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Aronowitz SV, Jacoby SF, Compton P, Shults J, Robinson A, Richmond TS. The Impact of Intentionality of Injury and Substance Use History on Receipt of Discharge Opioid Medication in a Cohort of Seriously Injured Black Men. J Racial Ethn Health Disparities 2021; 8:1347-1355. [PMID: 33057997 PMCID: PMC8044265 DOI: 10.1007/s40615-020-00896-3] [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: 05/27/2020] [Revised: 10/07/2020] [Accepted: 10/09/2020] [Indexed: 10/23/2022]
Abstract
Black patients are less likely than white patients to receive pain treatment, especially opioids, for both acute and chronic pain. Black men are at higher risk than other populations of being "assumed criminal" regardless of any involvement in criminal activity. Additionally, certain injury and patient characteristics such as intentionality of injury and substance use history may lead providers to suspect criminal involvement and impact pain treatment decisions. The purpose of this study was to describe factors that predict receipt of opioid prescription at hospital discharge. We conducted a secondary analysis of data from a cohort of 623 seriously injured Black men treated at trauma centers in Philadelphia between 2013 and 2017. Regression models were used to examine relationships between discharge opioid prescriptions, injury intent, and substance use history. Controlling for age, injury severity, pain score, length of hospital stay (LOS), insurance type, and year of study, receipt of opioids was not impacted by injury intent. However, patients who self-reported substance overuse were less likely to receive opioids than those who did not. Patients with higher injury severity, pain scores, and longer LOS were more likely to receive opioids. Of patients who received opioids, patients with higher pain scores and longer LOS received higher dosages than those with lower scores and shorter LOS. While previous research highlights stigmatization experienced by intentionally injured patients, injury intent did not impact receipt of discharge opioid prescriptions in this study. Future research should continue to explore the effect of injury intent on patients' experiences in the healthcare system.
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Affiliation(s)
- Shoshana V Aronowitz
- National Clinician Scholars Program, University of Pennsylvania, 13th Floor Blockley Hall, 423 Guardian Drive, Philadelphia, PA, 19104-6021, USA.
| | - Sara F Jacoby
- School of Nursing, University of Pennsylvania, 418 Curie Blvd., Philadelphia, PA, 19104, USA
| | - Peggy Compton
- School of Nursing, University of Pennsylvania, 418 Curie Blvd., Philadelphia, PA, 19104, USA
| | - Justine Shults
- Department of Biostatistics, University of Pennsylvania, 423 Guardian Dr., Philadelphia, PA, 19104, USA
| | - Andrew Robinson
- School of Nursing, University of Pennsylvania, 418 Curie Blvd., Philadelphia, PA, 19104, USA
| | - Therese S Richmond
- School of Nursing, University of Pennsylvania, 418 Curie Blvd., Philadelphia, PA, 19104, USA
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Charkhgard N, Razaghi E. Opiates Possibly Boosted Human Civilization. IRANIAN JOURNAL OF PSYCHIATRY AND BEHAVIORAL SCIENCES 2021; 15. [DOI: 10.5812/ijpbs.114491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 07/24/2021] [Accepted: 08/17/2021] [Indexed: 09/01/2023]
Abstract
: Testosterone is a fundamental biological drive for human survival. Evidence documents an association between the evolutionary suppression of testosterone and the civilization processes, especially their socialization and family colonization abilities, among early humans. Interestingly, opiates suppress testosterone as a side effect. However, in clinical practice, clients undergoing opioid substitution therapy have subnormal, normal, or even above-normal testosterone. This paper discusses a possibility indicating that opiates promoted civilization processes among early humans. We further suggest that modern humans might have inherited the positive impact of opiates on early humans as a biological propensity for using opioids. Some users may use opioids for self-medication to decrease their extraordinarily high testosterone levels.
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Hussain MI, Nelson AM, Yeung BG, Sukumar L, Zheng K. How the presentation of patient information and decision-support advisories influences opioid prescribing behavior: A simulation study. J Am Med Inform Assoc 2021; 27:613-620. [PMID: 32016407 DOI: 10.1093/jamia/ocz213] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 11/08/2019] [Accepted: 11/26/2019] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE The United States faces an opioid crisis. Integrating prescription drug monitoring programs into electronic health records offers promise to improve opioid prescribing practices. This study aimed to evaluate 2 different user interface designs for prescription drug monitoring program and electronic health record integration. MATERIALS AND METHODS Twenty-four resident physicians participated in a randomized controlled experiment using 4 simulated patient cases. In the conventional condition, prescription opioid histories were presented in tabular format, and computerized clinical decision support (CDS) was provided via interruptive modal dialogs (ie, pop-ups). The alternative condition featured a graphical opioid history, a cue to visit that history, and noninterruptive CDS. Two attending pain specialists judged prescription appropriateness. RESULTS Participants in the alternative condition wrote more appropriate prescriptions. When asked after the experiment, most participants stated that they preferred the alternative design to the conventional design. CONCLUSIONS How patient information and CDS are presented appears to have a significant influence on opioid prescribing behavior.
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Affiliation(s)
- Mustafa I Hussain
- Department of Informatics, University of California, Irvine, Irvine, California, USA
| | - Ariana M Nelson
- Department of Anesthesiology and Perioperative Care, School of Medicine, University of California, Irvine, Irvine, California, USA
| | - Brent G Yeung
- Department of Anesthesiology and Perioperative Care, School of Medicine, University of California, Irvine, Irvine, California, USA
| | - Lauren Sukumar
- Departments of Computer Science and Information Systems and Decision Sciences, California State University, Fullerton, Fullerton, California, USA
| | - Kai Zheng
- Department of Informatics, University of California, Irvine, Irvine, California, USA
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Mpofu E, Ingman S, Matthews-Juarez P, Rivera-Torres S, Juarez PD. Trending the evidence on opioid use disorder (OUD) continuum of care among rural American Indian/Alaskan Native (AI/AN) tribes: A systematic scoping review. Addict Behav 2021; 114:106743. [PMID: 33359980 DOI: 10.1016/j.addbeh.2020.106743] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 10/19/2020] [Accepted: 11/13/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND American Indian/Alaskan Native (AI/AN) communities are second only to White Americans in mortality from opioid use disorder (OUD), while the smallest racial/ethnic minority population group in the USA. Those in rural communities experience significant health care disparities, including poorer treatment access for substance use disorder. This systematic scoping review aimed to trend the emerging evidence on opioid use disorder (OUD) management among rural AI/AN communities as well as workforce training needs. METHOD We searched the Medline, Embase, PsycInfo, SSCI, and Digital theses databases for empirical study publications on OUD management among AI/AN rural communities across the continuum of prevention, treatment and care. Eight studies met the following criteria: (a) focused on OUD; (b) sampled rural AI/AN members; (c) investigated prevention, treatment and/or care perspectives and/or practices or health provider preparation; and (d) published during the period 2009-2020. Included studies met the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) quality control standards. FINDINGS Six of eight of the studies (75%) were surveys with community members and other stakeholders on OUD management within rural AI/AN communities rather than active interventions within this population. Moreover, five of eight of the studies (63%) reported a preference for culturally grounded health and wellness interventions with rural AI/AN, involving families, and community interventionists, utilizing community reinforcement approaches. Three of eight studies (37.5%) reported need for the cultural adaption of medication-assisted treatments (MAT) and use of culturally informed recovery care approaches. One of eight studies (12.5%) proposed to use culturally adapted contingency management behavioral approaches for OUD treatment and recovery care. CONCLUSION The evidence is trending to endorse culturally adapted OUD management with rural AI/AN communities, prioritizing prevention education, and use of MAT with cultural adaptation and whole person approaches to sustainable recovery care. Mental health care should be a part OUD prevention, treatment and recovery care in rural AI/AN rural communities.
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Affiliation(s)
- Elias Mpofu
- University of North Texas, TX, United States; The University of Sydney, Australia; The University of Johannesburg, South Africa.
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Bonnesen K, Nikolajsen L, Bøggild H, Hostrup Nielsen P, Jacobsen C, Viemose Nielsen D. Chronic post-operative opioid use after open cardiac surgery: A Danish population-based cohort study. Acta Anaesthesiol Scand 2021; 65:47-57. [PMID: 32813883 PMCID: PMC7754369 DOI: 10.1111/aas.13688] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 07/22/2020] [Accepted: 08/10/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND Knowledge of chronic opioid use after cardiac surgery is sparse. We therefore aimed to describe the proportion of new chronic post-operative opioid use after open cardiac surgery. METHODS We used prospectively registered data from a national prescription registry and a clinical registry of 29 815 first-time cardiac surgeries from three Danish university hospitals. Data collection spanned from 2003 to 2016. The main outcome was chronic post-operative opioid use, defined as at least one opioid dispensing in the fourth post-operative quarter. Data were assessed for patient-level predictors of chronic post-operative opioid use, including pre-operative opioid use, opioid use at discharge, comorbidities, and procedural related variables. RESULTS The overall proportion of post-operative opioid use was 10.6% (95% CI: 10.2-10.9). The proportion of new chronic post-operative opioid use was 5.7% (95% CI: 5.5-6.0) among pre-operative opioid naïve patients. The corresponding proportions among patients, who pre-operatively used low or high dose opioid (1-500 mg or > 500 mg cumulative morphine equivalent opioid), were 68.3% (95% CI: 66.1-70.4) and 76.3% (95% CI: 74.0-78.5) respectively. Risk factors associated with new chronic post-operative opioid use included: female gender, underweight and obesity, pre-operative comorbidities, acute surgery, ICU-time > 1 day, and post-operative complications. Strongest predictor of chronic post-operative opioid use was post-discharge use of opioid within one month after surgery (odds ratio 3.3, 95% CI: 2.8-4.0). CONCLUSION New chronic post-operative opioid use after open cardiac surgery is common. Focus on post-discharge opioid use may help clinicians to reduce rates of new chronic opioid users.
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Affiliation(s)
- Kasper Bonnesen
- Department of Clinical Epidemiology Aarhus University Hospital Aarhus Denmark
| | - Lone Nikolajsen
- Department of Anesthesiology and Intensive Care Aarhus University Hospital Aarhus Denmark
| | - Henrik Bøggild
- Public Health and Epidemiology Department of Health Science and Technology Aalborg University Aalborg Denmark
- Unit of Clinical Biostatistics Aalborg University Hospital Aalborg Denmark
| | - Per Hostrup Nielsen
- Department of Cardiothoracic Surgery Aarhus University Hospital Aalborg Denmark
| | - Carl‐Johan Jacobsen
- Department of Anesthesiology and Intensive Care Aarhus University Hospital Aarhus Denmark
| | - Dorthe Viemose Nielsen
- Department of Anesthesiology and Intensive Care Aarhus University Hospital Aarhus Denmark
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Bérubé M, Moore L, Lauzier F, Côté C, Vogt K, Tremblay L, Martel MO, Pagé G, Tardif PA, Pinard AM, Hameed SM, Perreault K, Sirois C, Bélanger C, Turgeon AF. Strategies aimed at preventing chronic opioid use in trauma and acute care surgery: a scoping review protocol. BMJ Open 2020; 10:e035268. [PMID: 32295777 PMCID: PMC7200027 DOI: 10.1136/bmjopen-2019-035268] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Revised: 03/24/2020] [Accepted: 03/26/2020] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Globally every year, millions of patients sustain traumatic injuries and require acute care surgeries. A high incidence of chronic opioid use (up to 58%) has been documented in these populations with significant negative individual and societal impacts. Despite the importance of this public health issue, optimal strategies to limit the chronic use of opioids after trauma and acute care surgery are not clear. We aim to identify existing strategies to prevent chronic opioid use in these populations. METHODS AND ANALYSIS We will perform a scoping review of peer-reviewed and non-peer-reviewed literature to identify studies, reviews, recommendations and guidelines on strategies aimed at preventing chronic opioid use in patients after trauma and acute care surgery. We will search MEDLINE, EMBASE, PsycINFO, CINHAL, Cochrane Central Register of Controlled Trials, Web of Science, ProQuest and websites of trauma and acute care surgery, pain, government and professional organisations. Databases will be searched for papers published from 1 January 2005 to a maximum of 6 months before submission of the final manuscript. Two reviewers will independently evaluate studies for eligibility and extract data from included studies using a standardised data abstraction form. Preventive strategies will be classified according to their types and targeted trauma populations and acute care surgery procedures. ETHICS AND DISSEMINATION Research ethics approval is not required as this study is based on the secondary use of published data. This work will inform research and clinical stakeholders on the required next steps towards the uptake of effective strategies aimed at preventing chronic opioid use in trauma and acute care surgery patients.
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Affiliation(s)
- Mélanie Bérubé
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Québec, Québec, Canada
- Faculty of Nursing, Université Laval, Québec, Québec, Canada
| | - Lynne Moore
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Québec, Québec, Canada
- Department of Social and Preventative Medicine, Université Laval, Québec, Québec, Canada
| | - François Lauzier
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Québec, Québec, Canada
- Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec, Québec, Canada
| | - Caroline Côté
- Faculty of Nursing, Université Laval, Québec, Québec, Canada
| | - Kelly Vogt
- Department of Surgery, London Health Sciences Centre (Victoria Hospital), London, Ontario, Canada
| | - Lorraine Tremblay
- Department of General Surgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Departement of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Marc-Olivier Martel
- Faculty of Dentistry & Department of Anesthesia, McGill University, Montréal, Québec, Canada
| | - Gabrielle Pagé
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montréal, Québec, Canada
- Research center of the Centre hospitalier de l'Université de Montréal (CRCHUM), Université de Montréal, Montréal, Québec, Canada
| | - Pier-Alexandre Tardif
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Québec, Québec, Canada
| | - Anne-Marie Pinard
- Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec, Québec, Canada
| | - S Morad Hameed
- Department of Surgery, Vancouver Costal Health (Vancouver General Hospital), Vancouver, British Columbia, Canada
| | - Kadija Perreault
- Department of Social and Preventative Medicine, Université Laval, Québec, Québec, Canada
| | - Caroline Sirois
- Department of Social and Preventative Medicine, Université Laval, Québec, Québec, Canada
| | - Carole Bélanger
- Faculty of Nursing, Université Laval, Québec, Québec, Canada
| | - Alexis F Turgeon
- Population Health and Optimal Health Practices Research Unit, Trauma - Emergency - Critical Care Medicine, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Québec, Québec, Canada
- Department of Anesthesiology and Critical Care Medicine, Université Laval, Québec, Québec, Canada
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Promoting interdisciplinary research to respond to public health crises: The response of the Columbia University CTSA to the opioid crisis. J Clin Transl Sci 2019; 4:22-27. [PMID: 32257407 PMCID: PMC7103466 DOI: 10.1017/cts.2019.426] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 09/21/2019] [Accepted: 09/24/2019] [Indexed: 12/20/2022] Open
Abstract
Effectively addressing public health crises requires dynamic and nimble interdisciplinary collaborations across the translational spectrum, from bench to clinic to community. The Clinical and Translational Science Award (CTSA) Program hubs are uniquely suited to facilitate interdisciplinary collaborations across universities and academic medical centers. This paper describes the activities at the Columbia University CTSA Program hub to address a current public health crisis, the opioid epidemic. Columbia's CTSA Program hub led a three-phase approach, based on the Conceptual Model of Transdisciplinary Scientific Collaboration as described by Stokols et al.: (1) a university-wide planning and brainstorming phase to identify key leaders across many domains who are influential in addressing the opioid epidemic, (2) a campus-wide and community outreach to identify all interested parties, and (3) ongoing targeted support for collaboration development. Preliminary metrics of success are interdisciplinary collaborations and grant funding. We describe recent examples of how interdisciplinary collaboration, academic-community partnership, and pilot funding contributed to the development and funding of innovative interdisciplinary research, including the New York site of the HEALing Communities initiative. The processes are now being used to support interdisciplinary approaches for other translational public health issues.
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Bérubé M, Deslauriers V, Leduc S, Turcotte V, Dupuis S, Roy I, Clairoux S, Panic S, Nolet M. Feasibility of a tapering opioids prescription program for trauma patients at high risk of chronic consumption (TOPP-trauma): protocol for a pilot randomized controlled trial. Pilot Feasibility Stud 2019; 5:67. [PMID: 31110776 PMCID: PMC6511175 DOI: 10.1186/s40814-019-0444-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 04/09/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Opioid use disorder (OUD) and deaths related to the chronic use of opioids have increased significantly over the last two decades. Chronic consumption of opioids has been documented in many patients with traumatic injuries. Preliminary research findings have shown that interventions using cognitive-behavioral strategies were a promising adjunct in decreasing the burden associated with opioid consumption. Accordingly, the Tapering Opioids Prescription Program in Trauma (TOPP-Trauma) was developed. PURPOSE To assess the feasibility of the TOPP-Trauma intervention and its research methods; and explore the potential efficacy of TOPP-Trauma in reducing opioid consumption. METHODS A 2-arm pilot randomized controlled trial (RCT) will be conducted in patients presenting a high risk for chronic opioid consumption. Fifty participants at high risk for chronic consumption of opioid will receive either TOPP-Trauma or an educational pamphlet. The feasibility assessment of TOPP-Trauma will be based on the ability to provide its components as initially planned. Several parameters will be evaluated to determine the feasibility of the research methods, including the adequacy of the sampling pool, the dropout rate, and the ease of data collection. The morphine equivalent dose (MED) per day between both groups will be measured at 6 and 12 weeks. Pain intensity and pain interference with activities will also be evaluated at the same time points. DISCUSSION This study will provide evidence on the feasibility of a preventive program aimed at reducing chronic opioid use in high risk trauma patients. Information will also be gathered on the methods that should be used to test the efficacy of such programs. TRIAL REGISTRATION International Standard Randomized Controlled Trial Number (ISRCTN): 40263056. Registered 26 May 2018.
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Affiliation(s)
- M. Bérubé
- Faculty of Nursing, Laval University, 1050 Avenue de la Médecine, Quebec City, QC G1V 0A6 Canada
- Research Center, CHU de Québec, Quebec City, QC Canada
| | - V. Deslauriers
- Department of Surgery, Faculty of Medicine, Université de Montréal, Montreal, QC Canada
| | - S. Leduc
- Department of Surgery, Faculty of Medicine, Université de Montréal, Montreal, QC Canada
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
| | - V. Turcotte
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
| | - S. Dupuis
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, QC Canada
| | - I. Roy
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
| | - S. Clairoux
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, QC Canada
| | - S. Panic
- Department of Surgery, Faculty of Medicine, Université de Montréal, Montreal, QC Canada
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
| | - M. Nolet
- Centre Intégré Universitaire de Santé et de Services Sociaux du Nord-de-l’Île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, Montreal, QC Canada
- Department of Anesthesiology, Faculty of Medicine, Université de Montreal, Montreal, QC Canada
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Mallow PJ, Belk KW, Topmiller M, Strassels SA. Geographic variation in hospital costs, payments, and length of stay for opioid-related hospital visits in the USA. J Pain Res 2018; 11:3079-3088. [PMID: 30584350 PMCID: PMC6287520 DOI: 10.2147/jpr.s184724] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Despite the rise in opioid-related hospitalizations, there has been little research regarding opioid-related healthcare utilization. The objective of this study was to estimate the mean adjusted hospital costs, payments, and length of stay (LOS) for opioid-related visits for the nation and each of the nine US census regions. METHODS An observational study of retrospective claims data from the Vizient health system database was conducted. Eligible visits had a principal diagnosis of opioid use or dependence defined by ICD, ninth and tenth revision (ICD-9/10), and occurred between January 2014 and June 2017. Separate regression models for inpatient and outpatient visits were generated to estimate the adjusted costs, payments, and LOS for opioid-related visits. RESULTS A total of 193,614 (32,713 inpatient and 160,901 outpatient) visits met the inclusion criteria. The overall adjusted mean cost, payment, and LOS for an inpatient opioid-related visit were $4,383 (range between regions: $2,894-$5,835), $6,689 (range between regions: $4,038-$9,001), and 4.35 days (range between regions: 3.8-5.7 days), respectively. The overall adjusted mean cost and payment for an outpatient opioid-related visit were $533 (range between regions: $395-$802) and $374 (range between regions: $187-$574), respectively. Opioid-related hospital costs, payments, and LOS varied across the US. Data on the regional variation and national averages are necessary for hospitals to benchmark their services and more effectively manage this population. CONCLUSION Future research should examine intraregion utilization to understand the effect of prices and level of services.
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Affiliation(s)
- Peter J Mallow
- Health Services Administration, Xavier University, Cincinnati, OH 45229, USA,
| | - Kathy W Belk
- Health Data Analytics, Vizient, Inc., Mooresville, NC 28115, USA
| | - Michael Topmiller
- HealthLandscape, American Academy of Family Physicians, Cincinnati, OH 45209, USA
| | - Scott A Strassels
- Department of Surgery, Center for Surgical Health Assessment, Research, and Policy, Ohio State University, Columbus, OH 43210, USA
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Lentz TA, Beneciuk JM, George SZ. Prediction of healthcare utilization following an episode of physical therapy for musculoskeletal pain. BMC Health Serv Res 2018; 18:648. [PMID: 30126409 PMCID: PMC6102917 DOI: 10.1186/s12913-018-3470-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 08/14/2018] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND In the United States, value-based purchasing has created the need for healthcare systems to prospectively identify patients at risk for high healthcare utilization beyond a physical therapy episode for musculoskeletal pain. The purpose of this study was to determine predictors of pain-related healthcare utilization subsequent to an index episode of physical therapy for musculoskeletal pain. METHODS This study assessed data from the Optimal Screening for Prediction of Referral and Outcome (OSPRO) longitudinal cohort study that recruited individuals with a primary complaint of neck, low back, knee or shoulder pain in physical therapy (n = 440). Demographics, health-related information, review of systems, comorbidity and pain-related psychological distress measures were collected at baseline evaluation. Baseline to 4-week changes in pain intensity, disability, and pain-related psychological distress were measured as treatment response variables. At 6-months and 1-year after baseline evaluation, individuals reported use of opioids, injection, surgery, diagnostic tests or imaging, and emergency room visits for their pain condition over the follow-up period. Separate prediction models were developed for any subsequent care and service-specific utilization. RESULTS Subsequent pain-related healthcare utilization was reported by 43% (n = 106) of the study sample that completed the 12-month follow-up (n = 246). Baseline disability and 4-week change in pain intensity were important global predictors of subsequent healthcare utilization. Age, insurance status, comorbidity burden, baseline pain, and 4-week changes in pain intensity, disability and pain-related psychological distress predicted specific service utilization. CONCLUSION In those completing follow up measures, risk of additional pain-related healthcare utilization after physical therapy was best predicted by baseline characteristics and 4-week treatment response variables for pain intensity, disability and pain-related psychological distress. These findings suggest treatment monitoring of specific response variables could enhance identification of those at risk for future healthcare utilization in addition to baseline assessment. Further study is required to determine how specific characteristics of the clinical encounter influence future utilization.
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Affiliation(s)
- Trevor A Lentz
- Duke Clinical Research Institute, Duke University, 2400 Pratt Street, Durham, NC, 27705, USA.
| | - Jason M Beneciuk
- Department of Physical Therapy, College of Public Health & Health Professions, University of Florida, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA.,Brooks Rehabilitation Clinical Research Center, 3901 University Blvd. South, Suite 103, Jacksonville, FL, 32216, USA
| | - Steven Z George
- Duke Clinical Research Institute, Department of Orthopaedic Surgery, Duke University, 2400 Pratt Street, Durham, NC, 27705, USA
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Witkiewitz K, Votaw VR, Vowles KE, Kranzler HR. Opioid Misuse as a Predictor of Alcohol Treatment Outcomes in the COMBINE Study: Mediation by Medication Adherence. Alcohol Clin Exp Res 2018; 42:1249-1259. [PMID: 29873089 PMCID: PMC6063524 DOI: 10.1111/acer.13772] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 04/12/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Alcohol is often consumed with opioids and alcohol misuse interferes with treatment for opioid use disorder (OUD). Drug misuse is associated with worse alcohol use disorder (AUD) treatment outcomes, yet no studies have investigated the role of opioid misuse in AUD treatment outcomes. METHODS We conducted secondary analyses of the medication conditions of the COMBINE study (n = 1,226), a randomized clinical trial of medications (acamprosate and/or naltrexone) and behavioral interventions (medication management and/or behavioral intervention) for alcohol dependence. We examined associations between baseline opioid misuse and the use of cannabis and other drugs with time to first drinking day, time to first heavy drinking day, and the frequency and intensity of drinking during treatment and 1 year following treatment, based on latent profile analysis. Opioid misuse was defined as use of illicit or prescription opioids without a prescription or not as directed in the previous 6 months, in the absence of OUD. Self-reported cannabis and other drug use were also examined. Seventy individuals (5.7%) met the opioid misuse definition and 542 (44.2%) reported use of cannabis or other drugs without opioid misuse. We also examined medication adherence as a potential mediator. RESULTS Baseline opioid misuse significantly predicted the time to first heavy drinking day (OR = 1.38 [95% CI: 1.13, 1.64], p = 0.001) and a higher probability of being in a heavier and more frequent drinking profile at the end of treatment (OR = 2.90 [95% CI: 1.43, 5.90], p = 0.003), and at 1 year following treatment (OR = 2.66 [95% CI: 1.26, 5.59], p = 0.01). Cannabis and other drug use also predicted outcomes. Medication adherence partially mediated the association between opioid misuse, cannabis use, other drug use, and treatment outcomes. CONCLUSIONS Opioid misuse and other drug use were associated with poorer AUD treatment outcomes, which was partially mediated by medication adherence. Clinicians and researchers should assess opioid misuse and other drug use in patients undergoing AUD treatment.
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Affiliation(s)
- Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
- Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, New Mexico
| | - Victoria R Votaw
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Kevin E Vowles
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Henry R Kranzler
- Center for Studies of Addiction, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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Jones MR, Viswanath O, Peck J, Kaye AD, Gill JS, Simopoulos TT. A Brief History of the Opioid Epidemic and Strategies for Pain Medicine. Pain Ther 2018; 7:13-21. [PMID: 29691801 PMCID: PMC5993682 DOI: 10.1007/s40122-018-0097-6] [Citation(s) in RCA: 223] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Indexed: 12/30/2022] Open
Abstract
The opioid epidemic has resulted from myriad causes and will not be solved by any simple solution. Consequent to a staggering increase in opioid-related deaths in the USA, various governmental inputs and stakeholder strategies have been proposed and implemented with varying success. This article summarizes the history of opioid use and explores the causes for the present day epidemic. Recent trends in opioid-related data demonstrate an almost fourfold increase in overdose deaths from 1999 to 2008. Tragically, opioids claimed over 64,000 lives just last year. Some solutions have undergone legislation, including the limitation of numbers of opioids postsurgery, as well as growing national prevalence of enhanced recovery after surgery protocols which focus on reduced postoperative opioid consumption and shortened hospital stays. Stricter prescribing practices and prescription monitoring programs have been instituted in the recent past. Improvement in abuse deterrent strategies which is a major focus of the Food and Drug Administration (FDA) for all opioid preparations will likely play an important role by increasing the safety of these medications. Future potential strategies such as additional legislative policies, public awareness, and physician education are also detailed in this review.
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Affiliation(s)
- Mark R Jones
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
| | - Omar Viswanath
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Jacquelin Peck
- Johns Hopkins Medical Center, All Children's Hospital, St. Petersburg, FL, USA
| | - Alan D Kaye
- Louisiana State University Health Science Center, New Orleans, LA, USA
| | - Jatinder S Gill
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Thomas T Simopoulos
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
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13
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An Interdisciplinary Pain Rehabilitation Program for Veterans with Chronic Pain: Description and Initial Evaluation of Outcomes. Pain Res Manag 2018; 2018:3941682. [PMID: 29849842 PMCID: PMC5932417 DOI: 10.1155/2018/3941682] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 03/13/2018] [Accepted: 03/18/2018] [Indexed: 12/02/2022]
Abstract
Objective Chronic pain conditions are prominent among Veterans. To leverage the biopsychosocial model of pain and comprehensively serve Veterans with chronic pain, the San Francisco Veterans Affairs Healthcare System has implemented the interdisciplinary pain rehabilitation program (IPRP). This study aims to (1) understand initial changes in treatment outcomes following IPRP, (2) investigate relationships between psychological factors and pain outcomes, and (3) explore whether changes in psychological factors predict changes in pain outcomes. Methods A retrospective study evaluated relationships between clinical pain outcomes (pain intensity, pain disability, and opioid use) and psychological factors (depressive symptoms, catastrophizing, and “acceptable” level of pain) and changes in these outcomes following treatment. Multiple regression analysis explored whether changes in psychological variables significantly predicted changes in pain disability. Results Catastrophizing and depressive symptoms were positively related to pain disability, while “acceptable” level of pain was idiosyncratically related to pain intensity. Pain disability and psychological variables showed significant changes in their expected directions. Regression analysis indicated that only changes in depressive symptoms significantly predicted changes in pain disability. Conclusion Our results are consistent with evidence-based clinical practice guidelines for the management of chronic pain in Veterans. Further investigation of interdisciplinary treatment programs in Veterans is warranted.
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Witkiewitz K, Vowles KE. Alcohol and Opioid Use, Co-Use, and Chronic Pain in the Context of the Opioid Epidemic: A Critical Review. Alcohol Clin Exp Res 2018; 42:478-488. [PMID: 29314075 PMCID: PMC5832605 DOI: 10.1111/acer.13594] [Citation(s) in RCA: 137] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 12/29/2017] [Indexed: 12/20/2022]
Abstract
The dramatic increase in opioid misuse, opioid use disorder (OUD), and opioid-related overdose deaths in the United States has led to public outcry, policy statements, and funding initiatives. Meanwhile, alcohol misuse and alcohol use disorder (AUD) are a highly prevalent public health problem associated with considerable individual and societal costs. This study provides a critical review of alcohol and opioid misuse, including issues of prevalence, morbidity, and societal costs. We also review research on interactions between alcohol and opioid use, the influence of opioids and alcohol on AUD and OUD treatment outcomes, respectively, the role of pain in the co-use of alcohol and opioids, and treatment of comorbid OUD and AUD. Heavy drinking, opioid misuse, and chronic pain individually represent significant public health problems. Few studies have examined co-use of alcohol and opioids, but available data suggest that co-use is common and likely contributes to opioid overdose-related morbidity and mortality. Co-use of opioids and alcohol is related to worse outcomes in treatment for either substance. Finally, chronic pain frequently co-occurs with use (and co-use) of alcohol and opioids. Opioid use and alcohol use are also likely to complicate the treatment of chronic pain. Research on the interactions between alcohol and opioids, as well as treatment of the comorbid disorders is lacking. Currently, most alcohol research excludes patients with OUD and there is lack of measurement in both AUD and OUD research in relation to pain-related functioning. Research in those with chronic pain often assesses opioid use, but rarely assesses alcohol use or AUD. New research to examine the nexus of alcohol, opioids, and pain, as well as their treatment, is critically needed.
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Affiliation(s)
- Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, NM
| | - Kevin E Vowles
- Department of Psychology, University of New Mexico, Albuquerque, NM
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Abstract
PURPOSE OF REVIEW The opioid crisis most likely is the most profound public health crisis our nation has faced. In 2015 alone, 52,000 people died of drug overdoses, with over 30,000 of those people dying from opioid drugs. A recent community forum led by the Cleveland Clinic contrasted this yearly death rate with the loss of 58,000 American lives in 4 years of the Vietnam War. The present review describes the origins of this opioid epidemic and provides context for our present circumstances. RECENT FINDINGS Alarmingly, the overwhelming majority of opioid abusers begin their addiction with prescription medications, primarily for chronic pain. Chronic postoperative pain, which occurs in 10-50% of surgical patients, is a major concern in many types of surgery. Nationwide, the medical community has made it a priority to ensure that postsurgical analgesia is sufficient to control pain without increasing non-medically appropriate opioid use. The opioid epidemic remains a significant pressing issue and will not resolve easily. Numerous factors, including the inappropriate prescription of opioids, lack of understanding of the potential adverse effects of long-term therapy, opioid misuse, abuse, and dependence, have contributed to the current crisis.
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Affiliation(s)
- Nalini Vadivelu
- Department of Anesthesiology, Yale University, TMP3 333, Cedar Street, New Haven, CT, 06520, USA.
| | - Alice M Kai
- Department of Internal Medicine, NYU Winthrop Hospital, 259 First Street, Mineola, NY, 11501, USA
| | - Vijay Kodumudi
- Medical Student, University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, CT, 06030-1905, USA
| | - Julie Sramcik
- Department of Anesthesiology, Yale University, TMP3 333, Cedar Street, New Haven, CT, 06520, USA
| | - Alan D Kaye
- Department of Anesthesiology, Louisiana State University Health Sciences Center, 1542 Tulane Ave, Suite 656, New Orleans, LA, 70112, USA
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Fujita T. Routine or Selective Opioid Antagonist for Enhanced Bowel Recovery after Surgery. J Am Coll Surg 2016; 223:422-3. [PMID: 27456252 DOI: 10.1016/j.jamcollsurg.2016.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2016] [Accepted: 05/15/2016] [Indexed: 11/17/2022]
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17
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Mao JJ, Dusek JA. Integrative Medicine as Standard Care for Pain Management: The Need for Rigorous Research. PAIN MEDICINE 2016; 17:1181-1182. [PMID: 27230075 DOI: 10.1093/pm/pnw102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Jun J Mao
- The Bendheim Center for Integrative Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jeffery A Dusek
- Penny George Institute for Health and Healing Allina Health, Minneapolis, Minnesota, USA
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