1
|
Di Donato MF, Mathieson S, Ferreira GE, Xia T, Tefera YG, Abdel Shaheed C, Maher C, Collie A. Trends in opioid dispensing to injured workers following codeine scheduling changes in Australia: a retrospective cohort study. BMJ Open 2025; 15:e092651. [PMID: 40074256 PMCID: PMC11904360 DOI: 10.1136/bmjopen-2024-092651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2025] Open
Abstract
OBJECTIVES To describe the prevalence and patterns of opioid analgesic and pain medicine dispenses, and the impact of up-scheduling of low-dose (≤15 mg) codeine-containing products to Australians with accepted workers' compensation time loss claims for musculoskeletal conditions between 2010 and 2019. DESIGN Interrupted time series. SETTING Workers' compensation scheme in Victoria, Australia. POPULATION Australians with accepted workers' compensation time loss claims for musculoskeletal conditions between 2010 and 2019. MAIN OUTCOME MEASURES Number and proportion of workers dispensed pain medicines in the first year of claim and the monthly number, percentage of pain medicine dispenses and mean morphine equivalent dispense dose. RESULTS Nearly one-third (28.4%, n=22 807) of our sample of 80 324 workers were dispensed any opioid in the first year since the workers' compensation insurer received their claim. There were no significant step or trend changes in the number or percentage of pain medicines dispensed of up-scheduled low-dose codeine. Only 2.9% of workers were ever dispensed up-scheduled low-dose codeine, specifically 2.5% after up-scheduling (1 February 2018). After up-scheduling of low-dose codeine, workers were more likely to be dispensed opioids (excluding codeine) (prevalence ratio (PR) 1.21, 99% CI 1.13, 1.31) or other pain medicines (eg, pregabalin, paracetamol) (PR 1.11, 99% CI 1.03, 1.19) compared with the year prior. There was a significant 28.5% (99% CI 16.3, 41.9) step increase (ie, increase immediately after up-scheduling) in high-dose (>15 mg) codeine with a significant trend decrease (-1.3%, 99% CI -2.5, -0.2). CONCLUSION Up-scheduling low-dose codeine to prescription-only medicines did not significantly change the dispensing of low-dose codeine-containing products to workers with accepted workers' compensation time loss claims for musculoskeletal conditions.
Collapse
Affiliation(s)
- Michael F Di Donato
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Stephanie Mathieson
- Sydney Musculoskeletal Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Giovanni E Ferreira
- Sydney Musculoskeletal Health, The University of Sydney, Sydney, New South Wales, Australia
- Institute for Musculoskeletal Health, Sydney Local Health District, Camperdown, New South Wales, Australia
| | - Ting Xia
- Monash Addiction Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Yonas Getaye Tefera
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Christina Abdel Shaheed
- Sydney Musculoskeletal Health, The University of Sydney, Sydney, New South Wales, Australia
- Institute for Musculoskeletal Health, Sydney Local Health District, Camperdown, New South Wales, Australia
| | - Christopher Maher
- Sydney Musculoskeletal Health, The University of Sydney, Sydney, New South Wales, Australia
- Institute for Musculoskeletal Health, Sydney Local Health District, Camperdown, New South Wales, Australia
| | - Alex Collie
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| |
Collapse
|
2
|
Liu LJ, Peng HL, Liang WP, Lin EMH. Pain Resilience and Coping Behaviors in Individuals in a Collectivist Social Context. Healthcare (Basel) 2024; 12:1979. [PMID: 39408159 PMCID: PMC11477074 DOI: 10.3390/healthcare12191979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 09/25/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND/OBJECTIVES Pain resilience (PR) may be associated with different coping skills, resulting in differences in pain outcomes. This study aimed to understand the role of PR in dictating the choice of coping methods. METHODS This study completed a preliminary validation of the Mandarin Chinese version of the Pain Resilience Scale (PRS-C) with online survey data (n = 46). Further, we conducted interviews with individuals with chronic low back pain (n = 24). RESULTS The PRS-C psychometric properties were assessed using a confirmatory factor analysis. The interviews explored pain history, treatment experiences, and coping strategies and were analyzed thematically. The validated PRS-C (10 items) demonstrated satisfactory psychometric properties. The interview results showed that participants who scored lower were more likely to adopt disengagement rather than engagement coping strategies. Qualitative data revealed three themes explaining why and how participants in this collectivist social framework chose their coping methods. CONCLUSIONS The findings suggest that while participants tried to understand their pain and treatment experiences, the cognitive appraisal construct in PR influenced some of the coping experiences. However, deeply influenced by Confucianism and Buddhism, participants also expressed factors beyond the scope of individual fortitudes, such as the relationship with a higher power that significantly influenced their coping behaviors.
Collapse
Affiliation(s)
- Ling-Jun Liu
- Department of Anesthesiology, Changhua Christian Hospital, Changhua 500, Taiwan;
- Department of Statistics, Tunghai University, Taichung 40704, Taiwan
| | - Hsiu-Ling Peng
- Department of Psychology, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Wan-Ping Liang
- Department of Pastoral Care, Changhua Christian Hospital, Changhua 500, Taiwan
| | | |
Collapse
|
3
|
Beales D, Mitchell T, Seneque D, Chang SY, Cheng TH, Quek Y, Ranford S. Exploration of the Usual Care Pathway for Rotator Cuff Related Shoulder Pain in the Western Australian Workers' Compensation System. JOURNAL OF OCCUPATIONAL REHABILITATION 2023; 33:506-517. [PMID: 36520348 DOI: 10.1007/s10926-022-10088-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/23/2022] [Indexed: 06/17/2023]
Abstract
PURPOSE Investigate components of care for rotator cuff related shoulder pain in workers' compensation in relation to claim outcomes (claim duration, total medical spend, total claim cost, return to work outcome). METHODS Engagement with (had care, time to care) four components of care (prescribed exercise, imaging, injections, surgery) were obtained from auditing 189 closed workers' compensation files. Associations were analysed between components of care and claim outcomes. RESULTS 80% received prescribed exercise, 81% imaging, 42% injection and 35% surgery. Median time to imaging (11 days) was shorter than the prescribed exercise (27 days), with injection at 38 days and surgery 118.5 days. With univariable regression analysis higher age, the involvement of legal representation and the presence of rotator cuff pathology from diagnostic imaging (partial thickness tear or full thickness tear) were all associated with increased claim duration, total medical spend, total claim cost and less successful return to work outcomes. After adjusting for these three associations, having an injection or surgery were both positively associated with longer claim duration and greater medical spend, and surgery with greater total claim costs. In general, longer time to receiving components of care was associated with increased claim duration and reduced odds of returning to full duties at work. CONCLUSION Early management was not consistent with clinical guidelines for managing workers' compensation rotator cuff related shoulder pain. This may negatively affect claims outcomes.
Collapse
Affiliation(s)
- Darren Beales
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia.
- Pain Options, Ground Floor, 7 Hardy Street, South Perth, WA, 6151, Australia.
| | - Tim Mitchell
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia
- Pain Options, Ground Floor, 7 Hardy Street, South Perth, WA, 6151, Australia
| | - David Seneque
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia
| | - Shin Yin Chang
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia
| | - Tak Ho Cheng
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia
| | - YiHui Quek
- Curtin enAble Institute and Curtin School of Allied Health, Curtin University, GPO Box U1987, Perth, WA, 6845, Australia
| | - Stephen Ranford
- Pain Options, Ground Floor, 7 Hardy Street, South Perth, WA, 6151, Australia
| |
Collapse
|
4
|
Di Donato M, Sheehan LR, Gray S, Iles R, van Vreden C, Collie A. Development and initial application of a harmonised multi-jurisdiction work injury compensation database. Digit Health 2023; 9:20552076231176695. [PMID: 37312940 PMCID: PMC10259130 DOI: 10.1177/20552076231176695] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 05/02/2023] [Indexed: 06/15/2023] Open
Abstract
Objectives Workers' compensation schemes provide funding for wage replacement and healthcare for injured and ill workers. In Australia, workers' compensation schemes operate independently in different jurisdictions, making comparisons of health service use challenging. We sought to develop and deploy a new database of health service and income support data, harmonising data from multiple Australian workers' compensation jurisdictions. Methods We worked with workers' compensation authorities from six Australian jurisdictions to combine claims, healthcare, medicines and wage replacement data for a sample of compensated workers with claims for musculoskeletal conditions. We designed a structured relational database and developed a bespoke health services coding scheme to harmonise data across jurisdictions. Results The Multi-Jurisdiction Workers' Compensation Database contains four data sets: claims, services, medicines and wage replacement. The claims data set contains 158,946 claims for low back pain (49.6%), limb fracture (23.8%) and non-specific limb conditions (26.7%). The services data set contains a total of 4.2 million cleaned and harmonised services including doctors (29.9%), physical therapists (56.3%), psychological therapists (2.8%), diagnostic procedures (5.5%) and examinations and assessments (5.6%). The medicines data set contains 524,380 medicine dispenses, with 208,504 (39.8%) dispenses for opioid analgesics. Conclusions The development of this database presents potential opportunities to gain a greater understanding of health service use in the Australian workers' compensation sector, to measure the impact of policy change on health services and to provide a method for further data harmonisation. Future efforts could seek to conduct linkage with other data sources.
Collapse
Affiliation(s)
- Michael Di Donato
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Luke R. Sheehan
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Shannon Gray
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ross Iles
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Caryn van Vreden
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Alex Collie
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| |
Collapse
|
5
|
Di Donato M, Xia T, Iles R, Buchbinder R, Collie A. Patterns of opioid dispensing and associated wage replacement duration in workers with accepted claims for low back pain: a retrospective cohort study. Pain 2022; 163:e942-e952. [PMID: 34799531 DOI: 10.1097/j.pain.0000000000002539] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 11/08/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT This study aimed to identify patterns of opioid dispensing in Australian workers with low back pain (LBP) and determine the association of dispensing patterns with wage replacement duration. Australian workers' compensation claimants with LBP and at least 1 day of wage replacement were included. We used group-based trajectory modelling to identify opioid dispensing patterns over a two-and-a-half-year period from reported LBP onset and quantile regression to compare wage replacement duration between each dispensing pattern group. Opioids were dispensed to one-third of workers with LBP (N = 3205, 33.3%) at least once during their claim. Three dispensing patterns were identified. Most had a short-term low-volume opioid dispensing pattern (N = 2166, 67.6%), whereas 798 (24.9%) had a long-term moderate-volume pattern and 241 (7.5%) had a long-term high-volume pattern. Workers with dispensed opioids had significantly longer wage replacement duration than those without dispensed opioids (median [weeks]: 63.6 vs 7.1, respectively). In addition, moderate-volume and high-volume long-term dispensing groups had significantly longer wage replacement duration compared with the short-term dispensing group (median [weeks]: 126.9, 126.0, and 30.7, respectively). Without controlling for pain severity, these results offer limited evidence that opioids lead to longer wage replacement duration. Further research controlling for pain severity, psychosocial factors, and recovery expectations is required to confirm whether the relationship between opioid dispensing pattern and wage replacement duration is causal in nature.
Collapse
Affiliation(s)
- Michael Di Donato
- Insurance Work and Health Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ting Xia
- Insurance Work and Health Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ross Iles
- Insurance Work and Health Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Rachelle Buchbinder
- Monash Department of Clinical Epidemiology, Cabrini Institute and Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Malvern, Victoria, Australia
| | - Alex Collie
- Insurance Work and Health Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| |
Collapse
|