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Quinn PD, Mazurenko O, Meraz R, Chang Z, Pujol TA, Hirsh AT, Sjölander A, Kroenke K, D’Onofrio BM. Varying definitions of long-term opioid therapy: examining prevalence, prescription patterns, and substance-related adverse outcomes. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:687-689. [PMID: 38902945 PMCID: PMC11532629 DOI: 10.1093/pm/pnae051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/16/2024] [Accepted: 06/13/2024] [Indexed: 06/22/2024]
Affiliation(s)
- Patrick D Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN 47405, United States
| | - Olena Mazurenko
- Department of Health Policy and Management, Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, IN 46202, United States
| | - Richard Meraz
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405, United States
| | - Zheng Chang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Toyya A Pujol
- RAND Corporation, Arlington, VA 22202, United States
| | - Adam T Hirsh
- Department of Psychology, Indiana University, Indianapolis, IN 46202, United States
| | - Arvid Sjölander
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Kurt Kroenke
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, United States
- Regenstrief Institute, Indianapolis, IN 46202, United States
| | - Brian M D’Onofrio
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405, United States
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77 Stockholm, Sweden
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Sant AM, Portelli S, Ballard C, Bezzina-Xuereb M, Scerri C, Sultana J. Prevalence of Opioid Use in Nursing Homes Over the Last Decade: A Systematic Literature Review. J Pharm Technol 2024; 40:123-133. [PMID: 38784025 PMCID: PMC11110733 DOI: 10.1177/87551225231217903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024] Open
Abstract
Background: Despite global concerns of an opioid epidemic, there is no systematic literature review on how frequently these drugs are used in nursing home (NH) populations, including those living with dementia. Objective: This systematic review aims to describe the prevalence and incidence of opioid use in NHs. A secondary objective is to describe the use of these drugs in a subset of NH residents, namely among persons living with dementia. Methods: A systematic literature review was carried out using MEDLINE and Scopus (PROSPERO registration number CRD42021254210). Screening of title and abstract was carried out by 2 persons independently for studies published between January 1, 2011 and May 19, 2021. The main outcomes were annual prevalence, period prevalence, and duration of opioid use. Results: From a total of 178 identified studies, 29 were considered eligible for inclusion. The annual prevalence of any opioid use among all NH residents without any selection criteria ranged from 6.3% to 50% with a median annual prevalence of 22.9% (Q25-Q75: 19.5%-30.2%), based on 17 studies. Five studies measured the annual prevalence in NH residents living with dementia, finding that this ranged from 10% to 39.6%. Conclusions: More evidence is needed quantifying opioid use in NH, especially among persons living with dementia. Given that opioid use in NH is still a problem, implementation of a pain management protocol in NH or nationally would help improve clinical outcomes.
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Affiliation(s)
| | | | - Clive Ballard
- Exeter College of Medicine and Health, University of Exeter, Exeter, UK
| | | | - Charles Scerri
- Department of Pathology, The University of Malta, Msida, Malta
| | - Janet Sultana
- Pharmacy Directorate, Mater Dei Hospital, Msida, Malta
- Exeter College of Medicine and Health, University of Exeter, Exeter, UK
- Department of Clinical Pharmacology and Therapeutics, The University of Malta, Msida, Malta
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Sutton KF, Cabell GH, Ashley LW, Lentz TA, Lewis BD, Olson SA, Mather RC. Does psychological distress predict risk of orthopaedic surgery and postoperative opioid prescribing in patients with hip pain? A retrospective study. BMC Musculoskelet Disord 2024; 25:304. [PMID: 38643071 PMCID: PMC11031887 DOI: 10.1186/s12891-024-07418-w] [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] [Received: 12/07/2023] [Accepted: 04/05/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Clinicians and public health professionals have allocated resources to curb opioid over-prescription and address psychological needs among patients with musculoskeletal pain. However, associations between psychological distress, risk of surgery, and opioid prescribing among those with hip pathologies remain unclear. METHODS Using a retrospective cohort study design, we identified patients that were evaluated for hip pain from January 13, 2020 to October 27, 2021. Patients' surgical histories and postoperative opioid prescriptions were extracted via chart review. Risk of hip surgery within one year of evaluation was analyzed using multivariable logistic regression. Multivariable linear regression was employed to predict average morphine milligram equivalents (MME) per day of opioid prescriptions within the first 30 days after surgery. Candidate predictors included age, gender, race, ethnicity, employment, insurance type, hip function and quality of life on the International Hip Outcome Tool (iHOT-12), and psychological distress phenotype using the OSPRO Yellow Flag (OSPRO-YF) Assessment Tool. RESULTS Of the 672 patients, n = 350 (52.1%) underwent orthopaedic surgery for hip pain. In multivariable analysis, younger patients, those with TRICARE/other government insurance, and those with a high psychological distress phenotype had higher odds of surgery. After adding iHOT-12 scores, younger patients and lower iHOT-12 scores were associated with higher odds of surgery, while Black/African American patients had lower odds of surgery. In multivariable analysis of average MME, patients with periacetabular osteotomy (PAO) received opioid prescriptions with significantly higher average MME than those with other procedures, and surgery type was the only significant predictor. Post-hoc analysis excluding PAO found higher average MME for patients undergoing hip arthroscopy (compared to arthroplasty or other non-PAO procedures) and significantly lower average MME for patients with public insurance (Medicare/Medicaid) compared to those with private insurance. Among those only undergoing arthroscopy, older age and having public insurance were associated with opioid prescriptions with lower average MME. Neither iHOT-12 scores nor OSPRO-YF phenotype assignment were significant predictors of postoperative mean MME. CONCLUSIONS Psychological distress characteristics are modifiable targets for rehabilitation programs, but their use as prognostic factors for risk of orthopaedic surgery and opioid prescribing in patients with hip pain appears limited when considered alongside other commonly collected clinical information such as age, insurance, type of surgery pursued, and iHOT-12 scores.
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Affiliation(s)
- Kent F Sutton
- Duke University School of Medicine, Duke University Medical Center, Durham, NC, USA.
| | - Grant H Cabell
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Lucas W Ashley
- Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Trevor A Lentz
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Brian D Lewis
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Steven A Olson
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Richard C Mather
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
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Calabrese MJ, Shaya FT, Palumbo F, McPherson ML, Villalonga-Olives E, Zafari Z, Mutter R. State-level policies and receipt of CDC-informed opioid thresholds among commercially insured new chronic opioid users. J Opioid Manag 2024; 20:149-168. [PMID: 38700395 DOI: 10.5055/jom.0824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
OBJECTIVES To evaluate the association of state-level policies on receipt of opioid regimens informed by Centers for Disease Control and Prevention (CDC) morphine milligram equivalent (MME)/day recommendations. DESIGN A retrospective cohort study of new chronic opioid users (NCOUs). SETTING Commercially insured plans across the United States using IQVIA PharMetrics® Plus for Academics database with new chronic use between January 2014 and March 2015. PARTICIPANTS NCOUs with ≥60-day coverage of opioids within a 90-day period with ≥30-day opioid-free period prior to the date of the first qualifying opioid prescription. INTERVENTIONS State-level policies including Prescription Drug Monitoring Program (PDMP) robustness and cannabis policies involving the presence of medical dispensaries and state-wide decriminalization. MAIN OUTCOME MEASURES NCOUs were placed in three-tiered risk-based average MME/day thresholds: low (>0 to <50), medium (≥50 to <90), and high (≥90). Multinomial logistic regression was used to estimate the association of state-level policies with the thresholds while adjusting for relevant patient-specific factors. RESULTS NCOUs in states with medium or high PDMP robustness had lower odds of receiving medium (adjusted odds ratio [AOR] 0.74; 95 percent confidence interval [CI]: 0.62-0.69) and high (AOR 0.74; 95 percent CI: 0.59-0.92) thresholds. With respect to cannabis policies, NCOUs in states with medical cannabis dispensaries had lower odds of receiving high (AOR 0.75; 95 percent CI: 0.60-0.93) thresholds, while cannabis decriminalization had higher odds of receiving high (AOR 1.24; 95 percent CI: 1.04-1.49) thresholds. CONCLUSION States with highly robust PDMPs and medical cannabis dispensaries had lower odds of receiving higher opioid thresholds, while cannabis decriminalization correlated with higher odds of receiving high opioid thresholds.
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Affiliation(s)
- Martin J Calabrese
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy; Center for Medicare, Centers for Medicare & Medicaid Services, Baltimore, Maryland. ORCID: https://orcid.org/0000-0003-4304-396X
| | - Fadia T Shaya
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Francis Palumbo
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Mary Lynn McPherson
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ester Villalonga-Olives
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Zafar Zafari
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ryan Mutter
- Congressional Budget Office, Health Analysis Division, Washington, DC
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Calabrese MJ, Shaya FT, Palumbo F, McPherson ML, Villalonga-Olives E, Zafari Z, Mutter R. Short-term healthcare resource utilization associated with receipt of CDC-informed opioid thresholds among commercially insured new chronic opioid users. J Opioid Manag 2024; 20:31-50. [PMID: 38533714 DOI: 10.5055/jom.0848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
OBJECTIVE To evaluate the impact of recent changes to the Centers for Disease Control and Prevention (CDC) morphine milligram equivalent (MME)/day threshold recommendations on healthcare utilization. DESIGN A retrospective cohort study of new chronic opioid users (NCOUs). SETTING Commercially insured plans across the United States using IQVIA PharMetrics® Plus for Academics database with new use between January 2014 and March 2015. PATIENTS NCOUs with ≥60-day coverage of opioids within a 90-day period with ≥30-day opioid-free period prior to the date of the first qualifying opioid -prescription. INTERVENTIONS NCOU categorized by the CDC three-tiered risk-based average MME/day thresholds: low (>0 to <50), medium (≥50 to <90), and high (≥90). MAIN OUTCOME MEASURES Multivariable logistic regression was used to calculate adjusted odds of incurring an acute care encounter (ACE) (all-cause and opioid-related) between the thresholds (adjusted odds, 95 percent confidence interval). RESULTS In adjusted analyses, when compared to low threshold, there was no difference in the odds of all-cause ACE across the medium (1.01, 0.94-1.28) and high (1.01, 0.84-1.22) thresholds. When compared to low threshold, a statistically insignificant increase was observed when evaluating opioid-related ACE among medium (1.86, 0.86-4.02) and high (1.51, 0.65-3.52) thresholds. CONCLUSIONS There was no difference in odds of an all-cause or opioid-related ACE associated with the thresholds. Early-intervention programs and policies exploring reduction of MME/day among NCOUs may not result in short-term reduction in all-cause or opioid-related ACEs. Further assessment of potential long-term reduction in ACEs among this cohort may be insightful.
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Affiliation(s)
- Martin J Calabrese
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy; Center for Medicare, Centers for Medicare & Medicaid Services, Baltimore, Maryland. ORCID: https://orcid.org/0000-0003-4304-396X
| | - Fadia T Shaya
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Francis Palumbo
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Mary Lynn McPherson
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ester Villalonga-Olives
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Zafar Zafari
- Department of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore School of Pharmacy, Baltimore, Maryland
| | - Ryan Mutter
- Congressional Budget Office, Health Analysis Division, Washington, DC
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Schultz MJ, Licciardone JC. The effect of long-term opioid use on back-specific disability and health-related quality of life in patients with chronic low back pain. J Osteopath Med 2022; 122:469-479. [PMID: 35950241 DOI: 10.1515/jom-2021-0172] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 04/18/2022] [Indexed: 11/15/2022]
Abstract
CONTEXT Opioids are commonly utilized for the treatment of chronic pain. However, research regarding the long-term (≥12 months) outcomes of opioid therapy remains sparse. OBJECTIVES This study aims to evaluate the effects of long-term opioid therapy on measures of back-specific disability and health-related quality of life in patients with chronic low back pain. METHODS In this retrospective cohort study, patients with chronic low back pain who reported consistent opioid use or abstinence for at least 12 months while enrolled in the Pain Registry for Epidemiological, Clinical, and Interventional Studies and Innovation Pain Research Registry were classified as long-term opioid users or nonusers, respectively. For comparison, intermediate-term and short-term opioid users and nonusers were also identified. Multiple linear regression analysis was performed to compare back-specific disability (Roland-Morris Disability Questionnaire [RMDQ]) and health-related quality of life (29-item Patient-Reported Outcomes Measurement Information System [PROMIS]) between opioid users and nonusers while controlling for pain intensity, depression, age, body mass index (BMI), and eight common comorbid conditions (herniated disc, sciatica, osteoporosis, osteoarthritis, heart disease, hypertension, diabetes, and asthma). Statistically significant findings were assessed for clinical relevance. RESULTS There were 96 long-term opioid users and 204 long-term opioid nonusers. After controlling for potential confounders, long-term opioid use was a predictor of worse back-specific disability (adjusted mean difference=2.85, p<0.001), physical function (adjusted mean difference=-2.90, p=0.001), fatigue (adjusted mean difference=4.32, p=0.001), participation in social roles (adjusted mean difference=-4.10, p<0.001), and pain interference (adjusted mean difference=3.88, p<0.001) outcomes. Intermediate-term opioid use was a predictor of worse back-specific disability (adjusted mean difference=2.41, p<0.001), physical function (adjusted mean difference=-2.26, p=0.003), fatigue (adjusted mean difference=3.70, p=0.002), and sleep disturbance outcomes (adjusted mean difference=3.03, p=0.004), whereas short-term opioid use was a predictor of worse back-specific disability (adjusted mean difference=2.42, p<0.001) and physical function outcomes (adjusted mean difference=-1.90, p<0.001). CONCLUSIONS The findings of this study are largely consistent with existing literature regarding the outcomes of long-term opioid therapy. Taken in conjunction with the well-established risks of opioid medications, these findings draw into question the utility of long-term opioid therapy for chronic low back pain.
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Affiliation(s)
- Matthew J Schultz
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - John C Licciardone
- Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, TX, USA
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DiPrete BL, Ranapurwala SI, Maierhofer CN, Fulcher N, Chelminski PR, Ringwalt CL, Ives TJ, Dasgupta N, Go VF, Pence BW. Association of Opioid Dose Reduction With Opioid Overdose and Opioid Use Disorder Among Patients Receiving High-Dose, Long-term Opioid Therapy in North Carolina. JAMA Netw Open 2022; 5:e229191. [PMID: 35476064 PMCID: PMC9047650 DOI: 10.1001/jamanetworkopen.2022.9191] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/09/2022] [Indexed: 12/20/2022] Open
Abstract
Importance Rapid reduction or discontinuation of long-term opioid therapy may increase risk of opioid overdose or opioid use disorder (OUD). Current guidelines for chronic pain management caution against rapid dose reduction but are based on limited evidence. Objective To characterize the association between rapid reduction or abrupt discontinuation of opioid therapy (vs maintained or gradual reduction) and incidence of opioid overdose and OUD among patients prescribed high-dose, long-term opioid therapy (HDLTOT). Design, Setting, and Participants This retrospective cohort study was conducted among patients aged 18 to 64 years who were prescribed HDLTOT (≥90 daily morphine milligram equivalents for ≥90% of 90 days) from January 2006 to September 2018, with follow-up up to 4 years after cohort entry. Claims data were drawn from a large private health insurer in North Carolina and analyzed from March 1, 2006, to September 30, 2018. Exposures Time-varying exposure of rapid dose reduction or discontinuation (>10% dose reduction/week) vs maintenance, increase, or gradual reduction or discontinuation. Main Outcomes and Measures The main outcome was incident opioid overdose (fatal or nonfatal) or diagnosed OUD. Inverse probability-weighted cumulative incidence of outcomes were estimated using the cumulative incidence function and hazard ratios (HRs) using marginal structural Fine-Gray models as a function of rapid dose tapering or discontinuation (vs gradual reduction or discontinuation or maintained or increased), accounting for competing risks. Results A total of 19 443 patients (median [IQR] age, 49 [41-55] years; 10 073 [51.8%] men) who received HDLTOT were identified. Rapid reduction or discontinuation was associated with higher risk of fatal and nonfatal overdoses compared with gradual reduction after the first year (year 1: HR, 1.43; 95% CI, 0.94-2.18; years 2-4: HR, 1.95; 95% CI, 1.31-2.90). There was no association between rapid reduction or discontinuation and diagnosed OUD through 2 years of follow-up; however, the hazard of incident OUD among patients exposed to rapid tapering or discontinuation was greater 25 to 48 months after the start of follow-up (HR, 1.28; 95% CI, 1.01-1.63). Conclusions and Relevance In this cohort study, rapid dose reduction or discontinuation was associated with increased risk of opioid overdose and OUD during long-term follow-up. These findings reinforce prior concerns about safety of rapid dose reductions for patients receiving HDLTOT and highlight the need for caution when reducing opioid doses.
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Affiliation(s)
- Bethany L. DiPrete
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Shabbar I. Ranapurwala
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Courtney N. Maierhofer
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
| | - Naoko Fulcher
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Paul R. Chelminski
- School of Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
| | - Christopher L. Ringwalt
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
- Gillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill
| | - Timothy J. Ives
- School of Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
- Eshelman School of Pharmacy, Division of Practice Advancement and Clinical Education, University of North Carolina at Chapel Hill, Chapel Hill
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Vivian F. Go
- Gillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill
| | - Brian W. Pence
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
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Hamina A, Hjellvik V, Handal M, Odsbu I, Clausen T, Skurtveit S. Describing long-term opioid use utilizing Nordic Prescription Registers - A Norwegian example. Basic Clin Pharmacol Toxicol 2022; 130:481-491. [PMID: 35037407 DOI: 10.1111/bcpt.13706] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/13/2021] [Accepted: 01/11/2022] [Indexed: 11/28/2022]
Abstract
Previous studies have defined long-term opioid use in varying ways, decreasing comparability, reproducibility, and clinical applicability of the research. Based on recommendations from recent systematic reviews, we aimed to develop a methodology to estimate the prevalence of use persisting more than three months utilizing one of the Nordic prescription registers. We used the Norwegian Prescription Register (NorPD) to extract data on all opioid dispensations between 1 January 2004 and 31 October 2019. New users of opioids (washout 365 days) were defined as long-term users if they fulfilled two criteria: 1) they had ≥2 dispensations of opioids, 91-180 days apart; 2) days 0-90 included ≥90 dispensed administration units (e.g., tablets) of opioids. Overall, there were 2,543,224 new users of opioids during the study period. Of these, 354,666 (13.9%) fulfilled the criteria for long-term opioid use at least once. Compared with those who did not fulfill the criteria (short-term users), long-term users were older, more likely women, and used tramadol, oxycodone, and buprenorphine more frequently as their first opioid. In conclusion, we found that 1/7 of opioid users continued use longer than 3 months. Future outcome research should identify the clinically most important dose requirements for long-term opioid use criteria.
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Affiliation(s)
- A Hamina
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - V Hjellvik
- Department of Chronic Diseases and Ageing, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - M Handal
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - I Odsbu
- Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - T Clausen
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - S Skurtveit
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
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Dasgupta N, Wang Y, Bae J, Kinlaw AC, Chidgey BA, Cooper T, Delcher C. Inches, Centimeters, and Yards: Overlooked Definition Choices Inhibit Interpretation of Morphine Equivalence. Clin J Pain 2021; 37:565-574. [PMID: 34116543 PMCID: PMC8270512 DOI: 10.1097/ajp.0000000000000948] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 02/26/2021] [Accepted: 04/23/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Morphine-standardized doses are used in clinical practice and research to account for molecular potency. Ninety milligrams of morphine equivalents (MME) per day are considered a "high dose" risk threshold in guidelines, laws, and by payers. Although ubiquitously cited, the "CDC definition" of daily MME lacks a clearly defined denominator. Our objective was to assess denominator-dependency on "high dose" classification across competing definitions. METHODS To identify definitional variants, we reviewed literature and electronic prescribing tools, yielding 4 unique definitions. Using Prescription Drug Monitoring Programs data (July to September 2018), we conducted a population-based cohort study of 3,916,461 patients receiving outpatient opioid analgesics in California (CA) and Florida (FL). The binary outcome was whether patients were deemed "high dose" (>90 MME/d) compared across 4 definitions. We calculated I2 for heterogeneity attributable to the definition. RESULTS Among 9,436,640 prescriptions, 42% overlapped, which led denominator definitions to impact daily MME values. Across definitions, average daily MME varied 3-fold (range: 17 to 52 [CA] and 23 to 65 mg [FL]). Across definitions, prevalence of "high dose" individuals ranged 5.9% to 14.2% (FL) and 3.5% to 10.3% (CA). Definitional variation alone would impact a hypothetical surveillance study trying to establish how much more "high dose" prescribing was present in FL than CA: from 39% to 84% more. Meta-analyses revealed strong heterogeneity (I2 range: 86% to 99%). In sensitivity analysis, including unit interval 90.0 to 90.9 increased "high dose" population fraction by 15%. DISCUSSION While 90 MME may have cautionary mnemonic benefits, without harmonization of calculation, its utility is limited. Comparison between studies using daily MME requires explicit attention to definitional variation.
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Affiliation(s)
| | - Yanning Wang
- Department of Health Outcomes & Biomedical Informatics, University of Florida College of Medicine, Gainesville, FL
| | - Jungjun Bae
- Institute for Pharmaceutical Outcomes & Policy
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY
| | - Alan C. Kinlaw
- Cecil G. Sheps Center for Health Services Research
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina School of Pharmacy
| | - Brooke A. Chidgey
- UNC Hospitals Pain Management Center, University of North Carolina at Chapel Hill
- Department of Anesthesiology, University of North Carolina School of Medicine, Chapel Hill, NC
| | | | - Chris Delcher
- Institute for Pharmaceutical Outcomes & Policy
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY
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