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Lee YK, Trevisan L, S Fuehrlein B. Longitudinal Outcomes of the top 20 Utilizers of VA Connecticut's Psychiatric Emergency Services Between 2010 and 2020. Community Ment Health J 2023; 59:1532-1536. [PMID: 37243739 DOI: 10.1007/s10597-023-01140-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 05/16/2023] [Indexed: 05/29/2023]
Abstract
Frequent utilizers of emergency services represent a clinically important cohort with potentially unmet health care needs despite demanding a high volume of costly services. However, not much is known about their longitudinal course. This study identified the top 20 utilizers of VA Connecticut's psychiatric emergency services and conducted a chart review of their longitudinal outcomes during an 11-year period between 2010 and 2020, including their visit diagnoses, medical and psychiatric comorbidities, and types and frequency of other medical services and supports received. At the index visit, 19 of the 20 patients had substance use disorder and 14 patients had at least one non-substance psychiatric diagnosis. Despite all patients receiving primary care and other services, such as residential treatments, outpatient therapy, and social work consults, 11 of the 12 patients remaining alive and residing in the state continued to utilize psychiatric emergency services in 2020, revealing a pattern of persistent use.
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Affiliation(s)
- Yu Kyung Lee
- Yale School of Medicine, Yale University School of Medicine, New Haven, USA.
| | - Louis Trevisan
- Yale School of Medicine, Yale University School of Medicine, New Haven, USA
- Department of Psychiatry, Creighton University, Omaha, USA
| | - Brian S Fuehrlein
- Yale School of Medicine, Yale University School of Medicine, New Haven, USA
- Department of Psychiatry, Yale University, New Haven, USA
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Holland WC, Li F, Nath B, Jeffery MM, Stevens M, Melnick ER, Dziura JD, Khidir H, Skains RM, D'Onofrio G, Soares WE. Racial and ethnic disparities in emergency department-initiated buprenorphine across five health care systems. Acad Emerg Med 2023; 30:709-720. [PMID: 36660800 PMCID: PMC10467357 DOI: 10.1111/acem.14668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/21/2023]
Abstract
BACKGROUND Opioid overdose deaths have disproportionately impacted Black and Hispanic populations, in part due to disparities in treatment access. Emergency departments (EDs) serve as a resource for patients with opioid use disorder (OUD), many of whom have difficulty accessing outpatient addiction programs. However, inequities in ED treatment for OUD remain poorly understood. METHODS This secondary analysis examined racial and ethnic differences in buprenorphine access using data from EMBED, a study of 21 EDs across five health care systems evaluating a clinical decision support system for initiating ED buprenorphine. The primary outcome was receipt of buprenorphine, ED administered or prescribed. Hospital type (academic vs. community) was evaluated as an effect modifier. Hierarchical models with cluster effects for site and clinician were used to assess buprenorphine receipt by race and ethnicity. RESULTS Black patients were less likely to receive buprenorphine (6.4% [51/801] vs. White patients 8.5% [268/3154], odds ratio [OR] 0.59, 95% confidence interval [CI] 0.45-0.78). This association persisted after adjusting for age, insurance, gender, clinician X-waiver, hospital type, and urbanicity (adjusted OR [aOR] 0.64, 95% CI 0.48-0.84) but not when discharge diagnosis was included (aOR 0.75, 95% CI 0.56-1.02). Hispanic patients were more likely to receive buprenorphine (14.8% [122/822] vs. non-Hispanic patients, 11.6% [475/4098]) in unadjusted (OR 1.57, 95% CI 1.09-1.83) and adjusted models (aOR 1.41, 95% CI 1.08-1.83) but not including discharge diagnosis (aOR 1.32, 95% CI 0.99-1.77). Odds of buprenorphine were similar in academic and community EDs by race (interaction p = 0.97) and ethnicity (interaction p = 0.64). CONCLUSIONS Black patients with OUD were less likely to receive buprenorphine whereas Hispanic patients were more likely to receive buprenorphine in academic and community EDs. Differences were attenuated with discharge diagnosis, as fewer Black and non-Hispanic patients were diagnosed with opioid withdrawal. Barriers to medication treatment are heterogenous among patients with OUD; research must continue to address the multiple drivers of health inequities at the patient, clinician, and community level.
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Affiliation(s)
| | - Fangyong Li
- Yale Center for Analytical Sciences, New Haven, Connecticut, USA
| | - Bidisha Nath
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Molly M Jeffery
- Department of Emergency Medicine and Department of Health Care Policy Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Maria Stevens
- Department of Emergency Medicine and Department of Health Care Policy Research, Mayo Clinic, Rochester, Minnesota, USA
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Edward R Melnick
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - James D Dziura
- Yale Center for Analytical Sciences, New Haven, Connecticut, USA
| | - Hazar Khidir
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
- National Clinician Scholars Program, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Rachel M Skains
- Department of Emergency Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gail D'Onofrio
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - William E Soares
- Department of Emergency Medicine, University of Massachusetts Chan Medical School-Baystate, Springfield, Massachusetts, USA
- Department of Healthcare Delivery and Population Science, University of Massachusetts Chan Medical School-Baystate, Springfield, Massachusetts, USA
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Kelly TD, Hawk KF, Samuels EA, Strayer RJ, Hoppe JA. Improving Uptake of Emergency Department-initiated Buprenorphine: Barriers and Solutions. West J Emerg Med 2022; 23:461-467. [PMID: 35980414 PMCID: PMC9391022 DOI: 10.5811/westjem.2022.2.52978] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 02/14/2022] [Indexed: 11/13/2022] Open
Abstract
Emergency departments (ED) are increasingly providing buprenorphine to persons with opioid use disorder. Buprenorphine programs in the ED have strong support from public health leaders and emergency medicine specialty societies and have proven to be clinically effective, cost effective, and feasible. Even so, few ED buprenorphine programs currently exist. Given this imbalance between evidence-based practice and current practice, proven behavior change approaches can be used to guide local efforts to expand ED buprenorphine capacity. In this paper, we use the theory of planned behavior to identify and address the 1) clinician factors, 2) institutional factors, and 3) external factors surrounding ED buprenorphine implementation. By doing so, we seek to provide actionable and pragmatic recommendations to increase ED buprenorphine availability across different practice settings.
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Affiliation(s)
- Timothy D. Kelly
- Indiana University Emergency Medicine Residency, Indianapolis, Indiana
| | - Kathryn F. Hawk
- Yale School of Medicine, Department of Emergency Medicine, New Haven, Connecticut
| | - Elizabeth A. Samuels
- Alpert Medical School of Brown University, Department of Emergency Medicine, Providence, Rhode Island
| | - Reuben J. Strayer
- Maimonides Medical Center, Department of Emergency Medicine, Brooklyn, New York
| | - Jason A. Hoppe
- University of Colorado School of Medicine, Department of Emergency Medicine, Aurora, Colorado
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Melnick ER, Nath B, Dziura JD, Casey MF, Jeffery MM, Paek H, Soares WE, Hoppe JA, Rajeevan H, Li F, Skains RM, Walter LA, Patel MD, Chari SV, Platts-Mills TF, Hess EP, D'Onofrio G. User centered clinical decision support to implement initiation of buprenorphine for opioid use disorder in the emergency department: EMBED pragmatic cluster randomized controlled trial. BMJ 2022; 377:e069271. [PMID: 35760423 PMCID: PMC9231533 DOI: 10.1136/bmj-2021-069271] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/18/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To determine the effect of a user centered clinical decision support tool versus usual care on rates of initiation of buprenorphine in the routine emergency care of individuals with opioid use disorder. DESIGN Pragmatic cluster randomized controlled trial (EMBED). SETTING 18 emergency department clusters across five healthcare systems in five states representing the north east, south east, and western regions of the US, ranging from community hospitals to tertiary care centers, using either the Epic or Cerner electronic health record platform. PARTICIPANTS 599 attending emergency physicians caring for 5047 adult patients presenting with opioid use disorder. INTERVENTION A user centered, physician facing clinical decision support system seamlessly integrated into user workflows in the electronic health record to support initiating buprenorphine in the emergency department by helping clinicians to diagnose opioid use disorder, assess the severity of withdrawal, motivate patients to accept treatment, and complete electronic health record tasks by automating clinical and after visit documentation, order entry, prescribing, and referral. MAIN OUTCOME MEASURES Rate of initiation of buprenorphine (administration or prescription of buprenorphine) in the emergency department among patients with opioid use disorder. Secondary implementation outcomes were measured with the RE-AIM (reach, effectiveness, adoption, implementation, and maintenance) framework. RESULTS 1 413 693 visits to the emergency department (775 873 in the intervention arm and 637 820 in the usual care arm) from November 2019 to May 2021 were assessed for eligibility, resulting in 5047 patients with opioid use disorder (2787 intervention arm, 2260 usual care arm) under the care of 599 attending physicians (340 intervention arm, 259 usual care arm) for analysis. Buprenorphine was initiated in 347 (12.5%) patients in the intervention arm and in 271 (12.0%) patients in the usual care arm (adjusted generalized estimating equations odds ratio 1.22, 95% confidence interval 0.61 to 2.43, P=0.58). Buprenorphine was initiated at least once by 151 (44.4%) physicians in the intervention arm and by 88 (34.0%) in the usual care arm (1.83, 1.16 to 2.89, P=0.01). CONCLUSIONS User centered clinical decision support did not increase patient level rates of initiating buprenorphine in the emergency department. Although streamlining and automating electronic health record workflows can potentially increase adoption of complex, unfamiliar evidence based practices, more interventions are needed to look at other barriers to the treatment of addiction and increase the rate of initiating buprenorphine in the emergency department in patients with opioid use disorder. TRIAL REGISTRATION ClinicalTrials.gov NCT03658642.
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Affiliation(s)
- Edward R Melnick
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, USA
- Yale School of Public Health, New Haven, CT, USA
| | - Bidisha Nath
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - James D Dziura
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, USA
- Yale School of Public Health, New Haven, CT, USA
| | - Martin F Casey
- Department of Emergency Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Molly M Jeffery
- Department of Emergency Medicine and Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
| | - Hyung Paek
- Yale School of Public Health, New Haven, CT, USA
| | - William E Soares
- Department of Emergency Medicine, University of Massachusetts Medical School, Springfield, MA, USA
| | - Jason A Hoppe
- Department of Emergency Medicine, University of Colorado, Aurora, CO, USA
| | | | - Fangyong Li
- Yale School of Public Health, New Haven, CT, USA
| | - Rachel M Skains
- Department of Emergency Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Lauren A Walter
- Department of Emergency Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Mehul D Patel
- Department of Emergency Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Srihari V Chari
- Department of Emergency Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | | | - Erik P Hess
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Gail D'Onofrio
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, USA
- Yale School of Public Health, New Haven, CT, USA
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Lowenstein M, McFadden R, Abdel-Rahman D, Perrone J, Meisel ZF, O'Donnell N, Wood C, Solomon G, Beidas R, Delgado MK. Redesign of Opioid Use Disorder Screening and Treatment in the ED. NEJM CATALYST INNOVATIONS IN CARE DELIVERY 2022; 3:10.1056/CAT.21.0297. [PMID: 37961066 PMCID: PMC10641724 DOI: 10.1056/cat.21.0297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Traditionally, patients with opioid use disorder (OUD) seen in EDs have been medically cleared, discharged, and left to navigate a complex treatment system after discharge. Replacing this system of care requires reimagining the ED visit to promote best practices, including starting treatment with lifesaving medications for OUD in the ED. In this article, the authors present stakeholder-informed design of strategies for implementation of evidence-based ED OUD care at Penn Medicine. They used a participatory design approach to incorporate insights from diverse clinician groups in an iterative fashion to develop new processes of care that identified patients early to initiate OUD care pathways. Their design process led to the development of a nurse-driven protocol with OUD screening in ED triage coupled with automated prompts to both nurses and physicians or advanced practice providers to perform assessment and treatment of OUD and to deliver evidence-based treatment interventions.
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Affiliation(s)
- Margaret Lowenstein
- Assistant Professor of Medicine, Division of General Internal Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Senior Fellow, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rachel McFadden
- Emergency Nurse, Hospital of the University of Pennsylvania and Center F Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dina Abdel-Rahman
- Project Manager, Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jeanmarie Perrone
- Professor of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Senior Fellow, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Director, Division of Medical Toxicology and Addiction Medicine Initiatives, Department of Emergency Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Founding Director, Penn Center for Addiction Medicine and Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Zachary F Meisel
- Senior Fellow, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Associate Professor of Emergency Medicine, Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nicole O'Donnell
- Certified Recovery Specialist, Penn Center for Addiction Medicine and Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Christian Wood
- Medical Student, Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Gabrielle Solomon
- Student, Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rinad Beidas
- Senior Fellow, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Associate Professor of Psychiatry, Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Director, Penn Medicine Nudge Unit and the Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Director, Penn Implementation Science Center, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - M Kit Delgado
- Senior Fellow, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Assistant Professor, Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Associate Director, Penn Medicine Nudge Unit and the Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Director, University of Pennsylvania Behavioral Science and Analytics for Injury Reduction, Philadelphia, Pennsylvania, USA
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Solberg LI, Hooker SA, Rossom RC, Bergdall A, Crabtree BF. Clinician Perceptions About a Decision Support System to Identify and Manage Opioid Use Disorder. J Am Board Fam Med 2021; 34:1096-1102. [PMID: 34772765 PMCID: PMC8759280 DOI: 10.3122/jabfm.2021.06.210126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/02/2021] [Accepted: 06/04/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Addressing the opioid epidemic would benefit from primary care clinicians identifying and managing opioid use disorder (OUD) during routine clinical encounters, but current rates are low. Clinical decision support (CDS) systems are a promising way to facilitate such interactions, but will clinicians use them? METHODS We iteratively conducted semi-structured interviews with 8 purposively sampled primary care clinicians participating in a pilot OUD-CDS study to identify attitudes toward discussing OUD and preferences for support in doing so. Five of them had used a pilot version of the CDS for 6 months, while the others were in comparison clinics. Interviews were recorded, transcribed, and analyzed by a multi-disciplinary group of experienced researchers, using an editing organizing style where the analysts independently highlighted relevant text and then discussed to reach a consensus on themes. RESULTS We identified five themes: 1. Primary care is the right place to address OUD. 2. Both clinician-patient and clinician-clinician relationships affect how and whether clinicians address OUD in a particular patient encounter. 3. The main challenges are limited time and competing priorities for these complex patients. 4. Although a CDS for OUD could be very helpful, it must meet different needs for different clinicians and clinical situations and be simple to use. 5. For optimal benefit, the CDS needs to be complemented by supportive organizational policies and systems as well as local clinician encouragement. CONCLUSIONS With the right design and a supportive organization, these primary care clinicians believe a CDS could help them regularly identify and address OUD among their patients as long as it incorporates their concerns about relationships, competing priorities, patient complexity, and user simplicity.
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Affiliation(s)
- Leif I Solberg
- From the HealthPartners Institute, Minneapolis, MN (LIS, SAH, RCR, AB); Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (BFC).
| | - Stephanie A Hooker
- From the HealthPartners Institute, Minneapolis, MN (LIS, SAH, RCR, AB); Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (BFC)
| | - Rebecca C Rossom
- From the HealthPartners Institute, Minneapolis, MN (LIS, SAH, RCR, AB); Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (BFC)
| | - Anna Bergdall
- From the HealthPartners Institute, Minneapolis, MN (LIS, SAH, RCR, AB); Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (BFC)
| | - Benjamin F Crabtree
- From the HealthPartners Institute, Minneapolis, MN (LIS, SAH, RCR, AB); Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (BFC)
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