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Turcotte JJ, Brennan JC, Johnson AH, King PJ, MacDonald JH. Managing an epidemic within a pandemic: orthopedic opioid prescribing trends during COVID-19. Arch Orthop Trauma Surg 2024:10.1007/s00402-024-05329-y. [PMID: 38661999 DOI: 10.1007/s00402-024-05329-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/14/2024] [Indexed: 04/26/2024]
Abstract
INTRODUCTION In response to the opioid epidemic, a multitude of policy and clinical-guideline based interventions were launched to combat physician overprescribing. However, the sudden rise of the Covid-19 pandemic disrupted all aspects of healthcare delivery. The purpose of this study was to evaluate how opioid prescribing patterns changed during the Covid-19 pandemic within a large multispecialty orthopedic practice. MATERIALS AND METHODS A retrospective review of 1,048,559 patient encounters from January 1, 2015 to December 31, 2022 at a single orthopedic practice was performed. Primary outcomes were the percent of encounters with opioids prescribed and total morphine milligram equivalents (MMEs) per opioid prescription. Differences in outcomes were assessed by calendar year. Encounters were then divided into two groups: pre-Covid (1/1/2019-2/29/2020) and Covid (3/1/2020-12/31/2022). Univariate analyses were used to evaluate differences in diagnoses and outcomes between periods. Multivariate analysis was performed to assess changes in outcomes during Covid after controlling for differences in diagnoses. Statistical significance was assessed at p < 0.05. RESULTS The percentage of encounters with opioids prescribed decreased from a high of 4.0% in 2015 to a low of 1.6% in 2021 and 2022 (p < 0.001). MMEs per prescription decreased from 283.6 ± 213.2 in 2015 to a low of 138.6 ± 100.4 in 2019 (p < 0.001). After adjusting for diagnoses, no significant differences in either opioid prescribing rates (post-COVID OR = 0.997, p = 0.893) or MMEs (post-COVID β = 2.726, p = 0.206) were observed between the pre- and post-COVID periods. CONCLUSION During the Covid-19 pandemic opioid prescribing levels remained below historical averages. While continued efforts are needed to minimize opioid overprescribing, it appears that the significant progress made toward this goal was not lost during the pandemic era.
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Affiliation(s)
- Justin J Turcotte
- Luminis Health Anne Arundel Medical Center, Department of Orthopedics, 2000 Medical Parkway, Suite 503, Annapolis, MD, 21401, USA.
| | - Jane C Brennan
- Luminis Health Anne Arundel Medical Center, Department of Orthopedics, 2000 Medical Parkway, Suite 503, Annapolis, MD, 21401, USA
| | - Andrea H Johnson
- Luminis Health Anne Arundel Medical Center, Department of Orthopedics, 2000 Medical Parkway, Suite 503, Annapolis, MD, 21401, USA
| | - Paul J King
- Luminis Health Anne Arundel Medical Center, Department of Orthopedics, 2000 Medical Parkway, Suite 503, Annapolis, MD, 21401, USA
| | - James H MacDonald
- Luminis Health Anne Arundel Medical Center, Department of Orthopedics, 2000 Medical Parkway, Suite 503, Annapolis, MD, 21401, USA
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Beaulieu-Jones BR, Berrigan MT, Robinson KA, Marwaha JS, Kent TS, Brat GA. An Institutional Curriculum for Opioid Prescribing Education: Outcomes From 2017 to 2022. J Surg Res 2024; 295:1-8. [PMID: 37951062 PMCID: PMC10922287 DOI: 10.1016/j.jss.2023.09.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 09/12/2023] [Accepted: 09/16/2023] [Indexed: 11/13/2023]
Abstract
INTRODUCTION Prescription opioids, including those prescribed after surgery, have greatly contributed to the US opioid epidemic. Educating opioid prescribers is a crucial component of ensuring the safe use of opioids among surgical patients. METHODS An annual opioid prescribing education curriculum was implemented among new surgical prescribers at our institution between 2017 and 2022. The curriculum includes a single 75-min session which is comprised of several components: pain medications (dosing, indications, and contraindications); patients at high risk for uncontrolled pain and/or opioid misuse or abuse; patient monitoring and care plans; and state and federal regulations. Participants were asked to complete an opioid knowledge assessment before and after the didactic session. RESULTS Presession and postsession assessments were completed by 197 (89.6%) prescribers. Across the five studied years, the median presession score was 54.5%. This increased to 63.6% after completion of the curriculum, representing a median relative knowledge increase of 18.2%. The median relative improvement was greatest for preinterns and interns (18.2% for both groups); smaller improvements were observed for postgraduate year 2-5 residents (9.1%) and advanced practice providers (9.1%). On a scale of 1 to 10 (with 5 being comfortable), median (interquartile range) self-reported comfort in prescribing opioids increased from 3 (2-5) before education to 5 (4-6) after education (P < 0.001). CONCLUSIONS Each year, the curriculum substantially improved provider knowledge of and comfort in opioid prescribing. Despite increased national awareness of the opioid epidemic and increasing institutional initiatives to improve opioid prescribing practices, there was a sustained knowledge and comfort gap among new surgical prescribers. The observed effects of our opioid education curriculum highlight the value of a simple and efficient educational initiative.
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Affiliation(s)
- Brendin R Beaulieu-Jones
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts; Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
| | - Margaret T Berrigan
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts
| | - Kortney A Robinson
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts
| | - Jayson S Marwaha
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts; Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
| | - Tara S Kent
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts
| | - Gabriel A Brat
- Department of Surgery, Beth Israel Deaconess Medical Center (BIDMC), Boston, Massachusetts; Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.
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Nguyen AP, Palzes VA, Binswanger IA, Ahmedani BK, Altschuler A, Andrade SE, Bailey SR, Clark RE, Haller IV, Hechter RC, Karmali R, Metz VE, Poulsen MN, Roblin DW, Rosa CL, Rubinstein AL, Sanchez K, Stephens KA, Yarborough BJH, Campbell CI. Association of initial opioid prescription duration and an opioid refill by pain diagnosis: Evidence from outpatient settings in ten US health systems. Prev Med 2024; 179:107828. [PMID: 38110159 PMCID: PMC11046737 DOI: 10.1016/j.ypmed.2023.107828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/06/2023] [Accepted: 12/15/2023] [Indexed: 12/20/2023]
Abstract
OBJECTIVE The Centers for Disease Control and Prevention's 2022 Clinical Practice Guideline for Prescribing Opioids for Pain cautioned that inflexible opioid prescription duration limits may harm patients. Information about the relationship between initial opioid prescription duration and a subsequent refill could inform prescribing policies and practices to optimize patient outcomes. We assessed the association between initial opioid duration and an opioid refill prescription. METHODS We conducted a retrospective cohort study of adults ≥19 years of age in 10 US health systems between 2013 and 2018 from outpatient care with a diagnosis for back pain without radiculopathy, back pain with radiculopathy, neck pain, joint pain, tendonitis/bursitis, mild musculoskeletal pain, severe musculoskeletal pain, urinary calculus, or headache. Generalized additive models were used to estimate the association between opioid days' supply and a refill prescription. RESULTS Overall, 220,797 patients were prescribed opioid analgesics upon an outpatient visit for pain. Nearly a quarter (23.5%) of the cohort received an opioid refill prescription during follow-up. The likelihood of a refill generally increased with initial duration for most pain diagnoses. About 1 to 3 fewer patients would receive a refill within 3 months for every 100 patients initially prescribed 3 vs. 7 days of opioids for most pain diagnoses. The lowest likelihood of refill was for a 1-day supply for all pain diagnoses, except for severe musculoskeletal pain (9 days' supply) and headache (3-4 days' supply). CONCLUSIONS Long-term prescription opioid use increased modestly with initial opioid prescription duration for most but not all pain diagnoses examined.
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Affiliation(s)
- Anh P Nguyen
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, United States of America.
| | - Vanessa A Palzes
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America
| | - Ingrid A Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, United States of America; Colorado Permanente Medical Group, Denver, CO, United States of America; Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, United States of America; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States of America
| | - Brian K Ahmedani
- Center for Health Policy & Health Services Research, Henry Ford Health, Detroit, MI, United States of America
| | - Andrea Altschuler
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America
| | - Susan E Andrade
- Meyers Primary Care Health Institute/Fallon Health, Worcester, MA, United States of America
| | - Steffani R Bailey
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - Robin E Clark
- Department of Family Medicine and Community Health, University of Massachusetts Chan School of Medicine, Worcester, MA, United States of America
| | - Irina V Haller
- Essentia Institute of Rural Health, Duluth, MN, United States of America
| | - Rulin C Hechter
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States of America; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States of America
| | | | - Verena E Metz
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America
| | - Melissa N Poulsen
- Department of Population Health Sciences, Geisinger, Danville, PA, United States of America
| | - Douglas W Roblin
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente, Rockville, MD, United States of America
| | - Carmen L Rosa
- Center for the Clinical Trials Network, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, United States of America
| | - Andrea L Rubinstein
- Department of Pain Medicine, The Permanente Medical Group, Santa Rosa, CA, United States of America
| | - Katherine Sanchez
- Baylor Scott & White Research Institute, Dallas, TX, United States of America; School of Social Work, University of Texas at Arlington, Arlington, TX, United States of America
| | - Kari A Stephens
- Department of Family Medicine, University of Washington, Seattle, WA, United States of America
| | - Bobbi Jo H Yarborough
- Kaiser Permanente Northwest Center for Health Research, Portland, OR, United States of America
| | - Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States of America; Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States of America
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Biesboer EA, Al Tannir AH, Karam BS, Tyson K, Peppard WJ, Morris R, Murphy P, Elegbede A, de Moya MA, Trevino C. A Prescribing Guideline Decreases Postoperative Opioid Prescribing in Emergency General Surgery. J Surg Res 2024; 293:607-612. [PMID: 37837815 DOI: 10.1016/j.jss.2023.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 08/30/2023] [Accepted: 09/04/2023] [Indexed: 10/16/2023]
Abstract
INTRODUCTION Patients prescribed higher opioid dosages have a higher risk of persistent opioid use, overdose, and death. There is a lack of standardization for opioid prescribing for acute surgical pain in emergency general surgery (EGS) patients. We hypothesized that implementing a guideline to standardize opioid prescribing would be associated with a decrease in prescribing at hospital discharge for EGS patients without increasing additional postdischarge refills. METHODS This was a quasi-experimental study evaluating opioid prescribing by EGS providers before and after the implementation of a prescribing guideline. Patients were assigned to preguideline and postguideline groups based on admission date surrounding the implementation of the guideline. The primary outcome was the proportion of patients receiving an opioid prescription for ≥50 Morphine Milligram Equivalents (MME) per day on hospital discharge. RESULTS There were 227 patients in the preguideline group and 226 patients in the postguideline group. After guideline implementation, median total MME prescribed decreased from 113 (interquartile range = 75) to 75 (interquartile range = 75, P = 0.03). The proportion of patients receiving a prescription for daily MME ≥50 also decreased from 75% to 25% (P ≤0.01). There were no increases in requested refills (17% versus 16%, P = 0.72) or received refills (14% versus 14%, P = 0.98). Guideline compliance ranged from 75% in ventral hernia repair patients to 94% in laparoscopic cholecystectomy patients. CONCLUSIONS A departmental guideline to standardize postoperative opioid prescriptions was associated with a decrease in the amount of MMEs prescribed to EGS patients without an increase in requested or received refills.
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Affiliation(s)
- Elise A Biesboer
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Abdul Hafiz Al Tannir
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Basil S Karam
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Katherine Tyson
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - William J Peppard
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Pharmacy, Froedtert Hospital, Milwaukee, Wisconsin
| | - Rachel Morris
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Patrick Murphy
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Anuoluwapo Elegbede
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Marc A de Moya
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Colleen Trevino
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin.
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Engel-Rebitzer E, Dolan A, Shofer FS, Schapira MM, Hess EP, Rhodes KV, Bellamkonda VR, Msw EG, Bell J, Schwarz L, Schiller E, Lewis-Salley D, McCollum S, Zyla M, Becker LB, Graves RL, Meisel ZF. The association between specific narrative elements and patient perspectives on acute pain treatment. Am J Emerg Med 2023; 74:84-89. [PMID: 37797399 PMCID: PMC10924766 DOI: 10.1016/j.ajem.2023.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Narratives are effective tools for communicating with patients about opioid prescribing for acute pain and improving patient satisfaction with pain management. It remains unclear, however, whether specific narrative elements may be particularly effective at influencing patient perspectives. METHODS This study was a secondary analysis of data collected for Life STORRIED, a multicenter RCT. Participants included 433 patients between 18 and 70 years-old presenting to the emergency department (ED) with renal colic or musculoskeletal back pain. Participants were instructed to view one or more narrative videos during their ED visit in which a patient storyteller discussed their experiences with opioids. We examined associations between exposure to individual narrative features and patients' 1) preference for opioids, 2) recall of opioid-related risks and 3) perspectives about the care they received. RESULTS Participants were more likely to watch videos featuring storytellers who shared their race or gender. We found that participants who watched videos that contained specific narrative elements, for example mention of prescribed opioids, were more likely to recall having received information about pain treatment options on the day after discharge (86.3% versus 72.9%, p = 0.02). Participants who watched a video that discussed family history of addiction reported more participation in their treatment decision than those who did not (7.6 versus 6.8 on a ten-point scale, p = 0.04). CONCLUSIONS Participants preferentially view narratives featuring storytellers who share their race or gender. Narrative elements were not meaningfully associated with patient-centered outcomes. These findings have implications for the design of narrative communication tools.
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Affiliation(s)
- Eden Engel-Rebitzer
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA; Brigham and Women's Hospital, Boston, MA, USA.
| | - Abby Dolan
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA; Urban Health Lab at the Penn Medicine Center for Health Justice, Perelman School of Medicine at the University of Pennsylvania, USA; Department of Emergency Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Frances S Shofer
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA; Department of Emergency Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Marilyn M Schapira
- Center for Health Equity Research and Promotion (CHERP), Philadelphia VA Medical Center, Philadelphia, PA, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA; University of Pennsylvania Department of General and Internal Medicine, Philadelphia, PA, USA
| | - Erik P Hess
- Department of Emergency Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Vanderbilt University School of Medicine, Department of Emergency Medicine, Nashville, TN, USA
| | - Karin V Rhodes
- Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Venkatesh R Bellamkonda
- Department of Emergency Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Erica Goldberg Msw
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeffrey Bell
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Linda Schwarz
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Elise Schiller
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Dena Lewis-Salley
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon McCollum
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Zyla
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Lance B Becker
- Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Rachel Lynn Graves
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA
| | - Zachary F Meisel
- Center for Emergency Care Policy and Research, University of Pennsylvania, Philadelphia, PA, USA; Department of Emergency Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA; Penn Injury Science Center, University of Pennsylvania, Philadelphia, PA 19104, USA
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Huang Y, Aparasu RR, Varisco TJ. Outpatient opioid prescribing by Alzheimer's diagnosis among older adults with pain in United States. BMC Geriatr 2023; 23:465. [PMID: 37528367 PMCID: PMC10394812 DOI: 10.1186/s12877-023-04115-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/16/2023] [Indexed: 08/03/2023] Open
Abstract
OBJECTIVE To examine opioid prescribing practices for pain in older adults with and without Alzheimer's Disease and Related Dementias (ADRD). METHODS This cross-sectional study used National Ambulatory Medical Care Survey data (2014-2016, and 2018). Adults aged ≥ 50 years with pain were analyzed. Prescribing of opioid and concomitant sedative prescriptions (including benzodiazepines, Z-drugs, and barbiturates) were identified by the Multum lexicon code. Multivariable logistic regression evaluated the risk of opioid prescribing or co-prescribing of opioid and sedative associated with ADRD in older adults with pain. RESULTS There were 13,299 office visits in older adults with pain, representing 451.75 million visits. Opioid prescribing occurred in 27.19%; 30% involved co-prescribing of opioids and sedatives. ADRD was not associated with opioid prescribing or co-prescribing of opioid and sedative therapy. CONCLUSIONS Opioid and sedatives are commonly prescribed in older adults with pain. Longitudinal studies need to understand the etiology and chronicity of opioid use in older patients, specifically with ADRD.
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Affiliation(s)
- Yinan Huang
- Department of Pharmacy Administration, University of Mississippi College of Pharmacy, 235 Faser Hall, Oxford, Mississippi, 38677, USA.
| | - Rajender R Aparasu
- Department of Pharmaceutical Health Outcome and Policy, University of Houston College of Pharmacy, Houston, USA
| | - Tyler J Varisco
- Department of Pharmaceutical Health Outcome and Policy, University of Houston College of Pharmacy, Houston, USA
- Prescription Drug Misuse Education and Research Center, University of Houston College of Pharmacy, Houston, USA
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Derricks V, Gainsburg I, Shields C, Fiscella K, Epstein R, Yu V, Griggs JJ. Examining the effects of physician burnout on pain management for patients with advanced lung cancer. Support Care Cancer 2023; 31:469. [PMID: 37458824 DOI: 10.1007/s00520-023-07899-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 06/21/2023] [Indexed: 07/20/2023]
Abstract
PURPOSE Physician burnout is generally associated with worse clinical outcomes. The purpose of this study is to examine the effects of physician burnout on the quality of physicians' pain assessment and opioid prescribing for patients with advanced lung cancer. Moreover, we test whether these relationships are moderated by patient-level factors, such as patient race and activation level, that have a demonstrated impact on clinical encounters. METHODS We conducted a secondary analysis of data from a multisite randomized field experiment. From 2012 to 2016, 96 primary care physicians and oncologists who treated solid tumors were recruited from hospitals and medical sites in three small metropolitan and rural areas in the USA. Physicians saw two unannounced standardized patients who presented with advanced lung cancer. Standardized patients varied across race (Black or White) and activation level (activated, typical). Visits were audio recorded and transcribed. Pain management was evaluated by the quality of pain assessment and opioid prescribing during these visits. RESULTS Mixed-effects linear regression and generalized mixed-effects modeling showed that higher levels of burnout were associated with a greater likelihood of prescribing an opioid and prescribing stronger opioid doses for patients. These effects were not moderated by patient race or activation level. CONCLUSION Findings from this work inform our understanding of physician-level factors that impact clinical decision-making in the context of cancer pain management. Specifically, this study identifies the role of physician burnout on the quality of prescribing for patients with advanced lung cancer.
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Affiliation(s)
- Veronica Derricks
- Department of Psychology, Indiana University-Purdue University Indianapolis, 402 N Blackford St., Indianapolis, IN, 46202, USA.
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA.
| | - Izzy Gainsburg
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
- Ross School of Business, University of Michigan, Ann Arbor, MI, USA
- John F. Kennedy School of Government, Harvard University, Cambridge, MA, USA
| | - Cleveland Shields
- Human Development & Family Studies, Purdue University, West Lafayette, IN, USA
| | - Kevin Fiscella
- Department of Family Medicine, University of Rochester School of Medicine, Rochester, NY, USA
| | - Ronald Epstein
- Department of Family Medicine, University of Rochester School of Medicine, Rochester, NY, USA
| | - Veronica Yu
- Department of Family Medicine, University of Rochester School of Medicine, Rochester, NY, USA
| | - Jennifer J Griggs
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI, USA
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
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Mondoñedo JR, Brescia AA, Clark MJ, Chang ML, Jiang S, He C, Welsh RJ, Popoff AM, Kulkarni MG, Lall SC, Pratt JW, Adams KN, Alnajjar RM, Martin JR, Gandhi DB, Brummett CM, Chang AC, Lagisetty KH. Evidence-based opioid prescribing guidelines after lung resection: a prospective, multicenter analysis. J Thorac Dis 2023; 15:3285-3294. [PMID: 37426143 PMCID: PMC10323572 DOI: 10.21037/jtd-22-1621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 03/24/2023] [Indexed: 07/11/2023]
Abstract
Background Opioid prescribing guidelines have significantly decreased overprescribing and post-discharge use after cardiac surgery; however, limited recommendations exist for general thoracic surgery patients, a similarly high-risk population. We examined opioid prescribing and patient-reported use to develop evidence-based, opioid prescribing guidelines after lung cancer resection. Methods This prospective, statewide, quality improvement study was conducted between January 2020 to March 2021 and included patients undergoing surgical resection of a primary lung cancer across 11 institutions. Patient-reported outcomes at 1-month follow-up were linked with clinical data and Society of Thoracic Surgery (STS) database records to characterize prescribing patterns and post-discharge use. The primary outcome was quantity of opioid used after discharge; secondary outcomes included quantity of opioid prescribed at discharge and patient-reported pain scores. Opioid quantities are reported in number of 5-mg oxycodone tablets (mean ± standard deviation). Results Of the 602 patients identified, 429 met inclusion criteria. Questionnaire response rate was 65.0%. At discharge, 83.4% of patients were provided a prescription for opioids of mean size 20.5±13.1 pills, while patients reported using 8.2±13.0 pills after discharge (P<0.001), including 43.7% who used none. Those not taking opioids on the calendar day prior to discharge (32.4%) used fewer pills (4.4±8.1 vs. 11.7±14.9, P<0.001). Refill rate was 21.5% for patients provided a prescription at discharge, while 12.5% of patients not prescribed opioids at discharge required a new prescription before follow-up. Pain scores were 2.4±2.5 for incision site and 3.0±2.8 for overall pain (scale 0-10). Conclusions Patient-reported post-discharge opioid use, surgical approach, and in-hospital opioid use before discharge should be used to inform prescribing recommendations after lung resection.
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Affiliation(s)
| | | | - Melissa J. Clark
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Matthew L. Chang
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Shannon Jiang
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Chang He
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Robert J. Welsh
- Beaumont Hospital, Royal Oak, MI, USA
- Beaumont Hospital, Troy, MI, USA
| | | | | | | | | | | | | | | | | | - Chad M. Brummett
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Andrew C. Chang
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
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9
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Morgan BM, Long JB, Boyd SS, Davies MF, Kunselman AR, Stetter CM, Andreae MH. Liberal vs. restricted opioid prescribing following midurethral sling dataset. Data Brief 2023; 48:109144. [PMID: 37383763 PMCID: PMC10293997 DOI: 10.1016/j.dib.2023.109144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 06/30/2023] Open
Abstract
Postoperative opioid prescribing has historically lacked information critical to balancing the pain control needs of the individual patient with our professional responsibility to judiciously prescribe these high-risk medications. This data evaluates pain control, satisfaction with pain control, and opioid utilization among patients undergoing isolated mid-urethral sling (MUS) randomized to one of two different opioid prescribing regimens. This study was registered on clinicaltrials.gov (NCT04277975). Women undergoing isolated MUS by a Female Pelvic Medicine and Reconstructive Surgery physician at a Penn State Health hospital from June 1, 2020 to November 22, 2021 were offered enrollment into this prospective, randomized, open-label, non-inferiority clinical trial. Participants gave informed consent and were enrolled by a member of the study team. Allocation was concealed to patient and study personnel until randomization on the day of surgery. Preoperatively, all participants completed baseline demographic and pain surveys including CSI-9, PCS, and Likert pain score (scale 0-10). Participants were randomized to either receive a standard prescription of ten 5 mg tablets oxycodone provided preoperatively (standard) or opioid prescription provided only upon patient request postoperatively (restricted). Randomization was performed by the study team surgeon using the REDCap randomization module on the day of surgery. Following MUS, subjects completed a daily diary for 1 week, i.e., postoperative day (POD) 0 through 7. Within the dairy, subjects provided the following information: average daily pain score, opioid use and amount of opioid utilized, other forms of pain management, satisfaction with pain control, perception of the amount of opioid prescribed, and need for pain management hospital/clinic visits. The online Prescription Drug Monitoring Program (PDMP) was queried for all patients to determine if prescriptions for opioids were filled during the postoperative period. The primary outcome was average postoperative day 1 pain score and an a priori determined margin of non-inferiority was set at 2 points. Secondary outcomes included whether subject filled an opioid prescription (indicated by the online PDMP), opioid use (yes/no), satisfaction with pain control (on a scale of 1= "much worse" to 5= "much better" than expected), and how subjects felt about the amount of opioid prescribed (on a scale of 1="prescribed far more" to 3="prescribed the right amount" to 5="prescribed far less" opioid than needed). 82 participants underwent isolated MUS placement and met inclusion criteria; 40 were randomized to the standard arm and 42 to the restricted group. Within this manuscript, we detail the data obtained from this randomized clinical trial and the methods utilized.
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Affiliation(s)
- Brianne M. Morgan
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Jaime B. Long
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Sarah S. Boyd
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Matthew F. Davies
- Department of Obstetrics and Gynecology, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Allen R. Kunselman
- Department of Public Health Sciences, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Christy M. Stetter
- Department of Public Health Sciences, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA
| | - Michael H. Andreae
- Department of Anesthesiology, University of Utah Hospital, 50 N. Medical Drive, Salt Lake City, UT 84132, USA
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10
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Treitler P, Samples H, Hermida R, Crystal S. Association of a State Prescribing Limits Policy with Opioid Prescribing and Long-term Use: an Interrupted Time Series Analysis. J Gen Intern Med 2023; 38:1862-1870. [PMID: 36609812 PMCID: PMC10271990 DOI: 10.1007/s11606-022-07991-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/22/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Prescription opioids were a major initial driver of the opioid crisis. States have attempted to reduce overprescribing by enacting policies that limit opioid prescriptions, but the impacts of such policies on new prescribing and subsequent transitions to long-term use are not fully understood. OBJECTIVE To examine the association of implementation of a state prescribing limits policy with opioid prescribing and transitions to long-term opioid use. DESIGN Interrupted time series analyses assessing trends in new opioid prescriptions and long-term use before and after policy implementation. PATIENTS A total of 130,591 New Jersey Medicaid enrollees ages 18-64 who received an initial opioid prescription from January 2014 to December 2019. INTERVENTIONS New Jersey's opioid prescribing limit policy implemented in March 2017. MAIN MEASURES Total new opioid prescriptions, percentage of new prescriptions with >5 days' supply, and transition to long-term opioid use, defined as having opioid supply on day 90 after the initial prescription. KEY RESULTS Policy implementation was associated with a significant monthly increase in new opioid prescriptions of 0.86 per 10,000 enrollees, halving the pre-policy decline in the prescribing rate. Among new opioid prescriptions, the percentage with >5 days' supply decreased by about 1 percentage point (-0.76 percentage points, 95% CI -0.89, -0.62) following policy implementation. However, policy implementation was associated with a significant monthly increase in the rate of initial prescriptions with supply on day 90 (9.95 per 10,000 new prescriptions, 95% CI 4.80, 15.11) that reversed the downward pre-implementation trend. CONCLUSIONS The New Jersey policy was associated with a reduction in initial prescriptions with >5 days' supply, but not with an overall decline in new opioid prescriptions or in the rate at which initial prescriptions led to long-term use. Given their only modest benefits, policymakers and clinicians should carefully weigh potential unintended consequences of strict prescribing limits.
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Affiliation(s)
- Peter Treitler
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Social Work, Rutgers University, New Brunswick, NJ USA
| | - Hillary Samples
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Public Health, Rutgers University, Piscataway, NJ USA
| | - Richard Hermida
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
| | - Stephen Crystal
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Social Work, Rutgers University, New Brunswick, NJ USA
- School of Public Health, Rutgers University, Piscataway, NJ USA
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11
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Moyo P, Vaillant J, Girard A, Gairola R, Shireman TI, Trivedi AN, Merlin JS, Marshall BDL. Prevalence of opioid and nonopioid pain management therapies among Medicare beneficiaries with musculoskeletal pain conditions from 2016 to 2019. Drug Alcohol Depend 2023; 248:109930. [PMID: 37269776 DOI: 10.1016/j.drugalcdep.2023.109930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/11/2023] [Accepted: 05/13/2023] [Indexed: 06/05/2023]
Abstract
INTRODUCTION Pain treatment guidelines prioritize nonopioid therapies over opioid medications to prevent opioid-related harms. We examined trends in receipt and intensity of nonpharmacologic, nonopioid medication, and opioid therapies among Medicare beneficiaries. METHODS Using a 20% national random sample of Medicare data from 2016 to 2019, we identified fee-for-service beneficiaries with ≥2 diagnoses of back, neck, fibromyalgia, or osteoarthritis/joint pain annually. We excluded beneficiaries with cancer. We calculated annual proportions of beneficiaries who received physical therapy (PT), chiropractic care, gabapentin, and opioids, overall and in demographic, geographic, and clinical subgroups. We estimated the intensity of therapies using the annual number of visitsor prescription fills, prescription days' supply, and opioid dose. RESULTS During 2016-2019, PT receipt increased (22.8% to 25.5%) and the mean number of visits among recipients of PT went from 12 to 13. Chiropractic receipt (~18%) and mean annual visits (~10) remained unchanged. The prevalence of gabapentin receipt was stable at ~22% and the mean annual number of fills was unchanged though gabapentin days increased slightly. Opioid prescribing decreased (56.7% to 46.5%) and reductions in opioid dose and duration were observed. Opioid receipt was high among beneficiaries who were under 65 years, American Indian/Alaska Native, Black/African American, or had opioid use disorder (OUD), in whom nonpharmacologic therapies were also received the least. CONCLUSION Utilization of nonopioid therapies lagged opioids among Medicare beneficiaries with musculoskeletal pain, with limited changes from 2016 to 2019. As opioid prescribing declines and alternative pain therapy receipt remains low, there are potential increasing risks of pain going untreated or undertreated and individuals seeking illicit opioids to alleviate their pain.
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Affiliation(s)
- Patience Moyo
- Brown University School of Public Health, Department of Health Services, Policy, and Practice, Providence, RI, USA.
| | | | - Anthony Girard
- Brown University School of Public Health, Department of Biostatistics, Providence, RI, USA
| | - Richa Gairola
- Brown University School of Public Health, Department of Epidemiology, Providence, RI, USA
| | - Theresa I Shireman
- Brown University School of Public Health, Department of Health Services, Policy, and Practice, Providence, RI, USA
| | - Amal N Trivedi
- Brown University School of Public Health, Department of Health Services, Policy, and Practice, Providence, RI, USA
| | - Jessica S Merlin
- CHAllenges in Managing and Preventing Pain (CHAMPP) Clinical Research Center, Division of General Internal Medicine, University of Pittsburgh, PA, USA
| | - Brandon D L Marshall
- Brown University School of Public Health, Department of Epidemiology, Providence, RI, USA
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12
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Tormohlen KN, White SA, Bandara S, Bicket MC, McCourt AD, Davis CS, McGinty EE. Effects of state opioid prescribing cap laws on providers' opioid prescribing patterns among patients with chronic non-cancer pain. Prev Med 2023; 172:107535. [PMID: 37150305 DOI: 10.1016/j.ypmed.2023.107535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 04/17/2023] [Accepted: 05/02/2023] [Indexed: 05/09/2023]
Abstract
Prior work suggests opioid prescribing cap laws are not associated with changes in opioid prescribing among patients with chronic pain. It is unknown how these effects differ by provider specialty, provider opioid prescribing volume, or patient insurer. This study assessed effects of state opioid prescribing cap laws on opioid prescribing among providers of patients with chronic non-cancer pain, by high volume prescribing, provider specialty, and patient insurer. We identified 224,290 providers of patients with low back pain, fibromyalgia, or headache, from the IQVIA administrative database. Using a difference-in-differences approach, we examined impacts of opioid prescribing cap laws implemented between 2016 and 2018 on the annual proportion of a provider's patient panel who received any opioid prescription, as well as on dose and duration of opioid prescriptions. For providers overall, high volume prescribers, all specialties, and patient insurance categories, prescribing cap laws were associated with non-significant changes of <1.0, 1.5, and 3.5 percentage points in the proportion of chronic non-cancer patients receiving any opioid prescription, a prescription with >7 days' supply, or with >50 morphine milligram equivalents (MME)/day, per year, respectively. There were two exceptions with high dose prescribing: prescribing cap laws were associated with a 1.5 percentage point increase in the proportion of high-volume prescribers' patient panel receiving an opioid prescription with ≥50 MME/day, and a 3.0 percentage point decrease in the same measure among surgeons. Among nearly all measured subgroups of providers and patient insurers, opioid prescribing cap laws were not associated with changes in opioid prescribing.
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Affiliation(s)
- Kayla N Tormohlen
- Johns Hopkins Bloomberg School of Public Health, United States of America.
| | - Sarah A White
- Johns Hopkins Bloomberg School of Public Health, United States of America
| | - Sachini Bandara
- Johns Hopkins Bloomberg School of Public Health, United States of America
| | - Mark C Bicket
- University of Michigan School of Public Health, United States of America
| | | | - Corey S Davis
- Network for Public Health Law, United States of America
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13
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Chandler R, Nunes EV, Tan S, Freeman PR, Walley AY, Lofwall M, Oga E, Glasgow L, Brown JL, Fanucchi L, Beers D, Hunt T, Bowers-Sword R, Roeber C, Baker T, Winhusen TJ. Community selected strategies to reduce opioid-related overdose deaths in the HEALing (Helping to End Addiction Long-term SM) communities study. Drug Alcohol Depend 2023; 245:109804. [PMID: 36780768 PMCID: PMC10291332 DOI: 10.1016/j.drugalcdep.2023.109804] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/30/2023] [Accepted: 02/04/2023] [Indexed: 02/11/2023]
Abstract
The Helping End Addictions Long Term (HEALing) Communities Study (HCS) seeks to significantly reduce overdose deaths in 67 highly impacted communities in Kentucky (KY), Massachusetts (MA), New York (NY), and Ohio (OH) by implementing evidence-based practices (EBPs) to reduce overdose deaths. The Opioid-overdose Reduction Continuum of Care Approach (ORCCA) organizes EBP strategies under three menus: Overdose Education and Naloxone Distribution (OEND), Medication Treatment for Opioid Use Disorder (MOUD), and Safer Prescribing and Dispensing Practices (SPDP). The ORCCA sets requirements for strategy selection but allows flexibility to address community needs. This paper describes and compiles strategy selection and examines two hypotheses: 1) OEND selections will differ significantly between communities with higher versus lower opioid-involved overdose deaths; 2) MOUD selections will differ significantly between urban versus rural settings. METHODS Wave 1 communities (n = 33) provided data on EBP strategy selections. Selections were recorded as a combination of EBP menu, sector (behavioral health, criminal justice, and healthcare), and venue (e.g., jail, drug court, etc.); target medication(s) were recorded for MOUD strategies. Strategy counts and proportions were calculated overall and by site (KY, MA, NY, OH), setting (rural/urban), and opioid-involved overdose deaths (high/low). RESULTS Strategy selection exceeded ORCCA requirements across all 33 communities, with OEND strategies accounting for more (40.8%) than MOUD (35.1%), or SPDP (24.1%) strategies. Site-adjusted differences were not significant for either hypothesis related to OEND or MOUD strategy selection. CONCLUSIONS HCS communities selected strategies from the ORCCA menu well beyond minimum requirements using a flexible approach to address unique needs.
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Affiliation(s)
- Redonna Chandler
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA.
| | - Edward V Nunes
- Columbia University Irving Medical Center and New York State Psychiatric Institute, New York, NY, USA
| | - Sylvia Tan
- RTI International, Research Triangle Park, NC, USA
| | - Patricia R Freeman
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Alexander Y Walley
- Grayken Center for Addiction, Clinical Addiction Research Education Unit, Boston Medical Center Boston, MA, USA
| | - Michelle Lofwall
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA
| | - Emmanuel Oga
- RTI International, Research Triangle Park, NC, USA
| | | | - Jennifer L Brown
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA
| | - Laura Fanucchi
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington, KY, USA
| | - Donna Beers
- Grayken Center for Addiction, Clinical Addiction Research Education Unit, Boston Medical Center Boston, MA, USA
| | - Timothy Hunt
- Columbia University School of Social Work, 1255 Amsterdam Avenue, New York, NY, USA
| | - Rachel Bowers-Sword
- Grayken Center for Addiction, Clinical Addiction Research Education Unit, Boston Medical Center Boston, MA, USA
| | - Carter Roeber
- Substance Abuse and Mental Health Services Administration, Rockville, MD, USA
| | - Trevor Baker
- Grayken Center for Addiction, Clinical Addiction Research Education Unit, Boston Medical Center Boston, MA, USA
| | - T John Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA; Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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14
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Madsen AM, Martin JM, Linder BJ, Gebhart JB. Perioperative opioid management for minimally invasive hysterectomy. Best Pract Res Clin Obstet Gynaecol 2022; 85:68-80. [PMID: 35752553 DOI: 10.1016/j.bpobgyn.2022.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/18/2022] [Accepted: 05/20/2022] [Indexed: 12/14/2022]
Abstract
Given the high volume of hysterectomies performed, the contribution of gynecologists to the opioid crisis is potentially significant. Following a hysterectomy, most patients are over-prescribed opioids, are vulnerable to developing new persistent opioid use, and can be the source of misuse, diversion, or accidental exposure. People who misuse opioids are at risk of an overdose related death, which is now one of the leading causes of death in the United States and is rising in other countries. It is the physician's responsibility to reduce opioid use by making impactful practice changes, such as 1) using pre-emptive opioid sparing strategies, 2) optimizing multimodal nonopioid pain management, 3) restricting postoperative opioid prescribing, and 4) educating patients on proper disposal of unused opioids. These changes can be implemented with an enhanced recovery after surgery protocol, shared decision-making, and patient education strategies related to opioids.
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Affiliation(s)
- Annetta M Madsen
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jessica M Martin
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Brian J Linder
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - John B Gebhart
- Department of Obstetrics & Gynecology, Division of Urogynecology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
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15
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Cina RA, Ward RC, Basco WT, Taber DJ, Gebregziabher M, McCauley JL, Lockett MA, Moran WP, Mauldin PD, Ball SJ. Incidence and patterns of persistent opioid use in children following appendectomy. J Pediatr Surg 2022; 57:912-919. [PMID: 35688690 DOI: 10.1016/j.jpedsurg.2022.04.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 04/12/2022] [Accepted: 04/25/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND The past 5 years have witnessed a concerted national effort to assuage the rising tide of the opioid misuse in our country. Surgical procedures often serve as the initial exposure of children to opioids, however the trajectory of use following these exposures remains unclear. We hypothesized that opioid exposure following appendectomy would increase the risk of persistent opioid use among publicly insured children. STUDY DESIGN A retrospective longitudinal cohort study was conducted on South Carolina Medicaid enrollees who underwent appendectomy between January 2014 and December 2017 using administrative claims data. The primary outcome was chronic opioid use. Generalized linear models and finite mixture models were employed in analysis. RESULTS 1789 Medicaid pediatric patients underwent appendectomy and met inclusion criteria. The mean age was 11.1 years and 40.6% were female. Most patients (94.6%) did not receive opioids prior to surgery. Opioid prescribing ≥90 days after surgery (chronic opioid use) occurred in 127 (7.1%) patients, of which 102 (80.3%) had no opioid use in the preexposure period. Risk factors for chronic opioid use included non-naïve opioid status, re-hospitalization more than 30 days following surgery, multiple opioid prescribers, age, and multiple antidepressants/antipsychotic prescriptions. Group-based trajectory analysis demonstrated four distinct post-surgical opioid use patterns: no opioid use (91.3%), later use (6.7%), slow wean (1.9%), and higher use throughout (0.4%). CONCLUSION Opioid exposure after appendectomy may serve as a priming event for persistent opioid use in some children. Eighty percent of children who developed post-surgical persistent opioid use had not received opioids in the 90 days leading up to surgery. Several mutable and immutable factors were identified to target future efforts toward opioid minimization in this at-risk patient population. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Robert A Cina
- Department of Surgery, The Medical University of South Carolina, 10 McClennan Banks Drive, MSC 918
- SJCH 2190, Charleston, SC 29425, USA.
| | - Ralph C Ward
- Department of Public Health Sciences, The Medical University of South Carolina, Charleston, SC, USA
| | - William T Basco
- Department of Pediatrics, The Medical University of South Carolina, Charleston, SC, USA
| | - David J Taber
- Department of Surgery, The Medical University of South Carolina, 10 McClennan Banks Drive, MSC 918
- SJCH 2190, Charleston, SC 29425, USA
| | - Mulugeta Gebregziabher
- Department of Public Health Sciences, The Medical University of South Carolina, Charleston, SC, USA
| | - Jenna L McCauley
- Department of Psychiatry and Behavioral Science, The Medical University of South Carolina, Charleston, SC, USA
| | - Mark A Lockett
- Department of Surgery, The Medical University of South Carolina, 10 McClennan Banks Drive, MSC 918
- SJCH 2190, Charleston, SC 29425, USA
| | - William P Moran
- Department of Medicine, The Medical University of South Carolina, Charleston, SC, USA
| | - Patrick D Mauldin
- Department of Medicine, The Medical University of South Carolina, Charleston, SC, USA
| | - Sarah J Ball
- Department of Medicine, The Medical University of South Carolina, Charleston, SC, USA
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16
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Perez AJ, Petro CC, Higgins RM, Huang LC, Phillips S, Warren J, Dews T, Reinhorn M. Predictors of low and high opioid tablet consumption after inguinal hernia repair: an ACHQC opioid reduction task force analysis. Hernia 2022; 26:1625-1633. [PMID: 36036822 DOI: 10.1007/s10029-022-02661-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 07/30/2022] [Indexed: 11/04/2022]
Abstract
PURPOSE Prescribing and consumption of opioids remain highly variable. Using a national hernia registry, we aimed to identify patient and surgery specific factors associated with low and high opioid tablet consumption after inguinal hernia repair. METHODS This was a retrospective cross-sectional study evaluating patients undergoing elective inguinal hernia repair with 30-day follow-up and patient-reported opioid consumption from March 2019 to March 2021 using the Abdominal Core Health Quality Collaborative. Clinically significant patient demographics, comorbidities, operative details, quality-of-life measurements, and surgeon prescribing data were entered into a multivariable logistic regression model to identify statistically significant predictors of patients who took no opioid tablets or >10 tablets. RESULTS A total of 1937 patients were analyzed. Operations included 59% laparoscopic or robotic, 35% open mesh, and 6% open non-mesh repairs. Of these patients, 50% reported taking zero, 42% took 1-10, and 8% took ≥10 opioid tablets at 30-day follow-up. Patients who were older (OR 1.55, 95% CI 1.34-1.79, p-value <0.001), ASA ≤ 2 (OR 1.56, 95% CI 1.2-2.01, p-value <0.001), had no preoperative opioid use at baseline (OR 2.29, 95% CI 1.31-4.03, p-value = 0.004), had local anesthetic with general anesthesia (OR 1.39, 95% CI 1.0.5-1.85, p-value = 0.022), or prescribed <7 opioid tablets (OR 2.27, 95% CI 1.96-2.62, p-value <0.001) were more likely to take no opioid tablets. CONCLUSION Older, healthier, opioid naïve patients with local anesthetic administered during elective inguinal hernia repair are most likely to not require opioids. Surgeon prescribing-arguably the most modifiable factor-independently correlates with both low and high opioid consumption.
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Affiliation(s)
- A J Perez
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.
| | - C C Petro
- Center for Abdominal Core Health, Cleveland Clinic, Cleveland, OH, USA
| | - R M Higgins
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.,Division of Minimally Invasive Gastrointestinal Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - L-C Huang
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.,Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - S Phillips
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - J Warren
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.,Department of Surgery, Division of Minimal Access, and Bariatric Surgery, Prisma Health Upstate, Greenville, SC, USA
| | - T Dews
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.,Pain Management Department, Cleveland Clinic Euclid Hospital, Cleveland, OH, USA
| | - M Reinhorn
- Division of General, Acute Care and Trauma Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, 4008 Burnett Womack, Campus Box 7228, Chapel Hill, NC, 27599-7228, USA.,Mass General Brigham - Newton Wellesley Hospital, Boston Hernia and Pilonidal Center, Newton, MA, USA
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17
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Tormohlen KN, McCourt AD, Schmid I, Stone EM, Stuart EA, Davis C, Bicket MC, McGinty EE. State prescribing cap laws' association with opioid analgesic prescribing and opioid overdose. Drug Alcohol Depend 2022; 240:109626. [PMID: 36115221 PMCID: PMC9893520 DOI: 10.1016/j.drugalcdep.2022.109626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 08/10/2022] [Accepted: 09/05/2022] [Indexed: 02/04/2023]
Abstract
INTRODUCTION In response to the role of opioid prescribing in the U.S. opioid crisis, states have enacted laws intended to curb high risk opioid prescribing practices. This study assessed the effects of state prescribing cap laws that limit the dose and/or duration of dispensed opioid prescriptions on opioid prescribing patterns and opioid overdose. METHODS We identified 1,414,908 adults from a large U.S. administrative insurance claims database. Treatment states included 32 states that implemented a prescribing cap law between 2017 and 2019. Comparison states included 16 states and DC without a prescribing cap law by 2019. A difference-in-differences approach with staggered policy adoption was used to assess effects of these laws on opioid analgesic prescribing and opioid overdose. RESULTS State opioid prescribing cap laws were not associated with changes in the proportion of people receiving opioid analgesic prescriptions, the dose or duration of opioid prescriptions, or opioid overdose. States with laws that imposed days' supply limits only versus days' supply and dosage limits, as well as with specific law provisions also showed no association with opioid prescribing or opioid overdose outcomes. CONCLUSIONS State opioid prescribing cap laws did not appear to impact outcomes related to opioid analgesic prescribing or opioid overdose. These findings are potentially due to the limited scope of these laws, which often apply only to a subset of opioid prescriptions and include professional judgment exemptions.
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Affiliation(s)
- Kayla N Tormohlen
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Room 357, Baltimore, MD 21205, USA.
| | - Alex D McCourt
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205, USA.
| | - Ian Schmid
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205, USA.
| | - Elizabeth M Stone
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205, USA.
| | - Elizabeth A Stuart
- Departments of Mental Health, Biostatistics, Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Room 839, Baltimore, MD 21205, USA.
| | - Corey Davis
- Harm Reduction Legal Project, Network for Public Health Law, 7101 York Avenue South, #270, Edina, MN 55435, USA.
| | - Mark C Bicket
- Departments of Anesthesiology, Health Management and Policy, University of Michigan, School of Public Health, 1500 E Medical Center Drive, Ann Arbor, MI 48109-5048, USA.
| | - Emma E McGinty
- Department of Health Policy and Management, Center for Mental Health and Addiction Policy, ALACRITY Center for Health and Longevity in Mental Illness, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Room 359, Baltimore, MD 21205, USA.
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Adeola JO, Urman RD. Psychiatric Comorbidities Associated with Persistent Postoperative Opioid Use. Curr Pain Headache Rep 2022. [PMID: 35960447 DOI: 10.1007/s11916-022-01073-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW This review outlines the psychiatric comorbidities associated with persistent opioid use in the postoperative period. We finish our analysis with evidence-based, patient-centered interventions that can be rendered in the perioperative setting to decrease postoperative opioid requirements. RECENT FINDINGS Opioids are overprescribed in the USA, especially in the postoperative setting. Excess opioids can result in diversion and contribute to the ongoing opioid epidemic. Mental health and substance use disorders can contribute to persistent postoperative opioid use. Adequately managing these disorders preoperatively promises to reduce persistent postoperative opioid use. Due to the lack of homogenous, evidence-based recommendations on the appropriate quantity and duration of postoperative opioid therapy, there is wide variability in provider prescribing habits. Further research is needed to establish surgery-specific postoperative opioid therapy protocols. Opioids continue to be a mainstay in the treatment of postoperative pain. Unmonitored postoperative opioid use can lead to opioid use disorder. Mental health disorders increase susceptibility to persistent postoperative opioid use. By managing these psychiatric illnesses preoperatively, clinicians have the ability to decrease opioid consumption postoperatively. Lastly, given the healthcare burden of opioid misuse and abuse, it is important to establish concrete protocols to guide provider-prescribing habits.
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Soin A, Barrall D, Chen J, Patel A, Pollack A, Wangombe A. An Observational Study on the Use of a Patient Navigator to Help Improve Outcomes in Patients on Chronic Opioids. Pain Physician 2022; 25:381-386. [PMID: 35901478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND In the United States, the prevalence of opioid use disorders has increased in recent years along with an attendant rise in the incidence of chronic pain disorders and prescription opioid use. Patient navigation services have been used to improve health outcomes in cancer and other chronic disease states, but it is unclear whether the implementation of patient navigation services can facilitate improved outcomes among patients receiving chronic opioid therapy. OBJECTIVES The objective of this study was to compare the outcomes of patients receiving chronic opioid therapy plus patient navigation services and those receiving chronic opioid therapy as a part of usual care. STUDY DESIGN This was a prospective, observational study. Consecutive patients receiving chronic opioid therapy were enrolled, with alternating assignments to patient navigation (n = 30) or usual care (n = 30). Participants in the patient navigation group received support from a non-physician, non-advanced practice provider staff member who initiated frequent contact via telephone, telemedicine, or in-clinic visits to discuss the patient's health goals. The minimum follow-up period was 90 days. Outcomes qualitatively compared across groups included final pain score, final morphine milligram equivalent (MME) per day, and discharge rates. Risk factors for discharge within the navigation group were assessed. Patient feedback was also solicited. SETTING This study was conducted at a single independent pain clinic in the United States. RESULTS Demographic features were similar between the navigator group and the control group. The control group had a higher average initial pain score (7.0/10) than the intervention group (5.9/10) and were receiving a higher initial dose of opioids (23.1 vs 19.0 MME/d). After an average follow-up of 108.7 days, patients in the navigator group had a 16% decrease in final opioid dose compared with a 23% increase in the control group. Furthermore, patients in the control group were discharged from the practice at a higher rate (23.3% vs 6.6%), suggesting increased opioid misuse in the control group compared with the navigator group. In the navigator group, higher levels of anxiety and depression were the primary predictors of discharge. LIMITATIONS This was a single-center study with a small sample size. The generalizability of these results to other clinic settings is unknown. CONCLUSIONS Patient navigation decreased opioid use and practice discharge compared with usual care in an independent pain clinic, suggesting a role for patient navigation in reducing opioid misuse and potentially reducing adverse events.
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Affiliation(s)
- Amol Soin
- Wright State University Boonshoft School of Medicine, Fairborn, OH; Ohio Pain Clinic, Dayton, OH
| | - David Barrall
- Dartmouth College Geisel School of Medicine, Hanover, NH
| | - Joe Chen
- Dartmouth College Geisel School of Medicine, Hanover, NH
| | - Anu Patel
- Dartmouth College Geisel School of Medicine, Hanover, NH
| | - Ann Pollack
- Dartmouth College Geisel School of Medicine, Hanover, NH
| | - Amos Wangombe
- Dartmouth College Geisel School of Medicine, Hanover, NH
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Reid S, Day C, White N, Harrison C, Haber P, Bayram C. Opioid prescribing in general practice: an Australian cross-sectional survey. BMC Prim Care 2022; 23:171. [PMID: 35804306 PMCID: PMC9264661 DOI: 10.1186/s12875-022-01783-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Prescribed opioid doses > 100 mg oral morphine equivalent (OME) and/or co-prescribing of sedating psychoactive medications increase the risk of unintentional fatal overdose. We describe general practice encounters where opioids are prescribed and examine high-risk opioid prescribing. METHODS The 2006-2016 BEACH study data, a rolling national cross-sectional survey of randomly selected GPs, was analysed. RESULTS Opioid prescribing increased 2006-2007 to 2015-2016, however, this plateaued across the latter half-decade. From 2012-2016 3,897 GPs recorded 389,700 encounters and at least one opioid was prescribed at 5.2%. Opioid encounters more likely involved males, those 45-64 years, concession card holders and the socioeconomically disadvantaged. GPs more likely to prescribe opioids were 55 years or older, male, Australian graduates, and in regional and remote areas. The most common problems managed with opioids involved chronic non-cancer pain. One-in-ten opioid prescribing episodes involved high-risk doses and 11% involved co-prescription of sedating psychoactive medications. Over one-third of GPs provided other (non-pharmacological) interventions at encounters with opioid prescriptions. CONCLUSIONS Only 5% of GP encounters involved an opioid prescription. Of concern, were: prescribing for chronic non-cancer pain, potentially high-risk opioid encounters where > 100 OME daily dose was prescribed, and/or there was co-prescription of sedating psychoactive medication. However, approximately one-in-three opioid prescribing encounters involved non-pharmacological interventions.
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Affiliation(s)
- Sharon Reid
- Speciality of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia.
- Drug Health Services, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, 2050, Australia.
- Edith Collins Centre (Translational Research in Alcohol Drugs and Toxicology), Sydney Local Health District, Camperdown, NSW, 2050, Australia.
| | - Carolyn Day
- Speciality of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
- Edith Collins Centre (Translational Research in Alcohol Drugs and Toxicology), Sydney Local Health District, Camperdown, NSW, 2050, Australia
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
| | - Natalie White
- Speciality of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
| | - Christopher Harrison
- Menzies Centre for Health Policy, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
| | - Paul Haber
- Speciality of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
- Drug Health Services, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, 2050, Australia
- Edith Collins Centre (Translational Research in Alcohol Drugs and Toxicology), Sydney Local Health District, Camperdown, NSW, 2050, Australia
| | - Clare Bayram
- Menzies Centre for Health Policy, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, NSW, 2006, Australia
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Prictor M. Clinical Software and Bad Decisions: The "Practice Fusion" Settlement and Its Implications. J Bioeth Inq 2022; 19:187-190. [PMID: 35403964 PMCID: PMC9233625 DOI: 10.1007/s11673-022-10187-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/01/2022] [Indexed: 06/14/2023]
Affiliation(s)
- Megan Prictor
- Melbourne Law School, The University of Melbourne, Parkville, VIC, 3010, Australia.
- Centre for Digital Transformation of Health, The University of Melbourne, Parkville, VIC, 3010, Australia.
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Hayes CJ, Goree J, Turpin J, Ortiz H, Smith GR, Gokarakonda SB, Hyde C, Cucciare MA. Leveraging the Prescription Drug Monitoring Program to Curb Opioid Prescribing in Arkansas. J Prev (2022) 2022; 43:337-357. [PMID: 35286546 PMCID: PMC9117447 DOI: 10.1007/s10935-022-00670-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/13/2022] [Indexed: 06/03/2023]
Abstract
Effective means of accurately identifying problematic opioid prescribing are needed. Using an iterative approach with the Arkansas State Medical Board Pain Subcommittee, we modified existing opioid prescriber criteria to create seven metrics to be deployed in Arkansas. These included metrics of dose and days' supply, concomitant use of opioid and benzodiazepines, solid dosage units, and numbers of opioid patients and certain opioid prescriptions. Two of these metrics (average MME daily dose per prescription and total oxycodone 30 mg or hydromorphone prescriptions) were weighted by 2, creating a maximum score of 9 of which each prescriber could receive. Twenty prescribers with a score of 7 or greater were identified and referred to the Arkansas State Medical Board Pain Subcommittee for review and subsequent investigation if deemed necessary. Of those 20 prescribers, four were previously investigated and under disciplinary action, and three were under current investigation for misconduct related to prescribing practices. Five prescribers had new investigations opened due to the findings from the metrics, and disciplinary action was taken. Therefore, 12 of the 20 prescribers referred to the Arkansas State Medical Board were deemed worthy of investigation and disciplinary action. The Arkansas opioid prescriber metrics are able to accurately identify prescribers with potentially problematic opioid prescribing.
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Affiliation(s)
- Corey J Hayes
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, Bldg. 58, North Little Rock, AR, 72114, USA.
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 782, Little Rock, AR, 72205, USA.
| | - Johnathan Goree
- Division of Chronic Pain, Department of Anesthesiology, College of Medicine, University of Arkansas for Medical Sciences, 501 Jack Stephens Drive, Little Rock, AR, 72205, USA
| | - Jamie Turpin
- Substance Misuse and Injury Prevention Branch, Arkansas Department of Health, 4815 W. Markham Street, Slot 10, Little Rock, AR, 72205, USA
| | - Haley Ortiz
- Substance Misuse and Injury Prevention Branch, Arkansas Department of Health, 4815 W. Markham Street, Slot 10, Little Rock, AR, 72205, USA
| | - G Richard Smith
- Substance Misuse and Injury Prevention Branch, Arkansas Department of Health, 4815 W. Markham Street, Slot 10, Little Rock, AR, 72205, USA
- Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 752, Little Rock, AR, 72205, USA
| | - Srinivasa B Gokarakonda
- Substance Misuse and Injury Prevention Branch, Arkansas Department of Health, 4815 W. Markham Street, Slot 10, Little Rock, AR, 72205, USA
- Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 752, Little Rock, AR, 72205, USA
| | - Carrie Hyde
- Division of Palliative Medicine, Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, 4018 W. Capitol Avenue, Little Rock, AR, 72205, USA
| | - Michael A Cucciare
- Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, Bldg. 58, North Little Rock, AR, 72114, USA
- Center for Health Services Research, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 755, Little Rock, AR, 72205, USA
- VA South Central Mental Illness Research, Education and Clinical Center, 4301 West Markham Street, Slot 755, Little Rock, AR, 72205, USA
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Esce AR, Meiklejohn DA. Ibuprofen prescription following adult tonsillectomy reduces postoperative opioid use. Am J Otolaryngol 2022; 43:103436. [PMID: 35429845 DOI: 10.1016/j.amjoto.2022.103436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 04/02/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Based on a 2018 American Academy of Otolaryngology - Head and Neck Surgery survey, an average of 37 tablets of opioid medication, or about a week's worth of medication, were prescribed after adult tonsillectomy. Nearly 15% of patients will still be taking opioids one year after an initial weeklong prescription, according to data from the Centers for Disease Control and Prevention. Non-steroidal anti-inflammatory medications have traditionally been avoided in adult tonsillectomy patients due to concern for increased bleeding risk from platelet dysfunction, despite little evidence supporting this claim. This study sought to demonstrate that ibuprofen prescriptions after tonsillectomy could be a safe and effective way to reduce postoperative opioid use. METHODS This study was a retrospective chart review of patients undergoing tonsillectomy with one surgeon over three years. Half of the patients received a prescription for postoperative opioid medications and were counseled against taking ibuprofen. The other half of patients were prescribed ibuprofen following surgery and only provided with opioid analgesia as a rescue medication. The New Mexico Prescription Monitoring System was used to verify opioid prescriptions. Descriptive statistics and logistic regression were used to analyze the data. RESULTS Ninety-nine patients were included in analysis, with 53 in the first group that did not receive ibuprofen and 46 in the second group that did receive ibuprofen. There was no difference in the bleeding rate between the two groups. Significantly fewer patients in the ibuprofen group filled postoperative opioid prescriptions when compared to the group that did not receive ibuprofen (40% vs. 96.2%, p < 0.0001, OR = 0.02). CONCLUSION Ibuprofen is a safe and effective analgesic following adult tonsillectomy and significantly reduces the proportion of patients who must fill a postoperative opioid prescription.
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Affiliation(s)
- Antoinette R Esce
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, MSC10 5610, University of New Mexico, Albuquerque, NM 87131, United States of America.
| | - Duncan A Meiklejohn
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, MSC10 5610, University of New Mexico, Albuquerque, NM 87131, United States of America
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Walker DM, Childerhose JE, Chen S, Coovert N, Jackson RD, Kurien N, McAlearney AS, Volney J, Alford DP, Bosak J, Oyler DR, Stinson LK, Behrooz M, Christopher MC, Drainoni ML. Exploring perspectives on changing opioid prescribing practices: A qualitative study of community stakeholders in the HEALing Communities Study. Drug Alcohol Depend 2022; 233:109342. [PMID: 35151024 PMCID: PMC8957585 DOI: 10.1016/j.drugalcdep.2022.109342] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/27/2022] [Accepted: 01/29/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Community-based perspectives are needed to more broadly inform policy-makers, public health practitioners, prescribers, and pharmacists about community-led and broader efforts to reduce opioid overprescribing, and ultimately reduce prescription opioid use disorder, overdoses and fatalities. The aim of this study is to explore community-based perspectives on efforts to change opioid prescribing practices in their communities. METHODS Semi-structured interviews were conducted with 388 community stakeholders across four states (Kentucky, Massachusetts, New York, Ohio) from November 2019 to January 2020 about community approaches and goals of community-led responses to the opioid crisis. Data analysis combined deductive and inductive approaches to identify themes and sub-themes related to improving opioid prescribing practices. RESULTS Three major themes and different subthemes were characterized: (1) acknowledging progress (i.e., healthcare providers being part of the solution, provider education, and prescription drug monitoring programs); (2) emergent challenges (i.e., physician nonadherence with safer opioid prescribing guidelines, difficulty identifying appropriate use of opioids, and concerns about accelerating the progression from opioid misuse to drug abuse); and (3) opportunities for change (i.e., educating patients about safer use and proper disposal of opioids, expanding prescriber and pharmacist education, changing unrealistic expectations around eliminating pain, expanding and increasing insurance coverage for alternative treatment options). CONCLUSIONS Community stakeholders appeared to support specific opportunities to reduce prescription opioid misuse and improve safer prescribing. The opportunities included culture change around pain expectations, awareness of safe disposal, additional provider education, and increased coverage and acceptability of non-opioid treatments.
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Affiliation(s)
- Daniel M. Walker
- Department of Family and Community Medicine, College of Medicine, The Ohio State University, 460 Medical Center Dr., Suite 530, Columbus, OH, 43210, USA,CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Janet E. Childerhose
- CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA,Department of Internal Medicine, College of Medicine, The Ohio State University, Martha Morehouse Pavilion, 2050 Kenny Road, Suite 2428, Columbus, OH, 43221, USA
| | - Sadie Chen
- CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Nicolette Coovert
- CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Rebecca D. Jackson
- Center for Clinical and Translational Science and the Division of Endocrinology, Diabetes, and Metabolism, Department of Internal Medicine, The Ohio State University, 376 W. 10 Ave, Suite 205, Columbus, OH, 43210, USA
| | - Natasha Kurien
- CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Ann Scheck McAlearney
- Department of Family and Community Medicine, College of Medicine, The Ohio State University, 460 Medical Center Dr., Suite 530, Columbus, OH, 43210, USA,CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Jaclyn Volney
- CATALYST, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research, College of Medicine, The Ohio State University, 700 Ackerman Road, Suite 4000, Columbus, OH, 43202, USA
| | - Daniel P. Alford
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Ave, Rm 2060, Boston, MA, 02118, USA
| | - Julie Bosak
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Ave, Rm 2060, Boston, MA, 02118, USA
| | - Douglas R. Oyler
- Pharmacy Practice and Science Department, College of Pharmacy, University of Kentucky, 780 S. Limestone, Lee T. Todd, Jr. Bldg, Rm 285, Lexington, KY, 40506, USA
| | - Laura K. Stinson
- Pharmacy Practice and Science Department, College of Pharmacy, University of Kentucky, 780 S. Limestone, Lee T. Todd, Jr. Bldg, Rm 285, Lexington, KY, 40506, USA
| | - Melika Behrooz
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, New York, NY, 10027, USA
| | - Mia-Cara Christopher
- Social Intervention Group, Columbia University School of Social Work, 1255 Amsterdam Ave, New York, NY, 10027, USA
| | - Mari-Lynn Drainoni
- Boston Medical Center and Boston University School of Medicine, Boston, MA, 801 Massachusetts Ave, Rm 2014, Boston, MA, 02118, USA
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Sherif RD, Lisiecki J, Waljee J, Gilman RH. Opioid Prescribing Habits and Pain Management Among Aesthetic Plastic Surgeons. Aesthetic Plast Surg 2022; 46:965-971. [PMID: 34379155 DOI: 10.1007/s00266-021-02494-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 07/17/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND The opioid epidemic continues to worsen in the USA. Post-operative opioid prescriptions contribute to development of opioid use disorders, with studies showing 6% of plastic surgery patients developing new persistent use. Prescribing by surgeons is often excessive, and plastic surgery patients only consume about half of their opioid prescriptions. To date, most studies that investigate post-operative opioid prescribing rely on examining patterns of opioid fills after surgery using administrative claims data, which exclude the overwhelming majority of aesthetic surgeries. The purpose of this study is to investigate opioid prescribing habits amongst aesthetic plastic surgeons. METHODS A 20-items survey were sent out to the Aesthetic Society. The survey focussed on general pain management techniques, as well as specific opioid prescribing patterns for several common aesthetic surgeries. RESULTS A total of 291 completed surveys were returned. Respondents were asked about opioid prescribing patterns for several common aesthetic surgeries. Surgeons were most likely to prescribe opioids for post-operative pain control for abdominoplasty (91%). Opioids were least likely to be prescribed for blepharoplasty (58%). For studied surgeries, the number of pills prescribed ranged from 2 to 120 pills per procedure. 45% of respondents reported being concerned that the opioid prescriptions they provide contribute to the development of an opioid use disorder. CONCLUSIONS Aesthetic plastic surgeons vary widely in their opioid prescribing. Additionally, a significant number are concerned that prescriptions they provide contribute to development of opioid use disorders. This study demonstrates the need to work towards optimizing and standardizing pain management techniques in aesthetic patients. LEVEL OF EVIDENCE V This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .
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Nechuta S, Mukhopadhyay S, Golladay M, Rainey J, Krishnaswami S. Trends, patterns, and maternal characteristics of opioid prescribing during pregnancy in a large population-based cohort study. Drug Alcohol Depend 2022; 233:109331. [PMID: 35149439 PMCID: PMC10838571 DOI: 10.1016/j.drugalcdep.2022.109331] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/17/2022] [Accepted: 01/21/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND Opioid use during pregnancy has been associated with adverse maternal and infant health outcomes. Prescription drug monitoring programs (PDMP) provide a population-based source of prescription data. We linked statewide PDMP and birth certificate data in Tennessee (TN) to determine patterns of prescription opioid and benzodiazepine use during pregnancy. METHODS We constructed a cohort of 311,217 live singleton births from 2013 to 2016 with prescription history from 90 days before pregnancy to birth. Descriptive statistics were used to describe opioid prescription patterns during pregnancy overall, by maternal characteristics and by year. Multivariable logistic regression models estimated adjusted odds ratios and 95% confidence intervals for factors associated with prescription use. RESULTS The prevalence of prescription use during pregnancy was 14.1% for opioid analgesics, 1.6% buprenorphine for medication-assisted treatment, and 2.6% for benzodiazepines. The prevalence of opioid analgesic use decreased from 16.6% (2013) to 11.8% (2016) (ptrend< 0.001). About 25% used for > 7 and 9.7% for > 30 days' supply. The most common types were hydrocodone (9.3%), codeine (3.4%), and oxycodone (2.9%). In adjusted models, lower education, lower income, pre-pregnancy obesity and smoking during pregnancy were associated with increased odds of any opioid and opioid analgesic use. CONCLUSION(S) Despite the encouraging trend of decreasing use of prescription opioid analgesics, the overall prevalence remained close to 12% with many women using for long durations. Use was associated with lower socioeconomic status, obesity, and prenatal smoking. Findings highlight the need for maternal education and resources, and provider support for implementation of evidence-based care.
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Affiliation(s)
- Sarah Nechuta
- Grand Valley State University, Department of Public Health, College of Health Professions, Grand Rapids, MI 49503, USA; Tennessee Department of Health, Office of Informatics and Analytics, Nashville, TN 37243, USA.
| | - Sutapa Mukhopadhyay
- Tennessee Department of Health, Office of Informatics and Analytics, Nashville, TN 37243, USA
| | - Molly Golladay
- Tennessee Department of Health, Office of Informatics and Analytics, Nashville, TN 37243, USA; Tennessee Department of Health, Office of the State Chief Medical Examiner, Nashville, TN 37243, USA
| | - Jacob Rainey
- Tennessee Department of Health, Office of Informatics and Analytics, Nashville, TN 37243, USA; Johns Hopkins University, Department of Mental Health, 624 N. Broadway, Baltimore, MD 21205, USA
| | - Shanthi Krishnaswami
- Tennessee Department of Health, Office of Informatics and Analytics, Nashville, TN 37243, USA
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Underwood N, Cance JD, Kane H, Hennessy C, Christensen A, Rooks-Peck C. Understanding State-Level Variations in Implementing Academic Detailing for Prescribing Opioids (Findings from 11 States within the US). Pain Med 2022; 23:1644-1653. [PMID: 35218348 DOI: 10.1093/pm/pnac039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 01/24/2022] [Accepted: 02/22/2022] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Academic detailing is a clinical education technique characterized by targeted, one-on-one, interactive conversations between trained staff and the clinician. This study describes variations in implementing academic detailing among jurisdictions receiving funding from the U.S. Centers for Disease Control and Prevention (CDC) to prevent prescription drug overdoses. DESIGN In 2015, CDC started the Prescription Drug Overdose Prevention for States (PfS) program. SUBJECTS This study focuses on 11 of the 29 funded jurisdictions that implemented academic detailing as part of their PfS efforts. METHODS Jurisdictions provided annual progress reports from 2016 to 2019. We conducted semi-structured interviews in 2017 and 2018 with all funded jurisdictions and conducted follow-up interviews with three jurisdictions in 2020 to obtain additional context. We used an analytic matrix display to identify themes from annual progress report data, the coding report from the 2017/2018 interviews, and the three follow-up interviews from 2020. RESULTS Two academic detailing models emerged: 1) one-on-one detailing where centrally trained staff conducted all visits and 2) a train-the-trainer model. Jurisdictions also described a hybrid model, which they referred to as academic detailing despite not meeting the definition of academic detailing. We identified variations in delivery strategies, staffing, and curriculum development within and between models. Despite these differences, common themes included the need to use data to focus academic detailing and the importance of partnerships. CONCLUSIONS Adoption of academic detailing as a strategy for improving opioid prescribing behaviors has increased. However, there is limited guidance and standardization to guide and evaluate implementation and outcomes.
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Affiliation(s)
- Natasha Underwood
- U.S. Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Overdose Prevention
| | | | | | | | - Aleta Christensen
- U.S. Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Overdose Prevention
| | - Cherie Rooks-Peck
- U.S. Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Overdose Prevention
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Oliva A, Armas N, Dévora S, Abdala S. Opioid use trends in Spain: the case of the island of La Gomera (2016-2019). Naunyn Schmiedebergs Arch Pharmacol 2022; 395:217-226. [PMID: 34882264 PMCID: PMC8758613 DOI: 10.1007/s00210-021-02193-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/30/2021] [Indexed: 11/17/2022]
Abstract
This study is an evaluation of prescription opioid use on the island of La Gomera, a mainly rural area, during the period 2016-2019 at various levels. Data were extracted from the wholesalers who supply the community pharmacies at the population level. Prescription opioid use was measured as defined daily doses per 1,000 inhabitants/day (DID) and by the number of units sold per 1,000 inhabitants and year (units sold). This provided an island total of La Gomera's overall prescription of opioids and its rate of change, as well as differences in prescribing at the municipal and health area level. Tramadol with acetaminophen and tramadol in monotherapy were the most consumed by "units sold" parameter, which accounted for 69.48% and 18.59% of the total. The situation was similar for DID, although with lower percentages, but a significant increase was observed in the use of fentanyl and buprenorphine, around 15% in each case. The balance between the uses of weak or strong opioids was different in La Gomera compared to that of Spain as a whole. In Spain, almost 70% of the prescriptions were for weak opioids compared to 58.67% in La Gomera. Fentanyl was the most used strong opioid (16.10%) followed by tapentadol and buprenorphine, around 5% each, whereas in La Gomera, buprenorphine was the most consumed (15.75%) followed by fentanyl (14.87%) and tapentadol (5.82%). These differences in prescription opioid use are most likely explained by prescriber characteristics, whereas the population age, socioeconomic status, or living in rural/urban area are not decisive determinants.
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Affiliation(s)
- Alexis Oliva
- Departamento de Ingeniería Química Y Tecnología Farmacéutica, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain.
| | - Néstor Armas
- Departamento de Ingeniería Química Y Tecnología Farmacéutica, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | - Sandra Dévora
- Departamento de Medicina Física Y Farmacología, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | - Susana Abdala
- Departamento de Medicina Física Y Farmacología, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
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Diaz SE, Dandalides AM, Carlin AM. Hospital opioid use predicts the need for discharge opioid prescriptions following laparoscopic bariatric surgery. Surg Endosc 2022. [PMID: 35024936 DOI: 10.1007/s00464-022-09035-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 01/03/2022] [Indexed: 12/17/2022]
Abstract
BACKGROUND Overprescribing of opioids after surgery increases new persistent opioid use and diversion contributing to the opioid epidemic. There is a paucity of evidence regarding discharge opioid prescribing after bariatric surgery. METHODS We conducted a retrospective, cohort study analyzing post-operative opioid use at a single institution in patients who underwent laparoscopic sleeve gastrectomy (LSG) and laparoscopic Roux-en-Y gastric bypass (LGB) from July 2019 thru February 2020. Multimodal analgesia was used including 5 mg oxycodone pills as needed during hospitalization with five prescribed on discharge if requested after discussion. Opioid use was determined from medical record review and post-operative data collected from patients at a 2-week follow-up visit. The Michigan Automated Prescription System (MAPS) was used as an adjunct to evaluate perioperative opioid prescriptions. RESULTS The cohort of 84 patients included those having LSG (72) and LGB (12). Fifty-five patients (65%) received a prescription for opioids on discharge and 91% filled their prescription. Only 44% (22/50) of those filling their opioid prescription took any opioids with 24% (65/275) of the total pills prescribed actually consumed. Opioid use on the surgical ward had the strongest correlation with discharge opioid use (rho = 0.65, CI 0.494, 0.770). The number of opioid pills taken on the surgical ward was positively associated with the number of pills taken after discharge. Those who took none, 1 to 3, or 4 or more opioid pills consumed 0.14 ± 0.48, 0.95 ± 1.71, and 3.14 ± 1.86 pills after discharge (p < 0.001). No patients required an additional opioid prescription within 90 days of surgery with MAPS confirmation. CONCLUSION Postoperative in-hospital opioid use following laparoscopic bariatric surgery predicts opioid use after discharge. This knowledge can guide patient-specific discharge opioid prescribing with the potential to mitigate diversion and reduce chronic opioid use.
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Adalbert JR, Ilyas AM. A focus on the future of opioid prescribing: implementation of a virtual opioid and pain management module for medical students. BMC Med Educ 2022; 22:18. [PMID: 34991556 PMCID: PMC8733773 DOI: 10.1186/s12909-021-03058-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 11/26/2021] [Indexed: 05/05/2023]
Abstract
BACKGROUND The United States opioid epidemic is a devastating public health crisis fueled in part by physician prescribing. While the next generation of prescribers is crucial to the trajectory of the epidemic, medical school curricula designated to prepare students for opioid prescribing (OP) and pain management is often underdeveloped. In response to this deficit, we aimed to investigate the impact of an online opioid and pain management (OPM) educational intervention on fourth-year medical student knowledge, attitudes, and perceived competence. METHODS Graduating students completing their final year of medical education at Sidney Kimmel Medical College of Thomas Jefferson University were sent an e-mail invitation to complete a virtual OPM module. The module consisted of eight interactive patient cases that introduced topics through a case-based learning system, challenging students to make decisions and answer knowledge questions about the patient care process. An identical pre- and posttest were built into the module to measure general and case-specific learning objectives, with responses subsequently analyzed using the Wilcoxon matched-pairs signed-rank test. RESULTS Forty-three students (19% response rate) completed the module. All median posttest responses ranked significantly higher than paired median pretest responses (p < 0.05). Comparing the paired overall student baseline score to module completion, median posttest ranks (Mdn = 206, IQR = 25) were significantly higher than median pretest ranks (Mdn = 150, IQR = 24) (p < 0.001). Regarding paired median Perceived Competence Scale metrics specifically, perceived student confidence, capability, and ability in opioid management increased from "disagree" (2) to "agree" (4) (p < 0.001), and student ability to meet the challenge of opioid management increased from "neither agree nor disagree" (3) to "agree" (4) (p < 0.001). Additionally, while 77% of students reported receiving OP training in medical school, 21% reported no history of prior training. CONCLUSION Implementation of a virtual, interactive module with clinical context is an effective framework for improving the OPM knowledge, attitudes, and perceived competence of fourth-year medical students. This type of intervention may be an important method for standardizing and augmenting the education of future prescribers across multiple institutions.
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Affiliation(s)
- Jenna R Adalbert
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, USA.
- Jefferson College of Population Health, Thomas Jefferson University, Philadelphia, PA, USA.
| | - Asif M Ilyas
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, USA
- Rothman Orthopaedic Institute Foundation for Opioid Research & Education, Philadelphia, USA
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Carrubba AR, Glasgow AE, Habermann EB, Stanton AP, Wasson MN, DeStephano CC. Impact of Legislation on Opioid Prescribing following Hysterectomy and Hysteroscopy in Arizona and Florida. Gynecol Obstet Invest 2021; 86:460-468. [PMID: 34638126 DOI: 10.1159/000519517] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 09/04/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVES This study aimed to determine the oral morphine equivalents (OMEs) prescribed and refill rates following hysterectomy and hysteroscopy in the setting of opioid prescribing practice changes in 2 states. DESIGN This is a retrospective cohort analysis consisting of 2,916 patients undergoing hysterectomy or hysteroscopy between July 2016 and September 2019 at 2 affiliated academic hospitals in states that underwent legislative changes in opioid prescribing in 2018. METHODS Participants were identified using the Current Procedural Terminology procedure codes in Arizona and Florida. Hysterectomy was chosen as the most invasive gynecologic procedure, while hysteroscopy was chosen as the least invasive. Medical records were abstracted to find opioid prescriptions from 90 days before surgery to 30 days after discharge. Patients with opioid use between 90 and 7 days before surgery were excluded. Prescriptions were converted to OMEs and were calculated per quarter year. Statistical analysis included Wilcoxon rank sum t tests for OMEs and χ2 t tests for refill rates. Interrupted time-series analysis was used to determine significant change in OMEs before and after legislative change. Statistical analysis was performed using SAS version 9.4 (SAS Institute, Cary, NC, USA). RESULTS In Arizona, 1,067 hysterectomies were performed; 459 (43%) vaginal, 561 (52.6%) laparoscopic/robotic, and 47 (4.4%) abdominal. There were 530 hysteroscopies. Overall median OMEs decreased from 225 prior to July 2018 to 75 after July 2018 (p < 0.0001). The opioid refill rate remained unchanged at 7.4% (p = 0.966). In Florida, there were 769 hysterectomies; 241 (31.3%) vaginal, 476 (61.9%) laparoscopic/robotic, and 52 (6.8%) abdominal. There were 549 hysteroscopies. Overall median OMEs decreased from 150 prior to July 2018 to 0 after July 2018 (p < 0.0001). The opioid refill rate was similar (7.8% before July 2018 and 7.3% after July 2018; p = 0.739). LIMITATIONS Limitations include involvement of a single hospital institution with a total of 10 fellowship-trained surgeons and biases inherent to retrospective study design. CONCLUSIONS Legislative and provider-led changes coincided with decreases in opioid prescribing after 2018 in both states without increasing rates of refills and showed actual data reflected in the medical record. Gynecologists must actively participate in safe prescribing practices to decrease opioid dependence and misuse.
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Affiliation(s)
- Aakriti R Carrubba
- Division of Gynecologic Surgery, Mayo Clinic, Jacksonville, Florida, USA
| | - Amy E Glasgow
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth B Habermann
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Amanda P Stanton
- Division of Gynecologic Surgery, Mayo Clinic, Jacksonville, Florida, USA
| | - Megan N Wasson
- Division of Gynecologic Surgery, Mayo Clinic, Scottsdale, Arizona, USA
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Danagoulian S, King A, Mangan K, Tarchick J, Dolcourt B. Fewer Opioids but More Benzodiazepines? Prescription Trends by Specialty in Response to the Implementation of Michigan's Opioid Laws. Pain Med 2021; 23:403-413. [PMID: 34505879 DOI: 10.1093/pm/pnab270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 08/09/2021] [Accepted: 08/30/2021] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To characterize the effects of Michigan's controlled substance legislation on acute care prescriber behavior by specialty, in a single hospital system. DESIGN A retrospective study of opioid and benzodiazepine prescription records from a hospital electronic medical record system between August 1, 2016 and March 31, 2019 in Detroit, MI. SETTING Discharges from inpatient and emergency department visits. INTERVENTION Evaluating the impact of implementation of state controlled substance legislation, comparing prescriptions by physicians before, upon, and after June 1, 2018 using regression discontinuity analysis. METHODS Total daily prescriptions of opioids and total daily prescriptions of benzodiazepine by physicians in the hospital system. Prescriptions were converted to morphine and lorazepam equivalents for comparability. RESULTS We find 38.5% (CI: 74.1% - 2.9%) decrease of prescription in milligrams of opioid equivalents attributable to implementation of legislation. The main catalyst of the decrease was emergency medicine which experienced 63.9% (CI: 109.7% - 18.0%) decrease in milligrams of opioid equivalent prescriptions, while surgery increased prescriptions. Though we do not find any statistically significant changes in prescriptions of milligram equivalent of benzodiazepines, we estimate 43.1% (CI: 82.6 - 3.7%) decrease in count of these prescriptions, implying a significant increase in average dosage of prescriptions. CONCLUSIONS The introduction of new regulatory requirements for the prescription of controlled substances led to a general decrease in morphine equivalent milligrams prescribed in most specialties, though it may have increased the dosage of benzodiazepine prescriptions. The change in prescription behavior could be motivated by regulatory hassle or by change in attitude towards opioid prescriptions and increased recognition of opioid use disorder.
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Affiliation(s)
- Shooshan Danagoulian
- Department of Economics, Wayne State University, 656 W. Kirby St, FAB 2095, Detroit, MI 48202, , (313)-577-1078
| | - Andrew King
- Emergency Medicine/Medical Toxicology, Wayne State University
| | - Kyle Mangan
- Department of Pharmacy, Sinai Grace Hospital, Detroit Medical Center
| | | | - Bram Dolcourt
- Emergency Medicine/Medical Toxicology, Wayne State University
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Beauchemin M, Dorritie R, Hershman DL. Opioid use and misuse in children, adolescents, and young adults with cancer: a systematic review of the literature. Support Care Cancer 2021; 29:4521-4527. [PMID: 33462726 PMCID: PMC8238862 DOI: 10.1007/s00520-020-05980-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/29/2020] [Indexed: 12/22/2022]
Abstract
Adolescents and young adults (AYAs) are at increased risk for negative opioid-related outcomes, including misuse and overdose. High-quality cancer care requires adequate pain management and often includes opioids for tumor- and/or treatment-related pain. Little is known about opioid use and misuse in children and AYAs with cancer, and we therefore conducted a systematic review of the literature using PRISMA guidelines to identify all relevant studies that evaluated opioid use and/or misuse among this population. Eleven studies were identified that met our inclusion criteria. The range of opioid use among the studies was 12-97%, and among the five studies that reported opioid misuse or aberrant behaviors, 7-90% of patients met criteria. Few studies reported factors associated with opioid misuse but included prior mental health and/or substance use disorders, and prior opioid use. In summary, opioid use is highly variable among children and AYAs with cancer; however, the range of use varies widely depending on the study population, such as survivors or end-of-life cancer patients. Few studies have examined opioid misuse and/or aberrant behaviors, and future research is needed to better understand opioid use and misuse among children and AYAs with cancer, specifically those who will be cured of their cancer and may subsequently experience adverse opioid-related outcomes.
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Affiliation(s)
- Melissa Beauchemin
- Mailman School of Public Health, Department of Epidemiology, Columbia University, 722 W. 168th Street Room 719, NY, 10032, New York, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10032, USA.
| | | | - Dawn L Hershman
- Mailman School of Public Health, Department of Epidemiology, Columbia University, 722 W. 168th Street Room 719, NY, 10032, New York, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10032, USA
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Bleicher J, Stokes SM, Brooke BS, Glasgow RE, Huang LC. Patient-centered Opioid Prescribing: Breaking Away From One-Size-Fits-All Prescribing Guidelines. J Surg Res 2021; 264:1-7. [PMID: 33744772 PMCID: PMC8222090 DOI: 10.1016/j.jss.2021.01.048] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 01/21/2021] [Accepted: 01/22/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Procedure-based opioid-prescribing guidelines have reduced the amount of opioids prescribed after surgery; however, many patients are still overprescribed opioids. The 24-h predischarge opioid consumption (PDOC) metric has been proposed to guide patient-centered prescribing. MATERIALS AND METHODS This is a single-institution, retrospective study of patients who underwent major abdominal surgery. We assessed the correlation between inpatient opioid use and discharge prescriptions using morphine milligram equivalents (MMEs). The adequacy of discharge prescriptions for individual patients was assessed using 2 models, one assuming constant opioid use (based on 24-h PDOC) and the other assuming a linear taper. RESULTS Of 596 included patients, gastric bypass and colectomy were the most common operations. Median length of stay was 3.5 d. Inpatient opioid use and discharge prescriptions were weakly correlated (r = 0.35). Patients with no opioid use 24 h before discharge (n = 133, 22.3%) were frequently discharged with opioid prescriptions. Patients with high opioid use (24-h PDOC >60 MME) were often discharged with prescriptions that would have lasted <48 h (164/200, 82%). Assuming constant opioid use, discharge prescriptions would have lasted patients a median of 5.1 d. With linear opioid tapering, 440 (72.9%) patients would have had leftover pills. A theoretical discharge prescription of 4 times 24-h PDOC would reduce the median prescription by 130 MMEs and allow a linear taper for 97.6% of patients. CONCLUSIONS At our institution, opioid prescribing was rarely patient-centered, with little correlation between patient's inpatient opioid use and discharge prescriptions. This leads to overprescribing for most patients and underprescribing for others.
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Affiliation(s)
- Josh Bleicher
- Department of Surgery, University of Utah, Salt Lake City, Utah.
| | - Sean M Stokes
- Department of Surgery, University of Utah, Salt Lake City, Utah
| | | | | | - Lyen C Huang
- Department of Surgery, University of Utah, Salt Lake City, Utah
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Borders JR, Letvak S, Amirehsani KA, Ross R, Phifer N. Opioid epidemic and prescribing in hospice and palliative care: a review of the literature. Int J Palliat Nurs 2021; 27:255-261. [PMID: 34292770 DOI: 10.12968/ijpn.2021.27.5.255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Rising rates of opioid abuse worldwide have led to the implementation of policies to curb opioid prescribing. It is unknown what impact these policies have on prescribing within the setting of hospice and palliative care. OBJECTIVES To determine the current state of the science of opioid prescribing in hospice and palliative care in relation to the opioid epidemic and associated policies. METHODS A systematic integrative literature review was conducted using the Cumulative Index of Nursing and Allied Health Literature (CINAHL), PubMed, ProQuest Central and SCOPUS. RESULTS Most of the existing literature examines physician perspectives related to opioid prescribing in primary care settings. Ample evidence exists that policies can and do affect rates of opioid prescribing in specialties outside of hospice and palliative care. There is limited evidence to suggest how these policies affect opioid prescribing in hospice and palliative care. However, the available evidence suggests that opioids are necessary in hospice and palliative care in order to manage pain. CONCLUSION Further research is necessary to examine the possible negative impact of the opioid epidemic on opioid prescribing in hospice and palliative care.
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Affiliation(s)
- Joshua R Borders
- Lecturer, School of Nursing, University of North Carolina at Greensboro
| | - Susan Letvak
- Professor, School of Nursing, University of North Carolina at Greensboro
| | - Karen A Amirehsani
- Assistant Professor, School of Nursing, University of North Carolina at Greensboro
| | - Ratchneewan Ross
- Professor, School of Nursing, University of North Carolina at Greensboro
| | - Nancy Phifer
- Palliative Care Physician, University of North Carolina at Greensboro
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Omaki E, Castillo R, McDonald E, Eden K, Davis S, Frattaroli S, Rothman R, Shields W, Gielen A. A patient decision aid for prescribing pain medication: Results from a pilot test in two emergency departments. Patient Educ Couns 2021; 104:1304-1311. [PMID: 33280968 DOI: 10.1016/j.pec.2020.11.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 11/16/2020] [Accepted: 11/18/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVE This study piloted a patient education and decision aid tool about prescription pain relievers to determine potential impact on: comfort receiving an opioid prescription; knowledge about opioids; decisional conflict about whether to take an opioid; and shared decision making with the prescribing physician. METHODS Patients with acute pain were recruited from two emergency departments (ED), and randomized to complete the tool (N = 65) or a time-matched control (N = 59) on a tablet. Data collection involved: a baseline survey; a post-test immediately following the assigned program; a discharge survey after seeing the physician; and a 6-week follow-up survey. RESULTS Knowledge increased and comfort receiving an opioid decreased as hypothesized, but did not reach statistical significance. Despite the lack of knowledge differences, the tool had significant positive impact on patients feeling more informed and experiencing less decisional conflict. Shared decision making with the prescribing physician was not impacted. CONCLUSION A patient decision aid can help ED patients feel more informed and less conflicted about prescription pain relievers but did not impact shared decision-making. PRACTICE IMPLICATIONS Patient education programs implemented in the ED should consider engaging physicians in the program to help to promote patient-centered approaches in the treatment of acute pain.
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Affiliation(s)
- Elise Omaki
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States.
| | - Renan Castillo
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States
| | - Eileen McDonald
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States
| | - Karen Eden
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR, 97239, United States
| | - Stephen Davis
- WVU Injury Control and Research Center, West Virginia University, Morgantown, WV, 26506, United States
| | - Shannon Frattaroli
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States
| | - Richard Rothman
- Johns Hopkins Department of Emergency Medicine, Johns Hopkins School of Medicine, Baltimore, MD, 21287, United States
| | - Wendy Shields
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States
| | - Andrea Gielen
- Johns Hopkins Center for Injury Research and Policy, Department of Health Policy & Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, United States
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Benintendi A, Kosakowski S, Lagisetty P, Larochelle M, Bohnert AS, Bazzi AR. "I felt like I had a scarlet letter": Recurring experiences of structural stigma surrounding opioid tapers among patients with chronic, non-cancer pain. Drug Alcohol Depend 2021; 222:108664. [PMID: 33757709 PMCID: PMC8058315 DOI: 10.1016/j.drugalcdep.2021.108664] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 12/22/2020] [Accepted: 12/25/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Efforts to address opioid-involved overdose fatalities have led to widespread implementation of various initiatives to taper (i.e., reduce or discontinue) opioid prescriptions despite a limited understanding of patients' experience. METHODS From 2019-2020, we recruited patients with chronic, non-cancer pain who had undergone a reduction in opioid daily dosage of ≥50 % in the past two years at Boston Medical Center or Michigan Medicine. Participants completed semi-structured interviews exploring health history, opioid use, and taper experiences. Inductive analysis, guided by theoretical conceptualizations of structural stigma, identified emergent themes. RESULTS Among 41 participants, three elements of structural stigma were identified across participants' lives. First, participants identified themselves as overlooked subjects of the U.S. opioid crisis, who experienced overprescribing, subsequent stigmatization and surveillance of opioid use (e.g., toxicology screening, "pill counts"), and various tapering initiatives. Second, during the course of pain treatment, participants felt stigmatized and invalidated by cultural norms linking chronic pain to stereotypes of acting disingenuously (e.g., "drug-seeking"). Finally, during and after tapers, institutional policies and programs further increased participants' feelings of marginalization, producing multiple unintended consequences, including reduced access to medical care and feeling "orphaned by the system." CONCLUSIONS Opioid tapers may exacerbate the social production and burden of stigma among patients with chronic pain, especially when processes are perceived to invalidate pain, endorse stereotypes, and label previously effective, acceptable treatment as inappropriate. Findings highlight how various tapering initiatives reinforce the devalued status of people living with chronic pain while also reducing patients' wellbeing and confidence in medical systems.
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Affiliation(s)
- Allyn Benintendi
- Clinical Addiction Research and Evaluation Unit, Section of General Internal Medicine, Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Sarah Kosakowski
- Clinical Addiction Research and Evaluation Unit, Section of General Internal Medicine, Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Pooja Lagisetty
- Michigan Medicine, Department of Internal Medicine, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA,VA Center for Clinical Management Research, 2215 Fuller Road, Ann Arbor, MI 48105, USA
| | - Marc Larochelle
- Clinical Addiction Research and Evaluation Unit, Section of General Internal Medicine, Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Amy S.B. Bohnert
- VA Center for Clinical Management Research, 2215 Fuller Road, Ann Arbor, MI 48105, USA,Michigan Medicine, Department of Anesthesiology, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Angela R Bazzi
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, rm 442e, Boston, MA, 02118, USA; Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA.
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Abstract
Background One strategy to address the high number of U.S. opioid-related deaths is to restrict high-risk or inappropriate opioid analgesic prescribing and dispensing. Federal and state laws and regulations have implemented restrictions but less is known about commercial and public payers’ policies aside from clinician anecdotal reports that these policies are increasing. To assess the number and types of policies with temporal trends, we examined commercial and public (Medicaid) payer policies in one state, Michigan, that has high opioid-related deaths and implemented opioid analgesic prescribing laws. Methods Policies for seven large commercial payers and the public payer for 2012–2018 were reviewed and categorized by actions. Joinpoint regression was used to summarize temporal trends on number of policies for all payers and subgroups. Results Across the 7 years, there were 529 action policies (75.57 (95% confidence intervals (CI) 35.93, 115.22) actions per year) with a range of 36 to 103 actions by payer. Limitations on number of days for initial prescriptions and prior authorizations were the most frequently implemented policy. The temporal trend showed a decline in new policies from 2012 to 2013 but a steady increase from 2014 to 2018 (average annual percent change or AAPC=29.6% (95% confidence intervals 13.2, 48.5%)). The public payer (n=47 policies) showed no increase in number of policies over time (AAPC=2.9% (95% CI -41.6, 61.6%). Conclusions The eight commercial and public payers implemented many new policies to restrict opioid analgesic prescribing with a steady increase in the number of such policies implemented from 2014 to 2018. This case study documented that at least in one state with high opioid-related deaths and multiple commercial payers, new and different policies were increasingly implemented creating barriers to patient care. The impact of these policies is understudied, complicating recommendation of best practices.
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Affiliation(s)
- Cynthia L Arfken
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Drive, Suite 1B, Detroit, MI, 48201, USA
| | - Victoria Tutag Lehr
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Avenue, Room 4144, Detroit, MI, 48201, USA.
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Walsh SL, El-Bassel N, Jackson RD, Samet JH, Aggarwal M, Aldridge AP, Baker T, Barbosa C, Barocas JA, Battaglia TA, Beers D, Bernson D, Bowers-Sword R, Bridden C, Brown JL, Bush HM, Bush JL, Button A, Campbell AN, Cerda M, Cheng DM, Chhatwal J, Clarke T, Conway KP, Crable EL, Czajkowski A, David JL, Drainoni ML, Fanucchi LC, Feaster DJ, Fernandez S, Freedman D, Freisthler B, Gilbert L, Glasgow LM, Goddard-Eckrich D, Gutnick D, Harlow K, Helme DW, Huang T, Huerta TR, Hunt T, Hyder A, Kerner R, Keyes K, Knott CE, Knudsen HK, Konstan M, Larochelle MR, Craig Lefebvre R, Levin F, Lewis N, Linas BP, Lofwall MR, Lounsbury D, Lyons MS, Mann S, Marks KR, McAlearney A, McCollister KE, McCrimmon T, Miles J, Miller CC, Nash D, Nunes E, Oga EA, Oser CB, Plouck T, Rapkin B, Freeman PR, Rodriguez S, Root E, Rosen-Metsch L, Sabounchi N, Saitz R, Salsberry P, Savitsky C, Schackman BR, Seiber EE, Slater MD, Slavova S, Speer D, Martinez LS, Stambaugh LF, Staton M, Stein MD, Stevens-Watkins DJ, Surratt HL, Talbert JC, Thompson KL, Toussant K, Vandergrift NA, Villani J, Walker DM, Walley AY, Walters ST, Westgate PM, Winhusen T, Wu E, Young AM, Young G, Zarkin GA, Chandler RK. The HEALing (Helping to End Addiction Long-term SM) Communities Study: Protocol for a cluster randomized trial at the community level to reduce opioid overdose deaths through implementation of an integrated set of evidence-based practices. Drug Alcohol Depend 2020; 217:108335. [PMID: 33248391 PMCID: PMC7568493 DOI: 10.1016/j.drugalcdep.2020.108335] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 09/17/2020] [Accepted: 09/17/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Opioid overdose deaths remain high in the U.S. Despite having effective interventions to prevent overdose deaths, there are numerous barriers that impede their adoption. The primary aim of the HEALing Communities Study (HCS) is to determine the impact of an intervention consisting of community-engaged, data-driven selection, and implementation of an integrated set of evidence-based practices (EBPs) on reducing opioid overdose deaths. METHODS The HCS is a four year multi-site, parallel-group, cluster randomized wait-list controlled trial. Communities (n = 67) in Kentucky, Massachusetts, New York and Ohio are randomized to active intervention (Wave 1), which starts the intervention in Year 1 or the wait-list control (Wave 2), which starts the intervention in Year 3. The HCS will test a conceptually driven framework to assist communities in selecting and adopting EBPs with three components: 1) a community engagement strategy with local coalitions to guide and implement the intervention; 2) a compendium of EBPs coupled with technical assistance; and 3) a series of communication campaigns to increase awareness and demand for EBPs and reduce stigma. An implementation science framework guides the intervention and allows for examination of the multilevel contexts that promote or impede adoption and expansion of EBPs. The primary outcome, number of opioid overdose deaths, will be compared between Wave 1 and Wave 2 communities during Year 2 of the intervention for Wave 1. Numerous secondary outcomes will be examined. DISCUSSION The HCS is the largest community-based implementation study in the field of addiction with an ambitious goal of significantly reducing fatal opioid overdoses.
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Wentz AE, Wang RRC, Marshall BDL, Shireman TI, Liu T, Merchant RC. Variation in opioid analgesia administration and discharge prescribing for emergency department patients with suspected urolithiasis. Am J Emerg Med 2020; 38:2119-2124. [PMID: 33071098 PMCID: PMC7704692 DOI: 10.1016/j.ajem.2020.07.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 07/03/2020] [Accepted: 07/03/2020] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVE Previous research has suggested caution about opioid analgesic usage in the emergency department (ED) setting and raised concerns about variations in prescription opioid analgesic usage, both across institutions and for whom they are prescribed. We examined opioid analgesic usage in ED patients with suspected urolithiasis across fifteen participating hospitals. METHODS This is a secondary analysis of a clinical trial including adult ED patients with suspected urolithiasis. In multilevel models accounting for clustering by hospital, we assessed demographic, clinical, state-level, and hospital-level factors associated with opioid analgesic administration during the ED visit and prescription at discharge. RESULTS Of 2352 participants, 67% received an opioid analgesic during the ED visit and 61% were prescribed one at discharge. Opioid analgesic usage varied greatly across hospitals, ranging from 46% to 88% (during visit) and 34% to 85% (at discharge). Hispanic patients were less likely than non-Hispanic white patients to receive opioid analgesics during the ED visit (OR 0.72, 95% CI 0.55-0.94). Patients with higher education (OR 1.29, 95% CI 1.05-1.59), health insurance coverage (OR 1.27, 95% CI 1.02-1.60), or receiving care in states with a prescription drug monitoring program (OR 1.64, 95% CI 1.06-2.53) were more likely to receive an opioid analgesic prescription at ED discharge. CONCLUSION We found marked hospital-level differences in opioid analgesic administration and prescribing, as well as associations with education, healthcare insurance, and race/ethnicity groups. These data might compel clinicians and hospitals to examine their opioid use practices to ensure it is congruent with accepted medical practice.
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Affiliation(s)
- Anna E Wentz
- Brown University School of Public Health, Department of Epidemiology, Box G-121-3, Providence, RI 02912, USA.
| | - Ralph R C Wang
- Emergency Medicine, University of California, San Francisco, San Francisco, CA, USA.
| | - Brandon D L Marshall
- Brown University School of Public Health, Department of Epidemiology, Providence, RI, USA.
| | - Theresa I Shireman
- Brown University School of Public Health, Health Services Policy & Practice, Providence, RI, USA.
| | - Tao Liu
- Brown University School of Public Health, Data & Statistics Core of Brown Alcohol Research Center on HIV (ARCH), Providence, RI, USA.
| | - Roland C Merchant
- Harvard Medical School, Brigham and Women's Hospital Department of Emergency Medicine, Boston, MA, USA.
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Shallcross ML, Stulberg JJ, Schäfer WLA, Buckley BA, Huang R, Bilimoria KY, Johnson JK. A Mixed-Methods Evaluation of Clinician Education Modules on Reducing Surgical Opioid Prescribing. J Surg Res 2020; 257:1-8. [PMID: 32818777 DOI: 10.1016/j.jss.2020.07.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 06/05/2020] [Accepted: 07/03/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND In this study, we developed online interactive clinician education modules highlighting best practices to minimize opioid prescribing at discharge after surgery. The modules were implemented as part of a multicomponent quality improvement initiative across a six-hospital health system. This article describes the development and evaluation of this educational intervention. MATERIALS AND METHODS Clinician education modules targeting surgical prescribers, nurses, and pharmacists were developed and implemented by an interdisciplinary team. Clinicians were invited to participate in an evaluation survey after completing the modules. Survey items assessed clinicians' rating of the module and intention to change clinical practice because of the module. Quantitative and qualitative survey responses were analyzed by the study team. RESULTS A total of 2119 clinicians completed the module and 1831 of these clinicians (86.4%) completed the survey. Of clinicians completing the survey, 65.6% reported that they intend to change clinical practice after completing the module. Intended changes were related to increased knowledge and awareness, provider empowerment, opioid prescribing practices, nonopioid prescribing practices, and patient education. Many clinicians who indicated they do not intend to change practice reported that their clinical practices were already in line with module recommendations. Some clinicians did not perceive the module to be relevant to their role. CONCLUSIONS Module completion was associated with the intention to improve clinical practice in areas related to provider empowerment, opioid prescribing, nonopioid prescribing, and patient education. Evaluation data will inform future module improvements. There is an opportunity to ensure that all clinicians, including those who are not prescribers, recognize their role in opioid stewardship.
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Affiliation(s)
- Meagan L Shallcross
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jonah J Stulberg
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Surgery, Northwestern Memorial Hospital, Chicago, Illinois
| | - Willemijn L A Schäfer
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Barbara A Buckley
- Performance Improvement, Northwestern Memorial HealthCare, System Clinical Performance, Chicago, Illinois
| | - Reiping Huang
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Karl Y Bilimoria
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Surgery, Northwestern Memorial Hospital, Chicago, Illinois
| | - Julie K Johnson
- Department of Surgery and Center for Health Services and Outcomes Research, Surgical Outcomes and Quality Improvement Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Ahomäki I, Pitkänen V, Soppi A, Saastamoinen L. Impact of a physician-targeted letter on opioid prescribing. J Health Econ 2020; 72:102344. [PMID: 32592925 DOI: 10.1016/j.jhealeco.2020.102344] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 04/09/2020] [Accepted: 05/20/2020] [Indexed: 06/11/2023]
Abstract
We study the effect of a physician-targeted nudge letter on opioid prescribing. In May 2017, the Social Insurance Institution of Finland sent a personal information letter to all physicians who had issued a prescription containing at least 100 tablets of paracetamol-codeine combination to a new patient. The aim of the letter was to draw the physicians' attention to their prescribing practices and to decrease the size of the first codeine prescription. Using individual level register data and a difference-in-differences strategy, we estimate that the letter decreased the average number of tablets purchased by new patients by 12.5 percent and the probability of a first purchase being at least 100 tablets by six percentage points. We also find that these effects were larger among consistent high prescribers. However, we do not find similar effects on other mild or strong opioids.
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Affiliation(s)
- Iiro Ahomäki
- School of Business and Economics, University of Jyväskylä, PO Box 35, FI-40014, Finland.
| | | | - Aarni Soppi
- Social Insurance Institution of Finland, Finland
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Quanbeck A, Almirall D, Jacobson N, Brown RT, Landeck JK, Madden L, Cohen A, Deyo BMF, Robinson J, Johnson RA, Schumacher N. The Balanced Opioid Initiative: protocol for a clustered, sequential, multiple-assignment randomized trial to construct an adaptive implementation strategy to improve guideline-concordant opioid prescribing in primary care. Implement Sci 2020; 15:26. [PMID: 32334632 PMCID: PMC7183389 DOI: 10.1186/s13012-020-00990-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 04/08/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rates of opioid prescribing tripled in the USA between 1999 and 2015 and were associated with significant increases in opioid misuse and overdose death. Roughly half of all opioids are prescribed in primary care. Although clinical guidelines describe recommended opioid prescribing practices, implementing these guidelines in a way that balances safety and effectiveness vs. risk remains a challenge. The literature offers little help about which implementation strategies work best in different clinical settings or how strategies could be tailored to optimize their effectiveness in different contexts. Systems consultation consists of (1) educational/engagement meetings with audit and feedback reports, (2) practice facilitation, and (3) prescriber peer consulting. The study is designed to discover the most cost-effective sequence and combination of strategies for improving opioid prescribing practices in diverse primary care clinics. METHODS/DESIGN The study is a hybrid type 3 clustered, sequential, multiple-assignment randomized trial (SMART) that randomizes clinics from two health systems at two points, months 3 and 9, of a 21-month intervention. Clinics are provided one of four sequences of implementation strategies: a condition consisting of educational/engagement meetings and audit and feedback alone (EM/AF), EM/AF plus practice facilitation (PF), EM/AF + prescriber peer consulting (PPC), and EM/AF + PF + PPC. The study's primary outcome is morphine-milligram equivalent (MME) dose by prescribing clinicians within clinics. The study's primary aim is the comparison of EM/AF + PF + PPC versus EM/AF alone on change in MME from month 3 to month 21. The secondary aim is to derive cost estimates for each of the four sequences and compare them. The exploratory aim is to examine four tailoring variables that can be used to construct an adaptive implementation strategy to meet the needs of different primary care clinics. DISCUSSION Systems consultation is a practical blend of implementation strategies used in this case to improve opioid prescribing practices in primary care. The blend offers a range of strategies in sequences from minimally to substantially intensive. The results of this study promise to help us understand how to cost effectively improve the implementation of evidence-based practices. TRIAL REGISTRATION NCT04044521 (ClinicalTrials.gov). Registered 05 August 2019.
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Affiliation(s)
- Andrew Quanbeck
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 800 University Bay Drive, Suite 210, Madison, WI 53705-2278 USA
| | - Daniel Almirall
- Department of Statistics and Institute for Social Research, University of Michigan, 2448 Institute for Social Research, 426 Thompson St., Ann Arbor, MI 48104-2321 USA
| | - Nora Jacobson
- Institute for Clinical and Translational Research and School of Nursing, University of Wisconsin, Madison, 5130 Signe Skott Cooper Hall, 701 Highland Ave, Madison, WI 53705-2202 USA
| | - Randall T. Brown
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 1100 Delaplaine Ct, Madison, WI 53705-1840 USA
| | - Jillian K. Landeck
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 1100 Delaplaine Ct, Madison, WI 53705-1840 USA
| | - Lynn Madden
- APT Foundation, 1 Long Wharf Drive, Suite 321, New Haven, CT 06511-5991 USA
| | - Andrew Cohen
- Bellin Health Systems, Inc., 744 S. Webster Ave, Green Bay, WI 54305 USA
| | - Brienna M. F. Deyo
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 1100 Delaplaine Ct, Madison, WI 53705-1840 USA
| | - James Robinson
- Forward Data Analytic Services, LLC, 6700 Cross Country Road, Verona, WI 53593 USA
| | - Roberta A. Johnson
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 800 University Bay Drive, Suite 210, Madison, WI 53705-2278 USA
| | - Nicholas Schumacher
- Department of Family Medicine and Community Health, University of Wisconsin–Madison, 800 University Bay Drive, Suite 210, Madison, WI 53705-2278 USA
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Larochelle MR, Bernstein R, Bernson D, Land T, Stopka TJ, Rose AJ, Bharel M, Liebschutz JM, Walley AY. Touchpoints - Opportunities to predict and prevent opioid overdose: A cohort study. Drug Alcohol Depend 2019; 204:107537. [PMID: 31521956 PMCID: PMC7020606 DOI: 10.1016/j.drugalcdep.2019.06.039] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 06/21/2019] [Accepted: 06/27/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Medical care, public health, and criminal justice systems encounters could serve as touchpoints to identify and intervene with individuals at high-risk of opioid overdose death. The relative risk of opioid overdose death and proportion of deaths that could be averted at such touchpoints are unknown. METHODS We used 8 individually linked data sets from Massachusetts government agencies to perform a retrospective cohort study of Massachusetts residents ages 11 and older. For each month in 2014, we identified past 12-month exposure to 4 opioid prescription touchpoints (high dosage, benzodiazepine co-prescribing, multiple prescribers, or multiple pharmacies) and 4 critical encounter touchpoints (opioid detoxification, nonfatal opioid overdose, injection-related infection, and release from incarceration). The outcome was opioid overdose death. We calculated Standardized Mortality Ratios (SMRs) and Population Attributable Fractions (PAFs) associated with touchpoint exposure. RESULTS The cohort consisted of 6,717,390 person-years of follow-up with 1315 opioid overdose deaths. We identified past 12-month exposure to any touchpoint in 2.7% of person-months and for 51.8% of opioid overdose deaths. Opioid overdose SMRs were 12.6 (95% CI: 11.1, 14.1) for opioid prescription and 68.4 (95% CI: 62.4, 74.5) for critical encounter touchpoints. Fatal opioid overdose PAFs were 0.19 (95% CI: 0.17, 0.21) for opioid prescription and 0.37 (95% CI: 0.34, 0.39) for critical encounter touchpoints. CONCLUSIONS Using public health data, we found eight candidate touchpoints were associated with increased risk of fatal opioid overdose, and collectively identified more than half of opioid overdose decedents. These touchpoints are potential targets for development of overdose prevention interventions.
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Affiliation(s)
- Marc R. Larochelle
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA,Corresponding author at: Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA. (M.R. Larochelle)
| | - Ryan Bernstein
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA
| | - Dana Bernson
- Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
| | - Thomas Land
- Department of Medicine, University of Massachusetts Medical School, 55 North Lake Avenue, Worcester, MA 01655, USA
| | - Thomas J. Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Adam J. Rose
- RAND Corporation, 20 Park Plaza #920, Boston, MA 02116, USA
| | - Monica Bharel
- Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
| | - Jane M. Liebschutz
- Division of General Internal Medicine, Center for Research on Health Care, University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite 933 West MUH, Pittsburgh, PA 15213, USA
| | - Alexander Y. Walley
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA,Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
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Coughlin JM, Shallcross ML, Schäfer WLA, Buckley BA, Stulberg JJ, Holl JL, Bilimoria KY, Johnson JK. Minimizing Opioid Prescribing in Surgery (MOPiS) Initiative: An Analysis of Implementation Barriers. J Surg Res 2019; 239:309-319. [PMID: 30908977 DOI: 10.1016/j.jss.2019.03.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 01/26/2019] [Accepted: 03/06/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND The United States is in the midst of an opioid epidemic. In response, our institution developed the Minimizing Opioid Prescribing in Surgery (MOPiS) initiative. MOPiS is a multicomponent intervention including: (1) patient education on opioid safety and pain management expectations; (2) clinician education on safe opioid prescribing; (3) prescribing data feedback; (4) patient risk screening to assess for addictive behavior; and (5) optimizations to the electronic health record (EHR). We conducted a preintervention formative evaluation to identify barriers and facilitators to implementation. MATERIALS AND METHODS We conducted 22 semistructured interviews with key stakeholders (surgeons, nurses, pharmacists, and administrators) at six hospitals within a single health care system. Interviewees were asked about perceived barriers and facilitators to the components of the intervention. Responses were analyzed to identify common themes using the Consolidated Framework for Implementation Research. RESULTS We identified common themes of potential implementation barriers and classified them under 12 Consolidated Framework for Implementation Research domains and three intervention domains. Time and resource constraints (needs and resources), the modality of educational material (design quality and packaging), and prescribers' concern for patient satisfaction scores (external policy and incentives) were identified as the most significant structural barriers. Resident physicians, pharmacists, and pain specialists were identified as potential key facilitating actors to the intervention. CONCLUSIONS We identified specific barriers to successful implementation of an opioid reduction initiative in a surgical setting. In our MOPiS initiative, a preintervention formative evaluation enabled the design of strategies that will overcome implementation barriers specific to the components of our initiative.
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Affiliation(s)
- Julia M Coughlin
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Meagan L Shallcross
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Willemijn L A Schäfer
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Barbara A Buckley
- Northwestern Medicine, System Clinical Performance, Chicago, Illinois
| | - Jonah J Stulberg
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Northwestern Medicine, System Clinical Performance, Chicago, Illinois
| | - Jane L Holl
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Karl Y Bilimoria
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Northwestern Medicine, System Clinical Performance, Chicago, Illinois
| | - Julie K Johnson
- Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Harrison ML, Walsh TL. The effect of a more strict 2014 DEA schedule designation for hydrocodone products on opioid prescription rates in the United States. Clin Toxicol (Phila) 2019; 57:1064-1072. [PMID: 30789065 DOI: 10.1080/15563650.2019.1574976] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Background: From 1999 to 2010, the annual number of US deaths due to opioid overdose increased about 400% as the number of opioids prescribed yearly also increased by approximately 400%. Over this period, hydrocodone combination products drove the opioid epidemic, as they became the most frequently prescribed medication in the United States. Our objective was to determine if the Drug Enforcement Administration's (DEA) 2014 policy change - which made it more difficult to prescribe hydrocodone combination products by moving them from Schedule III to Schedule II - reduced the total amount of opioid prescriptions as intended. Methods: We conducted a longitudinal analysis of the 10 most populous US states, beginning at the time each state began collecting data on opioid prescribing, and concluding at the end of 2016. The exposure was the DEA-mandated October 6, 2014 hydrocodone combination product schedule change. Results: After the DEA's schedule change for hydrocodone combination products, the total number of opioids prescribed each year per 100 people did not substantially change in California, Florida, Michigan, or New York. Although prescription rates dropped for hydrocodone combination products (CA: 43.2, 35.0; MI: 66.8, 55.6; NY: 20.8, 15.1), the reduction was commensurately counteracted by increased rates for tramadol (CA: 0.2, 9.9; MI: 0.1, 17.3; NY: 0.0, 7.6) and oxycodone (CA: 8.7, 9.7; MI: 10.3, 11.9; NY: 18.1, 18.8). Surprisingly, the other 6 states assessed had no viable mechanism in place for assessing state-wide opioid prescription totals, routinely expunged collected data, or only instituted a reporting mechanism toward the end of our study. Conclusion: Total opioid prescriptions were relatively unchanged following the 2014 DEA-mandated schedule change, however, physicians did change their prescribing habits by substituting tramadol for hydrocodone combination products. This substitution of similar medications for hydrocodone suggests alternative approaches are needed to reduce total US opioid prescription rates. Additionally, the current lack of standardized prescription reporting by states makes detailed opioid prescription analysis alarmingly difficult and insufficient to guide policy or monitor the impact of policy changes.
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Affiliation(s)
- Matthew L Harrison
- The Dartmouth Institute for Health Policy & Clinical Practice, Geisel School of Medicine, Dartmouth College , Hanover , NH , USA.,Emergency Department, Texas Health Resources - Huguley Hospital , Fort Worth , TX , USA.,Department of Emergency Medicine, The University of Texas Southwestern Medical Center , Dallas , TX , USA
| | - Thomas L Walsh
- The Dartmouth Institute for Health Policy & Clinical Practice, Geisel School of Medicine, Dartmouth College , Hanover , NH , USA.,Cardinal Point Healthcare Solutions , Vista , CA , USA.,Oxley College of Health Sciences, University of Tulsa , Tulsa , OK , USA
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Daubresse M, Alexander GC, Crews DC, Segev DL, McAdams-DeMarco MA. Trends in Opioid Prescribing Among Hemodialysis Patients, 2007-2014. Am J Nephrol 2018; 49:20-31. [PMID: 30544114 PMCID: PMC6341485 DOI: 10.1159/000495353] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 11/08/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND Hemodialysis (HD) patients frequently experience pain. Previous studies of HD patients suggest increased opioid prescribing through 2010. It remains unclear if this trend continued after 2010 or declined with national trends. METHODS Longitudinal cohort study of 484,745 HD patients in the United States Renal Data System/Medicare data. We used Poisson/negative binomial regression to estimate annual incidence rates of opioid prescribing between 2007 and 2014. We compared prescribing rates with the general US population using IQVIA's National Prescription Audit data. Outcomes included the following: percent of HD patients receiving an opioid prescription, rate of opioid prescriptions, quantity, days supply, morphine milligram equivalents (MME) dispensed per 100 person-days, and prescriptions per person. RESULTS In 2007, 62.4% of HD patients received an opioid prescription. This increased to 63.2% in 2010 then declined to 53.7% by 2014. Opioid quantity peaked in 2011 at 73.5 pills per 100 person-days and declined to 62.6 pills per 100 person-days in 2014. MME peaked between 2010 and 2012 then declined through 2014. In 2014, MME rates were 1.8-fold higher among non-Hispanic patients and 1.6-fold higher among low-income patients. HD patients received 3.2-fold more opioid prescriptions per person compared to the general US population and were primarily prescribed oxycodone and hydrocodone. Between 2012 and 2014, HD patients experienced greater declines in opioid prescriptions per person (18.2%) compared to the general US population (7.1%). CONCLUSION Opioid prescribing among HD patients declined between 2012 and 2014. However, HD patients continue receiving substantially more opioids than the general US population.
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Affiliation(s)
- Matthew Daubresse
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Center for Drug Safety and Effectiveness, Johns Hopkins University, Baltimore, Maryland, USA
| | - G Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Center for Drug Safety and Effectiveness, Johns Hopkins University, Baltimore, Maryland, USA
- Division of General Internal Medicine, Department of Medicine, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Deidra C Crews
- Division of Nephrology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Dorry L Segev
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Surgery, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mara A McAdams-DeMarco
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA,
- Center for Drug Safety and Effectiveness, Johns Hopkins University, Baltimore, Maryland, USA,
- Division of Surgery, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,
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Abstract
Scientism in medical education distracts educators from focusing on the content of learning; it focuses attention instead on individual achievement and validity in its measurement. I analyze the specific form that scientism takes in medicine and in medical education. The competencies movement attempts to challenge old "scientistic" views of the role of physicians, but in the end it has invited medical educators to focus on validity in the measurement of individual performance for attitudes and skills that medicine resists conceptualizing as objective. Academic medicine should focus its efforts instead on quality and relevance of care. The social accountability movement proposes to shift the focus of academic medicine to the goal of high quality and relevant care in the context of community service and partnership with the institutions that together with medicine create and cope with health and with health deficits. I make the case for this agenda through a discussion of the linked histories of the opioid prescribing crisis and the professionalism movement.
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Affiliation(s)
- Lynette Reid
- Department of Bioethics, Dalhousie University, PO Box 15000, Halifax, NS, B3H 4R2, Canada.
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49
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Barbera L, Sutradhar R, Chu A, Seow H, Howell D, Earle CC, O'Brien MA, Dudgeon D, Atzema C, Husain A, Liu Y, DeAngelis C. Comparison of Opioid Prescribing Among Cancer and Noncancer Patients Aged 18-64: Analysis Using Administrative Data. J Pain Symptom Manage 2018; 56:72-79. [PMID: 29548892 DOI: 10.1016/j.jpainsymman.2018.03.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 03/05/2018] [Accepted: 03/07/2018] [Indexed: 11/19/2022]
Abstract
BACKGROUND Opioid prescribing has been increasingly scrutinized among noncancer patients. As an unintended consequence, opioids may be underprescribed for cancer patients. The purpose of this study was to compare trends in opioid prescribing in younger adults with and without cancer. METHODS From 2004 to 2013, Ontario residents aged 18-64 years eligible for government paid pharmacare were annually stratified into three groups: no cancer history, cancer diagnosis more than five years ago, and cancer diagnosis five years ago and less. We evaluated time trends in two annual outcomes: opioid prescription rate and mean daily opioid dose. RESULTS In 2013, 800,371 individuals were eligible for this study (3% with recent cancer and 2% with remote cancer). Across all years, compared with noncancer patients, overall opioid prescription rates were 43% and 26% higher for those with recent and remote cancer, respectively. Overall, a 1% relative annual increase was seen in those without cancer and a 1% decrease was seen in those with a recent cancer. Changes in prescription rates varied with drug class and cancer group. Notably, long-acting opioids had a relative annual increase of 7% in noncancer patients vs. 2% in recent cancer patients. Immediate-release combination agents had a relative annual decrease of 2% for all cancer groups. Trends in mean daily dose were similar between groups, but by 2013, they were lowest in recent cancer patients, regardless of drug class. INTERPRETATION Secular trends in opioid prescribing affect cancer and noncancer patients similarly. Further research is required to assess the potential impact on symptom management.
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Affiliation(s)
- Lisa Barbera
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada.
| | - Rinku Sutradhar
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Anna Chu
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Hsien Seow
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Doris Howell
- University Health Network, Princess Margaret Hospital, Toronto, Ontario, Canada
| | - Craig C Earle
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada; Department of Medicine, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mary Ann O'Brien
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Deb Dudgeon
- Department of Medicine and Oncology, Queen's University, Kingston, Ontario, Canada
| | - Clare Atzema
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada; Division of Emergency Medicine, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Amna Husain
- Mount Sinai Hospital, Temmy Latner Centre for Palliative Care, Toronto, Ontario, Canada
| | - Ying Liu
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Carlo DeAngelis
- Department of Pharmacy, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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50
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Abstract
Drawing from existing opioid prescribing guidelines, this article describes how medical providers can reduce the risk of overdose. Through primary prevention, providers can prevent initial exposure and associated risks by educating patients, using risk stratification, minimizing opioid dose and duration, and avoiding coprescribing with sedatives. Secondary prevention efforts include monitoring patients with urine toxicology and prescription monitoring programs, and screening for opioid use disorders. Tertiary prevention includes treating opioid use disorders and providing naloxone to prevent overdose death. Specific preventive strategies may be required for those with psychiatric disorders or substance use disorders, adolescents, the elderly, and pregnant women.
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Affiliation(s)
- Stephanie Lee Peglow
- Department of Psychiatry and Behavioral Sciences, Eastern Virginia Medical School, 825 Fairfax Avenue Suite 710, Norfolk, VA 23507, USA.
| | - Ingrid A Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, 2550 South Parker Road, Suite 200, Aurora, CO 80014, USA; Division of General Internal Medicine, Department of Medicine, University of Colorado, 12631 East 17th Avenue, Academic Office One, Campus Box B180, Aurora, CO 80045, USA
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