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Harsanyi H, Yang L, Lau J, Cheung WY, Xu Y, Cuthbert C. Long-term opioid prescribing and healthcare encounters in metastatic cancer: observational population study. BMJ Support Palliat Care 2025:spcare-2024-005185. [PMID: 40081869 DOI: 10.1136/spcare-2024-005185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 02/21/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Although opioids are effective for cancer pain management, long-term use may result in adverse effects which are understudied among patients with metastatic disease. OBJECTIVES To describe long-term opioid prescribing among patients with metastatic cancer and investigate how long-term prescribing practices are associated with the incidence of opioid-related hospitalisations and emergency department visits. METHODS This retrospective cohort study included all opioid-naïve patients diagnosed with solid metastatic cancer in Alberta, Canada from 2004 to 2017 who had ≥1 year of follow-up. Patients were identified and followed using linked administrative health data. Long-term prescribing was defined as receiving a ≥90-day supply of opioids with a <30-day gap in supply within a 180-day period. The incidence rate of opioid-related healthcare encounters was compared based on characteristics of long-term prescribing (timing, dosage, duration and concurrent medications). RESULTS The study included 10 927 patients, 2521 (23%) of whom received long-term opioid prescribing. These practices became more common near the end of life, with 53% of cases initiated during patients' last year of life. Opioid-related healthcare encounters were experienced by 85 (3.4%) recipients of long-term prescribing. Higher dosage (p<0.001) and concurrent prescribing of anxiolytics (p=0.001), benzodiazepines (p=0.001), antidepressants (p=0.027) and neuroleptics (p<0.001) were associated with a higher incidence of opioid-related healthcare encounters. CONCLUSIONS Long-term opioid prescribing is common, and patients receiving long-term prescriptions with high dosage or concurrent psychoactive medications may benefit from interventions aimed at reducing opioid-related adverse effects. Further research is needed to determine strategies to minimise opioid-related harms for these patients while providing appropriate pain and symptom management.
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Affiliation(s)
- Hannah Harsanyi
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Lin Yang
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, Alberta, Canada
- Department of Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Jenny Lau
- Supportive Care, Princess Margaret Hospital Cancer Centre, Toronto, Ontario, Canada
- Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Winson Y Cheung
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Department of Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Yuan Xu
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Department of Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Colleen Cuthbert
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada
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Taqi A, Gran S, Knaggs RD. Patterns of analgesic utilisation among people with knee osteoarthritis: a cohort study using UK primary care data. J Pharm Policy Pract 2025; 18:2455067. [PMID: 40028269 PMCID: PMC11869337 DOI: 10.1080/20523211.2025.2455067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 01/12/2025] [Indexed: 03/05/2025] Open
Abstract
Background Osteoarthritis (OA) is a prevalent disabling joint disease affecting more than 300 million people globally and knees are most commonly affected. It is associated with pain and functional limitation that adversely affect mental well-being and compromise quality of life. Analgesic use is common among patients with knee osteoarthritis (KOA), however, data on patterns of analgesics use at an individual patient level are sparse. The present study describes patterns of analgesic use, by determining the proportion of persistent users within one year of therapy initiation in patients with KOA. Methods A retrospective cohort study using the clinical practice research datalink. Analgesic prescriptions for adults with an incident KOA diagnosis were captured and grouped into five exposure groups including: antidepressants, antiepileptic drugs (AEDs), opioids, non-steroidal anti-inflammatory drugs (NSAIDs) and paracetamol. A persistent user was a person who used >180 defined daily doses (DDDs) per year and had prescriptions in at least three out of the four quarters of the year. Results Variable proportions of patients used respective analgesic classes persistently during the first year after prescribing; 36.8% of antidepressant users, 27.0% of NSAIDs, 23.8% of AEDs, 17.5% of paracetamol and 14.9% of opioid users were persistent users. Across classes, persistent users were slightly younger, were issued more prescriptions and used higher doses of analgesics compared to non-persistent users. Conclusion Between 14.9% and 36.8% became persistent analgesic users by the end of the first year after their initial prescription. The study applied meaningful clinical attributes to define persistence. This informs future research on clinical and adverse drug outcomes in persistent users compared to non-persistent users across five separate analgesic classes.
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Affiliation(s)
- Aqila Taqi
- Division of Pharmacy Practice and Policy, School of Pharmacy, University Park Campus, University of Nottingham, Nottingham, UK
- Pharmacy Department, Sultan Qaboos University, Sultan Qaboos University Hospital, Muscat, Sultanate of Oman
| | - Sonia Gran
- Centre of Evidence Based Dermatology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Roger David Knaggs
- Division of Pharmacy Practice and Policy, School of Pharmacy, University Park Campus, University of Nottingham, Nottingham, UK
- Pain Centre versus Arthritis, University of Nottingham, Nottingham, UK
- Primary Integrated Community Solutions, Nottingham, UK
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3
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Harsanyi H, Yang L, Lau J, Cheung W, Cuthbert C. The contribution of nonmedical opioid use to healthcare encounters for opioid overdose and use disorders among long-term users with metastatic cancer. Support Care Cancer 2024; 33:27. [PMID: 39672945 DOI: 10.1007/s00520-024-09082-1] [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: 09/17/2024] [Accepted: 12/08/2024] [Indexed: 12/15/2024]
Abstract
PURPOSE Opioid misuse is increasingly recognized as a relevant problem among patients with cancer. However, the applicability of these concerns for patients with metastatic disease is complicated by shorter prognoses and greater symptom burden. This study aimed to investigate whether nonmedical opioid use (NMOU) was identified as contributing to opioid-related healthcare encounters among patients with metastatic cancer receiving long-term prescribing. METHODS The study included patients with stage IV cancer diagnosed from 2004-2017 in Alberta, Canada who 1) received long-term opioid prescribing and 2) experienced ≥ 1 hospitalization or emergency department visit relating to opioid overdose or use disorder. Records from visits to cancer centres and opioid-related hospital encounters were reviewed to identify any documentation of NMOU. Patient characteristics were compared between those with and without documented NMOU. RESULTS Charts of 46 patients were reviewed. Although NMOU contributed to opioid-related encounters, these events were often related to poorly controlled pain, declining functional status, and disease progression. NMOU behaviors were documented for 16 (35%) patients. The most common NMOU behaviour was overuse of prescribed medications, which was documented for 12 patients. For 7 patients, there were indications of use of opioids for psychological coping, including 3 encounters caused by intentional overdoses with suicidal intent. Patients with NMOU were significantly more likely to have a history of substance use and limited social support. CONCLUSION Approximately 1-in-3 patients experiencing opioid-related hospitalizations/emergency department visits had indications of NMOU. Further psychosocial care and interdisciplinary pain management are warranted to improve safe prescribing for these patients.
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Affiliation(s)
- Hannah Harsanyi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada.
| | - Lin Yang
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
- Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Jenny Lau
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Winson Cheung
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Cancer Care, Alberta Health Services, Edmonton, AB, Canada
| | - Colleen Cuthbert
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Cancer Care, Alberta Health Services, Edmonton, AB, Canada
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada
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4
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Chen M, Li T. Impacts of social determinants of health on chronic opioid therapy for chronic non-cancer pain. Pain Manag 2024; 14:251-257. [PMID: 38904289 PMCID: PMC11340754 DOI: 10.1080/17581869.2024.2366145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 06/05/2024] [Indexed: 06/22/2024] Open
Abstract
Aim: We aimed to investigate the association between social determinants of health and chronic opioid therapy.Materials & methods: We conducted a retrospective analysis of electronic health records from five family medicine and internal medicine clinics in Oregon in 2020 and 2021. Our outcome variable was whether a patient was receiving chronic opioid therapy for chronic non-cancer pain. Our variables of interest included financial difficulty, insurance types, transportation barriers, currently married or living with a partner and organizations participation.Results: Our results showed that patients with financial difficulty were more likely to have chronic opioid therapy (OR: 2.69; 95% CI: 1.14, 6.33).Conclusion: Addressing patients' social determinants of health disadvantages is important for optimizing pain management.
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Affiliation(s)
- Minghui Chen
- Department of Internal Medicine, Good Samaritan Regional Medical Center, Corvallis, OR 97330, USA
- (Present affiliation) Department of Anesthesiology, Boston Medical Center, Boston, MA 02118, USA
| | - Tao Li
- Health Management & Policy, College of Health, Oregon State University, Corvallis, OR 97331, USA
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5
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Calcaterra SL, Grimm E, Keniston A. External validation of a model to predict future chronic opioid use among hospitalized patients. J Hosp Med 2023; 18:154-162. [PMID: 36524583 PMCID: PMC9899308 DOI: 10.1002/jhm.13023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 11/28/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Previous research demonstrates an association between opioid prescribing at hospital discharge and future chronic opioid use. Various opioid guidelines and policies contributed to changes in opioid prescribing practices. How this affected hospitalized patients remains unknown. OBJECTIVE Externally validate a prediction model to identify hospitalized patients at the highest risk for future chronic opioid therapy (COT). DESIGNS Retrospective analysis of health record data from 2011 to 2022 using logistic regression. PARTICIPANTS Hospitalized adults with limited to no opioid use 1-year prior to hospitalization. SETTINGS A statewide healthcare system. MAIN MEASUREMENTS Used variables associated with progression to COT in a derivation cohort from a different healthcare system to predict expected outcomes in the validation cohort. KEY RESULTS The derivation cohort included 17,060 patients, of whom 9653 (56.6%) progressed to COT 1 year after discharge. Compared to the derivation cohort, in the validation cohort, patients who received indigent care (odds ratio [OR] = 0.40, 95% confidence interval [CI] = 0.27-0.59, p < .001) were least likely to progress to COT. Among variables assessed, opioid receipt at discharge was most strongly associated with progression to COT (OR = 3.74, 95% CI = 3.06-4.61, p < .001). The receiver operating characteristic curve for the validation set using coefficients from the derivation cohort performed slightly better than chance (AUC = 0.55). CONCLUSIONS Our results highlight the importance of externally validating a prediction model prior to use outside of the derivation population. Periodic updates to models are necessary as policy changes and clinical practice recommendations may affect model performance.
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Affiliation(s)
- Susan L. Calcaterra
- Division of General Internal Medicine, University of
Colorado, Aurora, CO, USA
- Division of Hospital Medicine, University of Colorado,
Aurora, CO, USA
| | - Eric Grimm
- Division of Hospital Medicine, University of Colorado,
Aurora, CO, USA
| | - Angela Keniston
- Division of Hospital Medicine, University of Colorado,
Aurora, CO, USA
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6
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Goplen CM, Pedersen ME, Ramadi A, Beaupre LA. Opioid prescribing practices prior to elective foot and ankle surgery: a population-based evaluation using health administrative data from a tertiary hospital in Canada. BMC PRIMARY CARE 2022; 23:116. [PMID: 35549666 PMCID: PMC9097109 DOI: 10.1186/s12875-022-01722-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 04/22/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
Complex elective foot and ankle surgery is known to be painful so most patients are prescribed opioids at the time of surgery; however, the number of patients prescribed opioids while waiting for surgery in Canada is unknown. Our primary objective was to describe the pre and postoperative prescribing practices for patients in Alberta, Canada undergoing complex elective foot and ankle surgery. Secondarily, we evaluated postoperative opioid usage and hospital outcomes.
Methods
In this population-based retrospective analysis, we identified all adult patients who underwent unilateral elective orthopedic foot and ankle surgery at a single tertiary hospital between May 1, 2015 and May 31, 2017. Patient and surgical data were extracted from a retrospective chart review and merged with prospectively collected, individual level drug dispensing administrative data to analyze opioid dispensing patterns, including dose, duration, and prescriber for six months before and after foot and ankle surgery.
Results
Of the 100 patients, 45 had at least one opioid prescription dispensed within six months before surgery, and of these, 19 were long-term opioid users (> 90 days of continuous use). Most opioid users obtained opioid prescriptions from family physicians both before (78%) and after (65%) surgery. No preoperative non-users transitioned to long-term opioid use postoperatively, but 68.4% of the preoperative long-term opioid users remained long-term opioid users postoperatively. During the index hospitalization, preoperative long-term opioid users consumed higher doses of opioids (99.7 ± 120.5 mg/day) compared to opioid naive patients (28.5 ± 36.1 mg/day) (p < 0.001). Long-term opioid users stayed one day longer in hospital than opioid-naive patients (3.9 ± 2.8 days vs 2.7 ± 1.1 days; p = 0.01).
Conclusions
A significant number of patients were dispensed opioids before and after foot and ankle surgery with the majority of prescriptions coming from primary care practitioners. Patients who were prescribed long-term opioids preoperatively were more likely to continue to use opioids at follow-up and required larger in-hospital opioid dosages and stayed longer in hospital. Further research and education for both patients and providers are needed to reduce the community-based prescribing of opioid medication pre-operatively and provide alternative pain management strategies prior to surgery to improve postoperative outcomes and reduce long-term postoperative opioid use.
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Hayes CJ, Koonce RM, Gressler LE, Hu B, Williams JS, Martin BC. Association between opioid therapy trajectories and potential opioid-related adverse health events. Pharmacoepidemiol Drug Saf 2022; 31:1075-1090. [PMID: 35695189 PMCID: PMC10052807 DOI: 10.1002/pds.5495] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 05/10/2022] [Accepted: 05/18/2022] [Indexed: 11/10/2022]
Abstract
PURPOSE We identified associations between membership in seven group-based trajectories based on supply of filled opioid prescriptions and potential opioid-related adverse health events over a 720-day window. METHODS We identified two veteran cohorts with chronic non-cancer pain who initiated treatment with long-term opioid therapy between 2008 and 2015, excluding those with prior substance use disorder (n = 373 941) or non-SUD, opioid-related adverse outcome (n = 405 631) diagnoses. Outcomes of interest included opioid use disorder, non-opioid drug use disorder, and alcohol use disorder for the first cohort; or accidents resulting in wounds or injuries, self-inflicted injuries, opioid-related accidents and overdoses, alcohol and non-opioid drug-related accidents and overdoses, and violence-related injuries for the second cohort. Using a cross-sectional design, Veterans were followed until the specific outcome of interest was diagnosed, they died, the study ended, or they were lost to follow up. Accelerated failure time models were estimated for each outcome. RESULTS Membership in persistent moderate days covered and persistent modest days covered trajectories was associated with decreased risk of opioid use disorder (Moderate: θ = 0.59, 95%CI:0.54, 0.64; Modest: θ = 0.54, 95%CI:0.50, 0.59) and opioid overdose (Moderate: θ = 0.67,95%CI: 0.57, 0.79; Modest: θ = 0.72, 95%CI:0.61, 0.85) versus higher-utilizing persistent users. Rapid discontinuation was associated with decreased risk of opioid use disorder (θ = 0.86, 95% CI:0.77, 0.95) and opioid overdose (θ = 0.54, 95%CI:0.41, 0.71), but increased risk of alcohol use disorder (θ = 1.07, 95%CI:1.00, 1.15) and other substance use disorders. Delayed discontinuation or delayed reduction was associated with increased risk for most opioid related adverse health events. CONCLUSION Persistent use trajectories with low levels of opioid utilization were associated with lower risks of potential opioid-related adverse health events.
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Affiliation(s)
- Corey J Hayes
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.,Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas, USA
| | - Ruston M Koonce
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Laura Elisabeth Gressler
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Bo Hu
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas, USA
| | - James Silas Williams
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas, USA
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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Black AC, Zeliadt SB, Kerns RD, Skanderson M, Wang R, Gelman H, Douglas JH, Becker WC. Association Between Exposure to Complementary and Integrative Therapies and Opioid Analgesic Daily Dose Among Patients on Long-term Opioid Therapy. Clin J Pain 2022; 38:405-409. [PMID: 35440528 DOI: 10.1097/ajp.0000000000001039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 03/22/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To describe the association between exposure to selected complementary and integrative health (CIH) modalities and the trajectory of prescribed opioid analgesic dose within a national cohort of patients receiving long-term opioid therapy (LTOT) in the Veterans Health Administration (VHA). MATERIALS AND METHODS Using national data from VHA electronic health records between October 1, 2017 and September 30, 2019, CIH use was analyzed among 57,437 patients receiving LTOT within 18 VHA facilities serving as evaluation sites of VHA's Whole Health System of Care. Using linear mixed effects modeling controlling for covariates, opioid dose was modeled as a function of time, CIH exposure, and their interaction. RESULTS Overall, 11.91% of patients on LTOT used any of the focus CIH therapies; 43.25% of those had 4 or more encounters. Patients used acupuncture, chiropractic care, and meditation modalities primarily. CIH use was associated with being female, Black, having a mental health diagnosis, obesity, pain intensity, and baseline morphine-equivalent daily dose. Mean baseline morphine-equivalent daily dose was 40.81 milligrams and dose decreased on average over time. Controlling for covariates, patients with any CIH exposure experienced 38% faster dose tapering, corresponding to a mean difference in 12-month reduction over patients not engaging in CIH of 2.88 milligrams or 7.06% of the mean starting dose. DISCUSSION Results support the role of CIH modalities in opioid tapering. The study design precludes inference about the causal effects of CIH on tapering. Analyses did not consider the trend in opioid dose before cohort entry nor the use of other nonopioid treatments for pain. Future research should address these questions and consider tapering-associated adverse events.
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Affiliation(s)
- Anne C Black
- VA Connecticut Healthcare System, West Haven
- Yale School of Medicine, New Haven, CT
| | - Steven B Zeliadt
- VA Puget Sound Healthcare System, Puget Sound
- University of Washington School of Public Health, Seattle, WA
| | - Robert D Kerns
- VA Connecticut Healthcare System, West Haven
- Yale School of Medicine, New Haven, CT
| | - Melissa Skanderson
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA
| | | | | | - Jamie H Douglas
- VA Puget Sound Healthcare System, Puget Sound
- University of Washington School of Public Health, Seattle, WA
| | - William C Becker
- VA Connecticut Healthcare System, West Haven
- Yale School of Medicine, New Haven, CT
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Hayes CJ, Krebs EE, Li C, Brown J, Hudson T, Martin BC. Association between discontinuing chronic opioid therapy and newly diagnosed substance use disorders, accidents, self-inflicted injuries and drug overdoses within the prescribers' health care system: a retrospective cohort study. Addiction 2022; 117:946-968. [PMID: 34514677 PMCID: PMC8904270 DOI: 10.1111/add.15689] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/01/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND AND AIM Prescribers are commonly confronted with discontinuing opioid therapy among patients prescribed chronic opioid therapy (COT). This study aimed to measure the association between discontinuing COT and diagnoses of substance use disorders (SUDs) and opioid-related adverse outcomes (AOs). DESIGN Retrospective cohort study. SETTING United States Veterans Healthcare Administration. PARTICIPANTS Veterans with chronic pain on COT who discontinued opioid therapy were compared with those continuing COT using data from fiscal years 2009 to 2015. MEASUREMENTS Newly diagnosed substance use disorders (SUD composite; individual types: opioid, non-opioid drug and alcohol use disorders) and opioid-related adverse outcomes (AO composite; individual types: accidents resulting in wounds/injuries, opioid-related accidents/overdoses, alcohol and non-opioid medication-related accidents/overdoses, self-inflicted injuries and violence-related injuries) were evaluated. Primary analyses were conducted using 1:1 matching of discontinuers with those continuing COT based on propensity score and index date (±180-day window). Sensitivity analyses were conducted using logistic regressions with stabilized inverse probability of treatment weighting (SIPTW) and instrumental variable (IV) models. FINDINGS A total of 15 695 (75.4%) and 17 337 (76.6%) discontinuers were matched with those continuing COT among the cohorts testing SUD and AO development respectively. In the primary propensity score matched analyses, the composite SUD outcome was not different between discontinuers and those continuing COT (OR = 0.932, 95% CI = 0.850, 1.022). The composite AO outcome was lower among discontinuers (OR = 0.660, 95% CI = 0.623, 0.699) compared with those continuing COT. SIPTW analyses found lower SUD (OR = 0.789, 95% CI = 0.743, 0.837), and AO (OR = 0.660, 95% CI = 0.623, 0.699) rates among discontinuers. IV models found mixed and sometimes contradictory results. CONCLUSIONS Discontinuing patients from chronic opioid therapy appears to be associated with decreased diagnoses for opioid-related adverse outcomes. The association with substance use disorders appears to be inconclusive.
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Affiliation(s)
- Corey J. Hayes
- Division of Health Services Research, College of Medicine, University of Arkansas for Medical Sciences,Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System
| | - Erin E. Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis VA Healthcare System,Department of Medicine, University of Minnesota Medical School
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences
| | - Joshua Brown
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida
| | - Teresa Hudson
- Division of Health Services Research, College of Medicine, University of Arkansas for Medical Sciences,Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System
| | - Bradley C. Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences,Corresponding Author: , Phone: (501) 603-1992
- Fax: (501) 686-5156
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10
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Hayes CJ, Krebs EE, Brown J, Li C, Hudson T, Martin BC. Impact of transitioning from long-term to intermittent opioid therapy on the development of opioid-related adverse outcomes: A retrospective cohort study. Drug Alcohol Depend 2022; 231:109236. [PMID: 34974270 PMCID: PMC10041683 DOI: 10.1016/j.drugalcdep.2021.109236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/03/2021] [Accepted: 11/05/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Increasing pressures exist to reduce or discontinue opioid use among patients currently on long-term opioid therapy (LTOT). It is essential to understand the potential effects of opioid reduction. METHODS This retrospective cohort study was conducted among veterans with chronic pain and on LTOT. Using 1:1 propensity score-matched samples of veterans switching to intermittent opioid therapy and those continuing LTOT, we examined the development of subsequent substance use disorders (SUD composite; individual SUD types: opioid, non-opioid drug, and alcohol use disorders) and opioid-related adverse outcomes (ORAO composite; individual ORAO types: accidents resulting in wounds/injuries, opioid-related and alcohol/non-opioid medication-related accidents and overdoses, self-inflicted and violence-related injuries). Sensitivity analyses were conducted using logistic regression with stabilized inverse probability of treatment weighting (SIPTW) and instrumental variable (IV) models. RESULTS A total of 29,293 veterans switching to intermittent therapy were matched to veterans continuing LTOT. With matched samples, no differences were found in composite SUDs and ORAOs between the groups. With SIPTW, veterans switching to intermittent opioid therapy had higher odds of composite SUDs and ORAOs (SUDs aOR=1.12, 95%CI: 1.07,1.17; ORAOs aOR=1.05, 95%CI:1.00,1.09). IV models found lower risks for composite SUDs and ORAOs among veterans switching to intermittent opioid therapy (SUDs: β = -0.38, 95%CI:-0.63,-0.13; ORAOs: β = -0.27, 95%CI:-0.50,-0.04). CONCLUSIONS There were no consistent associations between transitioning patients from LTOT to intermittent opioid therapy and the risk of SUDs and ORAOs.
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Affiliation(s)
- Corey J Hayes
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 782, Little Rock, AR 72205, USA; Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, Bldg. 58, North Little Rock, AR 72114, USA.
| | - Erin E Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis VA Healthcare System, 1 Veterans Drive, Minneapolis, MN 55417, USA; Department of Medicine, University of Minnesota Medical School, 401 East River Parkway, VCRC 1st Floor, Suite 131, Minneapolis 55455, USA.
| | - Joshua Brown
- Center for Drug Evaluation and Safety, Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, 1225 Center Drive, HPNP #3334, Gainesville, FL 32610, USA.
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 522, Little Rock, AR 72205, USA.
| | - Teresa Hudson
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 782, Little Rock, AR 72205, USA; Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, Bldg. 58, North Little Rock, AR 72114, USA.
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 522, Little Rock, AR 72205, USA.
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11
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Hayes CJ, Krebs EE, Brown J, Li C, Hudson T, Martin BC. Association Between Pain Intensity and Discontinuing Opioid Therapy or Transitioning to Intermittent Opioid Therapy After Initial Long-Term Opioid Therapy: A Retrospective Cohort Study. THE JOURNAL OF PAIN 2021; 22:1709-1721. [PMID: 34186177 PMCID: PMC10068896 DOI: 10.1016/j.jpain.2021.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/21/2021] [Accepted: 05/23/2021] [Indexed: 11/25/2022]
Abstract
The purpose of this study was to evaluate changes in pain intensity among Veterans transitioning from long-term opioid therapy (LTOT) to either intermittent therapy or discontinuation compared to continued LTOT. Pain intensity was assessed using the Numeric Rating Scale in 90-day increments starting in the 90-day period prior to potential opioid transitions and the two ensuing 90-day periods after transition. Primary analyses used a 1:1 greedy propensity matched sample. A total of 29,293 Veterans switching to intermittent opioids and 5,972 discontinuing opioids were matched to Veterans continuing LTOT. Covariates were well balanced after matching except minor differences in baseline mean pain scores. Pain scores were lower in the follow up periods for those switching to intermittent opioids and discontinuing opioids compared to those continuing LTOT (0-90 days: Intermittent: 3.79, 95%CI: 3.76, 3.82; LTOT: 4.09, 95%CI: 4.06, 4.12, P < .0001; Discontinuation: 3.06, 95%CI: 2.99, 3.13; LTOT: 3.86, 95%CI: 3.79, 3.94, P = <.0001; 91-180 days: Intermittent: 3.76, 95%CI: 3.73, 3.79; LTOT: 3.99, 95%CI: 3.96, 4.02, P < .0001; Discontinuation: 3.01, 95%CI: 2.94, 3.09; LTOT: 3.80, 95%CI: 3.73, 3.87, P = <.0001). Sensitivity analyses found similar results. Discontinuing opioid therapy or switching to intermittent opioid therapy was not associated with increased pain intensity. PERSPECTIVE: This article evaluates the association of switching to intermittent opioid therapy or discontinuing opioids with pain intensity after using opioids long-term. Pain intensity decreased after switching to intermittent therapy or discontinuing opioids, but remained relatively stable for those continuing long-term opioid therapy. Switching to intermittent opioids or discontinuing opioids was not associated with increased pain intensity.
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Affiliation(s)
- Corey J Hayes
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas; Center for Health Services Research, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Erin E Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis VA Healthcare System, 1 Veterans Dr, Minneapolis, Minneapolis; College of Medicine, University of Minnesota, Minneapolis, Minneapolis
| | - Joshua Brown
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Arkansas
| | - Teresa Hudson
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas; Center for Health Services Research, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Arkansas.
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Arnold J, Zhao X, Cashy JP, Sileanu FE, Mor MK, Moyo P, Thorpe CT, Good CB, Radomski TR, Fine MJ, Gellad WF. An Interrupted Time-series Evaluation of the Association Between State Laws Mandating Prescriber Use of Prescription Drug Monitoring Programs and Discontinuation of Chronic Opioid Therapy in US Veterans. Med Care 2021; 59:1042-1050. [PMID: 34670221 DOI: 10.1097/mlr.0000000000001643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Most states have recently passed laws requiring prescribers to use prescription drug monitoring programs (PDMPs) before prescribing opioid medications. The impact of these mandates on discontinuing chronic opioid therapy among Veterans managed in the Veterans Health Administration (VA) is unknown. We assess the association between the earliest of these laws and discontinuation of chronic opioid therapy in Veterans receiving VA health care. METHODS We conducted a comparative interrupted time-series study in the 5 states mandating PDMP use before August 2013 (Ohio, West Virginia, Kentucky, New Mexico, and Tennessee), adjusting for trends in the 17 neighboring control states without such mandates. We modeled 25 months of prescribing for each state centered on the month the mandate became effective. We included Veterans prescribed long-term outpatient opioid therapy (305 of the preceding 365 d). Our outcomes were discontinuation of chronic opioid therapy (primary outcome) and the average daily quantity of opioids per Veteran over the following 6 months (secondary outcome). RESULTS We included 250 monthly cohorts with 225,665 unique Veterans and 3.4 million Veteran-months. Baseline discontinuation rates before the PDMP mandates were 0.4%-2.7% per month. Kentucky saw a discontinuation increase of 1 absolute percentage point following its PDMP mandate which decreased over time. The other 4 states had no significant association between their mandates and change in opioid discontinuation. There was no evidence of decreasing opioid quantities following PDMP mandates. CONCLUSION We did not find consistent evidence that state laws mandating provider PDMP use were associated with the discontinuation of chronic opioid therapy within the VA for the time period studied.
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Affiliation(s)
- Jonathan Arnold
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Xinhua Zhao
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
| | - John P Cashy
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
| | - Florentina E Sileanu
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
| | - Maria K Mor
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
| | - Patience Moyo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI
| | - Carolyn T Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy, Chapel Hill, NC
| | - Chester B Good
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Centers for High Value Healthcare and Value Based Pharmacy Initiatives, UPMC Health Plan Insurance Division, Pittsburgh, PA
| | - Thomas R Radomski
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Michael J Fine
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Walid F Gellad
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
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13
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Silva MJ, Coffee Z, Yu CH, Martel MO. Anxiety and Fear Avoidance Beliefs and Behavior May Be Significant Risk Factors for Chronic Opioid Analgesic Therapy Reliance for Patients with Chronic Pain-Results from a Preliminary Study. PAIN MEDICINE (MALDEN, MASS.) 2021; 22:2106-2116. [PMID: 33595642 PMCID: PMC8427345 DOI: 10.1093/pm/pnab069] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To describe differences between patients with chronic, non-cancer pain (CNCP) who were successfully able to cease full mu agonist chronic opioid analgesic therapy (COAT), and those who exhibited refractory COAT reliance, among those who participated in a multidisciplinary program designed for COAT cessation. DESIGN A retrospective review of electronic medical records (EMR) data was organized for preliminary analysis. SETTING A multicenter private practice specializing in CNCP, which received patient referrals from the surrounding geographical area of primary and specialty care offices in Northern California. SUBJECTS Data from 109 patients with CNCP who participated in a multidisciplinary program to cease COAT between the dates of October 2017 to December 2019 were examined. METHODS EMR data, pre-COAT cessation, of oral morphine milligram equivalence (MME) and validated questionnaire responses assessing anxiety and fear-based beliefs and behavior, as well as opioid misuse, were extracted and compared between those who successfully ceased COAT and those who did not. RESULTS Patients who were unsuccessful at COAT cessation reported significantly higher Fear Avoidance Beliefs Questionnaire (FAB) scores. No significant differences were found based on incoming MME amounts, Current Opioid Misuse Measure (COMM) or Tampa Scale of Kinesiophobia (TSK) scores. Pain Catastrophizing Scale (PCS) scores showed a split pattern with unclear significance. CONCLUSIONS Results suggest that fear avoidance beliefs and behavior, as measured by the FAB, play a significant role in refractory COAT reliance for patients with CNCP.
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Affiliation(s)
- Marcelina Jasmine Silva
- Founder and former Medical Director of The Focus on Opioid Transitions Program, Integrated Pain Management Medical Group Inc, Walnut Creek, California, USA
| | - Zhanette Coffee
- College of Nursing, University of Arizona, Tucson, Arizona, USA
| | - Chong Ho Yu
- Department of Behavioral and Applied Science, Azusa Pacific University, Azusa, California, USA
| | - Marc O Martel
- Faculty of Dentistry & Department of Anesthesiology, McGill University, Quebec, Canada
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Hayes CJ, Gressler LE, Hu B, Jones BL, Williams JS, Martin BC. Trajectories of Opioid Coverage After Long-Term Opioid Therapy Initiation Among a National Cohort of US Veterans. J Pain Res 2021; 14:1745-1762. [PMID: 34163232 PMCID: PMC8214015 DOI: 10.2147/jpr.s308196] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/01/2021] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The objective of this study was to identify the trajectories that patients take after initiating long-term opioid therapy (LTOT). MATERIALS AND METHODS Using a retrospective cohort design, veterans with chronic non-cancer pain (CNCP) initiating LTOT were identified. Group-based trajectory models were used to identify opioid therapy trajectories based on days of opioid supply (primary outcome) and average daily morphine milligram equivalent dose (AMME; secondary outcome) in each 180-day period following initiation of LTOT. RESULTS A total of 438,398 veterans with CNCP initiated LTOT. Nine trajectories were identified: 33.7% with persistent, high days covered, 17.7% with persistent, moderate days covered, 16.6% with slow, persistent days-covered reduction, 2.4% with days-covered reduction followed by increase, 4.6% with delayed days-covered reduction, 4.1% with rapid days-covered reduction, 10.9% with moderate-paced discontinuation, 3.4% with delayed discontinuation, and 6.5% with rapid discontinuation. Patients following discontinuation trajectories were more likely to be younger, persons of color, use more supportive services (eg, physical therapy), and received less opioid days' supply and lower doses prior to initiating LTOT as compared to patients following persistent opioid days-covered trajectories. AMME trajectories were similar to days-covered trajectories. CONCLUSION Among persons initiating LTOT, nine opioid trajectories emerged which can be broadly characterized into three main trajectory groups: persistent opioid therapy (2 trajectories), reductions in opioid therapy (4 trajectories), and discontinuation (3 trajectories). A majority of patients (51.4%) maintained persistent opioid therapy. Further research is needed to assess the risks of opioid-related adverse outcomes among the identified trajectories.
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Affiliation(s)
- Corey J Hayes
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, North Little Rock, AR, USA
- Center of Health Services Research, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Laura E Gressler
- Department of Pharmaceutical Health Services Research, College of Pharmacy, University of Maryland Baltimore, Baltimore, MD, USA
| | - Bo Hu
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, North Little Rock, AR, USA
- Center of Health Services Research, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Bobby L Jones
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - J Silas Williams
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, North Little Rock, AR, USA
- Center of Health Services Research, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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15
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Buonora M, Perez HR, Stumph J, Allen R, Nahvi S, Cunningham CO, Merlin JS, Starrels JL. Medical Record Documentation About Opioid Tapering: Examining Benefit-to-Harm Framework and Patient Engagement. PAIN MEDICINE 2021; 21:2574-2582. [PMID: 32142143 DOI: 10.1093/pm/pnz361] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Guidelines recommend that clinicians make decisions about opioid tapering for patients with chronic pain using a benefit-to-harm framework and engaging patients. Studies have not examined clinician documentation about opioid tapering using this framework. DESIGN AND SETTING Thematic and content analysis of clinician documentation about opioid tapering in patients' medical records in a large academic health system. METHODS Medical records were reviewed for patients aged 18 or older, without cancer, who were prescribed stable doses of long-term opioid therapy between 10/2015 and 10/2016 then experienced an opioid taper (dose reduction ≥30%) between 10/2016 and 10/2017. Inductive thematic analysis of clinician documentation within six months of taper initiation was conducted to understand rationale for taper, and deductive content analysis was conducted to determine the frequencies of a priori elements of a benefit-to-harm framework. RESULTS Thematic analysis of 39 patients' records revealed 1) documented rationale for tapering prominently cited potential harms of continuing opioids, rather than observed harms or lack of benefits; 2) patient engagement was variable and disagreement with tapering was prominent. Content analysis found no patients' records with explicit mention of benefit-to-harm assessments. Benefits of continuing opioids were mentioned in 56% of patients' records, observed harms were mentioned in 28%, and potential harms were mentioned in 90%. CONCLUSIONS In this study, documentation of opioid tapering focused on potential harms of continuing opioids, indicated variable patient engagement, and lacked a complete benefit-to-harm framework. Future initiatives should develop standardized ways of incorporating a benefit-to-harm framework and patient engagement into clinician decisions and documentation about opioid tapering.
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Affiliation(s)
- Michele Buonora
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, New York
| | - Hector R Perez
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, New York
| | - Jordan Stumph
- Department of Physical Medicine and Rehabilitation, New York-Presbyterian Columbia/Cornell, New York, New York
| | - Robert Allen
- Department of Emergency Medicine, SUNY Downstate Medical Center, Brooklyn, New York
| | - Shadi Nahvi
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, New York
| | - Chinazo O Cunningham
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, New York
| | - Jessica S Merlin
- Center for Research on Healthcare, Divisions of General Internal Medicine and Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Joanna L Starrels
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, New York
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16
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Muzzio K, Chandler M, Painter JT, Dragic L. Characterizing Patients after Opioid Taper in a VA Medical Center. J Pain Palliat Care Pharmacother 2021; 35:84-90. [PMID: 33956566 DOI: 10.1080/15360288.2021.1900492] [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: 10/21/2022]
Abstract
To identify potential areas for intervention and gain insight on current practice in patients who are tapered to zero morphine equivalent daily doses (MEDD) through the Pharmacy Pain E-Consult at a Veterans Healthcare System. This was done by describing the types of follow-up care and resources utilized by patients. This project is a retrospective chart review of Veterans with non-cancer pain on chronic-opioid therapy consulted to the pharmacy e-consult service and tapered to 0 MEDD. Descriptive statistics are collected one year pre-taper and one year post-taper. One year post-taper, approximately one-third of the patients were re-started on opioid therapy. However, average MEDD overall was significantly decreased one year post-taper compared to pre-taper. Average pain scores were not significantly different pre-taper compared to post-taper. Non-opioid medications generally increased post-taper. Follow-up with mental health and pain management clinical pharmacy specialists decreased post-taper. Tapering to zero MEDD did not lead to a significant increase in pain one-year post-taper; however, approximately 33% of patients were re-started on opioids within one year post-taper. Average MEDD scores decreased post-taper as expected but with effects on mental health being largely unknown, we believe that further study in this area will help us better support patients.
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Affiliation(s)
- Kathryn Muzzio
- Kathryn Muzzio, PharmD, BCPS, Michael Chandler, PharmD, BCGP, and Lisa Dragic, PharmD, BCPS, are with the Pharmacy, Central Arkansas Veterans Healthcare System, John L. McClellan Memorial Veterans Hospital, Little Rock, Arkansas, USA; Jacob T. Painter, PharmD, MBA, PhD, is with the Core Investigator, Center for Mental Healthcare & Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR Director and Associate Professor, Division of Pharmaceutical Evaluation & Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Michael Chandler
- Kathryn Muzzio, PharmD, BCPS, Michael Chandler, PharmD, BCGP, and Lisa Dragic, PharmD, BCPS, are with the Pharmacy, Central Arkansas Veterans Healthcare System, John L. McClellan Memorial Veterans Hospital, Little Rock, Arkansas, USA; Jacob T. Painter, PharmD, MBA, PhD, is with the Core Investigator, Center for Mental Healthcare & Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR Director and Associate Professor, Division of Pharmaceutical Evaluation & Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jacob T Painter
- Kathryn Muzzio, PharmD, BCPS, Michael Chandler, PharmD, BCGP, and Lisa Dragic, PharmD, BCPS, are with the Pharmacy, Central Arkansas Veterans Healthcare System, John L. McClellan Memorial Veterans Hospital, Little Rock, Arkansas, USA; Jacob T. Painter, PharmD, MBA, PhD, is with the Core Investigator, Center for Mental Healthcare & Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR Director and Associate Professor, Division of Pharmaceutical Evaluation & Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Lisa Dragic
- Kathryn Muzzio, PharmD, BCPS, Michael Chandler, PharmD, BCGP, and Lisa Dragic, PharmD, BCPS, are with the Pharmacy, Central Arkansas Veterans Healthcare System, John L. McClellan Memorial Veterans Hospital, Little Rock, Arkansas, USA; Jacob T. Painter, PharmD, MBA, PhD, is with the Core Investigator, Center for Mental Healthcare & Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR Director and Associate Professor, Division of Pharmaceutical Evaluation & Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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17
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Hayes CJ, Krebs EE, Hudson T, Brown J, Li C, Martin BC. Impact of opioid dose escalation on pain intensity: a retrospective cohort study. Pain 2021; 161:979-988. [PMID: 31917775 DOI: 10.1097/j.pain.0000000000001784] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Prescribers are often confronted with the decision to escalate opioid doses to achieve adequate analgesia. Understanding the impact of dose escalation on pain intensity is warranted. Using a retrospective cohort study design, Veterans with chronic pain and chronic opioid therapy were identified. Opioid dose escalators (>20% increase in average morphine milligram equivalent daily dose) were compared with dose maintainers (±20% change in average morphine milligram equivalent daily dose) assessed over 2 consecutive 6-month windows. Pain intensity was measured by the Numeric Rating Scale. The primary analyses used linear repeated-measures models among a 1:1 matched sample of escalators and maintainers matched on propensity score and within ±180 days of the index date. Sensitivity analyses were conducted using adjusted linear repeated-measures models with and without incorporating stabilized inverse probability of treatment weighting. There were 32,420 dose maintainers and 20,767 dose escalators identified with 19,358 (93%) matched pairs. Pain scores were persistently higher among dose escalators at each 90-day period after the index date (0-90 days after index date: dose escalators: 4.68, 95% confidence interval [CI]: 4.64-4.72 dose maintainers: 4.32, 95% CI: 4.28-4.36, P < 0.0001; 91-180 days after index date: dose escalators: 4.53, 95% CI: 4.49-4.57; dose maintainers: 4.25, 95% CI: 4.22-4.29, P < 0.0001) but were not different in the 90 days before the index date (dose escalators: 4.64, 95% CI: 4.61-4.68; dose maintainers: 4.59, 95% CI: 4.55-4.63, P = 0.0551). Sensitivity analyses provided similar results as the primary analyses. Opioid dose escalation among patients with chronic pain is not associated with improvements in Numeric Rating Scale pain scores.
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Affiliation(s)
- Corey J Hayes
- Division of Health Services Research, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States.,Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR, United States
| | - Erin E Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis VA Healthcare System, Minneapolis, MN, United States.,Department of Medicine, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Teresa Hudson
- Division of Health Services Research, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States.,Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, AR, United States
| | - Joshua Brown
- Department of Pharmaceutical Outcomes and Policy, Center for Drug Evaluation and Safety, College of Pharmacy, University of Florida, Gainesville, FL, United States
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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Goplen CM, Kang SH, Randell JR, Jones CA, Voaklander DC, Churchill TA, Beaupre LA. Effect of preoperative long-term opioid therapy on patient outcomes after total knee arthroplasty: an analysis of multicentre population-based administrative data. Can J Surg 2021; 64:E135-E143. [PMID: 33666382 PMCID: PMC8064248 DOI: 10.1503/cjs.007319] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Background Up to 40% of patients are receiving opioids at the time of total knee arthroplasty (TKA) in the United States despite evidence suggesting opioids are ineffective for pain associated with arthritis and have substantial risks. Our primary objective was to determine whether preoperative opioid users had worse knee pain and physical function outcomes 12 months after TKA than patients who were opioid-naive preoperatively; our secondary objective was to determine the prevalence of opioid use before and after TKA in Alberta, Canada. Methods In this retrospective analysis of population-based data, we identified adult patients who underwent TKA between 2013 and 2015 in Alberta. We used multivariable linear regression to examine the association between preoperative opioid use and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain and physical function scores 12 months after TKA, adjusting for potentially confounding variables. Results Of the 1907 patients, 592 (31.0%) had at least 1 opioid dispensed before TKA, and 124 (6.5%) were classified as long-term opioid users. Long-term opioid users had worse adjusted WOMAC pain and physical function scores 12 months after TKA than patients who were opioid-naive preoperatively (pain score β = 7.7, 95% confidence interval [CI] 4.0 to 11.6; physical function score β = 7.8, 95% CI 4.0 to 11.6; p < 0.001 for both). The majority (89 ([71.8%]) of patients who were long-term opioid users preoperatively were dispensed opioids 180–360 days after TKA, compared to 158 (12.0%) patients who were opioid-naive preoperatively. Conclusion A substantial number of patients were dispensed opioids before and after TKA, and patients who received opioids preoperatively had worse adjusted pain and functional outcome scores 12 months after TKA than patients who were opioid-naive preoperatively. These results suggest that patients prescribed opioids preoperatively should be counselled judiciously regarding expected outcomes after TKA.
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Affiliation(s)
- C Michael Goplen
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - Sung Hyun Kang
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - Jason R Randell
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - C Allyson Jones
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - Donald C Voaklander
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - Thomas A Churchill
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
| | - Lauren A Beaupre
- From the Department of Surgery, University of Alberta, Edmonton, Alta. (Goplen, Beaupre, Churchill); the School of Public Health, University of Alberta, Edmonton, Alta. (Randell, Jones, Voaklander); the Department of Physical Therapy, University of Alberta, Edmonton, Alta. (Randell, Jones, Beaupre); and the Alberta Bone and Joint Institute, Calgary, Alta. (Kang)
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19
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Shen Y, Bhagwandass H, Branchcomb T, Galvez SA, Grande I, Lessing J, Mollanazar M, Ourhaan N, Oueini R, Sasser M, Valdes IL, Jadubans A, Hollmann J, Maguire M, Usmani S, Vouri SM, Hincapie-Castillo JM, Adkins LE, Goodin AJ. Chronic Opioid Therapy: A Scoping Literature Review on Evolving Clinical and Scientific Definitions. THE JOURNAL OF PAIN 2021; 22:246-262. [PMID: 33031943 DOI: 10.1016/j.jpain.2020.09.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 09/21/2020] [Accepted: 09/22/2020] [Indexed: 01/24/2023]
Abstract
The management of chronic noncancer pain (CNCP) with chronic opioid therapy (COT) is controversial. There is a lack of consensus on how COT is defined resulting in unclear clinical guidance. This scoping review identifies and evaluates evolving COT definitions throughout the published clinical and scientific literature. Databases searched included PubMed, Embase, and Web of Science. A total of 227 studies were identified from 8,866 studies published between January 2000 and July 2019. COT definitions were classified by pain population of application and specific dosage/duration definition parameters, with results reported according to PRISMA-ScR. Approximately half of studies defined COT as "days' supply duration >90 days" and 9.3% defined as ">120 days' supply," with other days' supply cut-off points (>30, >60, or >70) each appearing in <5% of total studies. COT was defined by number of prescriptions in 63 studies, with 16.3% and 11.0% using number of initiations or refills, respectively. Few studies explicitly distinguished acute treatment and COT. Episode duration/dosage criteria was used in 90 studies, with 7.5% by Morphine Milligram Equivalents + days' supply and 32.2% by other "episode" combination definitions. COT definitions were applied in musculoskeletal CNCP (60.8%) most often, and typically in adults aged 18 to 64 (69.6%). The usage of ">90 days' supply" COT definitions increased from 3.2 publications/year before 2016 to 20.7 publications/year after 2016. An increasing proportion of studies define COT as ">90 days' supply." The most recent literature trends toward shorter duration criteria, suggesting that contemporary COT definitions are increasingly conservative. PERSPECTIVE: This study summarized the most common, current definition criteria for chronic opioid therapy (COT) and recommends adoption of consistent definition criteria to be utilized in practice and research. The most recent literature trends toward shorter duration criteria overall, suggesting that COT definition criteria are increasingly stringent.
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Affiliation(s)
- Yun Shen
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, Florida
| | - Hemita Bhagwandass
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Tychell Branchcomb
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Sophia A Galvez
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Ivanna Grande
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Julia Lessing
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Mikela Mollanazar
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Natalie Ourhaan
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Razanne Oueini
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Michael Sasser
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Ivelisse L Valdes
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Ashmita Jadubans
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Josef Hollmann
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Michael Maguire
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Silken Usmani
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida
| | - Scott M Vouri
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, Florida
| | - Juan M Hincapie-Castillo
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, Florida; Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Lauren E Adkins
- University of Florida Health Science Center Libraries, Gainesville, Florida
| | - Amie J Goodin
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida; Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, Florida.
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Feng B, Malloch YZ, Kravitz RL, Verba S, Iosif AM, Slavik G, Henry SG. Assessing the effectiveness of a narrative-based patient education video for promoting opioid tapering. PATIENT EDUCATION AND COUNSELING 2021; 104:329-336. [PMID: 32900605 PMCID: PMC7855718 DOI: 10.1016/j.pec.2020.08.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 08/09/2020] [Accepted: 08/13/2020] [Indexed: 05/30/2023]
Abstract
OBJECTIVE To compare effectiveness of a narrative-based educational video versus an informational pamphlet for increasing patients' self-efficacy and intention to taper their opioid use. METHODS Five thousand participants recruited from MTurk were screened to identify eligible patients. Eligible participants (n = 365, 49.9 % female, mean age = 37 years) were randomized to either watch the narrative video or read the pamphlet. Linear regression models were used for the main analysis. RESULTS Participants' perceptions of tapering effectiveness were higher in the video group (mean = 4.06) than the pamphlet group (mean = 3.67), adjusted mean difference = 0.34, 95 %CI 0.13 - 0.54,P < 0.001. Participants' perceptions of tapering self-efficacy were also higher in the video group (mean = 3.97) than the pamphlet group (mean = 3.60), adjusted mean difference = 0.32, 95 %CI 0.09 - 0.55, P < 0.001. Perceived tapering effectiveness and self-efficacy were both positively associated with post-intervention tapering intention (Spearman rank correlation coefficient = 0.38 and 0.53, respectively, both P < 0.001). CONCLUSION A narrative-based video about opioid tapering enhanced patients' perceptions of the effectiveness of tapering and their tapering self-efficacy. PRACTICE IMPLICATIONS Narrative-based videos may be effective for changing patient attitudes about opioid tapering.
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Affiliation(s)
- Bo Feng
- Department of Communication, University of California Davis, Davis, USA.
| | - Yining Z Malloch
- Department of Communication, University of California Davis, Davis, USA
| | - Richard L Kravitz
- Department of Internal Medicine, University of California Davis, Sacramento, USA
| | - Susan Verba
- Department of Design, University of California Davis, Davis, USA
| | - Ana-Maria Iosif
- Department of Public Health Sciences, University of California Davis, Sacramento, USA
| | - George Slavik
- Department of Design, University of California Davis, Davis, USA
| | - Stephen G Henry
- Department of Internal Medicine, University of California Davis, Sacramento, USA
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Predictors of Opioid Prescription After Orthognathic Surgery in Opioid Naive Adults From a Large Database. J Craniofac Surg 2021; 32:978-982. [PMID: 33496521 DOI: 10.1097/scs.0000000000007473] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Orthognathic surgery often requires postoperative opioid pain management. The goal of this study was to examine opioid prescribing patterns in adults after orthognathic surgery and to analyze factors associated with high-dose postoperative opioid administration and persistent opioid use. METHODS We included opioid naive adults in the IBM MarketScan Databases who had undergone orthognathic surgery from 2003 to 2017. Three outcomes were examined: presence of a perioperative outpatient opioid claim; total oral morphine milliequivalents (MMEs) in the perioperative period; and persistent opioid use. Univariate analysis and multiple regression were used to determine associations between the outcomes and independent variables. RESULTS Our study yielded a cohort of 8163 opioid naive adults, 45.6% of whom had an opioid claim in the perioperative period. The average prescribed MMEs in the perioperative period was 466 MMEs total, and 66 MMEs daily. Of patients with an opioid claim, 17.9% had persistent opioid use past 90 days. The presence of a complication was a predictor of having an opioid claim (P<0.001). Increasing age (P<0.001) and days hospitalized (P < 0.001) were associated with increased opioid usage. Persistent opioid use was associated with being prescribed more than 600 MMEs in the perioperative period (P < 0.001), as well as increasing age and days hospitalized. Interestingly, patients undergoing double-jaw surgery did not have significantly more opioids prescribed than those undergoing single-jaw surgery. CONCLUSIONS Prescription opioids are relatively uncommon after jaw surgery, although 17.9% of patients continue to use opioids beyond 3 months after surgery. Predictors of persistent opioid use in this population include the number of days hospitalized, increasing age, and increasing amount of opioid prescribed postoperatively.
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22
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Association Between In-Clinic Opioid Administration and Discharge Opioid Prescription in Urgent Care: a Retrospective Cohort Study. J Gen Intern Med 2021; 36:43-50. [PMID: 32728954 PMCID: PMC7859130 DOI: 10.1007/s11606-020-06059-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 07/13/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND Emergency departments increasingly use nonopioid analgesics to manage acute pain and minimize opioid-related harms. Urgent care centers are expanding to lower costs and provide efficient access to healthcare. General internists increasingly work in these acute care settings. Much is known about opioid prescribing in the primary care, inpatient, and emergency department setting. Little is known about opioid prescribing in the urgent care setting and associated outcomes. OBJECTIVES To assess the association between in-clinic opioid administration and opioid receipt at clinic discharge and on progression to chronic opioid use among urgent care patients. DESIGN Retrospective cohort study. PARTICIPANTS Patients, 20 years or older and not on opioid medications, who presented for care to an urgent care clinic within a safety-net healthcare system from June 1, 2016, to April 30, 2019. MAIN MEASURES We examined the association between the in-clinic administration of oral or intravenous opioids and opioid receipt at clinic discharge. We also examined the association between in-clinic opioid administration and progression to chronic opioid use after six months. KEY RESULTS The study sample included 34,978 patients, of which 13.8% (n = 4842) received in-clinic opioids and 86.2% (n = 30,136) did not receive in-clinic opioids. After adjusting for age, gender, race/ethnicity, insurance, and pain diagnosis, patients who received in-clinic opioids were more likely to receive opioids at discharge compared to patients who did not receive in-clinic opioids (aOR = 12.30, 95% CI 11.44-13.23). Among a selected cohort of patients, in-clinic opioid administration was associated with progression to chronic opioid use (aOR = 2.12, 95% CI 1.66-2.71). CONCLUSIONS In-clinic opioid administration was strongly associated with opioid receipt at discharge and progression to chronic opioid use. Increased use of nonopioid analgesics in urgent care could likely reduce this association and limit opioids available for diversion, overdose, and death.
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23
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Binswanger IA, Glanz JM, Faul M, Shoup JA, Quintana LM, Lyden J, Xu S, Narwaney KJ. The Association between Opioid Discontinuation and Heroin Use: A Nested Case-Control Study. Drug Alcohol Depend 2020; 217:108248. [PMID: 32927194 PMCID: PMC10959283 DOI: 10.1016/j.drugalcdep.2020.108248] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/12/2020] [Accepted: 08/15/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Opioid prescribing guidelines recommend reducing or discontinuing opioids for chronic pain if harms of opioid treatment outweigh benefits. As opioid discontinuation becomes more prevalent, it is important to understand whether opioid discontinuation is associated with heroin use. In this study, we sought to assess the association between opioid discontinuation and heroin use documented in the medical record. METHODS A matched nested case-control study was conducted in an integrated health plan and delivery system in Colorado. Patients receiving opioid therapy in the study period (January 2006-June 2018) were included. Opioid discontinuation was defined as ≥45 days with no opioids dispensed after initiating opioid therapy. The heroin use onset date represented the index date. Case patients were matched to up to 20 randomly selected patients without heroin use (control patients) by age, sex, calendar time, and time between initiating opioid therapy and the index date. Conditional logistic regression models estimated matched odds ratios (mOR) for the association between an opioid discontinuation prior to the index date and heroin use. RESULTS Among 22,962 patients prescribed opioid therapy, 125 patients (0.54%) used heroin after initiating opioid therapy, of which 74 met criteria for inclusion in the analysis. The odds of opioid discontinuation were approximately two times higher in case patients (n = 74) than control patients (n = 1045; mOR = 2.19; 95% CI 1.27-3.78). CONCLUSIONS Among patients prescribed chronic opioid therapy, the observed increased risk for heroin use associated with opioid discontinuation should be balanced with potential benefits.
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Affiliation(s)
- Ingrid A Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO; Colorado Permanente Medical Group, Aurora, CO; Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO.
| | - Jason M Glanz
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO; Colorado School of Public Health, Aurora, CO
| | - Mark Faul
- Centers for Disease Control and Prevention, Atlanta, GA
| | - Jo Ann Shoup
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
| | - LeeAnn M Quintana
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
| | - Jennifer Lyden
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO; Denver Health, Department of Medicine, Denver, CO
| | - Stan Xu
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO; Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Komal J Narwaney
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
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24
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Hayes CJ, Krebs EE, Hudson T, Brown J, Li C, Martin BC. Impact of opioid dose escalation on the development of substance use disorders, accidents, self-inflicted injuries, opioid overdoses and alcohol and non-opioid drug-related overdoses: a retrospective cohort study. Addiction 2020; 115:1098-1112. [PMID: 31944486 PMCID: PMC7263736 DOI: 10.1111/add.14940] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 09/10/2019] [Accepted: 12/06/2019] [Indexed: 12/11/2022]
Abstract
AIM To understand the potential harmful effects of dose escalation among patients with chronic, non-cancer pain (CNCP) on chronic opioid therapy. DESIGN Retrospective cohort study. SETTING United States Veterans Healthcare Administration. PARTICIPANTS Veterans with CNCP and on chronic opioid therapy were identified using data from fiscal years 2008-15. The Veteran sample was approximately 90% male and 70% white. MEASUREMENTS Dose escalators [increase of > 20% average morphine milligram equivalent (MME) daily dose] were compared with dose maintainers (change of ±20% average MME daily dose). A composite measure of subsequent substance use disorders (SUDs: opioid, non-opioid and alcohol use disorders) and opioid-related adverse outcomes (AOs: accidents resulting in wounds/injuries, opioid-related and alcohol and non-opioid medication-related accidents and overdoses, self-inflicted injuries) as well as the individual SUDs and AOs was examined. The primary analyses were conducted among a 1 : 1 matched sample of escalators and maintainers matched on propensity score and index date. Propensity scores were generated using demographic characteristics, medical comorbidities, medication and health-care utilization characteristics. Subgroup analyses were conducted by quartile of the propensity score. Sensitivity analyses were conducted using adjusted logistic regression, logistic regression using stabilized inverse probability of treatment weighting (SIPTW) and instrumental variable (IV) models using geographic variation in opioid dose escalation as the IV. FINDINGS There were 32 420 maintainers and 20 767 escalators resulting in 19 358 (93.2%) matched pairs. Composite AOs [odds ratio (OR) = 1.31, 95% confidence interval (CI) = 1.23, 1.40], composite SUDs (OR = 1.31, 95% CI = 1.22, 1.41) and individual SUD and AO subtypes were higher among dose escalators, except for opioid-related accidents and overdoses and violence-related injuries. Subgroup analyses within the propensity score quartiles found similar results. Sensitivity analyses with the adjusted and SIPTW logistic regressions found similar results to the primary analyses for all outcomes except for opioid-related accidents and overdoses, which were found to be significantly higher among escalators. Sensitivity analyses with IV models provided mixed results with SUDs and the individual types of AOs. CONCLUSION Escalating the opioid dose for those with chronic, non-cancer pain is associated with increased risks of substance use disorder and opioid-related adverse outcomes.
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Affiliation(s)
- Corey J. Hayes
- Division of Health Services Research, College of Medicine,
University of Arkansas for Medical Sciences, 4301 West Markham, Slot 755 Little
Rock, AR 72205
- Center for Mental Healthcare and Outcomes Research, Central
Arkansas Veterans Healthcare System, 4301 West Markham, Slot 755 Little Rock, AR
72205
| | - Erin E. Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis
VA Healthcare System, 1 Veterans Dr, Minneapolis, MN 55417
- Department of Medicine, University of Minnesota Medical
School, 1 Veterans Dr, Minneapolis, MN 55417
| | - Teresa Hudson
- Division of Health Services Research, College of Medicine,
University of Arkansas for Medical Sciences, 4301 West Markham, Slot 755 Little
Rock, AR 72205
- Center for Mental Healthcare and Outcomes Research, Central
Arkansas Veterans Healthcare System, 4301 West Markham, Slot 755 Little Rock, AR
72205
| | - Joshua Brown
- Center for Drug Evaluation and Safety, Department of
Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, 1225
Center Drive HPNP #3334 Gainesville, FL 32610
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College
of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham, Slot
522 Little Rock, AR 72205
| | - Bradley C. Martin
- Division of Pharmaceutical Evaluation and Policy, College
of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham, Slot
522 Little Rock, AR 72205
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Curseen KA, Taj J, Grant Q. Pain Management in Patients with Serious Illness. Med Clin North Am 2020; 104:415-438. [PMID: 32312407 DOI: 10.1016/j.mcna.2020.01.005] [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] [Indexed: 11/25/2022]
Abstract
Managing pain in patients with serious illness can be complex. However, pain is often a prominent symptom in patients with malignant and nonmalignant serious illness and providers have to be adept at balancing effective pain management and safety. Clinicians should start with a standard pain assessment that lays important groundwork for developing a tailored multimodal approach to pain management. It is important to identify physical causes of pain and also existential causes. Opioids are not always appropriate but are still an important tool for managing pain. Basic opioid management and safe practices are essential when managing this population.
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Affiliation(s)
- Kimberly Angelia Curseen
- Internal Medicine, Division of Palliative Medicine, Family and Preventive Medicine Emory School of Medicine, Emory Palliative Care Center, 1821 Clifton Road, Northeast, Suite 1017, Atlanta, GA 30329, USA.
| | - Jabeen Taj
- Hospice and Palliative Medicine, Cardiac Palliative Care, Medicine, Division of Palliative Medicine, Family and Preventive Medicine Emory School of Medicine, Emory University Hospital, 1821 Clifton Road, Northeast, Suite 1017, Atlanta, GA 30329, USA
| | - Quintesia Grant
- Palliative and Supportive Care, Grady Memorial Hospital, Harbor Grace Hospice, Atlanta, GA, USA; Medicine, Division of Palliative Medicine, Family and Preventive Medicine Emory School of Medicine, 1821 Clifton Road, Northeast, Suite 1017, Atlanta, GA 30329, USA
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Hadlandsmyth K, Mosher HJ, Vander Weg MW, O’Shea AM, McCoy KD, Lund BC. Utility of accumulated opioid supply days and individual patient factors in predicting probability of transitioning to long-term opioid use: An observational study in the Veterans Health Administration. Pharmacol Res Perspect 2020; 8:e00571. [PMID: 32126163 PMCID: PMC7053662 DOI: 10.1002/prp2.571] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 02/06/2020] [Indexed: 12/31/2022] Open
Abstract
Initial supply days dispensed to new users is strongly predictive of future long-term opioid use (LTO). The objective was to examine whether a model integrating additional clinical variables conferred meaningful improvement in predicting LTO, beyond a simple approach using only accumulated supply. Three cohorts were created using Veteran's Health Administration data based on accumulated supply days during the 90 days following opioid initiation: (a) <30 days, (b) ≥30 days, (c) ≥60 days. A base, unadjusted probability of subsequent LTO (days 91-365) was calculated for each cohort, along with an associated risk range based on midpoint values between cohorts. Within each cohort, log-binomial regression modeled the probability of subsequent LTO, using demographic, diagnostic, and medication characteristics. Each patient's LTO probability was determined using their individual characteristic values and model parameter estimates, where values falling outside the cohort's risk range were considered a clinically meaningful change in predictive value. Base probabilities for subsequent LTO and associated risk ranges by cohort were as follows: (a) 3.92% (0%-10.75%), (b) 17.59% (10.76%-28.05%), (c) 38.53% (28.06%-47.55%). The proportion of patients whose individual probability fell outside their cohort's risk range was as follows: 1.5%, 4.6%, and 9.2% for cohorts 1, 2, and 3, respectively. The strong relationship between accumulated supply days and future LTO offers an opportunity to leverage electronic healthcare records for decision support in preventing the initiation of inappropriate LTO through early intervention. More complex models are unlikely to meaningfully guide decision making beyond the single variable of accumulated supply days.
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Affiliation(s)
- Katherine Hadlandsmyth
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
- Department of AnesthesiaCarver College of MedicineUniversity of Iowa Iowa CityIowa CityIAUSA
| | - Hilary J. Mosher
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
- Department of Internal MedicineCarver College of MedicineUniversity of IowaIowa CityIAUSA
| | - Mark W. Vander Weg
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
- Department of Internal MedicineCarver College of MedicineUniversity of IowaIowa CityIAUSA
| | - Amy M. O’Shea
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
- Department of Internal MedicineCarver College of MedicineUniversity of IowaIowa CityIAUSA
| | - Kimberly D. McCoy
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
| | - Brian C. Lund
- Center for Access and Delivery Research and Evaluation (CADRE)Iowa City VA Healthcare SystemIowa CityIAUSA
- Veterans Rural Health Resource CenterIowa City VA Healthcare SystemIowa CityIAUSA
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Craker NC, Gal TJ, Wells L, Schadler A, Pruden S, Aouad RK. Chronic Opioid Use after Laryngeal Cancer Treatment: A VA Study. Otolaryngol Head Neck Surg 2020; 162:492-497. [PMID: 32093569 DOI: 10.1177/0194599820904693] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To investigate opioid utilization in veterans undergoing laryngeal cancer treatment and describe the risk of chronic use after treatment cessation. STUDY DESIGN A retrospective cohort study. SETTING A single Veterans Health Administration site. SUBJECTS AND METHODS Veterans with newly diagnosed and treated laryngeal cancer with attributable opioid use from 2005 to 2015. Milligram morphine equivalents (MMEs) were calculated from 90 days prior to diagnosis for up to 1 year. Adjuvant pain medications filled 30 days prior to and up to a year from the date of diagnosis were assessed. RESULTS Of 74 veterans with biopsy-proven laryngeal carcinoma, 73 (98.6%) were male and 71 (96%) were white. Forty-three (58%) patients were stage 0/I/II; 31 (42%) were III/IV. Eleven (14.9%) were treated with surgery alone, 35 (47.3%) with radiation alone, and 28 (38%) with multimodal therapy. Twenty-four (32.4%) patients had preexisting opioid use prior to cancer diagnosis. Patients who used opioids more than 30 days prior to date of diagnosis were found to be 10 times more likely to have persistent opioid use at 90 days (P = .0024) and 8 times more likely to have chronic use at 360 days (P = .0041). Maximum MMEs within 1 year of diagnosis were significantly associated with chronic use at 90 days (P = .00045) and chronic use at 360 days (P = .0006). CONCLUSION Preexisting opioid use and maximum MMEs are strongly associated with chronic opioid use among veterans treated for laryngeal carcinoma independent of stage and treatment type.
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Affiliation(s)
- Nicole C Craker
- Department of Otolaryngology, University of Kentucky Medical Center, Lexington, Kentucky, USA
| | - Thomas J Gal
- Department of Otolaryngology, University of Kentucky Medical Center, Lexington, Kentucky, USA
| | - Lindsay Wells
- Veterans Health Administration Health Care System, Lexington, Kentucky, USA
| | - Aric Schadler
- College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
| | - Samuel Pruden
- College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
| | - Rony K Aouad
- Department of Otolaryngology, University of Kentucky Medical Center, Lexington, Kentucky, USA
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Nguyen BN, Barta RJ, Stewart CE, Wheelwright M, Heinrich CA. Ketorolac for Patients Undergoing Implant-Based Breast Reconstruction: Impact on Hospital Length of Stay and Postoperative Narcotic Use. Aesthet Surg J 2020; 40:174-179. [PMID: 31250006 DOI: 10.1093/asj/sjz179] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Opioid drugs have been a mainstay medication for the management of postoperative pain for several decades; however, in recent years there has been a push towards investigating alternative treatment options. Although ketorolac has been widely used by other medical and surgical specialties for analgesia, its utilization in plastic surgery has been widely debated. OBJECTIVES The purpose of this study was to investigate the efficacy of ketorolac as an adjunct in postoperative pain management. METHODS The authors performed a retrospective review of patients who underwent implant-based breast reconstruction after mastectomy between January 2012 and December 2016. Other risk factors, such as chronic anticoagulation, aspirin, or coagulopathies, were documented as well. RESULTS There were 198 patients who met the inclusion criteria. The results demonstrated that patients who received ketorolac utilized significantly fewer narcotics than patients who did not: 80 mg vs 108.8 mg (P = 0.002), respectively. The results showed that patients who received ketorolac had a decreased length of hospitalization: 1.9 days vs 2.1 days (P = 0.04), respectively. CONCLUSIONS Generous narcotic prescribing has received greater scrutiny in recent years. Aside from the risk of increased narcotic availability in the community, the side effects of nausea, puritis, and constipation delay patient recovery. These data show that patients who received ketorolac have a decreased length of hospital stay and lower narcotic use, suggesting ketorolac may be a safe and cost-effective adjustment to a multi-modal pain control regimen postoperatively.
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Affiliation(s)
| | - Ruth J Barta
- Division of Plastic Surgery, Albany Medical Center, Albany, NY
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Jivraj NK, Scales DC, Gomes T, Bethell J, Hill A, Pinto R, Wijeysundera DN, Wunsch H. Evaluation of opioid discontinuation after non-orthopaedic surgery among chronic opioid users: a population-based cohort study. Br J Anaesth 2020; 124:281-291. [PMID: 32000975 DOI: 10.1016/j.bja.2019.12.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 11/29/2019] [Accepted: 12/09/2019] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Many patients use opioids chronically before surgery; it is unclear if surgery alters the likelihood of ongoing opioid consumption in these patients. METHODS We performed a population-based matched cohort study of adults in Ontario, Canada undergoing one of 16 non-orthopaedic surgical procedures and who were chronically using opioids, defined as (1) an opioid prescription that overlapped the index date and (2) either a total of 120 or more cumulative calendar days of filled opioid prescriptions, or 10 or more prescriptions filled in the prior year. Each surgical patient was matched based on age, sex, Charlson comorbidity index, and daily preoperative opioid dose to three non-surgical patients who were also chronic opioid users. The primary outcome was time to opioid discontinuation. RESULTS The cohort included 4755 surgical and 14 265 matched non-surgical patients. After adjustment for sociodemographic characteristics and comorbidities, surgery was associated with an increased likelihood of opioid discontinuation (adjusted hazard ratio: 1.34, 95% confidence interval [CI]: 1.27, 1.42). Among surgical patients, factors associated with a reduced odds of discontinuation included a mean preoperative opioid dose above 90 morphine milligram equivalents (adjusted odds ratio [aOR]: 0.39; 95% CI: 0.32, 0.49) or filling a prescription for oxycodone (aOR: 0.73; 95% CI: 0.56, 0.98). Receipt of an in-patient Acute Pain Service consultation (aOR: 1.34; 95% CI: 1.06, 1.69) or residing in the highest neighbourhood income quintile (aOR: 1.35; 95% CI: 1.04, 1.79) were associated with a greater odds of opioid discontinuation. CONCLUSIONS For chronic opioid users, surgery was associated with an increased likelihood of discontinuation of opioids in the following year compared with non-surgical chronic opioid users.
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Affiliation(s)
- Naheed K Jivraj
- Department of Anaesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada; Institute of Health Policy Management and Evaluation, Toronto, ON, Canada; ICES, Toronto, ON, Canada.
| | - Damon C Scales
- Institute of Health Policy Management and Evaluation, Toronto, ON, Canada; Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada; Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; Sunnybrook Research Institute, Toronto, ON, Canada; ICES, Toronto, ON, Canada
| | - Tara Gomes
- Institute of Health Policy Management and Evaluation, Toronto, ON, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; ICES, Toronto, ON, Canada
| | | | - Andrea Hill
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Sunnybrook Research Institute, Toronto, ON, Canada
| | - Ruxandra Pinto
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Duminda N Wijeysundera
- Institute of Health Policy Management and Evaluation, Toronto, ON, Canada; Department of Anaesthesia and Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; ICES, Toronto, ON, Canada
| | - Hannah Wunsch
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada; Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Sunnybrook Research Institute, Toronto, ON, Canada; ICES, Toronto, ON, Canada
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Skadberg RM, Moore TM, Elledge LC. A 20-year study of the bidirectional relationship between anxious and depressive symptomology and pain medication usage. Pain Manag 2020; 10:13-22. [DOI: 10.2217/pmt-2019-0037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To investigate the 20-year relationship between anxiety, depression and pain medication use. Patients: A total of 521 individuals reporting chronic pain from the National Survey of Midlife Development in the USA (MIDUS) study. Methods: Structural equation modeling of 20-year longitudinal survey data. Results: Over 20 years, a bidirectional relationship between depression and anxiety in individuals with chronic pain was indicated. Pain medication utilization predicted later use at 10 years. Pain medication use was not strongly related to later anxiety; however, heightened anxiety was associated with later use. Conclusion: Depression and anxiety show an extensive long-term bidirectional relationship. While there was little indication of a relationship between pain medication use and later negative mood, anxiety was associated with subsequent pain medication use.
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Affiliation(s)
- Rebecca M Skadberg
- Department of Psychology, The University of Tennessee, Knoxville, TN 37996, USA
| | - Todd M Moore
- Department of Psychology, The University of Tennessee, Knoxville, TN 37996, USA
| | - L Christian Elledge
- Department of Psychology, The University of Tennessee, Knoxville, TN 37996, USA
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Musich S, Wang SS, Slindee LB, Ruiz J, Yeh CS. Concurrent Use of Opioids with Other Central Nervous System-Active Medications Among Older Adults. Popul Health Manag 2019; 23:286-296. [PMID: 31765280 PMCID: PMC7406999 DOI: 10.1089/pop.2019.0128] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The primary objective was to determine the prevalence and characteristics of older adults concurrently using opioids and other central nervous system (CNS)-active medications, and the specialties of providers who ordered the medications. A secondary objective was to document medication-related adverse effects associated with such concurrent drug use. Study populations were identified as older adults aged ≥65 years with 1 year continuous medical and drug plan enrollment during 2017 and opioid use of ≥2 prescriptions for ≥15 days' supply. CNS-active medications included benzodiazepines, non-benzodiazepine hypnotics, muscle relaxants, antipsychotics, and gabapentinoids. Provider specialties were identified from the National Provider Identification database. Characteristics associated with opioids only, opioids plus 1, and opioids plus ≥2 additional CNS-active medications were determined using multinomial logistic regression. Outcome measures during 2017 included injurious falls/fractures and ≥3 emergency room (ER) visits. Among eligible insureds (N = 209,947), 57% used opioids only, 28% used opioids plus 1 additional CNS medication, and 15% used ≥2 additional medications. About 60% of opioids and other concurrent CNS medications were prescribed by the same provider, generally a primary care provider. Benzodiazepines and gabapentinoids were most often used concurrently with opioids. Health status, insomnia, anxiety, depression, and low back pain had the strongest associations with concurrent medication use. Overall, concurrent use with ≥2 CNS medications increased the likelihood of injurious falls/fractures or ≥3 ER visits in this population by about 18% and 21%, respectively. Both patients and providers may benefit from an awareness of adverse outcomes associated with concurrent opioid and other CNS-active medication use.
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Affiliation(s)
- Shirley Musich
- Research for Aging Populations, Optum, Ann Arbor, Michigan, USA
| | - Shaohung S Wang
- Research for Aging Populations, Optum, Ann Arbor, Michigan, USA
| | - Luke B Slindee
- Informatics & Data Science, Optum, Minneapolis, Minnesota, USA
| | - Joann Ruiz
- Medicare & Retirement, UnitedHealthcare, Minneapolis, Minnesota, USA
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Goplen CM, Randall JR, Kang SH, Vakilian F, Jones CA, Voaklander DC, Beaupre LA. The Influence of Allowable Refill Gaps on Detecting Long-Term Opioid Therapy: An Analysis of Population-Based Administrative Dispensing Data Among Patients with Knee Arthritis Awaiting Total Knee Arthroplasty. J Manag Care Spec Pharm 2019; 25:1064-1072. [PMID: 31556825 PMCID: PMC10401997 DOI: 10.18553/jmcp.2019.25.10.1064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND It is challenging to detect long-term opioid therapy (LTOT) using administrative data, as refill gaps can disrupt opioid utilization episodes. Previous studies have used various methods to define LTOT and allowable refill gaps with little supporting evidence. OBJECTIVE To describe the effect of allowable refill gaps on detecting LTOT among a cohort of patients with arthritis awaiting total knee arthroplasty (TKA) using 3 different methods. METHODS A retrospective analysis of multicenter population-based data between January 1, 2012, and December 31, 2016, identified patients prescribed opioids before TKA in Alberta, Canada. We described 3 methods to detect LTOT based on a (1) fixed number of days between prescriptions; (2) fraction of the preceding prescription length; and (3) combination method that selected whichever refill gap was greatest. We then compared the number of patients classified as long-term opioid users by varying the number of days between prescriptions from 1-90 days (fixed method) or 0.04-3.2 times the duration (fraction method) for each method and refill gap. RESULTS Of the 14,252 patients included in our cohort, 4,393 patients (31%) had an opioid prescription within 180 days before TKA. Detection of LTOT varied from 4.4% to 14.6% (fixed method), 4.2% to 13.2% (fraction method), and 4.5% to 15.1% (mixed method) as refill gaps varied from minimum to maximum. As refills gaps increased, the dose and duration of opioids in the utilization episode decreased for all 3 methods. CONCLUSIONS The allowable refill gap between opioid prescriptions can influence the estimated rate of LTOT when using administrative pharmaceutical dispensing data. Definitional parameters should be carefully considered when using administrative data to define consistent opioid use. DISCLOSURES This work was supported by the Department of Surgery's Clinical Research Grant at the University of Alberta (RES0039945). The authors have no potential conflicts of interest.
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Affiliation(s)
| | - Jason R. Randall
- School of Public Health, University of Alberta, Edmonton, Canada
| | - Sung Hyun Kang
- Alberta Bone and Joint Institute, Calgary, Alberta, Canada
| | - Fatemeh Vakilian
- School of Public Health, University of Alberta, Edmonton, Canada
| | | | | | - Lauren A. Beaupre
- Department of Surgery and Department of Physical Therapy, University of Alberta, Edmonton, Canada
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Opioid Use After ICU Admission Among Elderly Chronic Opioid Users in Ontario: A Population-Based Cohort Study. Crit Care Med 2019; 46:1934-1942. [PMID: 30222633 DOI: 10.1097/ccm.0000000000003401] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVES Critical illness is often associated with painful procedures and prolonged opioid infusions, raising the concern that chronic opioid users may be exposed to escalating doses that are continued after hospital discharge. We sought to assess patterns of opioid use after intensive care among elderly patients identified as chronic opioid users prior to hospitalization. DESIGN Population-based cohort study. SETTING All adult ICUs in the province of Ontario, Canada. PARTICIPANTS Elderly patients (> 65 yr) admitted to ICUs between April 2002 and March 2015 who also survived to day 180 after hospital discharge, identified as chronic opioid users prior to hospitalization. EXPOSURE Chronic opioid use in the year before hospital admission, as well as a filled opioid prescription with a duration covering the day of hospital admission. MEASUREMENTS AND MAIN RESULTS The primary outcome was the proportion of patients who filled an opioid prescription with a duration covering day 180 after hospital discharge; secondary outcome was the difference in morphine equivalent daily dosage at day 180 after discharge compared with the amount prescribed prior to hospital admission. Of 496,985 elderly admissions to ICUs, 19,584 (3.9%) were chronic opioid users before hospitalization who also survived to day 180 after hospital discharge. The median daily dose of opioid prescriptions filled before hospital admission was 32.1 mg morphine equivalent (interquartile range, 17.5-75.0 mg morphine equivalent). Among these survivors, 63.3% had at least one opioid prescription filled with a duration covering day 180; 22.0% had filled prescriptions for a higher daily morphine equivalent dose compared with prehospitalization, 19.8% were unchanged, 21.5% had a lower dose, and 36.7% had no prescription filled. The majority of reduction was in prescriptions for codeine and oxycodone. CONCLUSIONS Among chronic opioid users, hospitalization with critical illness was not associated with substantial increases in opioids prescribed in the 6 months following hospitalization.
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Adams RS, Thomas CP, Ritter GA, Lee S, Saadoun M, Williams TV, Larson MJ. Predictors of Postdeployment Prescription Opioid Receipt and Long-term Prescription Opioid Utilization Among Army Active Duty Soldiers. Mil Med 2019; 184:e101-e109. [PMID: 30007291 DOI: 10.1093/milmed/usy162] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/10/2018] [Indexed: 12/12/2022] Open
Abstract
Introduction Little is known about long-term prescription opioid utilization in the Military Health System. The objectives of this study were to examine predictors of any prescription opioid receipt, and predictors of long-term opioid utilization among active duty soldiers in the year following deployment. Materials and Methods The analytic sample consisted of Army active duty soldiers returning from deployment to Operation Enduring Freedom, Operation Iraqi Freedom, or Operation New Dawn in fiscal years 2008-2014 (N = 540,738). The Heckman probit procedure was used to jointly examine predictors of any opioid prescription receipt and long-term opioid utilization (i.e., an episode of 90 days or longer where days-supply covered at least two-thirds of days) in the postdeployment year. Predictors were based on diagnoses and characteristics of opioid prescriptions. Results More than one-third of soldiers (34.8%, n = 188,211) had opioid receipt, and among those soldiers, 3.3% had long-term opioid utilization (or 1.1% of the cohort, n = 6,188). The largest magnitude predictors of long-term opioid utilization were receiving a long-acting opioid within the first 30 days of the episode, diagnoses of chronic pain (no specified source), back/neck pain, or peripheral/central nervous system pain, and severe pain score in vital records. Conclusions Soldiers returning from deployment were more likely to receive an opioid prescription than the overall active duty population, and 1.1% initiated a long-term opioid episode. We report a declining rate of opioid receipt and long-term opioid utilization among Army members from fiscal years 2008-2014. This study demonstrates that the most important predictors of opioid receipt were not demographic factors, but generally clinical indicators of acute pain or physical trauma.
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Affiliation(s)
- Rachel Sayko Adams
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
| | - Cindy Parks Thomas
- Schneider Institute for Health Policy, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
| | - Grant A Ritter
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
| | - Sue Lee
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
| | - Mayada Saadoun
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
| | | | - Mary Jo Larson
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street, Waltham, MA
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Kuo AC, Raghunathan K, Lartigue AM, Bryan WE, Pepin MJ, Takemoto S, Wallace AW. Freedom From Opioids After Total Knee Arthroplasty. J Arthroplasty 2019; 34:893-897. [PMID: 30777627 DOI: 10.1016/j.arth.2019.01.054] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Accepted: 01/21/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND In the United States, opioids are commonly prescribed to treat knee pain after total knee arthroplasty (TKA). While surgery leads to decreased pain in most patients, a sizable minority continue to experience severe pain and consume opioids chronically after TKA. We sought to determine the population-level effect of TKA on opioid consumption by detailing the pattern of opioid prescriptions before and after surgery. METHODS We retrospectively identified US Veterans Health Administration TKA patients from 2010 to 2015. Outpatient opioid prescriptions were identified from 18 months before to 18 months after surgery, and mean daily opioid doses were calculated. Our primary end point was the achievement of opioid-freedom, defined as a period of at least 6 months without opioids. We compared the percentage of patients who were opioid-free preoperatively to the percentage who were opioid-free 18 months after surgery (no prescriptions after postoperative month 12). We identified factors associated with opioid-freedom. RESULTS In a cohort of 33,927 patients, 41% were opioid-free in the month before surgery compared to 54% 18 months after surgery (P < .001). Preoperative freedom from opioids (odds ratio, 4.59; 95% confidence interval, 4.34 to 4.85; P < .001) was more strongly associated with postoperative freedom from opioids than patient medical and social factors. CONCLUSION TKA was associated with an increase in postoperative freedom from opioids. Low preoperative dose of opioids was more strongly associated with postoperative opioid-freedom than patient characteristics, suggesting that opioid prescription patterns are a chief driver of opioid use after surgery. LEVEL OF EVIDENCE III Retrospective cohort study.
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Affiliation(s)
- Alfred C Kuo
- Department of Orthopaedic Surgery, University of California, San Francisco, CA; Orthopaedic Section, San Francisco Veterans Affairs Medical Center, San Francisco, CA
| | - Karthik Raghunathan
- Department of Anesthesiology, Duke University Medical Center, Durham, NC; The Patient Safety Center of Inquiry, Durham Veterans Affairs Medical Center, Durham, NC
| | - Alain M Lartigue
- Anesthesiology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA
| | - William E Bryan
- Pharmacy Service, Durham Veterans Affairs Health Care System, Durham, NC
| | - Marc J Pepin
- Pharmacy Service, Durham Veterans Affairs Health Care System, Durham, NC
| | - Steven Takemoto
- The Patient Safety Center of Inquiry, Durham Veterans Affairs Medical Center, Durham, NC; Anesthesiology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA
| | - Arthur W Wallace
- Anesthesiology Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA
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Abstract
Benzodiazepines and opioids are commonly used among veterans suffering from mental health disorders and pain conditions. The objective of this study is to determine whether concomitant benzodiazepine-opioid use increases the incidence of adverse outcomes above the baseline risk of nonacute opioid-only use. The dataset contained all veterans who filled at least 1 opioid prescription during the years 2008 to 2012. Nonacute opioid use was defined as having opioid prescriptions greater than or equal to 20 days within a 60-day period. Concomitant use was defined as having opioid and benzodiazepine prescriptions that overlapped for at least 7 days. Nonacute opioid-only users were matched to concomitant opioid-benzodiazepine users based on propensity scores. A 365-day observation period was used to identify adverse outcomes. The primary outcome examines the existence of one or more of the following outcomes: opioid-related accidents and overdoses, alcohol- and nonopioid drug-related accidents and overdoses, self-inflicted injuries, violence-related injuries, wounds/injuries overall, and death. A logistic propensity score adjusted regression controlling for propensity toward concomitant use was used to determine the association of concomitant use with adverse outcomes. The final matched sample consisted of 396,141 nonacute opioid-only using veterans and 48,971 concomitant benzodiazepine-opioid users. Receiving opioids and benzodiazepines concomitantly increased the risk of experiencing an adverse outcome with an odds ratio of 1.359 (95% confidence interval: 1.320-1.400; P < 0.0001). Among veterans receiving opioids, concomitant benzodiazepine use is associated with an increased risk of adverse outcomes when compared to the baseline risk of opioid-only using veterans.
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Wyse JJ, Morasco BJ, Dobscha SK, Demidenko MI, Meath THA, Lovejoy TI. Provider reasons for discontinuing long-term opioid therapy following aberrant urine drug tests differ based on the type of substance identified. J Opioid Manag 2018; 14:295-303. [PMID: 30234926 DOI: 10.5055/jom.2018.0461] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Urine drug testing (UDT) is increasingly performed as a means of identifying aberrant behavior that may be grounds for discontinuation of long-term opioid therapy (LTOT). Little is known, however, about the ways in which positive UDT results may differentially inform decisions to discontinue LTOT based on the type of substance for which the UDT screened positive. The aim of this study was to examine the likelihood of clinician-initiated discontinuation of LTOT attributed to positive UDT results across three discrete categories of substances: (1) cannabis, (2) alcohol or illicit substances (excluding cannabis), and (3) controlled prescription medications that were not prescribed. DESIGN This retrospective study utilized the US Department of Veterans Affairs (VA) Health Care System. Corporate Data Warehouse to assemble a sample of 600 patients with substance use disorders and matched controls who were discontinued from LTOT in 2012. Comprehensive manual medical record review identified UDT results in the year prior to discontinuation and reason(s) for discontinuation. PATIENTS, PARTICIPANTS Patients with one or more UDTs positive for a single substance (N = 185) comprised the study sample. MAIN OUTCOME MEASURE(S) Likelihood of clinician-initiated discontinuation attributed to a positive UDT across the three categories. RESULTS Patients with one or more UDTs positive for cannabis were more likely to be discontinued from opioid therapy as a result of the positive UDT compared to those with one or more UDTs positive for nonprescribed prescription medication (adjusted odds ratio [OR] = 18.05, 95% CI = 7.29-44.66). Similarly, patients with UDTs positive for alcohol or illicit substances were more likely to be discontinued for the positive UDTs relative to patients who tested positive for nonprescribed prescription medications (adjusted OR = 13.10, 95% CI = 4.81-35.68). No difference in UDT-related discontinuation decisions was evident between patients with UDTs positive for alcohol/illicit substances versus cannabis (adjusted OR = 1.47, 95% CI = 0.57-3.77). CONCLUSIONS High odds of UDT-related discontinuation were found in patients who tested positive for cannabis, alcohol, or illicit substances, relative to nonprescribed prescription medications.
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Affiliation(s)
- Jessica J Wyse
- Postdoctoral Fellow, Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon; Research Assistant Professor, OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, Oregon
| | - Benjamin J Morasco
- Core Investigator, Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon; Associate Professor, Department of Psychiatry, Oregon Health & Science University, Portland, Oregon
| | - Steven K Dobscha
- Director, Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon; Professor, Department of Psychiatry, Oregon Health & Science University, Portland, Oregon
| | - Michael I Demidenko
- Graduate Student, Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Thomas H A Meath
- Research Associate, Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, Oregon
| | - Travis I Lovejoy
- Core Investigator, Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon; Assistant Professor, Department of Psychiatry and School of Public Health, Oregon Health & Science University, Portland, Oregon
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Decline in Prescription Opioids Attributable to Decreases in Long-Term Use: A Retrospective Study in the Veterans Health Administration 2010-2016. J Gen Intern Med 2018; 33:818-824. [PMID: 29380212 PMCID: PMC5975137 DOI: 10.1007/s11606-017-4283-8] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 11/16/2017] [Accepted: 12/14/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Improved understanding of temporal trends in short- and long-term opioid prescribing may inform efforts to curb the opioid epidemic. OBJECTIVE To characterize the prevalence of short- and long-term opioid prescribing in the Veterans Health Administration (VHA) from 2010 to 2016. DESIGN Observational cohort study using VHA databases. PARTICIPANTS All patients receiving at least one outpatient prescription through the VHA during calendar years 2010 through 2016. MAIN MEASURES Prevalence of opioid use from 2010 through 2016, stratified by short-term, intermediate-term, and long-term use. Temporal trends in discontinuation among existing long-term users and initiation of new long-term use and the net impact on rates of long-term opioid use. Relative likelihood of transitioning to long-term opioid use contrasted with use patterns in the prior year. KEY RESULTS The prevalence of opioid prescribing was 20.8% in 2010, peaked at 21.2% in 2012, and declined annually to 16.1% in 2016. Between 2010 and 2016, reductions in long-term opioid prescribing accounted for 83% of the overall decline in opioid prescription fills. Comparing data from 2010-2011 to data from 2015-2016, declining rates in new long-term use accounted for more than 90% of the decreasing prevalence of long-term opioid use in the VHA, whereas increases in cessation among existing long-term users accounted for less than 10%. The relative risk of transitioning to long-term use during 2016 was 6.5 (95% CI: 6.4, 6.7) among short-term users and 35.5 (95% CI: 34.8, 36.3) among intermediate users, relative to patients with no opioid prescriptions filled during 2015. CONCLUSIONS Opioid prescribing trends followed similar trajectories in VHA and non-VHA settings, peaking around 2012 and subsequently declining. However, changes in long-term opioid prescribing accounted for most of the decline in the VHA. Recent VA opioid initiatives may be preventing patients from initiating long-term use. This may offer valuable lessons generalizable to other healthcare systems.
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Calcaterra SL, Scarbro S, Hull ML, Forber AD, Binswanger IA, Colborn KL. Prediction of Future Chronic Opioid Use Among Hospitalized Patients. J Gen Intern Med 2018; 33:898-905. [PMID: 29404943 PMCID: PMC5975151 DOI: 10.1007/s11606-018-4335-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 11/07/2017] [Accepted: 01/17/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Opioids are commonly prescribed in the hospital; yet, little is known about which patients will progress to chronic opioid therapy (COT) following discharge. We defined COT as receipt of ≥ 90-day supply of opioids with < 30-day gap in supply over a 180-day period or receipt of ≥ 10 opioid prescriptions over 1 year. Predictive tools to identify hospitalized patients at risk for future chronic opioid use could have clinical utility to improve pain management strategies and patient education during hospitalization and discharge. OBJECTIVE The objective of this study was to identify a parsimonious statistical model for predicting future COT among hospitalized patients not on COT before hospitalization. DESIGN Retrospective analysis electronic health record (EHR) data from 2008 to 2014 using logistic regression. PATIENTS Hospitalized patients at an urban, safety net hospital. MAIN MEASUREMENTS Independent variables included medical and mental health diagnoses, substance and tobacco use disorder, chronic or acute pain, surgical intervention during hospitalization, past year receipt of opioid or non-opioid analgesics or benzodiazepines, opioid receipt at hospital discharge, milligrams of morphine equivalents prescribed per hospital day, and others. KEY RESULTS Model prediction performance was estimated using area under the receiver operator curve, accuracy, sensitivity, and specificity. A model with 13 covariates was chosen using stepwise logistic regression on a randomly down-sampled subset of the data. Sensitivity and specificity were optimized using the Youden's index. This model predicted correctly COT in 79% of the patients and no COT correctly in 78% of the patients. CONCLUSIONS Our model accessed EHR data to predict 79% of the future COT among hospitalized patients. Application of such a predictive model within the EHR could identify patients at high risk for future chronic opioid use to allow clinicians to provide early patient education about pain management strategies and, when able, to wean opioids prior to discharge while incorporating alternative therapies for pain into discharge planning.
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Affiliation(s)
- S L Calcaterra
- Hospital Medicine, Denver Health Medical Center, Denver, CO, USA. .,Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, USA.
| | - S Scarbro
- University of Colorado Adult and Child Consortium for Health Outcomes Research and Delivery Science, Aurora, CO, USA.,Rocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Denver, Aurora, CO, USA
| | - M L Hull
- Hospital Medicine, Denver Health Medical Center, Denver, CO, USA
| | - A D Forber
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - I A Binswanger
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, USA.,Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
| | - K L Colborn
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Snow R, Wynn ST. Managing Opioid Use Disorder and Co-Occurring Posttraumatic Stress Disorder Among Veterans. J Psychosoc Nurs Ment Health Serv 2018; 56:36-42. [DOI: 10.3928/02793695-20180212-03] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 12/19/2017] [Indexed: 11/20/2022]
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Clinician Referrals for Non-opioid Pain Care Following Discontinuation of Long-term Opioid Therapy Differ Based on Reasons for Discontinuation. J Gen Intern Med 2018; 33:24-30. [PMID: 29633130 PMCID: PMC5902348 DOI: 10.1007/s11606-018-4329-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
BACKGROUND Little is known about pain care offered to patients discontinued from long-term opioid therapy (LTOT) by their prescriber due to aberrant behaviors versus other reasons. OBJECTIVE This study aimed to compare rates of non-opioid analgesic pharmacotherapy initiation and clinician referrals for non-pharmacologic pain treatment, complementary and integrative pain therapies, and specialty mental health and substance use disorder treatment between patients discontinued from opioid therapy due to aberrant behaviors versus other reasons. DESIGN The design included retrospective manual electronic health record review and administrative data abstraction. PARTICIPANTS Patients were sampled from a national cohort of US Department of Veterans Affairs patients prescribed continuous opioid therapy in 2011 who subsequently discontinued opioid therapy in 2012. The study sample comprised 509 patients discontinued from LTOT by opioid-prescribing clinicians. MAIN MEASURES The primary independent variable was reason for discontinuation of LTOT (aberrant behaviors versus other reasons). Pain care dichotomous outcomes included clinician use of an opioid taper; initiating new non-opioid analgesic pharmacotherapy; and referrals for non-pharmacologic pain treatment, complementary and integrative pain therapies, and specialty mental health and substance use disorder treatment. KEY RESULTS We observed low rates of opioid taper (15% of patients), initiations of new or modifications of existing non-opioid analgesic pharmacotherapy (45% of patients), and clinician referrals for non-pharmacologic pain treatment (58% of patients) and complementary and integrative therapies (25% of patients). Patients discontinued due to aberrant behaviors, relative to patients discontinued for other reasons, were more likely to receive opioid tapers (adjusted OR = 5.60, 95% CI = 2.10-14.93), receive new non-opioid analgesic medications or dose changes to an existing non-opioid analgesic medications (adjusted OR = 2.61, 95% CI = 1.59-4.29), or be referred for specialty substance use disorder treatment (adjusted OR = 7.39, 95% CI = 3.76-14.53). CONCLUSIONS These findings highlight the variability in referral rates for different types of non-opioid pain treatments and challenges accessing specific types of pain care.
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Hudson TJ, Painter JT, Gressler LE, Lu L, Williams JS, Booth BM, Martin BC, Sullivan MD, Edlund MJ. Factors Associated with Opioid Initiation in OEF/OIF/OND Veterans with Traumatic Brain Injury. PAIN MEDICINE (MALDEN, MASS.) 2018; 19:774-787. [PMID: 29036680 PMCID: PMC6659014 DOI: 10.1093/pm/pnx208] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective These analyses examined opioid initiation and chronic use among Iraq (OIF) and Afghanistan (OEF/OND) veterans with a new diagnosis of traumatic brain injury (TBI) in the Veterans Health Administration (VHA). Methods Data were obtained from national VHA data repositories. Analyses included OEF/OIF/OND veterans with a new TBI diagnosis in 2010-2012 who used the VHA at least twice, had not received a VHA opioid prescription in the 365 days before diagnosis, and had at least 365 days of data available after TBI diagnosis. Results Analyses included 35,621 veterans. Twenty-one percent initiated opioids; among new initiators, 23% used chronically. The mean dose was 24.0 mg morphine equivalent dose (MED) daily (SD = 24.26); mean days supplied was 60.52 (SD = 74.69). Initiation was significantly associated with age 36-45 years (odds ratio [OR] = 1.09, 95% CI = 1.01-1.17, P = 0.04), female gender (OR = 1.22, P < 0.001), having back pain (OR = 1.38, P < 0.0001), arthritis/joint pain (OR = 1.24, P < 0.0001), or neuropathic pain (OR = 1.415, P < 0.02). In veterans age 36-45 years, those living in small rural areas had higher odds of chronic opioid use (OR = 1.31, P < 0.0001, and OR = 1.33, P = 0.006, respectively) and back pain (OR = 1.36, P = 0.003). Headache/migraine pain was associated with decreased odds of chronic opioid use (OR = 0.639, P = 0.003). Conclusions Prevalence of opioid use is relatively low among OEF/OIF/OND veterans with newly diagnosed TBI who are using VHA. Among those who initiated opioids, about 25% use them chronically. Prescribing was mostly limited to moderate doses, with most veterans using opioids for approximately two months of the 12-month study period.
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Affiliation(s)
- Teresa J Hudson
- HSR&D, Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas
- Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Jacob T Painter
- HSR&D, Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas
- Division of Pharmaceutical Outcome and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Laura E Gressler
- HSR&D, Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas
- Division of Pharmaceutical Outcome and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Liya Lu
- Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - J Silas Williams
- HSR&D, Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas
| | - Brenda M Booth
- Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Bradley C Martin
- Division of Pharmaceutical Outcome and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Mark D Sullivan
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Mark J Edlund
- Behavioral and Urban Health Epidemiology Program, RTI International, Research Triangle Park, Durham, North Carolina
- Behavioral Health Services, St Luke’s Health System, Twin Falls, Idaho, USA
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Alcántara Montero A, Sánchez Carnerero CI. Role of voltage-gated sodium channel blockers in the treatment of chronic pain: Potential uses in clinical practice based on available evidence. ACTA ACUST UNITED AC 2018; 65:275-283. [PMID: 29496230 DOI: 10.1016/j.redar.2018.01.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2017] [Revised: 12/20/2017] [Accepted: 01/22/2018] [Indexed: 10/17/2022]
Abstract
Once patients have failed first line therapy, there is an apparent lack of knowledge on how to proceed with choosing subsequent therapy. To choose amongst alternative agents, an understanding of pharmacology, pharmacokinetics, and available evidence in targeting various pain conditions is necessary. This article focuses on the use of the carboxamide class of voltage-gated sodium channel blockers (carbamazepine, oxcarbazepine, eslicarbazepine acetate) for adjunct pain medication management; including research updates in pharmacology, pharmacokinetics, and evidence for pain along on this therapeutic group with promising future areas of research. Although evidence for voltage-gated sodium channel blockers in chronic pain management is limited, emerging research has identified this area as promising for additional clinical trials to better guide clinical practice.
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Affiliation(s)
- A Alcántara Montero
- Unidad del Dolor, Hospital Don Benito-Villanueva de la Serena, Don Benito, Badajoz, España.
| | - C I Sánchez Carnerero
- Complejo Hospitalario Universitario de Cáceres, Hospital San Pedro de Alcántara, Cáceres, España
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Scherrer JF, Salas J, Sullivan MD, Ahmedani BK, Copeland LA, Bucholz KK, Burroughs T, Schneider FD, Lustman PJ. Impact of adherence to antidepressants on long-term prescription opioid use cessation. Br J Psychiatry 2018; 212:103-111. [PMID: 29436331 PMCID: PMC6655534 DOI: 10.1192/bjp.2017.25] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Depression contributes to persistent opioid analgesic use (OAU). Treating depression may increase opioid cessation. Aims To determine if adherence to antidepressant medications (ADMs) v. non-adherence was associated with opioid cessation in patients with a new depression episode after >90 days of OAU. METHOD Patients with non-cancer, non-HIV pain (n = 2821), with a new episode of depression following >90 days of OAU, were eligible if they received ≥1 ADM prescription from 2002 to 2012. ADM adherence was defined as >80% of days covered. Opioid cessation was defined as ≥182 days without a prescription refill. Confounding was controlled by inverse probability of treatment weighting. RESULTS In weighted data, the incidence rate of opioid cessation was significantly (P = 0.007) greater in patients who adhered v. did not adhered to taking antidepressants (57.2/1000 v. 45.0/1000 person-years). ADM adherence was significantly associated with opioid cessation (odds ratio (OR) = 1.24, 95% CI 1.05-1.46). CONCLUSIONS ADM adherence, compared with non-adherence, is associated with opioid cessation in non-cancer pain. Opioid taper and cessation may be more successful when depression is treated to remission. Declaration of interest None.
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Affiliation(s)
- Jeffrey F. Scherrer
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri and Harry S. Truman Veterans Administration Medical Center, Columbia, Missouri
| | - Joanne Salas
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri and Harry S. Truman Veterans Administration Medical Center, Columbia, Missouri
| | - Mark D. Sullivan
- Department of Psychiatry and Behavioral Health, University of Washington School of Medicine, Seattle, Washington
| | - Brian K. Ahmedani
- Henry Ford Health System, Center for Health Policy and Health Services Research, Detroit, Michigan
| | - Laurel A. Copeland
- VA Central Western Massachusetts Healthcare System, Leeds, Massachusetts, Center for Applied Health Research, Baylor Scott & White Health, Temple, Texas and UT Health San Antonio, San Antonio, Texas
| | - Kathleen K. Bucholz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Thomas Burroughs
- Saint Louis University Center for Outcomes Research, St. Louis, Missouri
| | - F. David Schneider
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri
| | - Patrick J. Lustman
- The Bell Street Clinic, VA St. Louis Health Care System – John Cochran Division, St. Louis and Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
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Buttorff C, Trujillo AJ, Castillo R, Vecino-Ortiz AI, Anderson GF. The impact of practice guidelines on opioid utilization for injured workers. Am J Ind Med 2017; 60:1023-1030. [PMID: 28990210 DOI: 10.1002/ajim.22779] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2017] [Indexed: 12/20/2022]
Abstract
BACKGROUND Opioid use is rising in the US and may cause special problems in workers compensation cases, including addiction and preventing a return to work after an injury. OBJECTIVE This study evaluates a physician-level intervention to curb opioid usage. An insurer identified patients with out-of-guideline opioid utilization and called the prescribing physician to discuss the patient's treatment protocol. RESEARCH DESIGN This study uses a differences-in-differences study design with a propensity-score-matched control group. Medical and pharmaceutical claims data from 2005 to 2011 were used for analyses. RESULTS Following the intervention, the use of opioids increased for the intervention group and there is little impact on medical spending. CONCLUSIONS Counseling physicians about patients with high opioid utilization may focus more attention on their care, but did not impact short-term outcomes. More robust interventions may be needed to manage opioid use. PERSPECTIVE While the increasing use of opioids is of growing concern around the world, curbing the utilization of these powerfully addictive narcotics has proved elusive. This study examines a prescribing guidelines intervention designed to reduce the prescription of opioids following an injury. The study finds that there was little change in the opioid utilization after the intervention, suggesting interventions along other parts of the prescribing pathway may be needed.
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Affiliation(s)
| | - Antonio J. Trujillo
- Department of International Health; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Renan Castillo
- Department of Health Policy and Management; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Andres I. Vecino-Ortiz
- Department of International Health; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
- Institute of Public Health; Universidad Javeriana; Bogota Colombia
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Prescription Opioid Use among Opioid-Naive Women Undergoing Immediate Breast Reconstruction. Plast Reconstr Surg 2017; 140:1081-1090. [DOI: 10.1097/prs.0000000000003832] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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47
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Reasons for discontinuation of long-term opioid therapy in patients with and without substance use disorders. Pain 2017; 158:526-534. [PMID: 28192376 DOI: 10.1097/j.pain.0000000000000796] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Several factors may accelerate opioid discontinuation rates, including lack of information about the long-term effectiveness of opioids for chronic pain, heightened awareness about opioid-related adverse events, closer monitoring of patients for opioid-related aberrant behaviors, and greater restrictions around opioid prescribing. Rates of discontinuation may be most pronounced in patients deemed to be at "high risk." The purpose of this study was to compare reasons for discontinuation of long-term opioid therapy (LTOT) between patients with and without substance use disorder (SUD) diagnoses receiving care within a major U.S. health care system. This retrospective cohort study assembled a cohort of Veterans Health Administration patients prescribed opioid therapy for at least 12 consecutive months who subsequently discontinued opioid therapy for at least 12 months. From this cohort, we randomly selected 300 patients with SUD diagnoses and propensity score-matched 300 patients without SUD diagnoses. A comprehensive manual review of patients' medical records ascertained reasons for LTOT discontinuation. Most patients (85%) were discontinued as a result of clinician, rather than patient, decisions. For patients whose clinicians initiated discontinuation, 75% were discontinued because of opioid-related aberrant behaviors. Relative to patients without SUD diagnoses, those with SUD diagnoses were more likely to discontinue LTOT because of aberrant behaviors (81% vs 68%), most notably abuse of alcohol or other substances. This is the first study to document reasons for discontinuation of LTOT in a sample of patients with and without SUD diagnoses. Treatments that concurrently address SUD and chronic pain are needed for this high-risk population.
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Kahler ZP, Musey PI, Schaffer JT, Johnson AN, Strachan CC, Shufflebarger CM. Effect Of A "No Superuser Opioid Prescription" Policy On ED Visits And Statewide Opioid Prescription. West J Emerg Med 2017; 18:894-902. [PMID: 28874942 PMCID: PMC5576626 DOI: 10.5811/westjem.2017.6.33414] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 06/19/2017] [Accepted: 06/26/2017] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION The U.S. opioid epidemic has highlighted the need to identify patients at risk of opioid abuse and overdose. We initiated a novel emergency department- (ED) based interventional protocol to transition our superuser patients from the ED to an outpatient chronic pain program. The objective was to evaluate the protocol's effect on superusers' annual ED visits. Secondary outcomes included a quantitative evaluation of statewide opioid prescriptions for these patients, unique prescribers of controlled substances, and ancillary testing. METHODS Patients were referred to the program with the following inclusion criteria: ≥ 6 visits per year to the ED; at least one visit identified by the attending physician as primarily driven by opioid-seeking behavior; and a review by a committee comprising ED administration and case management. Patients were referred to a pain management clinic and informed that they would no longer receive opioid prescriptions from visits to the ED for chronic pain complaints. Electronic medical record (EMR) alerts notified ED providers of the patient's referral at subsequent visits. We analyzed one year of data pre- and post-referral. RESULTS A total of 243 patients had one year of data post-referral for analysis. Median annual ED visits decreased from 14 to 4 (58% decrease, 95% CI [50 to 66]). We also found statistically significant decreases for these patients' state prescription drug monitoring program (PDMP) opioid prescriptions (21 to 13), total unique controlled-substance prescribers (11 to 7), computed tomography imaging (2 to 0), radiographs (5 to 1), electrocardiograms (12 to 4), and labs run (47 to 13). CONCLUSION This program and the EMR-based alerts were successful at decreasing local ED visits, annual opioid prescriptions, and hospital resource allocation for this population of patients. There is no evidence that these patients diverted their visits to neighboring EDs after being informed that they would not receive opioids at this hospital, as opioid prescriptions obtained by these patients decreased on a statewide level. This implies that individual ED protocols can have significant impact on the behavior of patients.
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Affiliation(s)
- Zachary P Kahler
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,University of South Carolina, Greenville School of Medicine, Department of Emergency Medicine, Greenville, South Carolina
| | - Paul I Musey
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,Indiana University Health Methodist Hospital, Indianapolis, Indiana
| | - Jason T Schaffer
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,Indiana University Health Methodist Hospital, Indianapolis, Indiana
| | - Annelyssa N Johnson
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,Indiana University Health Methodist Hospital, Indianapolis, Indiana
| | - Christian C Strachan
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,Indiana University Health Methodist Hospital, Indianapolis, Indiana
| | - Charles M Shufflebarger
- Indiana University School of Medicine, Department of Emergency Medicine, Indianapolis, Indiana.,Indiana University Health Methodist Hospital, Indianapolis, Indiana
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Abstract
This paper is the thirty-eighth consecutive installment of the annual review of research concerning the endogenous opioid system. It summarizes papers published during 2015 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides, opioid receptors, opioid agonists and opioid antagonists. The particular topics that continue to be covered include the molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors related to behavior, and the roles of these opioid peptides and receptors in pain and analgesia, stress and social status, tolerance and dependence, learning and memory, eating and drinking, drug abuse and alcohol, sexual activity and hormones, pregnancy, development and endocrinology, mental illness and mood, seizures and neurologic disorders, electrical-related activity and neurophysiology, general activity and locomotion, gastrointestinal, renal and hepatic functions, cardiovascular responses, respiration and thermoregulation, and immunological responses.
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY 11367, United States.
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Smolina K, Gladstone EJ, Rutherford K, Morgan SG. Patterns and trends in long-term opioid use for non-cancer pain in British Columbia, 2005-2012. CANADIAN JOURNAL OF PUBLIC HEALTH = REVUE CANADIENNE DE SANTE PUBLIQUE 2016; 107:e404-e409. [PMID: 28026706 PMCID: PMC6972133 DOI: 10.17269/cjph.107.5413] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 08/31/2016] [Accepted: 05/08/2016] [Indexed: 11/17/2022]
Abstract
OBJECTIVES We aimed to calculate trends in incidence and prevalence rates of long-term opioid use for non-cancer pain, as well as to describe the characteristics of long-term opioid users and their patterns of opioid use. METHODS We used population-based linked health care and socio-demographic administrative data for British Columbia (BC) between 2005 and 2012. We included individuals who had at least one episode of long-term opioid use during the study period and who were not cancer or palliative care patients. RESULTS Long-term users comprised only 10% of all individuals prescribed opioids for non-cancer pain, but accounted for 64% of all opioid prescriptions and 87% of all morphine equivalents dispensed in BC during this period. While the incidence rate did not significantly change, the prevalence rate increased by 27% for men and 22% for women. In 2012, there were 3.80 (3.72-3.88) new long-term opioid users per 1,000 men and 4.42 (4.34-4.51) new users per 1,000 women. At the same time, there were 18.3 (95% CI 18.1-18.5) existing long-term users per 1,000 men and 21.7 users (95% CI 21.5-21.9) per 1,000 women. Overall, 2.4% of BC residents were long-term users of prescription opioids in 2012. Most long-term users had one continuous episode of use spanning multiple years. Almost two thirds took opioids every other day or more frequently. CONCLUSION There is a growing population of long-term opioid users for non-cancer pain in BC, with higher incidence and prevalence rates observed among women than among men.
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Affiliation(s)
- Kate Smolina
- School of Population and Public Health, University of British Columbia, Vancouver, BC.
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