1
|
Exploring the Psychometric Properties of the Current Opioid Misuse Measure Among Adults With Chronic Pain and Opioid Use. Clin J Pain 2021; 36:578-583. [PMID: 32433073 DOI: 10.1097/ajp.0000000000000846] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES The opioid epidemic is a significant public health problem that is associated with overdose and death. The increase in opioid-related problems can largely be attributed to increases in opioid prescriptions for the treatment of chronic pain. Unfortunately, there is not a consensus on a definition of opioid misuse in the context of chronic pain, making measurement a challenge. One commonly used measure to assess opioid misuse in the context of chronic pain is the Current Opioid Misuse Measure (COMM). The COMM was designed to assess opioid misuse generally, as captured by psychiatric symptoms and aberrant drug use behaviors. Although studies have examined cross-validation using correlations, little psychometric work has been conducted, and therefore it is currently unknown what domains the measure is assessing. MATERIALS AND METHODS The current study examined the factor structure of the COMM using confirmatory and exploratory factor analysis among 445 opioid-using adults with chronic pain. RESULTS The results did not support the widely accepted 1-factor opioid misuse solution; rather they supported a 2-factor, psychiatric problems and aberrant-drug-use-problems factor structure. Convergent and divergent validity were also examined at the bivariate level. DISCUSSION Given the importance and relevance for opioid misuse in the context of chronic pain, it is important for researchers to continue assessing and providing psychometric evidence for the COMM.
Collapse
|
2
|
Day-to-day hedonic and calming effects of opioids, opioid craving, and opioid misuse among patients with chronic pain prescribed long-term opioid therapy. Pain 2021; 162:2214-2224. [PMID: 33729213 DOI: 10.1097/j.pain.0000000000002220] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 12/16/2020] [Indexed: 12/28/2022]
Abstract
ABSTRACT Concerns have been raised regarding the misuse of opioids among patients with chronic pain. Although a number of factors may contribute to opioid misuse, research has yet to examine if the hedonic and calming effects that can potentially accompany the use of opioids contribute to opioid misuse. The first objective of this study was to examine the degree to which the hedonic and calming effects of opioids contribute to opioid misuse in patients with chronic pain. We also examined whether the hedonic and calming effects of opioids contribute to patients' daily levels of opioid craving, and whether these associations were moderated by patients' daily levels of pain intensity, catastrophizing, negative affect, or positive affect. In this longitudinal diary study, patients (n = 103) prescribed opioid therapy completed daily diaries for 14 consecutive days. Diaries assessed a host of pain, psychological, and opioid-related variables. The hedonic and calming effects of opioids were not significantly associated with any type of opioid misuse behavior. However, greater hedonic and calming effects were associated with heightened reports of opioid craving (both P's < 0.005). Analyses revealed that these associations were moderated by patients' daily levels of pain intensity, catastrophizing, and negative affect (all P's < 0.001). Results from this study provide valuable new insights into our understanding of factors that may contribute to opioid craving among patients with chronic pain who are prescribed long-term opioid therapy. The implications of our findings for the management of patients with chronic pain are discussed.
Collapse
|
3
|
Martel MO, Bruneau A, Edwards RR. Mind-body approaches targeting the psychological aspects of opioid use problems in patients with chronic pain: evidence and opportunities. Transl Res 2021; 234:114-128. [PMID: 33676035 DOI: 10.1016/j.trsl.2021.02.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/26/2021] [Accepted: 02/26/2021] [Indexed: 12/27/2022]
Abstract
Opioids are commonly prescribed for the management of patients with chronic noncancer pain. Despite the potential analgesic benefits of opioids, long-term opioid therapy (LTOT) may be accompanied by problems such as opioid misuse and opioid use disorder (OUD). In this review, we begin with a description of opioid misuse and OUD and the patient-specific factors associated with these problems among patients with chronic pain. We will focus primarily on highlighting the predominant role played by psychological factors in the occurrence of opioid misuse and OUD in these patients. Several psychological factors have been found to be associated with opioid use problems in patients with chronic pain, and evidence indicates that patients presenting with psychological disturbances are particularly at risk of transitioning to long-term opioid use, engaging in opioid misuse behaviors, and developing OUD. The biological factors that might underlie the association between psychological disturbances and opioid use problems in patients with chronic pain have yet to be fully elucidated, but a growing number of studies suggest that dysfunctions in reward, appetitive, autonomic, and neurocognitive systems might be involved. We end with an overview of specific types of psychological interventions that have been put forward to prevent or reduce the occurrence of opioid misuse and OUD in patients with chronic pain who are prescribed LTOT.
Collapse
Affiliation(s)
- Marc O Martel
- Faculty of Dentistry & Department of Anesthesiology, McGill University, Montreal, Canada; Division of Experimental Medicine, McGill University, Montreal, Canada
| | - Alice Bruneau
- Division of Experimental Medicine, McGill University, Montreal, Canada
| | - Robert R Edwards
- Department of Anesthesiology & Pain Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| |
Collapse
|
4
|
Abstract
The United States has faced an unprecedented opioid crisis in recent years, which has led to an increase in opioid overdose-related deaths and, consequently, an increase in the number of potential deceased donors available for transplantation. This new pool of potential organ donors is composed of younger donors with higher infectious disease transmission risk. The use of organs from these donors requires appropriate patient education, informed consent, and post-transplant monitoring practices. Prescription opioid use is also an important component of the evaluation of transplant and living donor candidates because it may impact outcomes and eligibility for the procedures. In kidney transplant recipients, prescription opioid use predicts a higher risk of mortality, graft loss, and post-transplant complications. These effects seem to be proportional to the levels of opioid use, and to parallel patterns in other transplant populations such as liver, heart and lung recipients. Among living kidney donors, predonation prescription opioid use is associated with an increased risk of re-admission after nephrectomy. Overall, the opioid epidemic creates educational needs for patients awaiting deceased donor transplant, and also impacts the evaluation and care of transplant candidates. Among transplant candidates and recipients, the identification of patients with chronic opioid use should prompt multidisciplinary evaluation and management strategies to minimize risks.
Collapse
Affiliation(s)
- Marie-Camille Lafargue
- Transplantation Research Center, Renal Division, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - Yasar Caliskan
- Saint Louis University Center for Abdominal Transplantation, St. Louis, Missouri
| | - Krista L Lentine
- Saint Louis University Center for Abdominal Transplantation, St. Louis, Missouri
| | - Leonardo V. Riella
- Transplantation Research Center, Renal Division, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| |
Collapse
|
5
|
Black E, Khor KE, Demirkol A. Responsible Prescribing of Opioids for Chronic Non-Cancer Pain: A Scoping Review. PHARMACY 2020; 8:E150. [PMID: 32825483 PMCID: PMC7557364 DOI: 10.3390/pharmacy8030150] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/17/2020] [Accepted: 08/18/2020] [Indexed: 12/14/2022] Open
Abstract
Chronic non-cancer pain is common and long-term opioid therapy is frequently used in its management. While opioids can be effective, they are also associated with significant harm and misuse, and clinicians must weigh any expected benefits with potential risks when making decisions around prescribing. This review aimed to summarise controlled trials and systematic reviews that evaluate patient-related, provider-related, and system-related factors supporting responsible opioid prescribing for chronic non-cancer pain. A scoping review methodology was employed, and six databases were searched. Thirteen systematic reviews and nine controlled trials were included for analysis, and clinical guidelines were reviewed to supplement gaps in the literature. The majority of included studies evaluated provider-related factors, including prescribing behaviours and monitoring for misuse. A smaller number of studies evaluated system-level factors such as regulatory measures and models of healthcare delivery. Studies and guidelines emphasise the importance of careful patient selection for opioid therapy, development of a treatment plan, and cautious initiation and dose escalation. Lower doses are associated with reduced risk of harm and can be efficacious, particularly when used in the context of a multimodal interdisciplinary pain management program. Further research is needed around many elements of responsible prescribing, including instruments to monitor for misuse, and the role of policies and programs.
Collapse
Affiliation(s)
- Eleanor Black
- South Eastern Sydney Local Health District, Drug & Alcohol Services, Sydney, NSW 2065, Australia;
- School of Public Health & Community Medicine, University of New South Wales, Sydney, NSW 2052, Australia
- Prince of Wales Hospital, Pain Management Centre, Randwick, Sydney, NSW 2031, Australia;
| | - Kok Eng Khor
- Prince of Wales Hospital, Pain Management Centre, Randwick, Sydney, NSW 2031, Australia;
| | - Apo Demirkol
- South Eastern Sydney Local Health District, Drug & Alcohol Services, Sydney, NSW 2065, Australia;
- School of Public Health & Community Medicine, University of New South Wales, Sydney, NSW 2052, Australia
- Prince of Wales Hospital, Pain Management Centre, Randwick, Sydney, NSW 2031, Australia;
| |
Collapse
|
6
|
Rieb LM, Samaan Z, Furlan AD, Rabheru K, Feldman S, Hung L, Budd G, Coleman D. Canadian Guidelines on Opioid Use Disorder Among Older Adults. Can Geriatr J 2020; 23:123-134. [PMID: 32226571 PMCID: PMC7067148 DOI: 10.5770/cgj.23.420] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In Canada, rates of hospital admission from opioid overdose are higher for older adults (≥ 65) than younger adults, and opioid use disorder (OUD) is a growing concern. In response, Health Canada commissioned the Canadian Coalition of Seniors' Mental Health to create guidelines for the prevention, screening, assessment, and treatment of OUD in older adults. METHODS A systematic review of English language literature from 2008-2018 regarding OUD in adults was conducted. Previously published guidelines were evaluated using AGREE II, and key guidelines updated using ADAPTE method, by drawing on current literature. Recommendations were created and assessed using the GRADE method. RESULTS Thirty-two recommendations were created. Prevention recommendations: it is key to prioritize non-pharmacological and non-opioid strategies to treat acute and chronic noncancer pain. Assessment recommendations: a comprehensive assessment is important to help discern contributions of other medical conditions. Treatment recommendations: buprenorphine is first line for both withdrawal management and maintenance therapy, while methadone, slow-release oral morphine, or naltrexone can be used as alternatives under certain circumstances; non-pharmacological treatments should be offered as an integrated part of care. CONCLUSION These guidelines provide practical and timely clinical recommendations on the prevention, assessment, and treatment of OUD in older adults within the Canadian context.
Collapse
Affiliation(s)
- Launette M Rieb
- Department of Family Practice, University of British Columbia, Vancouver, BC
| | - Zainab Samaan
- Department of Psychiatry, McMaster University, Hamilton, ON
| | | | - Kiran Rabheru
- Department of Psychiatry, University of Ottawa, Ottawa, ON
| | - Sid Feldman
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - Lillian Hung
- Canadian Gerontological Nurses Association, Toronto, ON
| | | | | |
Collapse
|
7
|
Witham G, Yarwood G, Wright S, Galvani S. An ethical exploration of the narratives surrounding substance use and pain management at the end of life: a discussion paper. Nurs Ethics 2019; 27:1344-1354. [PMID: 31526085 PMCID: PMC7406987 DOI: 10.1177/0969733019871685] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
This discussion article examines narrative positioning related to pain management for people who use substances at the end of life. We explore how dominant narrative genres associated with biomedicine, such as ‘restitution’ and narratives common within the context of drug services such as ‘recovery’ can hinder effective pain management within this population. We argue that these discourses can marginalise the ethical self-identity of patients who use substances at the end of life. It can also trouble health and social care professionals in supporting patients and generating counter-narratives that challenge those often associated with substance use. Stigma is a common experience for this population with stereotyping as ‘junkies’ and associated with criminality. They are positioned as drug-seeking, and this requires more surveillance at the end of life when opioid therapy is potentially more available and authorised. This can make it challenging to generate ‘companion’ stories that are positive and maintain moral adequacy. Dominant biomedical narrative genres often prevent the recognition of the fractured stories that people using substances can often present with. This can lead to narrative silencing and to the under treatment of pain. The person’s self-identity is invested in narratives of recovery, and opioid use symbolises their addicted past because for practitioners, this population is at clinical risk with the potential for drug seeking behaviours. Whilst not requiring formal ethical review this discussion paper was constructed in accordance with good scientific practice with the work of other researchers respected and cited appropriately.
Collapse
|
8
|
Kang I, Urick B, Vohra R, Ives TJ. Physician-pharmacist collaboration on chronic non-cancer pain management during the opioid crisis: A qualitative interview study. Res Social Adm Pharm 2019; 15:1027-1031. [PMID: 31053466 DOI: 10.1016/j.sapharm.2019.04.052] [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] [Received: 03/30/2018] [Revised: 04/23/2019] [Indexed: 11/15/2022]
Abstract
BACKGROUND Management of chronic non-cancer pain is complex, requiring clinicians to balance pain management with the risk of opioid abuse. The role of ambulatory care pharmacists in chronic pain management is well-established, but little research has explored the feasibility of building collaboration on chronic pain and opioid management between physicians and community pharmacists. OBJECTIVE To explore physician and pharmacist perspectives on the opioid crisis and the possibility of physician and community pharmacist collaborations to manage chronic non-cancer pain in the context of the opioid crisis. METHODS Semi-structured interviews were performed with a snowball convenience sample 15 physicians and 25 pharmacists in North Carolina between November 2016 and April 2017. Transcribed data were analyzed using applied thematic analysis, and resulting codes were organized into themes and domains which emerged from analysis. RESULTS Both physicians and pharmacists described current care deficiencies and steps needed to mitigate opioid abuse and diversion. Physicians discussed the need for additional supports and resources for chronic pain management and regarded positively the role of the community pharmacist in chronic pain management and mitigating opioid abuse. Pharmacists identified cost as the major barrier to implementing new services, and expressed willingness to participate in new chronic pain and opioid interventions. CONCLUSION Within the study sample, strong interest exists for collaboration between physicians and community pharmacists. This highlights a potential opportunity to expand care for patients with chronic non-cancer pain.
Collapse
Affiliation(s)
- Isabell Kang
- Eshelman School of Pharmacy, CB #7574, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7574, USA.
| | - Ben Urick
- Eshelman School of Pharmacy, CB #7574, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7574, USA.
| | - Rini Vohra
- Eshelman School of Pharmacy, CB #7574, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7574, USA.
| | - Timothy J Ives
- Eshelman School of Pharmacy, CB #7574, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7574, USA; Division of General Medicine and Clinical Epidemiology, Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| |
Collapse
|
9
|
Klimas J, Gorfinkel L, Fairbairn N, Amato L, Ahamad K, Nolan S, Simel DL, Wood E. Strategies to Identify Patient Risks of Prescription Opioid Addiction When Initiating Opioids for Pain: A Systematic Review. JAMA Netw Open 2019; 2:e193365. [PMID: 31050783 PMCID: PMC6503484 DOI: 10.1001/jamanetworkopen.2019.3365] [Citation(s) in RCA: 98] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 03/18/2019] [Indexed: 11/18/2022] Open
Abstract
Importance Although prescription opioid use disorder is associated with substantial harms, strategies to identify patients with pain among whom prescription opioids can be safely prescribed have not been systematically reviewed. Objective To review the evidence examining factors associated with opioid addiction and screening tools for identifying adult patients at high vs low risk of developing symptoms of prescription opioid addiction when initiating prescription opioids for pain. Data Sources MEDLINE and Embase (January 1946 to November 2018) were searched for articles investigating risks of prescription opioid addiction. Study Selection Original studies that were included compared symptoms, signs, risk factors, and screening tools among patients who developed prescription opioid addiction and those who did not. Data Extraction and Synthesis Two investigators independently assessed quality to exclude biased or unreliable study designs and extracted data from higher quality studies. The Preferred Reporting Items for Systematic Reviews and Meta-analyses of Diagnostic Accuracy Studies (PRISMA-DTA) reporting guideline was followed. Main Outcomes and Measures Likelihood ratios (LRs) for risk factors and screening tools were calculated. Results Of 1287 identified studies, 6 high-quality studies were included in the qualitative synthesis and 4 were included in the quantitative synthesis. The 4 high-quality studies included in the quantitative synthesis were all retrospective studies including a total of 2 888 346 patients with 4470 cases that met the authors' definitions of prescription opioid addiction. A history of opioid use disorder (LR range, 17-22) or other substance use disorder (LR range, 4.2-17), certain mental health diagnoses (eg, personality disorder: LR, 27; 95% CI, 18-41), and concomitant prescription of certain psychiatric medications (eg, atypical antipsychotics: LR, 17; 95% CI, 15-18) appeared useful for identifying patients at high risk of opioid addiction. Among individual findings, only the absence of a mood disorder (negative LR, 0.50; 95% CI, 0.45-0.52) was associated with a lower risk of opioid addiction. Despite their widespread use, most screening tools involving combinations of questions were based on low-quality studies or, when diagnostic performance was assessed among high-quality studies, demonstrated poor performance in helping to identify patients at high vs low risk. Conclusions and Relevance While a history of substance use disorder, certain mental health diagnoses, and concomitant prescription of certain psychiatric medications appeared useful for identifying patients at higher risk, few quality studies were available and no symptoms, signs, or screening tools were particularly useful for identifying those at lower risk.
Collapse
Affiliation(s)
- Jan Klimas
- School of Medicine, University College Dublin, Health Sciences Centre, Belfield, Dublin, Ireland
- Department of Medicine, University of British Columbia, St Paul’s Hospital, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Lauren Gorfinkel
- Mailman School of Public Health, Columbia University, New York, New York
| | - Nadia Fairbairn
- Department of Medicine, University of British Columbia, St Paul’s Hospital, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Laura Amato
- Department of Epidemiology, Lazio Regional Health Services, Rome, Italy
| | - Keith Ahamad
- Department of Medicine, University of British Columbia, St Paul’s Hospital, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Seonaid Nolan
- Department of Medicine, University of British Columbia, St Paul’s Hospital, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - David L. Simel
- Durham Veterans Affairs Medical Center, Durham, North Carolina
- Department of Medicine, Duke University, Durham, North Carolina
| | - Evan Wood
- Department of Medicine, University of British Columbia, St Paul’s Hospital, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| |
Collapse
|
10
|
Lawrence R, Mogford D, Colvin L. Systematic review to determine which validated measurement tools can be used to assess risk of problematic analgesic use in patients with chronic pain. Br J Anaesth 2019; 119:1092-1109. [PMID: 28981581 DOI: 10.1093/bja/aex316] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2017] [Indexed: 12/27/2022] Open
Abstract
Background Misuse of prescription opioids, and other drugs prescribed for chronic pain, has increased, with major concerns about harm. This review was undertaken to identify validated measurement tools for risk assessment and monitoring of chronic non-cancer pain patients being considered for, or currently prescribed, analgesic drugs with abuse potential. Methods Selected databases (Embase, Medline, Cochrane library/CENTRAL, PsycINFO, PubMed, CINAHL) were systematically searched for studies evaluating tools for risk of analgesic misuse, either before, or during, analgesic therapy for chronic pain, using predetermined inclusion/exclusion criteria. Two independent reviewers assessed abstracts, selected full texts, extracted data and assessed quality. Results 30 studies from 1844 met inclusion criteria, including three systematic reviews, with an additional four studies from bibliography review. The studies covered 14 tools pertaining to opioid use, with none for non-opioid analgesics. Conclusions For predicting prescription opioid misuse, the pain medication questionnaire (PMQ) and the screener and opioid assessment for patients with pain (SOAPP) had the best evidence; both developed and validated in five separate studies (four each of acceptable quality). The current opioid misuse measure (COMM) performed best screening for current misuse, developed and validated in three studies of acceptable quality. A small number of tools may accurately predict, or identify, opioid misuse. There are none for non-opioid analgesics, where there is a potential need.
Collapse
Affiliation(s)
- R Lawrence
- Ritson Clinic, Royal Edinburgh Hospital, Morningside Terrace, Edinburgh EH10 5HF, UK
| | - D Mogford
- Ritson Clinic, Royal Edinburgh Hospital, Morningside Terrace, Edinburgh EH10 5HF, UK
| | - L Colvin
- Department of Anaesthesia, Critical Care & Pain Medicine, University of Edinburgh, Western General Hospital, Crewe Rd, Edinburgh EH4 2XU, UK
| |
Collapse
|
11
|
Bargal B, Benneyan JC, Eisner J, Atalay AJ, Jacobson M, Singer SJ. Use of Systems-Theoretic Process Analysis to Design Safer Opioid Prescribing Processes. IISE Trans Occup Ergon Hum Factors 2018. [DOI: 10.1080/24725838.2018.1521887] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Basma Bargal
- Healthcare Systems Engineering Institute, Northeastern University, Boston, MA, USA
| | - James C. Benneyan
- Healthcare Systems Engineering Institute, Northeastern University, Boston, MA, USA
- College of Engineering, Northeastern University, Boston, MA, USA
- Bouvé College of Health Sciences (JB), Northeastern University, Boston, MA, USA
| | - Joseph Eisner
- Healthcare Systems Engineering Institute, Northeastern University, Boston, MA, USA
| | - Alev J. Atalay
- Brigham and Women’s Hospital, Phyllis Jen Center for Primary Care (AA), Boston, MA, USA
| | - Margo Jacobson
- Healthcare Systems Engineering Institute, Northeastern University, Boston, MA, USA
| | - Sara J. Singer
- T.H. Chan Harvard School of Public Health (SS), Boston, MA, USA
| |
Collapse
|
12
|
Gaither JR, Gordon K, Crystal S, Edelman EJ, Kerns RD, Justice AC, Fiellin DA, Becker WC. Racial disparities in discontinuation of long-term opioid therapy following illicit drug use among black and white patients. Drug Alcohol Depend 2018; 192:371-376. [PMID: 30122319 PMCID: PMC7106601 DOI: 10.1016/j.drugalcdep.2018.05.033] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 05/09/2018] [Accepted: 05/12/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND Among patients prescribed long-term opioid therapy (LTOT) for chronic pain, no study has yet examined how clinicians respond to evidence of illicit drug use and whether the decision to discontinue opioids is influenced by a patient's race. METHODS Among outpatients of black and white race initiating LTOT through the VA between 2000 and 2010, we reviewed electronic medical records to determine whether opioids were discontinued within 60 days of a positive urine drug test. Logistic regression was used to examine differences by race. RESULTS Among 15,366 patients of black (48.1%) or white (51.9%) race initiating LTOT from 2000 to 2010, 20.5% (25.5% of blacks vs. 15.8% of whites, P <. 001) received a urine drug test within the first 6 months of treatment; 13.8% tested positive for cannabis and 17.4% for cocaine. LTOT was discontinued in 11.4% of patients who tested positive for cannabis and in 13.1% of those who tested positive for cocaine. Among patients testing positive for cannabis, blacks were 2.1 times more likely than whites to have LTOT discontinued (adjusted odds ratio [AOR] 2.06, 95% confidence interval [CI] 1.04-4.08). Among patients testing positive for cocaine, blacks were 3.3 times more likely than whites to have LTOT discontinued (AOR 3.30, CI 1.28-8.53). CONCLUSIONS Among patients testing positive for illicit drug use while receiving LTOT, clinicians are substantially more likely to discontinue opioids when the patient is black. A more universal approach to administering and responding to urine drug testing is urgently needed.
Collapse
Affiliation(s)
- Julie R. Gaither
- Yale Center for Medical Informatics, Yale School of Medicine, Yale University, 333 Cedar St., New Haven, CT 06510, USA,VA Connecticut Healthcare System, 950 Campbell Ave, West Haven, CT 06516, USA,Yale School of Public Health, Yale University, 60 College St., New Haven, CT 06510, USA,Center for Interdisciplinary Research on AIDS, Yale School of Public Health, Yale University, 135 College St., Suite 200, New Haven, CT 06510, USA
| | - Kirsha Gordon
- VA Connecticut Healthcare System, 950 Campbell Ave, West Haven, CT 06516, USA
| | - Stephen Crystal
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901, USA
| | - E. Jennifer Edelman
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, Yale University, 135 College St., Suite 200, New Haven, CT 06510, USA,Department of Internal Medicine, Yale School of Medicine, Yale University, 330 Cedar St., Boardman 110, P.O. Box 208056, New Haven, CT 06520, USA
| | - Robert D. Kerns
- Yale Center for Medical Informatics, Yale School of Medicine, Yale University, 333 Cedar St., New Haven, CT 06510, USA,Department of Psychiatry, Yale School of Medicine, 300 George St. #901, New Haven, CT 06511, USA
| | - Amy C. Justice
- VA Connecticut Healthcare System, 950 Campbell Ave, West Haven, CT 06516, USA,Yale School of Public Health, Yale University, 60 College St., New Haven, CT 06510, USA,Center for Interdisciplinary Research on AIDS, Yale School of Public Health, Yale University, 135 College St., Suite 200, New Haven, CT 06510, USA,Department of Internal Medicine, Yale School of Medicine, Yale University, 330 Cedar St., Boardman 110, P.O. Box 208056, New Haven, CT 06520, USA
| | - David A. Fiellin
- Yale Center for Medical Informatics, Yale School of Medicine, Yale University, 333 Cedar St., New Haven, CT 06510, USA,Center for Interdisciplinary Research on AIDS, Yale School of Public Health, Yale University, 135 College St., Suite 200, New Haven, CT 06510, USA,Department of Internal Medicine, Yale School of Medicine, Yale University, 330 Cedar St., Boardman 110, P.O. Box 208056, New Haven, CT 06520, USA
| | - William C. Becker
- VA Connecticut Healthcare System, 950 Campbell Ave, West Haven, CT 06516, USA,Department of Internal Medicine, Yale School of Medicine, Yale University, 330 Cedar St., Boardman 110, P.O. Box 208056, New Haven, CT 06520, USA
| |
Collapse
|
13
|
Achieving the Institute of Medicine’s 6 Aims for Quality in the Midst of the Opioid Crisis: Considerations for the Emergency Department. J Emerg Nurs 2017; 43:512-518. [DOI: 10.1016/j.jen.2017.05.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 04/21/2017] [Accepted: 05/23/2017] [Indexed: 01/11/2023]
|
14
|
Chronic pain and opioid misuse: a review of reviews. SUBSTANCE ABUSE TREATMENT PREVENTION AND POLICY 2017; 12:36. [PMID: 28810899 PMCID: PMC5558770 DOI: 10.1186/s13011-017-0120-7] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 08/06/2017] [Indexed: 01/08/2023]
Abstract
Objective The crisis of prescription opioid (PO) related harms has focused attention toward identifying and treating high-risk populations. This review aims to synthesize systematic reviews on the epidemiology and clinical management of comorbid chronic pain and PO or other substance misuse. Methods A systematic database search was conducted to identify systematic reviews published between 2000 and 2016. Eligible studies were systematic reviews related to chronic non-cancer pain and PO or other substance misuse. Evidence from the included reviews was synthesized according to epidemiology and clinical management themes. Results Of 1908 identified articles, 18 systematic reviews were eligible for final inclusion. Two meta-analyses estimated the prevalence of chronic non-cancer pain in individuals using POs non-medically to be approximately 48% to 60%, which is substantially higher than the prevalence of chronic non-cancer pain in general population samples (11% to 19%). Five systematic reviews estimated the rates of PO or other opioid use in chronic pain populations with substantial variation in results (0.05% to 81%), likely due to widely varying definitions of dependence, substance use disorder, misuse, addiction, and abuse. Several clinical assessment and treatment approaches were identified, including: standardized assessment instruments; urine drug testing; medication counts; prescription drug monitoring programs; blood level monitoring; treatment agreements; opioid selection; dosing and dispensing strategies; and opioid agonist treatment. However, the reviews commonly noted serious limitations, inconsistencies, and imprecision of studies, and a lack of evidence on effectiveness or clinical utility for the majority of these strategies. Conclusion Overall, current systematic reviews have found a lack of high-quality evidence or consistent findings on the prevalence, risk factors, and optimal clinical assessment and treatment approaches related to concurrent chronic pain and substance misuse. Given the role of systematic reviews in guiding evidence-based medicine and health policy, there is an urgent need for high-quality primary research to guide future systematic reviews to address the escalating epidemic of harms related to chronic pain and substance misuse. Electronic supplementary material The online version of this article (doi:10.1186/s13011-017-0120-7) contains supplementary material, which is available to authorized users.
Collapse
|
15
|
Treister R, Trudeau JJ, Van Inwegen R, Jones JK, Katz NP. Development and feasibility of the misuse, abuse, and diversion drug event reporting system (MADDERS®). Am J Addict 2016; 25:641-651. [PMID: 28051840 DOI: 10.1111/ajad.12459] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 09/14/2016] [Accepted: 10/02/2016] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Inappropriate use of analgesic drugs has become increasingly pervasive over the past decade. Currently, drug abuse potential is primarily assessed post-marketing; no validated tools are available to assess this potential in phase II and III clinical trials. This paper describes the development and feasibility testing of a Misuse, Abuse, and Diversion Drug Event Reporting System (MADDERS), which aims to identify potentially abuse-related events and classify them according to a recently developed classification scheme, allowing the quantification of these events in clinical trials. METHODS The system was initially conceived and designed with input from experts and patients, followed by field-testing to assess its feasibility and content validity in both completed and ongoing clinical trials. RESULTS The results suggest that MADDERS is a feasible system with initial validity. It showed higher rates of the triggering events in subjects taking medications with known abuse potential than in patients taking medications without abuse potential. Additionally, experts agreed on the classification of most abuse-related events in MADDERS. DISCUSSION AND CONCLUSIONS MADDERS is a new systematic approach to collect information on potentially abuse-related events in clinical trials and classify them. The system has demonstrated feasibility for implementation. Additional research is ongoing to further evaluate its validity. SCIENTIFIC SIGNIFICANCE Currently, there are no validated tools to assess drug abuse potential during clinical trials. Because of its ease of implementation, its systematic approach, and its preliminary validation results, MADDERS could provide such a tool for clinical trials. (Am J Addict 2016;25:641-651).
Collapse
Affiliation(s)
- Roi Treister
- Department of Neurology, Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts.,Analgesic Solutions, Natick, Massachusetts
| | | | | | - Judith K Jones
- The Degge Group, Fairfax, Virginia.,Georgetown University School of Medicine, Washington, District of Columbia.,University of Michigan School of Public Health, Ann Arbor, Michigan
| | - Nathaniel P Katz
- Analgesic Solutions, Natick, Massachusetts.,Tufts University, Boston, Massachusetts
| |
Collapse
|
16
|
Becker WC, Fiellin DA, Black AC, Kostovich CT, Kerns RD, Fraenkel L. Initial development of patient-reported instrument assessing harm, efficacy, and misuse of long-term opioid therapy. ACTA ACUST UNITED AC 2016; 53:127-36. [PMID: 27006339 DOI: 10.1682/jrrd.2014.11.0285] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2014] [Revised: 09/11/2015] [Indexed: 11/05/2022]
Abstract
Guidelines on long-term opioid therapy recommend frequent reassessment of harm, efficacy, and misuse of these potentially harmful and sometimes ineffective medications. In primary care, there is a need for a brief, patient-reported instrument. This report details the initial steps in the development of such an instrument. An interdisciplinary team of clinician-scientists performed four discrete steps in this study: (1) conceptualization of the purpose and function of the instrument, (2) assembly of an item pool, (3) expert rating on which items were most important to include in the instrument, and (4) modification of expert-selected items based on a reading level check and cognitive interviews with patients. A diverse panel of 47 subject matter experts was presented with 69 items to rate on a 1-9 scale in terms of importance for inclusion in the instrument. The panel highly rated 37 items: 8 related to harm, 4 related to efficacy, and 25 related to misuse. These 37 items were then tested for patient comprehension and modified as needed. Next steps in development will include further item reduction, testing against a gold standard, and assessment of the instrument's effect on clinical outcomes.
Collapse
Affiliation(s)
- William C Becker
- Department of Veterans Affairs (VA) Connecticut Healthcare System, West Haven, CT
| | | | | | | | | | | |
Collapse
|
17
|
The Canary in the Coal Mine Tweets: Social Media Reveals Public Perceptions of Non-Medical Use of Opioids. PLoS One 2015; 10:e0135072. [PMID: 26252774 PMCID: PMC4529203 DOI: 10.1371/journal.pone.0135072] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 07/17/2015] [Indexed: 11/19/2022] Open
Abstract
Objective Non-medical prescription opioid use is a growing public health concern. Social media is an emerging tool to understand health attitudes, beliefs, and behaviors. Methods We retrieved a sample of publicly available Twitter messages in early 2014, using common opioid medication names and slang search terms. We used content analysis to code messages by user, context of message (personal vs general experiences), and key content themes. Results We reviewed 540 messages, of which 375 (69%) messages were related to opioid behaviors. Of these, 316 (84%) originated from individual user accounts; 125 messages expressed personal experience with opioids. The majority of personal messages referenced using opioids to obtain a “high”, use for sleep, or other non-intended use (87,70%). General attitudes regarding opioid use included positive sentiment (52, 27%), comments on others peoples opioid use (57, 30%), and messages containing public health information or links (48, 25%). Conclusions In a sample of social media messages mentioning opioid medications, the most common theme amongst English users related to various forms of opioid misuse. Social media can provide insights into the types of misuse of opioids that might aid public health efforts to reduce non-medical opioid use.
Collapse
|
18
|
Smith SM, Paillard F, McKeown A, Burke LB, Edwards RR, Katz NP, Papadopoulos EJ, Rappaport BA, Slagle A, Strain EC, Wasan AD, Turk DC, Dworkin RH. Instruments to Identify Prescription Medication Misuse, Abuse, and Related Events in Clinical Trials: An ACTTION Systematic Review. THE JOURNAL OF PAIN 2015; 16:389-411. [PMID: 25660826 DOI: 10.1016/j.jpain.2015.01.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 01/07/2015] [Accepted: 01/08/2015] [Indexed: 11/27/2022]
Abstract
UNLABELLED Measurement of inappropriate medication use events (eg, abuse or misuse) in clinical trials is important in characterizing a medication's abuse potential. However, no gold standard assessment of inappropriate use events in clinical trials has been identified. In this systematic review, we examine the measurement properties (ie, content validity, cross-sectional reliability and construct validity, longitudinal construct validity, ability to detect change, and responder definitions) of instruments assessing inappropriate use of opioid and nonopioid prescription medications to identify any that meet U.S. and European regulatory agencies' rigorous standards for outcome measures in clinical trials. Sixteen published instruments were identified, most of which were not designed for the selected concept of interest and context of use. For this reason, many instruments were found to lack adequate content validity (or documentation of content validity) to evaluate current inappropriate medication use events; for example, evaluating inappropriate use across the life span rather than current use, including items that did not directly assess inappropriate use (eg, questions about anger), or failing to capture information pertinent to inappropriate use events (eg, intention and route of administration). In addition, the psychometric data across all instruments were generally limited in scope. A further limitation is the heterogeneous, nonstandardized use of inappropriate medication use terminology. These observations suggest that available instruments are not well suited for assessing current inappropriate medication use within the specific context of clinical trials. Further effort is needed to develop reliable and valid instruments to measure current inappropriate medication use events in clinical trials. PERSPECTIVE This systematic review evaluates the measurement properties of inappropriate medication use (eg, abuse or misuse) instruments to determine whether any meet regulatory standards for clinical trial outcome measures to assess abuse potential.
Collapse
Affiliation(s)
- Shannon M Smith
- Department of Anesthesiology, University of Rochester School of Medicine and Dentistry, Rochester, New York.
| | | | - Andrew McKeown
- Department of Anesthesiology, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | | | - Robert R Edwards
- Department of Anesthesiology, Brigham & Women's Hospital, Boston, Massachusetts
| | - Nathaniel P Katz
- Department of Anesthesia, Tufts University, Boston, Massachusetts; Analgesic Solutions, Natick, Massachusetts
| | | | - Bob A Rappaport
- United States Food and Drug Administration, Silver Spring, Maryland
| | - Ashley Slagle
- United States Food and Drug Administration, Silver Spring, Maryland
| | - Eric C Strain
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ajay D Wasan
- Departments of Anesthesiology and Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Dennis C Turk
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, Washington
| | - Robert H Dworkin
- Departments of Anesthesiology and Neurology, and Center for Human Experimental Therapeutics, University of Rochester School of Medicine and Dentistry, Rochester, New York
| |
Collapse
|
19
|
Krebs EE, Bergman AA, Coffing JM, Campbell SR, Frankel RM, Matthias MS. Barriers to Guideline-Concordant Opioid Management in Primary Care—A Qualitative Study. THE JOURNAL OF PAIN 2014; 15:1148-1155. [DOI: 10.1016/j.jpain.2014.08.006] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 08/18/2014] [Accepted: 08/23/2014] [Indexed: 11/26/2022]
|
20
|
Macintyre PE, Huxtable CA, Flint SLP, Dobbin MDH. Costs and Consequences: A Review of Discharge Opioid Prescribing for ongoing Management of Acute Pain. Anaesth Intensive Care 2014; 42:558-74. [DOI: 10.1177/0310057x1404200504] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Over recent years there has been a growing need for patients to be sent home from hospital with prescribed opioids for ongoing management of their acute pain. Increasingly complex surgery is being performed on a day-stay or 23-hour-stay basis and inpatients after major surgery and trauma are now discharged at a much earlier stage than in the past. However, prescription of opioids to be self-administered at home is not without risk. In addition to the potential for acute adverse effects, including opioid-induced ventilatory impairment and impairment of driving skills, a review of the literature shows that opioid use continues in some patients for some years after surgery. There are also indications that over-prescription of discharge opioids occur with a significant amount not consumed, resulting in a potentially large pool of unused opioid available for later use by either the patient or others in the community. Concerns about the potential for harm arising from prescription of opioids for ongoing acute pain management after discharge are relatively recent. However, at a time when serious problems resulting from the non-medical use of opioids have reached epidemic proportions in the community, all doctors must be aware of the potential risks and be able to identify and appropriately manage patients where there might be a risk of prolonged opioid use or misuse. Anaesthetists are ideally placed to exercise stewardship over the use of opioids, so that these drugs can maintain their rightful place in the post-discharge analgesic pharmacopoeia.
Collapse
Affiliation(s)
- P. E. Macintyre
- Department of Anaesthesia, Pain Medicine and Hyperbaric Medicine, Royal Adelaide Hospital, Adelaide, South Australia
- Acute Pain Service, Department of Anaesthesia, Pain Medicine and Hyperbaric Medicine, Royal Adelaide Hospital, Adelaide, Discipline of Acute Care Medicine, University of Adelaide, Adelaide, South Australia
| | - C. A. Huxtable
- Department of Anaesthesia, Pain Medicine and Hyperbaric Medicine, Royal Adelaide Hospital, Adelaide, South Australia
| | - S. L. P. Flint
- Department of Anaesthesia, Pain Medicine and Hyperbaric Medicine, Royal Adelaide Hospital, Adelaide, South Australia
- Department of Anaesthesia, Queen Elizabeth Hospital, Adelaide, South Australia
| | - M. D. H. Dobbin
- Department of Anaesthesia, Pain Medicine and Hyperbaric Medicine, Royal Adelaide Hospital, Adelaide, South Australia
- Department of Forensic Medicine, Monash University, Melbourne, Victoria
| |
Collapse
|
21
|
Cheatle MD, Barker C. Improving opioid prescription practices and reducing patient risk in the primary care setting. J Pain Res 2014; 7:301-11. [PMID: 24966692 PMCID: PMC4062552 DOI: 10.2147/jpr.s37306] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Chronic pain is complex, and the patient suffering from chronic pain frequently experiences concomitant medical and psychiatric disorders, including mood and anxiety disorders, and in some cases substance use disorders. Ideally these patients would be referred to an interdisciplinary pain program staffed by pain medicine, behavioral health, and addiction specialists. In practice, the majority of patients with chronic pain are managed in the primary care setting. The primary care clinician typically has limited time, training, or access to resources to effectively and efficiently evaluate, treat, and monitor these patients, particularly when there is the added potential liability of prescribing opioids. This paper reviews the role of opioids in managing chronic noncancer pain, including efficacy and risk for misuse, abuse, and addiction, and discusses several models employing novel technologies and health delivery systems for risk assessment, intervention, and monitoring of patients receiving opioids in a primary care setting.
Collapse
Affiliation(s)
- Martin D Cheatle
- Center for Studies of Addiction, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Cody Barker
- Center for Studies of Addiction, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
22
|
O'Connor AB, Turk DC, Dworkin RH, Katz NP, Colucci R, Haythornthwaite JA, Klein M, O'Brien C, Posner K, Rappaport BA, Reisfield G, Adams EH, Balster RL, Bigelow GE, Burke LB, Comer SD, Cone E, Cowan P, Denisco RA, Farrar JT, Foltin RW, Haddox DJ, Hertz S, Jay GW, Junor R, Kopecky EA, Leiderman DB, McDermott MP, Palmer PP, Raja SN, Rauschkolb C, Rowbotham MC, Sampaio C, Setnik B, Smith SM, Sokolowska M, Stauffer JW, Walsh SL, Zacny JP. Abuse liability measures for use in analgesic clinical trials in patients with pain: IMMPACT recommendations. Pain 2014; 154:2324-2334. [PMID: 24148704 DOI: 10.1016/j.pain.2013.06.035] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Revised: 06/10/2013] [Accepted: 06/19/2013] [Indexed: 10/26/2022]
Abstract
Assessing and mitigating the abuse liability (AL) of analgesics is an urgent clinical and societal problem. Analgesics have traditionally been assessed in randomized clinical trials (RCTs) designed to demonstrate analgesic efficacy relative to placebo or an active comparator. In these trials, rigorous, prospectively designed assessment for AL is generally not performed. The Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) convened a consensus meeting to review the available evidence and discuss methods for improving the assessment of the AL of analgesics in clinical trials in patients with pain. Recommendations for improved assessment include: (1) performing trials that include individuals with diverse risks of abuse; (2) improving the assessment of AL in clinical trials (eg, training study personnel in the principles of abuse and addiction behaviors, designing the trial to assess AL outcomes as primary or secondary outcome measures depending on the trial objectives); (3) performing standardized assessment of outcomes, including targeted observations by study personnel and using structured adverse events query forms that ask all subjects specifically for certain symptoms (such as euphoria and craving); and (4) collecting detailed information about events of potential concern (eg, unexpected urine drug testing results, loss of study medication, and dropping out of the trial). The authors also propose a research agenda for improving the assessment of AL in future trials.
Collapse
Affiliation(s)
- Alec B O'Connor
- Department of Medicine, University of Rochester, Rochester, NY, USA Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA Department of Anesthesiology, University of Rochester, Rochester, NY, USA Analgesic Solutions, Natick, MA, USA Department of Anesthesiology, Tufts University School of Medicine, Boston, MA, USA Colucci & Associates LLC, Newtown, CT, USA Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA United States Food and Drug Administration, Silver Spring, MD, USA Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, PA, USA Center for Suicide Risk Assessment, New York State Psychiatric Institute/College of Physicians and Surgeons, Columbia University, New York, NY, USA Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA Covance, Princeton, NJ, USA Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, USA American Chronic Pain Association, Rocklin, CA, USA National Institute on Drug Abuse, Rockville, MD, USA Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA Purdue Pharma LP, Stamford, CT, USA Department of Public Health & Community Medicine, Tufts University School of Medicine, Boston, MA, USA Pfizer Inc, Ann Arbor, MI, USA Eisai Limited, Woodcliff Lake, NJ, USA Endo Pharmaceuticals Inc, Chadds Ford, PA, USA CNS Drug Consulting LLC, McLean, VA, USA Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA AcelRx Pharmaceuticals Inc, Redwood City, CA, USA Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University, Baltimore School of Medicine, MD, USA Johnson & Johnson Pharmaceutical Research & Development LLC, Raritan, NJ, USA California Pacific Medical Center Research Institute, San Francisco, CA, USA Clinical Pharmacology and Therapeutics Laboratory, Faculdade de Medicina de Lisboa, Lisbon, Portugal King Pharmaceuticals Inc, Cary, NC, USA Grünenthal USA Inc, Bedminster, NJ, USA Durect Corporation, Cupertino, CA, USA Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky, KY, USA Department of Anesthesia & Critical Care, University of Chicago, Chicago, IL, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
23
|
|