1
|
Baranoff JA, Clubb B, Coates JM, Elphinston RA, Loveday W, Connor JP. The contribution of pain catastrophizing, depression and anxiety symptoms among patients with persistent pain and opioid misuse behaviours. J Behav Med 2024; 47:342-347. [PMID: 37803191 DOI: 10.1007/s10865-023-00452-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 09/24/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Anxiety, depression and pain catastrophizing are independently associated with risk of opioid misuse in patients with persistent pain but their relationship to current opioid misuse, when considered together, is poorly understood. This study will assess the relative contribution of these modifiable, and distinct psychological constructs to current opioid misuse in patients with persistent pain. METHODS One hundred and twenty-seven patients referred to a specialized opioid management clinic for prescription opioid misuse within a tertiary pain service were recruited for this study. The Pain Catastrophizing Scale, Depression, Anxiety and Stress Scales and the Current Opioid Misuse Measure were administered pre-treatment. Pain severity and morphine equivalent dose based on independent registry data were also recorded. RESULTS Higher levels of pain catastrophizing, depression, and anxiety were significantly associated with higher current opioid misuse (r = .475, 0.599, and 0.516 respectively, p < .01). Pain severity was significantly associated with pain catastrophizing (r = .301, p < .01). Catastrophizing, depression, and anxiety explained an additional 11.56% of the variance (R2 change = 0.34, p < .01) over and above age, gender, pain severity and morphine equivalent dose. Depression was the only significant variable at Step 2 (β = 0.62, p < .01). CONCLUSION Findings show that in a sample of people with persistent pain referred for treatment for opioid misuse, depression contributes over and above that of anxiety and pain catastrophizing. Theoretical and clinical practice implications are presented.
Collapse
Affiliation(s)
- John A Baranoff
- School of Psychology, The University of Adelaide, Adelaide, Australia.
| | - Bryce Clubb
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- The Professor Tess Cramond Multidisciplinary Pain Centre, Royal Brisbane and Women's Hospital, Herston, Australia
| | - Jason M Coates
- National Centre for Youth Substance Use Research, The University of Queensland, Brisbane, Australia
| | - Rachel A Elphinston
- Recover Injury Research Centre, The University of Queensland, Brisbane, Australia
| | - William Loveday
- Monitored Medicines Unit, Queensland Department of Health, Chief Medical Officer and Healthcare Regulation, Brisbane, Australia
| | - Jason P Connor
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- National Centre for Youth Substance Use Research, The University of Queensland, Brisbane, Australia
| |
Collapse
|
2
|
Gliszczynski K, Hindmarsh A, Ellis S, Ling J, Anderson KN. Online education for safer opioid prescribing in hospitals-lessons learnt from the Opioid Use Change (OUCh) project. Postgrad Med J 2023; 99:32-36. [PMID: 36947421 DOI: 10.1093/postmj/qgac005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 09/19/2022] [Accepted: 10/01/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND Opioids are often required for acute inpatient pain relief but lack of knowledge about common and less common long-term side effects can lead to inappropriate discharge prescribing. There are few validated educational tools available for junior prescribers on hospital wards. Education around opioid prescribing and deprescribing remains limited in the undergraduate curriculum and yet almost all controlled drug prescribing in hospitals is done by junior doctors. METHODS A 5-minute video was developed with iterative feedback from medical students, junior prescribers, pain specialists, primary care educational leads, and a patient who had developed opioid addiction after hospital prescribing. It explained the need for clear stop dates on discharge summaries and the range of opioid side effects. It also highlighted the hospital admission as an opportunity to reduce inappropriate high-dose opioids. A short knowledge-based quiz before and after viewing the video was used to evaluate the impact on and change in knowledge and confidence around opioid prescribing. This tool was designed to be used entirely online to allow delivery within existing mandatory training. RESULTS Feedback was positive and showed that knowledge of side effects significantly increased but also contacts with ward pharmacists and the acute pain team increased. Junior doctors highlighted that the undergraduate curriculum did little to prepare them for prescription addiction and that pharmacy and senior support was needed to support any changes in longer-term, high-dose opioids. CONCLUSIONS This short educational video improved knowledge of safe opioid prescribing and could be incorporated within wider opioid education in UK healthcare.
Collapse
Affiliation(s)
| | - Alice Hindmarsh
- Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, NE1 4LP, UK
| | - Samantha Ellis
- Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, NE1 4LP, UK
| | - Johnathan Ling
- Faculty of Health Sciences and Wellbeing, University of Sunderland, Sunderland, SR1 3SD, UK
| | - Kirstie N Anderson
- Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, NE1 4LP, UK
| |
Collapse
|
3
|
Hopkins RE, Bui T, Konstantatos AH, Arnold C, Magliano DJ, Liew D, Dooley MJ. Educating junior doctors and pharmacists to reduce discharge prescribing of opioids for surgical patients: a cluster randomised controlled trial. Med J Aust 2020; 213:417-423. [DOI: 10.5694/mja2.50812] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 05/05/2020] [Indexed: 01/25/2023]
Affiliation(s)
- Ria E Hopkins
- Alfred Health Melbourne VIC
- Centre for Medicine Use and Safety Monash University Melbourne VIC
| | | | | | - Carolyn Arnold
- Alfred Health Melbourne VIC
- Central Clinical School Monash University Melbourne VIC
| | - Dianna J Magliano
- Baker IDI Heart and Diabetes Institute Melbourne VIC
- School of Public Health and Preventive Medicine Monash University Melbourne VIC
| | - Danny Liew
- School of Public Health and Preventive Medicine Monash University Melbourne VIC
| | - Michael J Dooley
- Alfred Health Melbourne VIC
- Centre for Medicine Use and Safety Monash University Melbourne VIC
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Adewumi AD, Maravilla JC, Alati R, Hollingworth SA, Hu X, Loveday B, Connor JP. Multiple opioid prescribers: A genuine quest for treatment rather than aberrant behaviour. A two-decade population-based study. Addict Behav 2020; 108:106458. [PMID: 32416363 DOI: 10.1016/j.addbeh.2020.106458] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 03/23/2020] [Accepted: 04/26/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Accessing multiple prescribers for opioid prescription, referred to as doctor-shopping, is associated with an increased risk of opioid overdose and fatalities. AIM The primary aim of this study was to assess the probability of accessing multiple prescribers among patients dispensed prescription opioids. METHOD A retrospective population-based study using the Monitoring of Drugs of Dependence system of the Medicines Monitoring Unit (MMU) of Queensland Health, Australia. We assessed the odds of accessing multiple prescribers across both -short-term (≤1 month, 2-3 months) and longer-term (4-6 months and ≥7 months). We examined the relationship between multiple doctor visits, the dispensed dose of opioid and patient's residential socioeconomic status (SES). RESULT Compared to those dispensed opioid prescriptions for ≥7-12 months, those dispensed opioids for ≤1 month were more likely to have visited ≥3 prescribers (adjusted odds ratio (aOR)) 4.06, 95% CI 4.01, 4.10, while for 2-3 months and 4-6 months the odds were aOR 2.36, 95% CI 2.33, 2.39 and aOR 1.79, 95% CI 1.74, 1.79 respectively. Patients dispensed opioid doses of ≥100 oral morphine milligram equivalent per day (MME/day) were more likely to obtain prescriptions from ≥3 prescribers compare to those receiving a dose of <20MME/day (aOR 1.90; 95% CI 1.87, 1.94). The probability of obtaining opioid prescriptions from multiple prescribers increased as the socioeconomic status decreased: aOR 1.41; 95% CI 1.38, 1.44 for lowest SES compared to the highest SES. CONCLUSION Patients were more than four time likely to be dispensed opioid prescriptions from multiple prescribers within the first 30 days of initiating opioid treatment, possibly as part of multidisciplinary referral post-hospital discharge. High dose opioid and low SES was associated with higher probability of accessing multiple prescribers.
Collapse
|
6
|
Adewumi AD, Maravilla JC, Alati R, Hollingworth SA, Hu X, Loveday B, Connor JP. Duration of opioid use and association with socioeconomic status, daily dose and formulation: a two-decade population study in Queensland, Australia. Int J Clin Pharm 2020; 43:340-350. [PMID: 32556897 DOI: 10.1007/s11096-020-01079-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 06/04/2020] [Indexed: 01/25/2023]
Abstract
Background There is an association between the duration of prescription opioids use and an increased risk of serious harm, often unintentional. Objective (1) Describe the trends in duration of prescription opioids dispensing and, (2) determine the risk of long-term use (≥4 months) based on patients' socioeconomic status, daily dose in oral daily morphine milligram equivalent, and opioid formulation. Setting Residents of Queensland (2,827,727), Australia from the age 18 years and who were dispensed pharmaceutical opioids from 1 January 1997 to 31 December 2018. Method Retrospective, longitudinal population-based analysis using data obtained from the Monitoring of Drugs of Dependence system of the Monitored Medicines Unit of Queensland Health. Main outcome measure Contribution of socioeconomic status, and daily dose and opioid formulation (modified-release or immediate-release) to the risk of long-term opioid use. Results There was little difference between the number of patients dispensed opioids for ≥4 months and ≤3 months between 1997 and 2011. Thereafter, the number for those using opioids long-term increased. The highest risk of having opioids dispensed for ≥4 months were for patients in the lowest level of socioeconomic status (adjusted odds ratio 1.36; 95% CI, 1.34, 1.38), compared to people in the highest socioeconomic status areas, followed by the low-socioeconomic status areas, mid-socioeconomic status areas, and high-socioeconomic status areas respectively. The risk of being dispensed prescription opioids for ≥4 months significantly increased as the dose increased: adjusted odds ratio 1.73; 95% CI, 1.71, 1.75, adjusted odds ratio 1.89; 95% CI, 1.87, 1.92, and adjusted odds ratio 3.63; 95% CI, 3.58, 3.69 for the ≥20 to <50 oral daily morphine milligram equivalent, ≥50 to <100 oral daily morphine milligram equivalent and ≥100 oral daily morphine milligram equivalent dose categories, respectively. Conclusion Higher doses and living in a low socioeconomic status areas were associated with increased risk of long-term dispensing of opioid prescriptions.
Collapse
Affiliation(s)
- Adeleke D Adewumi
- Maryborough Hospital Pharmacy, Wide Bay Hospital and Health Service, 185 Walker Street Maryborough 4650, Herston, QLD, 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 and 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
| |
Collapse
|
7
|
Hu X, Gallagher M, Loveday W, Dev A, Connor JP. Network Analysis and Visualisation of Opioid Prescribing Data. IEEE J Biomed Health Inform 2020; 24:1447-1455. [DOI: 10.1109/jbhi.2019.2939028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|