University of South Australia, Adelaide, Australia
| | - Bradley S Simpson
- Health and Biomedical Innovation, Clinical and Health Sciences, University of South Australia, Adelaide, Australia
| | - Gary Chan
- National Centre for Youth Substance Use Research, The University of Queensland, St Lucia, Australia
| | - Wayne Hall
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
- National Centre for Youth Substance Use Research, The University of Queensland, St Lucia, Australia
| | - Kevin V Thomas
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Jochen F Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
| | - Benjamin J Tscharke
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, Australia
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Jung M, Xia T, Ilomäki J, Pearce C, Nielsen S. Trajectories of prescription opioid tapering in patients with chronic non-cancer pain: a retrospective cohort study, 2015-2020. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:263-274. [PMID: 38191211 PMCID: PMC10988287 DOI: 10.1093/pm/pnae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 11/30/2023] [Accepted: 12/16/2023] [Indexed: 01/10/2024]
Abstract
OBJECTIVE To identify common opioid tapering trajectories among patients commencing opioid taper from long-term opioid therapy for chronic non-cancer pain and to examine patient-level characteristics associated with these different trajectories. DESIGN A retrospective cohort study. SETTING Australian primary care. SUBJECTS Patients prescribed opioid analgesics between 2015 and 2020. METHODS Group-based trajectory modeling and multinomial logistic regression analysis were conducted to determine tapering trajectories and to examine demographic and clinical factors associated with the different trajectories. RESULTS A total of 3369 patients commenced a taper from long-term opioid therapy. Six distinct opioid tapering trajectories were identified: low dose / completed taper (12.9%), medium dose / faster taper (12.2%), medium dose / gradual taper (6.5%), low dose / noncompleted taper (21.3%), medium dose / noncompleted taper (30.4%), and high dose / noncompleted taper (16.7%). A completed tapering trajectory from a high opioid dose was not identified. Among patients prescribed medium opioid doses, those who completed their taper were more likely to have higher geographically derived socioeconomic status (relative risk ratio [RRR], 1.067; 95% confidence interval [CI], 1.001-1.137) and less likely to have sleep disorders (RRR, 0.661; 95% CI, 0.463-0.945) than were those who didn't complete their taper. Patients who didn't complete their taper were more likely to be prescribed strong opioids (eg, morphine, oxycodone), regardless of whether they were tapered from low (RRR, 1.444; 95% CI, 1.138-1.831) or high (RRR, 1.344; 95% CI, 1.027-1.760) doses. CONCLUSIONS Those prescribed strong opioids and high doses appear to be less likely to complete tapering. Further studies are needed to evaluate the clinical outcomes associated with the identified trajectories.
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Affiliation(s)
- Monica Jung
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, VIC 3199, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, VIC 3052, Australia
| | - Ting Xia
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, VIC 3199, Australia
| | - Jenni Ilomäki
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, VIC 3052, Australia
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
| | - Christopher Pearce
- Melbourne East General Practice Network (trading as Outcome Health), Surrey Hills, VIC 3127, Australia
- Department of General Practice, School of Primary and Allied Health Care, Monash University, Melbourne, VIC 3168, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, VIC 3199, Australia
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Cruz AJS, Abreu LG, da Rocha Mendes S, de Castilho LS, de Abreu MHNG. Association of sociodemographic factors with the prescription pattern of opioids for dental patients: a systematic review. Evid Based Dent 2022:10.1038/s41432-022-0282-7. [PMID: 36068264 DOI: 10.1038/s41432-022-0282-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Aim To evaluate the association of patients' sociodemographic factors (sex, age, ethnicity, income, educational level, living environment and health insurance) with the prescription pattern of opioids provided by oral health practitioners.Methods Observational studies that evaluated the association of patients' sociodemographic factors and the likelihood of receiving an opioid prescription provided by an oral health practitioner were eligible. Electronic searches were conducted in Medline (PubMed), Embase, Scopus, Web of Science, LILACS, SciELO, Google Scholar, and OpenGrey up to March 2021. Two authors independently screened the studies, performed data extraction, and assessed the risk-of-bias using the critical appraisal tools developed by the Joanna Briggs Institute (JBI). Certainty of the evidence was assessed with the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE).Results Eight studies were included in this systematic review. Publication year ranged from 2011 to 2021. Narrative synthesis showed with very low certainty of evidence that younger individuals were more likely to receive a prescription of opioids than older individuals. Regarding the other sociodemographic factors and the prescriptions of opioids in dentistry, the evidence is controversial. Risk of bias was low for most items assessed in the included studies.Conclusion The available evidence suggests that there is an association between patients' sociodemographic factors and the prescription patterns of opioids provided by oral health practitioners.
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Affiliation(s)
- Alex Junio Silva Cruz
- Graduate Program in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil.
| | - Lucas Guimarães Abreu
- Department of Child´s and Adolescent´s Oral Health, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
| | - Suellen da Rocha Mendes
- Graduate Program in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
| | - Lia Silva de Castilho
- Department of Operative Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
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Tran T, Ford J, Hardidge A, Antoine S, Veevers B, Taylor S, Elliott RA. Evaluation of a post-discharge pharmacist opioid review following total knee arthroplasty: a pre- and post-intervention cohort study. Int J Clin Pharm 2022; 44:1269-1276. [PMID: 35829822 PMCID: PMC9277971 DOI: 10.1007/s11096-022-01455-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/25/2022] [Indexed: 11/26/2022]
Abstract
Background More than 70% of patients continue to use opioid medications 3-weeks following total knee arthroplasty. Post-discharge pharmacist reviews improve medication management, however it’s effect on opioid usage is not known. Aim This study aimed to evaluate the impact of post-discharge pharmacist review on opioid use following a total knee arthroplasty. Method A pilot, cohort pre- and post-intervention study was undertaken on patients who had undergone a total knee arthroplasty and were supplied an opioid upon discharge from hospital. During the intervention, patients were contacted via telephone by a pharmacist approximately five days post-discharge to review analgesic usage, provide education and advice and communicate an opioid management plan to their general practitioner. The primary endpoint was the percentage of patients taking opioids 3-weeks post-discharge. Secondary endpoints included: percentage of patients obtaining an opioid refill; patient satisfaction with opioid supply and the pharmacist review. Results Pre- and post-intervention, 63 and 44 patients were included, respectively. The percentage of patients taking opioids 3-weeks post-discharge declined from 74.6 to 29.6% (p < 0.001) and the percentage requiring an opioid refill from their general practitioner declined from 71.4 to 36.4% (p < 0.001). More patients were satisfied with opioid supply during the intervention period (79.5% cf. 47.6%, p = 0.001). Twenty-eight (63.6%) patients could recall the post-discharge pharmacist review, and all were either satisfied or extremely satisfied with the review. Conclusion Pharmacist-delivered post-discharge analgesia review reduced the percentage of patients taking opioids 3-weeks post-discharge following a total knee arthroplasty. This intervention has the potential to provide a smoother transition of care for patients supplied with opioids at the time of hospital discharge.
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Affiliation(s)
- Tim Tran
- Pharmacy Department, Austin Health, Heidelberg, VIC, Australia.
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, VIC, Australia.
| | - James Ford
- Pharmacy Department, Austin Health, Heidelberg, VIC, Australia
| | - Andrew Hardidge
- Orthopaedic Surgery, Austin Health, Heidelberg, VIC, Australia
| | - Shari Antoine
- Health Independence Program, Austin Health, Heidelberg, VIC, Australia
| | - Beth Veevers
- Health Independence Program, Austin Health, Heidelberg, VIC, Australia
| | - Simone Taylor
- Pharmacy Department, Austin Health, Heidelberg, VIC, Australia
| | - Rohan A Elliott
- Pharmacy Department, Austin Health, Heidelberg, VIC, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, VIC, Australia
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Adewumi AD, Maravilla JC, Alati R, Hollingworth SA, Hu X, Loveday B, Connor J. Opioid medication prescribing in Queensland, 1997-2018: a population study. Med J Aust 2021; 215:137-138. [PMID: 34096073 DOI: 10.5694/mja2.51115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 04/09/2021] [Indexed: 11/17/2022]
Affiliation(s)
- Adeleke D Adewumi
- Maryborough Hospital, Maryborough, QLD.,The University of Queensland, Brisbane, QLD
| | - Joemer C Maravilla
- Institute for Social Science Research, University of Queensland, Brisbane, QLD
| | | | | | - Xuelei Hu
- The University of Queensland, Brisbane, QLD
| | - Bill Loveday
- Chief Medical Officer and Healthcare Regulation Branch, Queensland Health, Brisbane, QLD
| | - Jason Connor
- National Centre for Youth Substance Abuse Research, University of Queensland, Brisbane, QLD
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Overview of this issue: "Pain management in an opioid crisis". Int J Clin Pharm 2021; 43:309-312. [PMID: 33907962 DOI: 10.1007/s11096-021-01245-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/04/2021] [Indexed: 10/21/2022]
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Adewumi AD, Maravilla JC, Alati R, Hollingworth SA, Hu X, Loveday B, Connor JP. Pharmaceutical opioids utilisation by dose, formulation, and socioeconomic status in Queensland, Australia: a population study over 22 years. Int J Clin Pharm 2020; 43:328-339. [PMID: 32964404 DOI: 10.1007/s11096-020-01155-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/14/2020] [Indexed: 12/11/2022]
Abstract
Background Prescription opioids are a central aspect of pain management and as the prevalence of pain is increasing so is the rate of use of prescription opioids. Increased opioid prescriptions increases the risk of deaths and morbidity. Objective To (a) describe the 22-year trend of prescription opioid dispensing in Queensland, (b) examine the effect of opioid dose, formulation and socioeconomic status on the number of prescriptions dispensed. Design/setting Retrospective analysis of data from the Monitoring of Drugs of Dependence system of the Monitored Medicines Unit of Queensland Health, Australia. Participants Queensland residents (3.3 million) from 18 years old dispensed 18.8 million opioid prescriptions from January 1997 to December 2018. Results Opioid prescriptions dispensed annually increased to over two million in 2018 from about 150,000 prescriptions in 1997. The number of prescriptions for modified-release formulations dispensed annually was three times higher compared to the immediate-release formulations. Oxycodone accounted for over 60% of prescriptions for pharmaceutical opioids since 2013. There was an increase in the number of prescriptions dispensed as socioeconomic status decreased and modified-release opioid formulations positively affects the pattern of dispensing. The highest increase in number of prescriptions dispensed (for all opioids) was observed among the high socioeconomic status (IRR = 1.25, 95% CI 1.25, 1.26). The disparities in the annual number of prescriptions across dose categories are wider in the modified-release than the immediate-release formulations. Conclusion The dispensing of opioids increased significantly in Queensland. There was a positive relationship between the increased dispensing of opioids and locations of lower socioeconomic status.
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Affiliation(s)
- Adeleke D Adewumi
- Maryborough Hospital Pharmacy, Wide Bay Hospital and Health Service, 185 Walker Street, Maryborough, QLD, 4650, Australia. .,Discipline of Psychiatry, The University of Queensland, Herston, QLD, 4029, Australia. .,School of Clinical Medicine - Rural Clinical School, The University of Queensland, 2-4 Medical Place, Urraween, QLD, 4655, Australia.
| | - Joemer C Maravilla
- Institute for Social Science Research, The University of Queensland, 80 Meiers Rd, Indooroopilly, QLD, 4068, Australia
| | - Rosa Alati
- School of Public Health, Curtin University, Kent Street, Bentley Campus, Perth, WA, 6845, Australia
| | - Samantha A Hollingworth
- School of Pharmacy, The University of Queensland, 20 Cornwall St, Woolloongabba, QLD, 4102, Australia
| | - Xuelei Hu
- School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Bill Loveday
- Monitored Medicines Unit, Chief Medical Officer & Healthcare Regulation Branch, Department of Health, Brisbane, QLD, 4000, Australia
| | - Jason P Connor
- Discipline of Psychiatry, The University of Queensland, Herston, QLD, 4029, Australia.,Centre for Youth Substance Abuse Research, The University of Queensland, 17 Upland Road, St. Lucia, QLD, 4067, Australia
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