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Russolillo A, Davies M, Carter M, Goodyear T, Jenkins E. Comfort in Providing Care and Associations With Attitudes Towards Substance Use: A Survey of Mental Health Clinicians at an Urban Hospital in Vancouver, Canada. J Psychiatr Ment Health Nurs 2025; 32:774-782. [PMID: 39950739 PMCID: PMC12056478 DOI: 10.1111/jpm.13152] [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: 10/04/2024] [Revised: 11/28/2024] [Accepted: 01/17/2025] [Indexed: 03/27/2025]
Abstract
INTRODUCTION Stigma is a major driver of harms associated with substance use and can interfere with the provision of high-quality, effective healthcare for people who use drugs. Our study aimed to explore the relationship between mental health clinicians' comfort in providing substance use care and their attitudes towards substance use. METHODS In this cross-sectional study, the Brief Substance Abuse Attitudes Survey was administered among a convenience sample of mental health clinicians [N = 71] working in an acute care setting in Vancouver, Canada. One-way ANOVA and the Kruskal-Wallis test were used to examine the association between three levels of comfort and five predefined attitude subgroups. STROBE checklist for cross-sectional studies was used. RESULTS Level of comfort was significantly associated with attitudes towards substance use across three subscales: permissiveness, nonstereotyping and treatment optimism. In pairwise comparisons, the neutral group held significantly less permissive attitudes when compared to the comfortable group. However, the neutral group held more stereotypical views and less optimism about treatment outcomes, when compared to the comfortable and uncomfortable groups, respectively. DISCUSSION AND CONCLUSIONS Our findings highlight that mental health clinicians who are undecided or neutral about their comfort in providing substance use care are more likely to have negative views towards people with substance use disorders. Future work should explore, implement and evaluate education and training to reduce substance use disorder-related stigma among mental health clinicians and other health professionals.
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Affiliation(s)
- Angela Russolillo
- School of NursingUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Providence Health CareMental Health ProgramVancouverBritish ColumbiaCanada
| | - Megan Davies
- Department of PsychiatryMcGill UniversityMontrealQuebecCanada
| | - Michelle Carter
- School of NursingUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Providence Health CareMental Health ProgramVancouverBritish ColumbiaCanada
| | - Trevor Goodyear
- School of NursingUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Emily Jenkins
- School of NursingUniversity of British ColumbiaVancouverBritish ColumbiaCanada
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Tan WJ, Larance B, Schweickle MJ, Lim ASX, Lowe K, Kelly PJ. Sociocultural context of SMART recovery in Singapore: A qualitative exploration of members and facilitators perspectives and experiences. Drug Alcohol Rev 2025; 44:961-974. [PMID: 40135425 PMCID: PMC12117300 DOI: 10.1111/dar.14048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 03/09/2025] [Accepted: 03/13/2025] [Indexed: 03/27/2025]
Abstract
INTRODUCTION Various services and mutual-aid groups, such as SMART Recovery, provide support for substance use rehabilitation in Singapore. Despite this, substance use remains a growing public health concern with a large treatment gap. This suggests potential barriers to accessing substance use treatment unique to Singapore's sociocultural context. Culture can play a significant role in shaping members' experiences. Hence, this study sought to explore members' and facilitators' experiences and perspectives of SMART Recovery within Singapore's sociocultural context. METHODS A critical realist position guided the present study. Semi-structured, in-depth interviews were conducted with 18 participants (14 members and 4 facilitators) in 2023. Data were analysed using reflexive thematic analysis. RESULTS Five themes were generated from the data: (i) Non-disclosure from fear of negative social evaluation; (ii) Stigma and shame surrounding the use of substances; (iii) Linguistic challenges as a barrier to participation; (iv) A 'second family' fostered through continued engagement with SMART Recovery; and (v) Facilitation approach and quality affected by sociocultural factors (e.g., sensitivity to relational cues). Although there were initial sociocultural challenges, this improved through continued engagement, and the experience of SMART Recovery was largely positive. Facilitators also identified that their facilitation style is influenced by sociocultural factors, which in turn affects members' experience of SMART Recovery. DISCUSSION AND CONCLUSIONS Members and facilitators in Singapore face sociocultural challenges that influence their experience of SMART Recovery. This study highlights the need to optimise services to the needs of this population. Future research can identify processes of change that foster members' engagement in SMART Recovery.
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Affiliation(s)
- Wan Jie Tan
- School of PsychologyUniversity of WollongongWollongongAustralia
| | - Briony Larance
- School of PsychologyUniversity of WollongongWollongongAustralia
| | | | - Angie S. X. Lim
- School of PsychologyUniversity of WollongongWollongongAustralia
| | - Kate Lowe
- Department of SociologyThe University of Hong KongPok Fu LamHong Kong
| | - Peter J. Kelly
- School of PsychologyUniversity of WollongongWollongongAustralia
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Jayasinghe T, Drainoni ML, Walley A, Grella C, Majeski A, Rolles A, Cogan A, Venkatesan G, Stein MD, Larochelle M, Samet JH, Kimmel SD. "Every Time I Go in There, It Gives Me Time to Reflect": A Qualitative Study of Patient Perspectives on Substance Use, Medications for Opioid Use Disorder, and Harm Reduction Following Hospitalization for Serious Injection-Related Infection. Open Forum Infect Dis 2025; 12:ofaf201. [PMID: 40352630 PMCID: PMC12063207 DOI: 10.1093/ofid/ofaf201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Accepted: 03/31/2025] [Indexed: 05/14/2025] Open
Abstract
Background Serious injection-related infections (SIRIs) have high morbidity and mortality, in part from incomplete antibiotic treatment, ongoing substance use and reinfection. Understanding how hospitalizations for SIRIs affect patient perspectives on substance use, harm reduction, and medications for opioid use disorder (MOUD) in the era of hospital-based addiction services will inform efforts to improve care. Methods We conducted qualitative interviews at Boston Medical Center with individuals hospitalized with SIRIs between 2020 and 2024. To ensure diverse experiences, we recruited qualifying participants based on record of SIRI International Classification of Diseases, 10th Revision, codes, presence on the outpatient parenteral antibiotic program list, during hospitalizations, and from a drop-in harm reduction program. Interviews were transcribed, coded inductively, and analyzed for key themes. Results Participants with SIRIs (n = 30) had the following characteristics: Most had endocarditis (n = 10) or osteomyelitis (n = 9) and had completed the recommended antibiotics (n = 24); the mean age was 39; most were male (n = 19), White (n = 21), and housed (n = 18). Three key themes emerged after SIRI hospitalization: (1) reduced substance use and adoption of harm reduction practices were common; (2) perspectives on MOUD varied, but negative experiences and medication stigma persisted; and (3) SIRI hospitalizations were viewed as an opportunity for reflection on substance use and health. Conclusions SIRI hospitalizations and the postdischarge period are opportunities to engage patients in addiction and infectious disease care. Participants expressed ambivalence about MOUD despite access to robust hospital-based addiction medicine services. Longitudinal support that explicitly includes harm reduction and MOUD, both linkage and retention, is needed to improve care for people with SIRIs.
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Affiliation(s)
- Thisara Jayasinghe
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Mari-Lynn Drainoni
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
- Department of Health, Law and Policy, Boston University School of Public Health, Boston, Massachusetts, USA
- Evans Center for Implementation and Improvement Sciences, Boston University, Boston, Massachusetts, USA
| | - Alexander Walley
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Christine Grella
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California-Los Angeles, California, USA, and the Lighthouse Institute, Chestnut Health Systems, Chicago, Illinois, USA
| | - Adam Majeski
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Andrew Rolles
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Ally Cogan
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Guhan Venkatesan
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Michael D Stein
- Department of Health, Law and Policy, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Marc Larochelle
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Jeffrey H Samet
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Simeon D Kimmel
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
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Afshar M, Resnik F, Joyce C, Oguss M, Dligach D, Burnside ES, Sullivan AG, Churpek MM, Patterson BW, Salisbury-Afshar E, Liao FJ, Goswami C, Brown R, Mundt MP. Clinical implementation of AI-based screening for risk for opioid use disorder in hospitalized adults. Nat Med 2025:10.1038/s41591-025-03603-z. [PMID: 40181180 DOI: 10.1038/s41591-025-03603-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 02/21/2025] [Indexed: 04/05/2025]
Abstract
Adults with opioid use disorder (OUD) are at increased risk for opioid-related complications and repeated hospital admissions. Routine screening for patients at risk for an OUD to prevent complications is not standard practice in many hospitals, leading to missed opportunities for intervention. The adoption of electronic health records (EHRs) and advancements in artificial intelligence (AI) offer a scalable approach to systematically identify at-risk patients for evidence-based care. This pre-post quasi-experimental study evaluated whether an AI-driven OUD screener embedded in the EHR was non-inferior to usual care in identifying patients for addiction medicine consultations, aiming to provide a similarly effective but more scalable alternative to human-led ad hoc consultations. The AI screener used a convolutional neural network to analyze EHR notes in real time, identifying patients at risk and recommending consultations. The primary outcome was the proportion of patients who completed a consultation with an addiction medicine specialist, which included interventions such as outpatient treatment referral, management of complicated withdrawal, medication management for OUD and harm reduction services. The study period consisted of a 16-month pre-intervention phase followed by an 8-month post-intervention phase, during which the AI screener was implemented to support hospital providers in identifying patients for consultation. Consultations did not change between periods (1.35% versus 1.51%, P < 0.001 for non-inferiority). In secondary outcome analysis, the AI screener was associated with a reduction in 30-day readmissions (odds ratio: 0.53, 95% confidence interval: 0.30-0.91, P = 0.02) with an incremental cost of US$6,801 per readmission avoided, demonstrating its potential as a scalable, cost-effective solution for OUD care. ClinicalTrials.gov registration: NCT05745480 .
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Affiliation(s)
- Majid Afshar
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA.
| | - Felice Resnik
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, Madison, WI, USA
| | - Cara Joyce
- Department of Public Health Sciences, Loyola University Chicago, Chicago, IL, USA
| | - Madeline Oguss
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Dmitriy Dligach
- Department of Computer Science, Loyola University Chicago, Chicago, IL, USA
| | - Elizabeth S Burnside
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, Madison, WI, USA
| | - Anne Gravel Sullivan
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, Madison, WI, USA
| | - Matthew M Churpek
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Brian W Patterson
- Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Frank J Liao
- Information Systems and Informatics, University of Wisconsin Health System, Madison, WI, USA
| | - Cherodeep Goswami
- Information Systems and Informatics, University of Wisconsin Health System, Madison, WI, USA
| | - Randy Brown
- Department of Family Medicine and Community Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Marlon P Mundt
- Department of Family Medicine and Community Health, University of Wisconsin-Madison, Madison, WI, USA
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Rostam-Abadi Y, McNeely J, Tarpey T, Fernando J, Appleton N, Fawole A, Mazumdar M, Kalyanaraman Marcello R, Cooke C, Dolle J, Siddiqui S, Schatz D, King C. Medication for Opioid Use Disorder for Hospitalized Patients at Six New York City Public Hospitals with an Addiction Consult Service. J Addict Med 2025:01271255-990000000-00447. [PMID: 39908531 DOI: 10.1097/adm.0000000000001450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2025]
Abstract
OBJECTIVES We explored medications for opioid use disorder treatment (MOUD) utilization in six New York City public hospitals that implemented the "Consultation for Addiction Care and Treatment in Hospitals (CATCH)" program. METHODS CATCH rolled out between October 2018 and February 2020. Data from the electronic health record were analyzed for the first year post-implementation. Eligible cases included adults with an opioid-related diagnosis admitted to inpatient departments served by CATCH, with a stay of ≥1 night. Patients were classified as receiving an MOUD order if there was at least 1 order of buprenorphine, methadone, or naltrexone. Logistic regression modeled the impact of CATCH consults on MOUD orders, controlling for demographic and clinical characteristics with hospital as a random effect. RESULT Among 2117 eligible patients, 71.4% were male, with a mean age of 51.2 years, and 27.2% identified as Black, 21.2% as White, and 34.5% as Hispanic. MOUD was ordered in 60.9% of admissions, and 41.5% had a completed CATCH consult. Patients identified as Black had lower odds of receiving a MOUD order than those identified as White (OR: 0.52, 95% CI: 0.38-0.71; P < 0.001). Patients with a CATCH consult had higher odds of receiving a MOUD order (OR: 3.22, 95% CI: 2.54-4.07; P < 0.001). CONCLUSION Majority of patients in our sample received a MOUD order, with higher odds among those with a CATCH consult. Further research is needed on the drivers of racial disparities in MOUD, and other contextual, organizational, and population-specific barriers and facilitators contributing to receipt of hospital-based addiction consult services and MOUD.
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Affiliation(s)
- Yasna Rostam-Abadi
- From the Department of Population Health, NYU Grossman School of Medicine, New York, NY (YR-A, JM, JF, NA, AF, MM, CK); Department of Psychiatry, Yale School of Medicine, New Haven, CT (YR-A); Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine, New York, NY (TT); Office of Population Health, New York City Health + Hospitals, New York, NY (RKM, CC, JD); and Office of Behavioral Health, New York City Health + Hospitals, New York, NY (SS, DS)
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Kitt‐Lewis E, Adam MT. Nurses' Experiences and Perspectives Caring for People With Substance Use Disorder and Their Families: A Qualitative Descriptive Study. Int J Ment Health Nurs 2025; 34:e13435. [PMID: 39344349 PMCID: PMC11751758 DOI: 10.1111/inm.13435] [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: 01/03/2024] [Revised: 08/23/2024] [Accepted: 09/06/2024] [Indexed: 10/01/2024]
Abstract
Substance use disorder is a public health crisis that is a financial strain to many healthcare systems and communities, but more importantly, it costs lives. Nurses interact with people experiencing substance use disorders and their families in many settings. Nurses can provide insights into the experiences of working with this population. This descriptive qualitative study aimed to examine nurses' experiences and perspectives on caring for people with substance use disorder and their families. After receiving institutional review approval, purposive sampling was used to recruit registered nurses (n = 16) who worked in a variety of settings, and interviews were conducted. Constant comparison analysis was conducted concurrently with data collection until saturation was reached. Code development and refinement was an iterative process. Three themes were generated from the data. Personal Experiences Affect Professional Practice represented participants varied personal experiences and included two subthemes: Reflecting on Personal Experiences and Seeing the Person Beyond the Substance Use Disorder. A second theme is Professional Experiences Affect Professional Practice, which included two subthemes: Professional Experiences are Stressful and Rewarding and Substance Use Disorder Education Increases Confidence. Finally, Stigma Affects Substance Use Disorder Care is the third theme. Future implications range from the individual engaging in self-reflection, to nursing leadership establishing a framework to incorporate reflection and creating a culture that supports and reinforces these activities. The findings of this study support the need for stigma awareness/reduction education starting in undergraduate nursing programmes, throughout practice, with extension to inter-professional groups and the community.
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Affiliation(s)
- Erin Kitt‐Lewis
- Penn State Ross and Carol Nese College of NursingUniversity ParkPennsylvaniaUSA
| | - Marianne T. Adam
- Penn State Ross and Carol Nese College of Nursing – SchuylkillSchuylkill HavenPennsylvaniaUSA
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Williams BE, Patten A, Peng L, Englander H. "Just Be Relentless," Lessons Learned from In-Hospital Addiction Consult Service Implementation. J Gen Intern Med 2025:10.1007/s11606-024-09263-y. [PMID: 39789272 DOI: 10.1007/s11606-024-09263-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: 09/12/2024] [Accepted: 11/26/2024] [Indexed: 01/12/2025]
Abstract
BACKGROUND Hospitalization is a "reachable" moment to engage people in addiction care. Addiction consult services (ACSs) have been shown to improve outcomes for hospitalized patients with substance use disorders (SUDs). Despite this, most hospital systems do not provide hospital-based addiction care or have an ACS. OBJECTIVE Characterize implementation barriers, lessons learned, and opportunities for future support of ACS implementation. DESIGN AND PARTICIPANTS Semi-structured qualitative interviews with 17 "champions" leading ACS implementation at 11 institutions across the U.S. APPROACH Interviews explored evolution of ACSs, including staffing, service delivery, strategic planning, and barriers and facilitators to implementation. Reflexive thematic analysis was applied to identify emergent themes. KEY RESULTS Five dominant themes characterize ACS implementation: (1) how champions obtain buy-in from hospital leadership. Participants described the impression that ACSs are not revenue-generators as a barrier to implementation and found ways to capture monetary and non-monetary outcomes to demonstrate value; (2) specific attributes are common to ACS champions including persistence, good communication, and leadership skills. ACS champions described needing to communicate strategically with multiple stakeholders across their institution and often pitched their case multiple times before obtaining funding; (3) reliance on external resources. This included informal coaching from other ACS leaders and formal tools such as telementoring networks and published literature to learn to engage leadership and present a business case; (4) ACSs are important drivers of cultural change within institutions in the face of significant stigma and; (5) planning for sustainability. This included demonstrating improved quality of care and patient and provider satisfaction to obtain ongoing support for ACS. CONCLUSIONS Barriers to ACS implementation are common and significant and the process of obtaining leadership support for implementation is often long and iterative. Broad adoption of ACSs will require support from hospital systems and policymakers including incentives, funding, and infrastructure to support clinical champions.
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Affiliation(s)
- Beth E Williams
- Section of Addiction Medicine in Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA.
| | - Alisa Patten
- Section of Addiction Medicine in Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Linda Peng
- Section of Addiction Medicine in Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Honora Englander
- Section of Addiction Medicine in Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
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Bunting AM, Fawole A, Fernando J, Appleton N, King C, Textor L, Schatz D, McNeely J. Staff perspectives of barriers and facilitators to implementation of the Consult for Addiction Treatment and Care in Hospitals (CATCH) program in New York City safety net hospitals. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2025; 168:209560. [PMID: 39505111 PMCID: PMC11624107 DOI: 10.1016/j.josat.2024.209560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 10/14/2024] [Accepted: 10/29/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND In response to the heavy burden of untreated substance use disorders (SUD) in hospital patients, many health systems are implementing addiction consult services staffed by interprofessional teams that diagnose SUD, make recommendations for SUD care in the hospital, and link patients to post-discharge treatment. In 2018, the New York City public hospital system began rolling out the Consult for Addiction Treatment and Care in Hospitals (CATCH) program in six hospitals. CATCH teams are comprised of an addiction-trained medical provider, social worker or addiction counselor, and peer counselor. METHODS The study conducted qualitative interviews with CATCH staff at all six participating hospitals as part of a pragmatic trial studying the effectiveness and implementation of CATCH. The Consolidated Framework for Implementation Research (CFIR) framework guided interviews conducted from 2018 to 2021 with 26 staff at the start of implementation and with 33 staff 9-12 months post-implementation. The study team created a codebook a priori and further refined it through additional coding of initial interviews. Codes were systematically analyzed using the CFIR. RESULTS Barriers and facilitators spanned four CFIR domains: inner setting, outer setting, process, and individual characteristics. Barriers identified were primarily related to the outer and inner settings, including patient characteristics and limited resources (e.g. medical comorbidities, homelessness), insurance, CATCH team role confusion, and infrastructure deficits (e.g., availability of physical space). Additional barriers related to process (workload burden), and characteristics of individuals (stigma and lack of comfort treating SUD among medical teams). Facilitators were mostly related to the characteristics of individuals on the CATCH team (advantages and expertise of the CATCH peer counselor, CATCH team communication and cohesiveness) and inner setting (CATCH team relationships with hospital staff, hospital leadership buy-in and support, and infrastructure). Community networks (outer setting) and CATCH training resources (process) were also facilitators of program implementation. CONCLUSION Addiction consult services have great potential for improving care for hospital patients with SUD, but as new programs in busy hospital settings they face barriers to implementation that could impact their effectiveness. Barriers may be particularly impactful for programs operating in safety-net hospitals, given limited resources within the health system and the multiple and complex needs of their patients. Understanding the strengths of these programs as well as the barriers to their implementation is critical to utilizing addiction consult services effectively.
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Affiliation(s)
- Amanda M Bunting
- New York University School of Medicine, United States of America.
| | - Adetayo Fawole
- New York University Grossman School of Medicine, United States of America
| | - Jasmine Fernando
- New York University Grossman School of Medicine, United States of America
| | - Noa Appleton
- New York University Grossman School of Medicine, United States of America
| | - Carla King
- New York University Grossman School of Medicine, United States of America; Office of Behavioral Health, New York City Health + Hospitals, New York, NY, United States of America
| | - Lauren Textor
- Department of Psychiatry, University of California, Los Angeles, United States of America
| | - Daniel Schatz
- Office of Behavioral Health, New York City Health + Hospitals, New York, NY, United States of America
| | - Jennifer McNeely
- New York University Grossman School of Medicine, United States of America
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Stevens ER, Fawole A, Rostam Abadi Y, Fernando J, Appleton N, King C, Mazumdar M, Shelley D, Barron C, Bergmann L, Siddiqui S, Schatz D, McNeely J. Attributes of higher- and lower-performing hospitals in the Consult for Addiction Treatment and Care in Hospitals (CATCH) program implementation: A multiple-case study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2025; 168:209528. [PMID: 39343141 PMCID: PMC11624095 DOI: 10.1016/j.josat.2024.209528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 09/08/2024] [Accepted: 09/14/2024] [Indexed: 10/01/2024]
Abstract
INTRODUCTION Six hospitals within the New York City public hospital system implemented the Consult for Addiction Treatment and Care in Hospitals (CATCH) program, an interprofessional addiction consult service. A stepped-wedge cluster randomized controlled trial tested the effectiveness of CATCH for increasing initiation and engagement in post-discharge medication for opioid use disorder (MOUD) treatment among hospital patients with opioid use disorder (OUD). The objective of this study was to identify facility characteristics that were associated with stronger performance of CATCH. METHODS This study used a mixed methods multiple-case study design. The six hospitals in the CATCH evaluation were each assigned a case rating according to intervention reach. Reach was considered high if ≥50 % of hospitalized OUD patients received an MOUD order. Cross-case rating comparison identified attributes of high-performing hospitals and inductive and deductive approaches were used to identify themes. RESULTS Higher-performing hospitals exhibited attributes that were generally absent in lower-performing hospitals, including (1) complete medical provider staffing; (2) designated office space and resources for CATCH; (3) existing integrated OUD treatment resources; and (4) limited overlap between the implementation period and COVID-19 pandemic. CONCLUSIONS Hospitals with attributes indicative of awareness and integration of OUD services into general care were generally higher performing than hospitals that had siloed OUD treatment programs. Future implementations of addiction consult services may benefit from an increased focus on hospital- and community-level buy-in and efforts to integrate MOUD treatment into general care.
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Affiliation(s)
- Elizabeth R Stevens
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
| | - Adetayo Fawole
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
| | - Yasna Rostam Abadi
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
| | - Jasmine Fernando
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
| | - Noa Appleton
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
| | - Carla King
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA; Office of Behavioral Health, New York City Health + Hospitals, 50 Water Street, New York, NY 10004, USA.
| | - Medha Mazumdar
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA
| | - Donna Shelley
- NYU School of Global Public Health, 708 Broadway, New York, NY 10003, USA.
| | - Charles Barron
- Office of Behavioral Health, New York City Health + Hospitals, 50 Water Street, New York, NY 10004, USA
| | - Luke Bergmann
- Office of Behavioral Health, New York City Health + Hospitals, 50 Water Street, New York, NY 10004, USA.
| | - Samira Siddiqui
- Office of Behavioral Health, New York City Health + Hospitals, 50 Water Street, New York, NY 10004, USA.
| | - Daniel Schatz
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA; Office of Behavioral Health, New York City Health + Hospitals, 50 Water Street, New York, NY 10004, USA.
| | - Jennifer McNeely
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016, USA.
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Hirshman R, Hamilton S, Walker M, Ellis AR, Ivey N, Clifton D. Stigmatizing and affirming provider language in medical records on hospitalized patients with opioid use disorder. J Hosp Med 2025; 20:26-32. [PMID: 39080856 DOI: 10.1002/jhm.13472] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/15/2024] [Accepted: 07/16/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Stigma within the healthcare environment limits access to treatment for opioid use disorder (OUD), even as OUD results in significant morbidity and mortality. Language in clinical documentation affects patient experience and future care through the transmission of stigma or positive regard. With the passage of the 21st Century Cures Act, patients have full access to their medical records online. OBJECTIVES The objective of our study was to understand providers' use of stigmatizing and affirming language in the electronic health record (EHR) for OUD patients with long hospital stays. METHODS We selected patients with a first-time referral to the Duke University Hospital OUD consult service who met diagnostic criteria for OUD with a hospital stay ≥28 days from July 2019 to February 2022. Two reviewers independently evaluated each admission and discharge note for stigmatizing or affirming language and the group met weekly to validate coding reliability. RESULTS Forty-eight patients (96 notes) met our inclusion criteria. We identified 434 occurrences of stigmatizing and 47 occurrences of affirming language. One-third (34%) of stigmatizing language appeared in system-generated fields (drop-down categories and diagnosis codes) and the rest was authored by providers. CONCLUSIONS Stigmatizing language was present in both provider- and system-generated language and was nine times more frequent than affirming language in the medical records of hospitalized patients with OUD. While provider education may reduce stigmatizing language, institutional level changes to the EHR and International Classification of Disease codes are necessary to decrease stigmatizing language within medical records.
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Affiliation(s)
- Rachel Hirshman
- School of Social Work, North Carolina State University, Raleigh, North Carolina, USA
| | - Shavone Hamilton
- Clinical Social Work, Duke University Hospital, Durham, North Carolina, USA
| | - Melissa Walker
- Clinical Social Work, Duke University Hospital, Durham, North Carolina, USA
| | - Alan R Ellis
- School of Social Work, North Carolina State University, Raleigh, North Carolina, USA
| | - Noel Ivey
- Department of Medicine, Division of General Internal Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Dana Clifton
- Department of Medicine, Division of General Internal Medicine, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina, USA
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Shearer RD, Bart G, Beebe TJ, Virnig BA, Shippee ND, Winkelman TNA. Cross sectional analysis of an addiction consultation service, substance co-use patterns, and receipt of medications for opioid use disorder during hospitalization. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 167:209505. [PMID: 39241929 PMCID: PMC11527587 DOI: 10.1016/j.josat.2024.209505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 06/19/2024] [Accepted: 08/27/2024] [Indexed: 09/09/2024]
Abstract
INTRODUCTION Despite effective medications for opioid use disorder (MOUD), treatment engagement remains low. As the overdose crisis is increasingly characterized by opioids co-used with other substances, it is important to understand whether existing models effectively support treatment for patients who use multiple substances. Hospital-based addiction consultation services (ACS) have shown promise at increasing MOUD initiation and treatment engagement, but the effectiveness for patients with specific co-use patterns remains unknown. METHODS Using 2016-2023 admissions data from a large safety net hospital, we estimated a random-effects logistic regression model to determine whether specific co-use (methamphetamine, cocaine, alcohol, sedative, and other) moderated the effect of being seen by ACS on the receipt of MOUD. Adjusting for patient sociodemographic, health, and admission characteristics we estimated the proportion of patients who received MOUD across specific co-use groups. RESULTS Of 7679 total admissions indicating opioid use, of which 5266 (68.6 %) indicated co-use of one or more substances and 2387 (31.1 %) were seen by the ACS. Among admissions not seen by the ACS, a smaller proportion of admissions with any co-use received MOUD (23.5 %; 95 % CI: 21.9-25.1) compared to admissions with opioid use alone (34.0 %; 95 % CI: 31.9-36.1). However, among admissions seen by the ACS a similar proportion of admissions with any co-use received MOUD (57.8 %; 95 % CI: 55.5-60.1) as admissions with opioid use alone (56.2 %; 95 % CI: 52.2-60.2). The increase in proportion of admissions receiving MOUD associated with being seen by the ACS was larger for admissions with methamphetamine (38.6 percentage points; 95 % CI: 34.6-42.6) or cannabis co-use (39.0 percentage points; 95 % CI: 32.9-45.1) compared to admissions without methamphetamine (25.7 percentage points; 95 % CI: 22.2-29.2) or cannabis co-use (29.1 percentage points; 95 % CI: 26.1-32.1). CONCLUSIONS The ACS is an effective hospital-based treatment model for increasing the proportion of admissions which receive MOUD. This study shows that ACSs are also able to support increased receipt of MOUD for patients who use other substances in addition to opioids. Future research is needed to further understand what transition strategies best support treatment linkage for patients who use multiple substances.
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Affiliation(s)
- Riley D Shearer
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA; Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA.
| | - Gavin Bart
- Division of Addiction Medicine, Department of Medicine, Hennepin Healthcare, 900 S 8(th) St, Minneapolis, MN 55415, USA
| | - Timothy J Beebe
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA
| | - Beth A Virnig
- College of Public Health and Health Professions, University of Florida, 1225 Center Drive, Gainsville, FL 32611, USA
| | - Nathan D Shippee
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA
| | - Tyler N A Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA; Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, 716 S 7(th) St, Minneapolis, MN 55415, USA
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12
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Shearer R, Hagedorn H, Englander H, Siegler T, Kibben R, Fawole A, Patten A, Fitzpatrick A, Laes J, Fernando J, Appleton N, Oot E, Titus H, Krawczyk N, Weinstein Z, McNeely J, Baukol P, Ghitza U, Gustafson D, Bart G, Bazzi A. Barriers and facilitators to implementing treatment for opioid use disorder in community hospitals. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 167:209520. [PMID: 39265915 PMCID: PMC11749276 DOI: 10.1016/j.josat.2024.209520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 08/19/2024] [Accepted: 09/08/2024] [Indexed: 09/14/2024]
Abstract
INTRODUCTION Methadone and buprenorphine are effective treatment for opioid use disorder (OUD), yet they are vastly under-utilized across US hospitals. To inform a national trial assessing the effectiveness of implementation strategies to increase adoption of an inpatient hospital-based opioid treatment (HBOT) model (NCT04921787), we explored barriers and facilitators to expanding medication for opioid use disorder (MOUD) within community hospitals across the United States. METHODS From November 2021 to March 2022, we used purposeful and snowball sampling to identify and interview participants involved in inpatient care of patients with OUD from twelve community hospitals. We conducted semi-structured interviews on providers' experiences and perspectives on current treatment approaches as well as potential influences on MOUD expansion in their hospitals. We used thematic analysis to identify key barriers and facilitators that could impact implementation of an HBOT model, and organized these findings based on the Consolidated Framework for Implementation Research (CFIR). RESULTS From qualitative interviews with 57 participants (30 physicians, 7 pharmacists, 6 nurses, and 14 professionals involved in the care of patients with OUD), we identified key barriers and facilitators mapped to CFIR's internal and outer settings. The most salient inner setting domains included tension for change and relative priority, compatibility, available resources, organizational culture, access to knowledge and information, relational connections and communications, and information technology infrastructure. Outer setting domains included policies and laws, financing, and partnerships and connections. CONCLUSIONS Identifying potential barriers and facilitators can inform hospital-specific strategies to support implementation of HBOT. Implementation strategies that address barriers such as staff availability, knowledge, and attitudes may support increased HBOT adoption. On a broader scale, national policy changes such as increased financing and public reporting of quality metrics would address other barriers we identified and may also encourage hospitals to adopt HBOT models.
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Affiliation(s)
- Riley Shearer
- University of Minnesota School of Public Health, Minneapolis, MN 55407, USA
| | - Hildi Hagedorn
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN 55417, USA
| | | | | | - Roxanne Kibben
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Adetayo Fawole
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Alisa Patten
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Amy Fitzpatrick
- Boston Medical Center and the Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - JoAn Laes
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Jasmine Fernando
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Noa Appleton
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Emily Oot
- Boston University, Boston, MA 02215, USA
| | - Hope Titus
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Noa Krawczyk
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Zoe Weinstein
- Boston Medical Center and the Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Jennifer McNeely
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Paulette Baukol
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Udi Ghitza
- National Institute on Drug Abuse, North Bethesda, MD 20852, USA
| | | | - Gavin Bart
- Hennepin Healthcare, Minneapolis, MN 55415, USA
| | - Angela Bazzi
- University of California San Diego, La Jolla, CA 92093, USA.
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13
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Peteet JR. "I'm Not Crazy": Responding to Perceived Mental Health Stigma. J Acad Consult Liaison Psychiatry 2024; 65:590-591. [PMID: 39159746 DOI: 10.1016/j.jaclp.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 07/26/2024] [Accepted: 08/11/2024] [Indexed: 08/21/2024]
Affiliation(s)
- John R Peteet
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA.
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Afshar M, Resnik F, Joyce C, Oguss M, Dligach D, Burnside E, Sullivan A, Churpek M, Patterson B, Salisbury-Afshar E, Liao F, Brown R, Mundt M. Outcomes and Cost-Effectiveness of an EHR-Embedded AI Screener for Identifying Hospitalized Adults at Risk for Opioid Use Disorder. RESEARCH SQUARE 2024:rs.3.rs-5200964. [PMID: 39483915 PMCID: PMC11527233 DOI: 10.21203/rs.3.rs-5200964/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Hospitalized adults with opioid use disorder (OUD) are at high risk for adverse events and rehospitalizations. This pre-post quasi-experimental study evaluated whether an AI-driven OUD screener embedded in the electronic health record (EHR) was non-inferior to usual care in identifying patients for Addiction Medicine consults, aiming to provide a similarly effective but more scalable alternative to human-led ad hoc consultations. The AI screener analyzed EHR notes in real-time with a convolutional neural network to identify patients at risk and recommend consultation. The primary outcome was the proportion of patients receiving consults, comparing a 16-month pre-intervention period to an 8-month post-intervention period with the AI screener. Consults did not change between periods (1.35% vs 1.51%, p < 0.001 for non-inferiority). The AI screener was associated with a reduction in 30-day readmissions (OR: 0.53, 95% CI: 0.30-0.91, p = 0.02) with an incremental cost of $6,801 per readmission avoided, demonstrating its potential as a scalable, cost-effective solution for OUD care. ClinicalTrialsgov ID NCT05745480.
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Affiliation(s)
| | | | - Cara Joyce
- Loyola University Chicago Stritch School of Medicine
| | | | | | | | | | | | | | | | | | - Randall Brown
- University of Wisconsin School of Medicine and Public Health, Department of Family Medicine and Community Health
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15
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McNeely J, Wang SS, Rostam Abadi Y, Barron C, Billings J, Tarpey T, Fernando J, Appleton N, Fawole A, Mazumdar M, Weinstein ZM, Kalyanaraman Marcello R, Dolle J, Cooke C, Siddiqui S, King C. Addiction Consultation Services for Opioid Use Disorder Treatment Initiation and Engagement: A Randomized Clinical Trial. JAMA Intern Med 2024; 184:1106-1115. [PMID: 39073796 PMCID: PMC11287446 DOI: 10.1001/jamainternmed.2024.3422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 05/29/2024] [Indexed: 07/30/2024]
Abstract
Importance Medications for opioid use disorder (MOUD) are highly effective, but only 22% of individuals in the US with opioid use disorder receive them. Hospitalization potentially provides an opportunity to initiate MOUD and link patients to ongoing treatment. Objective To study the effectiveness of interprofessional hospital addiction consultation services in increasing MOUD treatment initiation and engagement. Design, Setting, and Participants This pragmatic stepped-wedge cluster randomized implementation and effectiveness (hybrid type 1) trial was conducted in 6 public hospitals in New York, New York, and included 2315 adults with hospitalizations identified in Medicaid claims data between October 2017 and January 2021. Data analysis was conducted in December 2023. Hospitals were randomized to an intervention start date, and outcomes were compared during treatment as usual (TAU) and intervention conditions. Bayesian analysis accounted for the clustering of patients within hospitals and open cohort nature of the study. The addiction consultation service intervention was compared with TAU using posterior probabilities of model parameters from hierarchical logistic regression models that were adjusted for age, sex, and study period. Eligible participants had an admission or discharge diagnosis of opioid use disorder or opioid poisoning/adverse effects, were hospitalized at least 1 night in a medical/surgical inpatient unit, and were not receiving MOUD before hospitalization. Interventions Hospitals implemented an addiction consultation service that provided inpatient specialty care for substance use disorders. Consultation teams comprised a medical clinician, social worker or addiction counselor, and peer counselor. Main Outcomes and Measures The dual primary outcomes were (1) MOUD treatment initiation during the first 14 days after hospital discharge and (2) MOUD engagement for the 30 days following initiation. Results Of 2315 adults, 628 (27.1%) were female, and the mean (SD) age was 47.0 (12.4) years. Initiation of MOUD was 11.0% in the Consult for Addiction Treatment and Care in Hospitals (CATCH) program vs 6.7% in TAU, engagement was 7.4% vs 5.3%, respectively, and continuation for 6 months was 3.2% vs 2.4%. Patients hospitalized during CATCH had 7.96 times higher odds of initiating MOUD (log-odds ratio, 2.07; 95% credible interval, 0.51-4.00) and 6.90 times higher odds of MOUD engagement (log-odds ratio, 1.93; 95% credible interval, 0.09-4.18). Conclusions This randomized clinical trial found that interprofessional addiction consultation services significantly increased postdischarge MOUD initiation and engagement among patients with opioid use disorder. However, the observed rates of MOUD initiation and engagement were still low; further efforts are still needed to improve hospital-based and community-based services for MOUD treatment. Trial Registration ClinicalTrials.gov Identifier: NCT03611335.
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Affiliation(s)
- Jennifer McNeely
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Scarlett S. Wang
- New York University Robert F. Wagner Graduate School of Public Service, New York
| | - Yasna Rostam Abadi
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Charles Barron
- Office of Behavioral Health, New York City Health + Hospitals, New York, New York
| | - John Billings
- New York University Robert F. Wagner Graduate School of Public Service, New York
| | - Thaddeus Tarpey
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Jasmine Fernando
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Noa Appleton
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Adetayo Fawole
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Medha Mazumdar
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Zoe M. Weinstein
- Department of Medicine, Boston University Chobanian and Avedesian School of Medicine, Boston Medical Center, Boston, Massachusetts
| | | | - Johanna Dolle
- Office of Population Health, New York City Health + Hospitals, New York, New York
| | - Caroline Cooke
- Office of Population Health, New York City Health + Hospitals, New York, New York
| | - Samira Siddiqui
- Office of Behavioral Health, New York City Health + Hospitals, New York, New York
| | - Carla King
- Department of Population Health, New York University Grossman School of Medicine, New York
- Office of Behavioral Health, New York City Health + Hospitals, New York, New York
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16
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Ma Q, Whipple CR, Kaynak Ö, Saylor E, Kensinger WS. Somebody to Lean on: Understanding Self-Stigma and Willingness to Disclose in the Context of Addiction. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1044. [PMID: 39200654 PMCID: PMC11354585 DOI: 10.3390/ijerph21081044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 09/02/2024]
Abstract
Substance use self-stigma is a barrier to treatment and can negatively impact individuals' well-being and treatment engagement. Given the mixed findings in previous research and the limited specific investigation into the concept of self-stigma within the context of opioid misuse, examining factors associated with self-stigma in the context of opioid use disorder (OUD) is warranted. The current study examines the influence of individual-level factors (race, sex, urban/rural status, support group attendance) on self-stigma and willingness to disclose opioid use. Data for this study were from a larger study of OUD-related stigma among adults in Pennsylvania, U.S. The current study included participants who indicated a personal past or current history with OUD were included (n = 84). Exploratory factor analysis and multiple indicators, multiple causes (MIMIC) model were used to explore the associations between demographic factors (i.e., sex, age, race/ethnicity, urban/rural status), attendance at mutual support groups, and self-stigma factors. Results indicated that sex and attendance at mutual support groups significantly predicted levels of self-stigma. Women and individuals with no previous experience attending mutual support groups endorsed lower levels of self-stigma. Additionally, attendance at mutual support groups predicted willingness to self-disclose past and present opioid use. Individuals who reported no history of attending mutual support groups demonstrated less willingness to disclose past and present OUD use compared to participants who were support group attendees. The current research findings enhance the understanding of OUD-related self-stigma by examining its relationship with individual-level factors, disclosure, and attendance to mutual support groups. The results offer insights into the influence of sex and support group attendance on self-stigma and disclosure. These findings have significant clinical implications for developing future interventions and promoting health policy changes.
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Affiliation(s)
| | | | - Övgü Kaynak
- School of Behavioral Sciences and Education, Penn State University, Harrisburg, Middletown, PA 17057, USA; (Q.M.); (C.R.W.); (E.S.); (W.S.K.)
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17
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Acuff SF, Oddo LE, Johansen AN, Strickland JC. Contextual and psychosocial factors influencing drug reward in humans: The importance of non-drug reinforcement. Pharmacol Biochem Behav 2024; 241:173802. [PMID: 38866372 PMCID: PMC11284860 DOI: 10.1016/j.pbb.2024.173802] [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: 02/29/2024] [Revised: 04/29/2024] [Accepted: 06/01/2024] [Indexed: 06/14/2024]
Abstract
The reinforcing efficacy, or behavior-strengthening effect, of a substance is a critical determinant of substance use typically quantified by measuring behavioral allocation to the substance under schedules of reinforcement with escalating response requirements. Although responses on these tasks are often used to indicate stable reinforcing effects or trait-level abuse potential for an individual, task designs often demonstrate within-person variability across varying degrees of a constraint within experimental procedures. As a result, quantifying behavioral allocation is an effective approach for measuring the impact of contextual and psychosocial factors on substance reward. We review studies using laboratory self-administration, behavioral economic purchase tasks, and ambulatory assessments to quantify the impact of various contextual and psychosocial factors on behavioral allocation toward consumption of a substance. We selected these assessment approaches because they cover the translational spectrum from experimental control to ecological relevance, with consistent support across these approaches representing greater confidence in the effect. Conceptually, we organized factors that influence substance value into two broad categories: factors that influence the cost/benefit ratio of the substance (social context, stress and affect, cue exposure), and factors that influence the cost/benefit ratio of an alternative (alternative non-drug reinforcers, alternative drug reinforcers, and opportunity costs). We conclude with an overview of future research directions and considerations for clinical application.
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Affiliation(s)
- Samuel F Acuff
- Recovery Research Institute, Massachusetts General Hospital and Harvard Medical School, 151 Merrimac Street, Boston, MA 02114, USA.
| | - Lauren E Oddo
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Richmond, VA 23284-2018, USA
| | | | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, USA
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Treufeldt H, Burton C, McGhie Fraser B. Stigmatisation in clinical consultations for persistent physical symptoms/functional disorders: A best fit framework synthesis. J Psychosom Res 2024; 183:111828. [PMID: 38852031 DOI: 10.1016/j.jpsychores.2024.111828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 05/23/2024] [Accepted: 06/03/2024] [Indexed: 06/10/2024]
Abstract
INTRODUCTION Stigma is a social attribute that links a person to an undesirable characteristic and leads to actions that increase the social distance from that person. This includes different or discriminatory treatment. Stigma is common in healthcare, particularly in people with persistent physical symptoms (PPS) and functional disorders (FD). The aim of this study is to create a new actionable framework to aid understanding of stigmatisation in consultations about PPS/FD and to improve the consultation experiences. METHODS This framework development used the Best Fit Framework approach to data collected for a scoping review of stigma in functional disorders. The stages included selection of an initial framework from existing conceptual models, mapping quote data from published papers to the framework and an iterative process of revision and re-mapping. The final framework was tested by re-mapping all the quote data to the framework following classification rules. RESULTS 253 quotes were obtained from the results sections of qualitative studies from a previous scoping review. The framework comprises of prejudice, stereotypes and actions to increase social distance. Stereotype refers to the focus of stigma: this may be the condition, the patient, or their behaviour. Actions that increase social distance include: othering; denial; non-explanation; minimising, norm-breaking; and psychologising. By breaking down stigma into recognisable components, the framework provides a way to understand the difficulties that patients and clinicians face during consultations and a way to develop intervention materials. CONCLUSIONS This new framework for stigma in clinical consultations for PPS/FDs provides a useful tool for the study of stigma in clinical consultations.
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Affiliation(s)
- Hõbe Treufeldt
- Primary Care Research, University of Sheffield, United Kingdom.
| | - Chris Burton
- Primary Care Research, University of Sheffield, United Kingdom
| | - Brodie McGhie Fraser
- Department of Primary and Community Care, Research Institute for Medical Innovation, Radboud University Medical Center, Nijmegen, Netherlands.
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Barcelona V, Scharp D, Idnay BR, Moen H, Cato K, Topaz M. Identifying stigmatizing language in clinical documentation: A scoping review of emerging literature. PLoS One 2024; 19:e0303653. [PMID: 38941299 PMCID: PMC11213326 DOI: 10.1371/journal.pone.0303653] [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: 04/13/2023] [Accepted: 04/30/2024] [Indexed: 06/30/2024] Open
Abstract
BACKGROUND Racism and implicit bias underlie disparities in health care access, treatment, and outcomes. An emerging area of study in examining health disparities is the use of stigmatizing language in the electronic health record (EHR). OBJECTIVES We sought to summarize the existing literature related to stigmatizing language documented in the EHR. To this end, we conducted a scoping review to identify, describe, and evaluate the current body of literature related to stigmatizing language and clinician notes. METHODS We searched PubMed, Cumulative Index of Nursing and Allied Health Literature (CINAHL), and Embase databases in May 2022, and also conducted a hand search of IEEE to identify studies investigating stigmatizing language in clinical documentation. We included all studies published through April 2022. The results for each search were uploaded into EndNote X9 software, de-duplicated using the Bramer method, and then exported to Covidence software for title and abstract screening. RESULTS Studies (N = 9) used cross-sectional (n = 3), qualitative (n = 3), mixed methods (n = 2), and retrospective cohort (n = 1) designs. Stigmatizing language was defined via content analysis of clinical documentation (n = 4), literature review (n = 2), interviews with clinicians (n = 3) and patients (n = 1), expert panel consultation, and task force guidelines (n = 1). Natural language processing was used in four studies to identify and extract stigmatizing words from clinical notes. All of the studies reviewed concluded that negative clinician attitudes and the use of stigmatizing language in documentation could negatively impact patient perception of care or health outcomes. DISCUSSION The current literature indicates that NLP is an emerging approach to identifying stigmatizing language documented in the EHR. NLP-based solutions can be developed and integrated into routine documentation systems to screen for stigmatizing language and alert clinicians or their supervisors. Potential interventions resulting from this research could generate awareness about how implicit biases affect communication patterns and work to achieve equitable health care for diverse populations.
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Affiliation(s)
- Veronica Barcelona
- Columbia University School of Nursing, New York, New York, United States of America
| | - Danielle Scharp
- Columbia University School of Nursing, New York, New York, United States of America
| | - Betina R. Idnay
- Department of Biomedical Informatics, Columbia University, New York, New York, United States of America
| | - Hans Moen
- Department of Computer Science, Aalto University, Aalto, Finland
| | - Kenrick Cato
- University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, United States of America
| | - Maxim Topaz
- Columbia University School of Nursing, New York, New York, United States of America
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Calcaterra SL, Dafoe A, Tietbohl C, Thurman L, Bredenberg E. Unintended consequences of methadone regulation for opioid use disorder treatment among hospitalized patients. J Hosp Med 2024; 19:460-467. [PMID: 38507276 PMCID: PMC11282870 DOI: 10.1002/jhm.13329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/29/2024] [Accepted: 03/07/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND In the United States, there are no federal restrictions on the use of methadone to manage opioid withdrawal symptoms when patients are hospitalized with a medical or surgical condition other than addiction. In contrast, in an outpatient setting, methadone for opioid use disorder (OUD) is highly regulated by federal and state governments and can only be dispensed from an opioid treatment program (OTP). Discrepancies in regulatory requirements across these settings may lead to barriers in care for patients with OUD. OBJECTIVE Identify how methadone regulation impacts the care of patients with OUD during hospitalization, care transitions, and in the OTP setting. METHODS We completed 26 interviews with clinicians and social workers working on hospital-based addiction consultation services across the United States. Study findings are the result of a secondary content analysis of interviews to identifying the word "methadone" and construct themes resulting from the data. RESULTS We identified three major themes related to "methadone" for OUD treatment, all of which impacted patient care: (1) limited OTP hours leads to tenuous or delayed hospital discharges; (2) inadequate information-sharing between hospitals and OTPs leads to delays in care; and (3) methadone regulations create treatment barriers for the most vulnerable patients. CONCLUSION Strict methadone regulations have resulted in unintended consequences for patients with OUD in the hospital setting, during care transitions, and in the OTP setting. Recent and ongoing federal efforts to reform methadone provision may improve some of the reported challenges, but significant hurdles remain in providing safe, equitable care to hospitalized patients with OUD.
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Affiliation(s)
- Susan L. Calcaterra
- Division of Hospital Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Coloroda, USA
| | - Ashley Dafoe
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Coloroda, USA
| | - Caroline Tietbohl
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Coloroda, USA
| | - Lindsay Thurman
- Division of Hospital Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Erin Bredenberg
- Division of Hospital Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
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21
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Englander H, Thakrar AP, Bagley SM, Rolley T, Dong K, Hyshka E. Caring for Hospitalized Adults With Opioid Use Disorder in the Era of Fentanyl: A Review. JAMA Intern Med 2024; 184:691-701. [PMID: 38683591 DOI: 10.1001/jamainternmed.2023.7282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
Importance The rise of fentanyl and other high-potency synthetic opioids across US and Canada has been associated with increasing hospitalizations and unprecedented overdose deaths. Hospitalization is a critical touchpoint to engage patients and offer life-saving opioid use disorder (OUD) care when admitted for OUD or other medical conditions. Observations Clinical best practices include managing acute withdrawal and pain, initiating medication for OUD, integrating harm reduction principles and practices, addressing in-hospital substance use, and supporting hospital-to-community care transitions. Fentanyl complicates hospital OUD care. Fentanyl's high potency intensifies pain, withdrawal, and cravings and increases the risk for overdose and other harms. Fentanyl's unique pharmacology has rendered traditional techniques for managing opioid withdrawal and initiating buprenorphine and methadone inadequate for some patients, necessitating novel strategies. Further, co-use of opioids with stimulants drugs is common, and the opioid supply is unpredictable and can be contaminated with benzodiazepines, xylazine, and other substances. To address these challenges, clinicians are increasingly relying on emerging practices, such as low-dose buprenorphine initiation with opioid continuation, rapid methadone titration, and the use of alternative opioid agonists. Hospitals must also reconsider conventional approaches to in-hospital substance use and expand clinicians' understanding and embrace of harm reduction, which is a philosophy and set of practical strategies that supports people who use drugs to be safer and healthier without judgment, coercion, or discrimination. Hospital-to-community care transitions should ensure uninterrupted access to OUD care after discharge, which requires special consideration and coordination. Finally, improving hospital-based addiction care requires dedicated infrastructure and expertise. Preparing hospitals across the US and Canada to deliver OUD best practices requires investments in clinical champions, staff education, leadership commitment, community partnerships, quality metrics, and financing. Conclusions and Relevance The findings of this review indicate that fentanyl creates increased urgency and new challenges for hospital OUD care. Hospital clinicians and systems have a central role in addressing the current drug crisis.
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Affiliation(s)
- Honora Englander
- Section of Addiction Medicine in General Internal Medicine and the Division of Hospital Medicine, Department of Medicine, Oregon Health and Science University, Portland
| | - Ashish P Thakrar
- Division of General Internal Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Sarah M Bagley
- Section of General Internal Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
| | | | - Kathryn Dong
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Elaine Hyshka
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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Terasaki D. Acute Subjective Experiences of Intravenous Ketamine Therapy Among Medically Hospitalized Patients with Alcohol Use Disorder. PSYCHEDELIC MEDICINE (NEW ROCHELLE, N.Y.) 2024; 2:116-126. [PMID: 40051584 PMCID: PMC11658664 DOI: 10.1089/psymed.2023.0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2025]
Abstract
Introduction Alcohol use disorder (AUD) is widespread and problematic in the United States, and current pharmacotherapy options have relatively modest effects. Therefore, novel interventions such as ketamine therapy have gained interest as potentially efficacious options, known to generate unique psychotherapeutic experiences. The present secondary analysis examines the acute subjective experiences-both quantitatively and qualitatively-of clinical trial participants with AUD who received intravenous (IV) ketamine therapy in the hospital setting. Materials and Methods Among a subset of inpatient clinical trial participants with AUD who received IV ketamine therapy (n = 12), acceptability and tolerability were assessed. Next, a brief directed content analysis was performed, utilizing textual data transcribed immediately after ketamine infusion. Six preselected themes from the literature were chosen to apply to our text. Results Among this sample, IV ketamine therapy appeared well tolerated and highly acceptable (mean 9.5 on 0-10 Likert scale). The mean Clinician-Administered Dissociative States Scale (CADSS) score was 21.7 (out of max 92). It seemed to occasion experiences that were largely positive, transporting, visual, and meaningful. The most frequently assigned themes in our data set were "Meaningful, spiritual, and mystical experiences," "Positive affect," and "Inherent contradictions of the acute experience." Conclusions Prior themes derived from two theory-generating publications applied widely to our participants' reported experiences. The hospital setting itself did not appear to be a barrier in facilitating these experiences.
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Affiliation(s)
- Dale Terasaki
- Department of Behavioral Health, Denver Health & Hospital Authority, Denver, Colorado, USA
- Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
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23
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Shearer RD, Hernandez E, Beebe TJ, Virnig BA, Bart G, Winkelman TNA, Bazzi AR, Shippee ND. Providers' Experiences and Perspectives in Treating Patients With Co-Occurring Opioid and Stimulant Use Disorders in the Hospital. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:250-259. [PMID: 38258816 PMCID: PMC11151687 DOI: 10.1177/29767342231221060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND The overdose crisis is increasingly characterized by opioid and stimulant co-use. Despite effective pharmacologic treatment for both opioid use disorder (OUD) and contingency management for stimulant use disorders, most individuals with these co-occurring conditions are not engaged in treatment. Hospitalization is an important opportunity to engage patients and initiate treatment, however existing hospital addiction care is not tailored for patients with co-use and may not meet the needs of this population. METHODS Semi-structured interviews were conducted with hospital providers about their experiences and perspectives treating patients with opioid and stimulant co-use. We used directed content analysis to identify common experiences and opportunities to improve hospital-based treatment for patients with co-use. RESULTS From qualitative interviews with 20 providers, we identified 4 themes describing how co-use complicated hospital-based substance use treatment: (1) patients' unstable circumstances impacting the treatment plan, (2) co-occurring withdrawals are difficult to identify and treat, (3) providers holding more stigmatizing views of patients with co-use, and (4) stimulant use is often "ignored" in the treatment plans. Participants also described a range of potential opportunities to improve hospital-based treatment of co-use that fall into 3 categories: (1) provider practice changes, (2) healthcare system changes, and (3) development and validation of clinical tools and treatment approaches. CONCLUSIONS We identified unique challenges providing hospital addiction medicine care to patients who use both opioids and stimulants. These findings inform the development, implementation, and testing of hospital-based interventions for patients with co-use.
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Affiliation(s)
- Riley D. Shearer
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, USA
| | - Edith Hernandez
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Timothy J. Beebe
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
| | - Beth A. Virnig
- College of Public Health and Health Professions, University of Florida, Gainsville, FL, USA
| | - Gavin Bart
- Division of Addiction Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN, USA
| | - Tyler N. A. Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, USA
- Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN, USA
| | - Angela R. Bazzi
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla, CA, USA
| | - Nathan D. Shippee
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
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Barcelona V, Scharp D, Moen H, Davoudi A, Idnay BR, Cato K, Topaz M. Using Natural Language Processing to Identify Stigmatizing Language in Labor and Birth Clinical Notes. Matern Child Health J 2024; 28:578-586. [PMID: 38147277 DOI: 10.1007/s10995-023-03857-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2023] [Indexed: 12/27/2023]
Abstract
INTRODUCTION Stigma and bias related to race and other minoritized statuses may underlie disparities in pregnancy and birth outcomes. One emerging method to identify bias is the study of stigmatizing language in the electronic health record. The objective of our study was to develop automated natural language processing (NLP) methods to identify two types of stigmatizing language: marginalizing language and its complement, power/privilege language, accurately and automatically in labor and birth notes. METHODS We analyzed notes for all birthing people > 20 weeks' gestation admitted for labor and birth at two hospitals during 2017. We then employed text preprocessing techniques, specifically using TF-IDF values as inputs, and tested machine learning classification algorithms to identify stigmatizing and power/privilege language in clinical notes. The algorithms assessed included Decision Trees, Random Forest, and Support Vector Machines. Additionally, we applied a feature importance evaluation method (InfoGain) to discern words that are highly correlated with these language categories. RESULTS For marginalizing language, Decision Trees yielded the best classification with an F-score of 0.73. For power/privilege language, Support Vector Machines performed optimally, achieving an F-score of 0.91. These results demonstrate the effectiveness of the selected machine learning methods in classifying language categories in clinical notes. CONCLUSION We identified well-performing machine learning methods to automatically detect stigmatizing language in clinical notes. To our knowledge, this is the first study to use NLP performance metrics to evaluate the performance of machine learning methods in discerning stigmatizing language. Future studies should delve deeper into refining and evaluating NLP methods, incorporating the latest algorithms rooted in deep learning.
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Affiliation(s)
- Veronica Barcelona
- School of Nursing, Columbia University, 560 West 168th St, Mail Code 6, New York, NY, 10032, USA.
| | - Danielle Scharp
- School of Nursing, Columbia University, 560 West 168th St, Mail Code 6, New York, NY, 10032, USA
| | - Hans Moen
- Department of Computer Science, Aalto University, Espoo, Finland
| | | | - Betina R Idnay
- Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Kenrick Cato
- School of Nursing, Columbia University, 560 West 168th St, Mail Code 6, New York, NY, 10032, USA
- University of Pennsylvania, Philadelphia, PA, USA
| | - Maxim Topaz
- School of Nursing, Columbia University, 560 West 168th St, Mail Code 6, New York, NY, 10032, USA
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Kontos N, Rao V. Clinical harm reduction in substance use: An ethics-oriented primer and critique for hospital-based providers. J Eval Clin Pract 2024; 30:260-267. [PMID: 38018023 DOI: 10.1111/jep.13941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 10/09/2023] [Accepted: 10/26/2023] [Indexed: 11/30/2023]
Abstract
AIMS AND OBJECTIVES Substance use-targeted harm reduction (HR) has successfully expanded from public health into clinical settings. Hospital-based providers are in positions to encounter, precipitate and/or mediate ethically fraught situations that can arise around clinical HR-informed interventions. We examine why these situations occur and how they might be better addressed. METHOD Literature focused on principles, ethics, and clinical implementation of HR are reviewed to identify core elements of this approach. Next, ethical vulnerabilities within those elements are identified and critiqued. A more productive discourse for acknowledging, voicing and addressing ethical dilemmas in HR is sought. RESULTS Public health orientation and humane concern for substance users, along with a strong anti-stigmatization mission and occasional aversion to a rigid medical model and 'establishment' contributed to HR's successes but can also frame any dissent over its methods as being stigma-fuelled. Practically distilled concepts from moral philosophy and the medical humanities can inform good faith discussions based on common-ground concern for patients. CONCLUSION HR's use in the general hospital and other clinical settings is a positive development, but one that brings with it new ethical demands. Broader knowledge of the principles of HR, of the application of those principles to the hospital setting, and of common-ground concepts from outside of HR could help facilitate productive ethical engagement around substance-using patients.
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Affiliation(s)
- Nicholas Kontos
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Vinod Rao
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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26
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Fraimow-Wong L, Martín M, Thomas L, Giuliano R, Nguyen OK, Knight K, Suen LW. Patient and Staff Perspectives on the Impacts and Challenges of Hospital-Based Harm Reduction. JAMA Netw Open 2024; 7:e240229. [PMID: 38386317 PMCID: PMC10884877 DOI: 10.1001/jamanetworkopen.2024.0229] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/03/2024] [Indexed: 02/23/2024] Open
Abstract
Importance Harm reduction is associated with improved health outcomes among people who use substances. As overdose deaths persist, hospitals are recognizing the need for harm reduction services; however, little is known about the outcomes of hospital-based harm reduction for patients and staff. Objective To evaluate patient and staff perspectives on the impact and challenges of a hospital-based harm reduction program offering safer use education and supplies at discharge. Design, Setting, and Participants This qualitative study consisted of 40-minute semistructured interviews with hospitalized patients receiving harm reduction services and hospital staff at an urban, safety-net hospital in California from October 2022 to March 2023. Purposive sampling allowed inclusion of diverse patient racial and ethnic identities, substance use disorders (SUDs), and staff roles. Exposure Receipt of harm reduction education and/or supplies (eg, syringes, pipes, naloxone, and test strips) from an addiction consult team, or providing care for patients receiving these services. Main Outcomes and Measures Interviews were analyzed using thematic analysis to identify key themes. Results A total of 40 participants completed interviews, including 20 patients (mean [SD] age, 43 [13] years; 1 American Indian or Alaska Native [5%], 1 Asian and Pacific Islander [5%], 6 Black [30%]; 6 Latine [30%]; and 6 White [30%]) and 20 staff (mean [SD] age 37 [8] years). Patients were diagnosed with a variety of SUDs (7 patients with opioid and stimulant use disorder [35%]; 7 patients with stimulant use disorder [35%]; 3 patients with opioid use disorder [15%]; and 3 patients with alcohol use disorder [15%]). A total of 3 themes were identified; respondents reported that harm reduction programs (1) expanded access to harm reduction education and supplies, particularly for ethnically and racially minoritized populations; (2) built trust by improving the patient care experience and increasing engagement; and (3) catalyzed culture change by helping destigmatize care for individuals who planned to continue using substances and increasing staff fulfillment. Black and Latine patients, those who primarily used stimulants, and those with limited English proficiency (LEP) reported learning new harm reduction strategies. Program challenges included hesitancy regarding regulations, limited SUD education among staff, remaining stigma, and the need for careful assessment of patient goals. Conclusions and Relevance In this qualitative study, patients and staff believed that integrating harm reduction services into hospital care increased access for populations unfamiliar with harm reduction, improved trust, and reduced stigma. These findings suggest that efforts to increase access to harm reduction services for Black, Latine, and LEP populations, including those who use stimulants, are especially needed.
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Affiliation(s)
| | - Marlene Martín
- University of California, San Francisco, School of Medicine
- Division of Hospital Medicine at San Francisco General Hospital, University of California, San Francisco
| | - Laura Thomas
- San Francisco AIDS Foundation, San Francisco, California
| | - Ro Giuliano
- San Francisco AIDS Foundation, San Francisco, California
| | - Oanh Kieu Nguyen
- University of California, San Francisco, School of Medicine
- Division of Hospital Medicine at San Francisco General Hospital, University of California, San Francisco
| | - Kelly Knight
- University of California, San Francisco, School of Medicine
- Department of Humanities and Social Sciences, University of California San Francisco
| | - Leslie W. Suen
- University of California, San Francisco, School of Medicine
- Division of General Internal Medicine at San Francisco General Hospital, University of California, San Francisco
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Calcaterra SL, Saunders S, Grimm E, Maki-Gianani E, Keniston A, Wold A, Bonaguidi A. In-Hospital Methadone Enrollment: a Novel Program to Facilitate Linkage from the Hospital to the Opioid Treatment Program for Vulnerable Patients with Opioid Use Disorder. J Gen Intern Med 2024; 39:385-392. [PMID: 37715094 PMCID: PMC10897082 DOI: 10.1007/s11606-023-08411-0] [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: 06/30/2023] [Accepted: 09/01/2023] [Indexed: 09/17/2023]
Abstract
INTRODUCTION Methadone ameliorates opioid withdrawal among hospitalized patients with opioid use disorder (OUD). To continue methadone after hospital discharge, patients must enroll in an opioid treatment program (OTP) per federal regulations. Uncontrolled opioid withdrawal is a barrier to linkage from hospital to OTP. AIM Describe a federally compliant In-Hospital Methadone Enrollment Team (IN-MEET) that enrolls hospitalized patients with OUD into an OTP with facilitated hospital to OTP linkage. SETTING Seven hundred-bed university hospital in Aurora, CO. PROGRAM DESCRIPTION A physician dually affiliated with a hospital's addiction consultation service and a community OTP completes an in-hospital, face-to-face medical assessment required by federal law and titrates methadone to comfort. An OTP-affiliated nurse with hospital privileges completes a psychosocial evaluation and provides case management by arranging transportation and providing weekly telephone check-ins. PROGRAM EVALUATION METRICS IN-MEET enrollments completed, hospital to OTP linkage, and descriptive characteristics of patients who completed IN-MEET enrollments compared to patients who completed community OTP enrollments. RESULTS Between April 2019 and April 2023, our team completed 165 IN-MEET enrollments. Among a subset of 73 IN-MEET patients, 56 (76.7%) presented to the OTP following hospital discharge. Compared to community OTP enrolled patients (n = 1687), a higher percentage of IN-MEET patients were older (39.7 years, standard deviation [SD] 11.2 years vs. 36.1 years, SD 10.6 years) and were unhoused (n = 43, 58.9% vs. n = 199, 11.8%). Compared to community OTP enrolled patients, a higher percentage of IN-MEET patients reported heroin or fentanyl as their primary substance (n = 53, 72.6% vs. n = 677, 40.1%), reported methamphetamine as their secondary substance (n = 27, 37.0% vs. n = 380, 22.5%), and reported they injected their primary substance (n = 46, 63.0% vs. n = 478, 28.3%). CONCLUSION IN-MEET facilitates hospital to OTP linkage among a vulnerable population. This model has the potential to improve methadone access for hospitalized patients who may not otherwise seek out treatment.
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Affiliation(s)
- Susan L Calcaterra
- Division of Hospital Medicine, Department of Medicine, University of Colorado, Aurora, CO, USA.
- Division of General Internal Medicine, University of Colorado, Aurora, CO, USA.
| | - Scott Saunders
- Division of Hospital Medicine, Department of Medicine, University of Colorado, Aurora, CO, USA
| | - Eric Grimm
- Division of Hospital Medicine, Department of Medicine, University of Colorado, Aurora, CO, USA
| | | | - Angela Keniston
- Division of Hospital Medicine, Department of Medicine, University of Colorado, Aurora, CO, USA
| | - Angi Wold
- Department of Psychiatry, University of Colorado, Aurora, CO, USA
| | - Angela Bonaguidi
- Department of Psychiatry, University of Colorado, Aurora, CO, USA
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Calcaterra SL, Buresh M, Weimer MB. Better care at the bedside for hospitalized patients with opioid use disorder. J Hosp Med 2023; 18:1134-1138. [PMID: 37016586 PMCID: PMC10548352 DOI: 10.1002/jhm.13099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 03/20/2023] [Accepted: 03/23/2023] [Indexed: 04/06/2023]
Affiliation(s)
- Susan L. Calcaterra
- Department of Medicine, Division of General Internal Medicine and Division of Hospital Medicine, University of Colorado, Aurora, CO, USA
| | - Megan Buresh
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Division of Addiction Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Melissa B. Weimer
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
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Febres-Cordero S, Shasanmi-Ellis RO, Sherman ADF. Labeled as "drug-seeking": nurses use harm reduction philosophy to reflect on mending mutual distrust between healthcare workers and people who use drugs. Front Public Health 2023; 11:1277562. [PMID: 37908688 PMCID: PMC10614634 DOI: 10.3389/fpubh.2023.1277562] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 09/25/2023] [Indexed: 11/02/2023] Open
Abstract
Introduction Over 50 years of approaching drug use from the "War on Drugs" has led to ignoring the systemic structural and social determinants of health, enforced drug use stigma, and damaging stereotypes of people who use drugs or are labeled as "drug-seeking," and sorely failed to support those needing assistance. On philosophy of harm reduction and power People who use drugs are often disenfranchised and pathologized by being labeled as "a drug addict," which then serves as a rationalization for mistreatment by healthcare providers. This is in opposition to a harm-reduction approach. Harm reduction philosophy is an epistemic valuation necessary for drug use stigma and our moral obligation to reduce harm from interlocking systems of power that perpetuate harm. On drug-seeking mistrust and human rights We have encountered many clients who use drugs that report harmful interactions with healthcare providers. Harm reduction is an issue of health equity, social justice, and fundamental human rights. This paper presents three vignettes, the author's experiences of being labeled as-and advocating for family members labeled as "drug-seeking." Discussion To better serve as healthcare providers, workers must be equipped to work with people who use drugs and reinforce the social justice commitment against medical stigma, neglect, racism, and inadequate pain coverage and withdrawal treatment. Nurses and our epistemic lens can meet the challenge of complex intersectional issues affecting our use of power to develop more just and equitable health systems and advance our rebuilding of a trusting relationship with the people we serve.
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McCrary LM, Solomon DA. Source control: treating opioid use disorder among inpatients with related infections, an urgent call to action. AIDS 2023; 37:1901-1903. [PMID: 37646589 DOI: 10.1097/qad.0000000000003663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
- L Madeline McCrary
- Division of Infectious Diseases, Department of Medicine
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Daniel A Solomon
- Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Gionfriddo MR, Owens KM, Leist SE, Schrum LT, Covvey JR. Attitudes, beliefs, knowledge, and practices for over-the-counter syringe sales in community pharmacies: A systematic review. J Am Pharm Assoc (2003) 2023; 63:1472-1489.e3. [PMID: 37429389 DOI: 10.1016/j.japh.2023.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/02/2023] [Accepted: 07/06/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND Community pharmacies are an important resource for people who inject drugs (PWID) to purchase over-the-counter (OTC) syringes. Access to sterile injection equipment can reduce the transmission of blood-borne illnesses. However, pharmacists and their staff ultimately use discretion over sales. OBJECTIVE To identify staff attitudes, beliefs, knowledge, and practices in the sale of OTC syringes in community pharmacies. METHODS This systematic review was reported according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and registered with PROSPERO (CRD42022363040). We systematically searched PubMed, Embase, and Scopus from inception to September 2022. The review included peer-reviewed empirical studies regarding OTC syringe sales among community pharmacy staff (pharmacists, interns, and technicians). We screened records and extracted data using a predefined data extraction form. Findings were narratively synthesized, and critical appraisal was conducted using the Mixed Methods Appraisal Tool. RESULTS A total of 1895 potentially relevant articles were identified, and 35 were included. Most studies (23; 63.9%) were cross-sectional descriptive designs. All studies included pharmacists, with seven (19.4%) also including technicians, two (5.6%) including interns, and four (11.1%) including other staff. Studies found relatively high support among respondents for harm reduction-related services within community pharmacies, but less common reports of staff engaging in said services themselves. When studies investigated the perceived positive or negative impacts of OTC syringe sales, prevention of blood-borne illness was widely understood as a benefit, while improper syringe disposal and safety of the pharmacy and its staff commonly reported as concerns. Stigmatizing attitudes/beliefs toward PWID were prevalent across studies. CONCLUSION Community pharmacy staff report knowledge regarding the benefits of OTC syringes, but personal attitudes/beliefs heavily influence decisions to engage in sales. Despite support for various syringe-related harm reduction activities, offerings of services were less likely due to concerns around PWID.
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Ober AJ, Osilla KC, Klein DJ, Burgette LF, Leamon I, Mazer MW, Messineo G, Collier S, Korouri S, Watkins KE, Ishak W, Nuckols T, Danovitch I. Pilot randomized controlled trial of a hospital-based substance use treatment and recovery team (START) to improve initiation of medication for alcohol or opioid use disorder and linkage to follow-up care. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 150:209063. [PMID: 37156424 PMCID: PMC10330512 DOI: 10.1016/j.josat.2023.209063] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 12/06/2022] [Accepted: 05/01/2023] [Indexed: 05/10/2023]
Abstract
OBJECTIVES We conducted a pilot randomized controlled trial (RCT) to explore whether a hospital inpatient addiction consult team (Substance Use Treatment and Recovery Team [START]) based on collaborative care was feasible, acceptable to patients, and whether it could improve uptake of medication in the hospital and linkage to care after discharge, as well as reduce substance use and hospital readmission. The START consisted of an addiction medicine specialist and care manager who implemented a motivational and discharge planning intervention. METHODS We randomized inpatients age ≥ 18 with a probable alcohol or opioid use disorder to receive START or usual care. We assessed feasibility and acceptability of START and the RCT, and we conducted an intent-to-treat analysis on data from the electronic medical record and patient interviews at baseline and 1-month postdischarge. The study compared RCT outcomes (medication for alcohol or opioid use disorder, linkage to follow-up care after discharge, substance use, hospital readmission) between arms by fitting logistic and linear regression models. FINDINGS Of 38 START patients, 97 % met with the addiction medicine specialist and care manager; 89 % received ≥8 of 10 intervention components. All patients receiving START found it to be somewhat or very acceptable. START patients had higher odds of initiating medication during the inpatient stay (OR 6.26, 95 % CI = 2.38-16.48, p < .001) and being linked to follow-up care (OR 5.76, 95 % CI = 1.86-17.86, p < .01) compared to usual care patients (N = 50). The study found no significant differences between groups in drinking or opioid use; patients in both groups reported using fewer substances at the 1-month follow-up. CONCLUSIONS Pilot data suggest START and RCT implementation are feasible and acceptable and that START may facilitate medication initiation and linkage to follow-up for inpatients with an alcohol or opioid use disorder. A larger trial should assess effectiveness, covariates, and moderators of intervention effects.
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Affiliation(s)
- Allison J Ober
- RAND Corporation, Santa Monica, CA, United States of America.
| | - Karen C Osilla
- Stanford University School of Medicine, Palo Alto, CA, United States of America
| | - David J Klein
- RAND Corporation, Santa Monica, CA, United States of America
| | - Lane F Burgette
- RAND Corporation, Santa Monica, CA, United States of America
| | - Isabel Leamon
- RAND Corporation, Santa Monica, CA, United States of America
| | - Mia W Mazer
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | | | - Stacy Collier
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | - Samuel Korouri
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | | | - Waguih Ishak
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | - Teryl Nuckols
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | - Itai Danovitch
- Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
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French R, Holliday Davis M, Aronowitz SV, Crowe M, Abrams M, Edwards G, Lowenstein M. "I wouldn't need Narcan for myself, but I can have it for somebody else:" perceptions of harm reduction among hospitalized patients with OUD. Addict Sci Clin Pract 2023; 18:41. [PMID: 37355639 PMCID: PMC10290347 DOI: 10.1186/s13722-023-00395-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/05/2023] [Indexed: 06/26/2023] Open
Abstract
BACKGROUND Extant literature is limited on adoption of evidence-based harm reduction strategies in hospitals. We explored patient perceptions of incorporating harm reduction supplies and education in hospital care with patients with opioid use disorder (OUD). METHODS Qualitative descriptive study of hospitalized patients with OUD in Philadelphia, PA using semi-structured interviews conducted between April and August of 2022. RESULTS Three major themes emerged from 21 interviews with hospitalized patients with OUD: (1) Applicability and Acceptability of Harm Reduction Practices for Oneself; (2) Applicability and Acceptability of Harm Reduction Practices for Others; (3) Perceptions of Harm Reduction Conversations. Most participants were familiar with harm reduction but varied in their perceptions of its relevance for their lives. We noted differences in how participants viewed the applicability and acceptably of harm reduction practices that they perceived as intended to help others (e.g., naloxone) versus intended to help themselves (e.g., syringes). Most participants reported that meaningful conversations about drug use did not happen with their care team but that these conversations would have been acceptable if they were conducted in a way consistent with their individual substance use goals. CONCLUSIONS Patients' interest and perceived acceptability of harm reduction services during hospitalization varied by individual patient factors and the perceived user of specific interventions. Given their positive potential, harm reduction practices should be incorporated in hospitals, but this must be done in a way that is acceptable to patients. Our findings reveal ways to integrate concepts from a harm reduction approach within a traditional medical model. More work is needed to understand the impact of such integration.
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Affiliation(s)
- Rachel French
- National Clinician Scholars Program, University of Pennsylvania, 13th Floor Blockley Hall, 423 Guardian Drive, Philadelphia, PA, 19104, USA.
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA.
| | - M Holliday Davis
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Shoshana V Aronowitz
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA
- School of Nursing, University of Pennsylvania, 418 Curie Boulevard, Philadelphia, PA, 19104, USA
| | - Molly Crowe
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Matthew Abrams
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Grace Edwards
- College of Arts and Sciences, University of Pennsylvania, 249 S 36th St, Philadelphia, PA, 19104, USA
| | - Margaret Lowenstein
- Leonard Davis Institute for Health Economics, University of Pennsylvania, 3641 Locust Walk, Philadelphia, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA
- Research Director, Center for Addiction Medicine and Policy, University of Pennsylvania, Philadelphia, PA, USA
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Francia L, Lam T, Berg A, Morgan K, Savic M, Lubman Am DI, Nielsen S. Alcohol and other drug use: A qualitative exploration of staff and patient's experiences of language use as a means of stigma communication in hospital and primary care settings. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 149:209050. [PMID: 37086790 DOI: 10.1016/j.josat.2023.209050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 11/21/2022] [Accepted: 04/13/2023] [Indexed: 04/24/2023]
Abstract
INTRODUCTION The hospital and primary care settings present opportunities to interact, initiate conversations, and instigate referrals for patients experiencing harm from their alcohol and other drug use. Using a stigma communication model, our qualitative study explored whether stigma communication materialized in staff's language in the hospital and primary care settings, and if so, whether this had any impact on staff's and patients' experiences. METHOD The study conducted thematic analysis on 39 semi-structured interviews comprising both male and female adults (n = 20) who had experienced or were currently experiencing problematic alcohol or other drug use; and staff (n = 19) from either alcohol and other drug specialist services, or other broader health care services. RESULTS The study identified three themes where language use materialized as a means of stigma communication: (i) language that positioned a patient as undeserving; (ii) language that separated a patient from other patients; and (iii) language that blamed a patient. Where language use materialized as a means of stigma communication, this appeared to influence staff's decision-making, or potential avoidance of staff's obligations related to health care. Where language use materialized as a means of stigma communication for patients, poor experiences occurred for both staff and patients, that potentially influenced health care provision and future treatment-seeking intentions. CONCLUSIONS The use of language as a means of stigma communication was present in staff/patient interactions. Although a number of targeted interventions exist that address language and stigma toward people who use alcohol and other drugs, our findings indicate that change may be inhibited if staff do not realize that their own use of language may contribute to the perpetuation of stigma. The findings also suggest that aspects of language that materialize as a means of stigma communication may impact the "no wrong door" approach, which intends that people, regardless of which service they attend, receive appropriate support.
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Affiliation(s)
- Leanne Francia
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Frankston, Victoria, Australia.
| | - Tina Lam
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Frankston, Victoria, Australia
| | - Amelia Berg
- Association of Participating Services Users, Self Help Addiction Resource Centre, 140 Grange Road, Carnegie, VIC 2063, Australia
| | - Kirsty Morgan
- Peninsula Health, 2 Hastings Road, Frankston, VIC 3199, Australia
| | - Michael Savic
- Eastern Health Clinical School, Turning Point, Richmond, Victoria 3121, Australia
| | - Dan I Lubman Am
- Eastern Health Clinical School, Turning Point, Richmond, Victoria 3121, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Frankston, Victoria, Australia
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Sedney CL, Dekeseredy P, Singh SA, Holbein M. Stigmatizing Language Expressed Towards Individuals With Current or Previous OUD Who Have Pain and Cancer: A Qualitative Study. J Pain Symptom Manage 2023; 65:553-561. [PMID: 36804424 DOI: 10.1016/j.jpainsymman.2023.02.007] [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: 11/02/2022] [Revised: 02/01/2023] [Accepted: 02/05/2023] [Indexed: 02/17/2023]
Abstract
CONTEXT Stigma is known to impact the care of patients with opioid use disorder (OUD). OBJECTIVES This qualitative study seeks to understand how stigma is expressed in the medical chart by healthcare workers towards patients with cancer pain and OUD treated at an academic medical center. METHODS This descriptive qualitative study utilized a thematic analysis approach to analyze the medical charts of 25 hospitalized patients with current or previous opioid use disorder and cancer with respect to their pain care in forty pain-related hospital admissions to a tertiary academic center from 2015 to 2020. The codebook utilized a well-characterized stigma framework and emerging themes were identified through an iterative, comparative method. COREQ guidelines were followed. RESULTS Evidence of stigma marking was present in the medical chart aligning with several intersecting stigmas. Drivers such as blame and stereotypes impeded pain care, while facilitators such as legal or policy influences and non-care advocates could be either positive or negative determinants to pain care. Care by known providers within the healthcare environment was largely a facilitator of improved pain care. CONCLUSIONS Healthcare provider stigma must be addressed as its effects are both quantitatively and qualitatively affecting patient care; in particular access to pain treatment. Continuity of care by known care providers may improve pain care for patients with cancer and OUD who are acutely hospitalized.
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Affiliation(s)
- Cara L Sedney
- Department of Neurosurgery (C.L.S., P.D.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia, USA.
| | - Patricia Dekeseredy
- Department of Neurosurgery (C.L.S., P.D.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia, USA
| | - Sarah A Singh
- Department of Radiation Oncology (S.A.S.), West Virginia University, Morgantown, West Virginia, USA
| | - Monika Holbein
- Department of Medicine (M.H.), Pennsylvania State College of Medicine, Hershey, Pennsylvania, USA
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Stigma Towards Individuals with Alcohol and Substance Use Disorders Among Turkish Psychiatrists and Non-psychiatrist Physicians: Prevalence and the Importance of Physician’s Gender on Stigmatization Level. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-022-00965-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Medina S, Van Deelen A, Tomaszewski R, Hager K, Chen N, Palombi L. Relentless Stigma: A Qualitative Analysis of a Substance Use Recovery Needs Assessment. Subst Abuse 2022; 16:11782218221097396. [PMID: 35664045 PMCID: PMC9160899 DOI: 10.1177/11782218221097396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/11/2022] [Indexed: 11/29/2022]
Abstract
Substance use disorders (SUD) pose emotional, mental, and physical threats to persons worldwide. There is a paucity of research focused on capturing individual perspectives on supports and barriers to recovery from a SUD. This need has been identified in areas of Minnesota where a gap in evidence-based substance use support exists. A team of interdisciplinary professionals distributed a qualitative survey assessing supports and barriers to SUD recovery within recovery circles in order to inform the efforts of local organizations. This paper and online access survey was adapted from an existing survey created by Faces and Voices of Recovery. The online survey was accessed by a link and distributed to persons in recovery across Minnesota over 7 months. Data from this survey were analyzed through a consensual qualitative research (CQR) coding method. Notable themes emerged in the following domains: healthcare, environment, individual, and community. Community-wide stigma was an overarching concern, and the study yielded unique insights into stigma within healthcare and the community at-large. Barriers and support to recovery were reported. Barriers included experiencing high levels of stigma and identifying a need for community education on SUDs and recovery. Support included local recovery groups, peer recovery support, and access to healthcare and medication. Our findings illuminate the needs of the recovery community from the perspective of individuals with lived experience and will inform local organizations in specifying resources to help meet the identified needs. This survey may also be adapted and used around the world to inform substance use prevention, treatment, and recovery programing.
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Affiliation(s)
- Stephany Medina
- South Dakota State University – University of South Dakota Joint Master of Public Health Program, Brookings, SD, USA
| | - Anna Van Deelen
- Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota – College of Pharmacy, Duluth, MN, USA
| | - Robyn Tomaszewski
- Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota – College of Pharmacy, Duluth, MN, USA
| | - Keri Hager
- Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota – College of Pharmacy, Duluth, MN, USA
| | - Nathaniel Chen
- Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota – College of Pharmacy, Duluth, MN, USA
| | - Laura Palombi
- Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota – College of Pharmacy, Duluth, MN, USA
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Terasaki D, Loh R, Cornell A, Taub J, Thurstone C. Single-dose intravenous ketamine or intramuscular naltrexone for high-utilization inpatients with alcohol use disorder: pilot trial feasibility and readmission rates. Addict Sci Clin Pract 2022; 17:64. [PMID: 36419181 PMCID: PMC9682826 DOI: 10.1186/s13722-022-00345-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 10/24/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Alcohol use disorder (AUD) accounts for millions of acute care encounters annually in the United States. Hospitalization represents a vital opportunity to intervene pharmacologically, but low medication adherence is a significant barrier. Two single-dose, adherence-independent interventions are well suited for pre-discharge administration: intravenous (IV) ketamine and intramuscular (IM) naltrexone. Their feasibility and readmission-reducing efficacy in hospital settings are not well-established. METHODS A 3-arm, open-label randomized trial was conducted at our safety-net medical hospital among high-utilization inpatients with severe AUD. Consented adults (age 18-65) were randomized to (1) IV ketamine (KET) 0.5 mg/kg over 40 min, (2) IM naltrexone (NTX) 380 mg once, or (3) linkage alone (LA). The primary clinical outcome was 30-day all-cause hospital readmission rate. All were provided enhanced linkage to outpatient addiction clinic. RESULTS We consented and randomized 44 participants (n = 13, 14, 17 for KET, NTX, LA, respectively), with a mean of 3.2 past-year hospitalizations. Compared to the LA arm, both the KET arm (RR 0.37, p = 0.17) and NTX arm (RR 0.52, p = 0.27) had a lower 30-day readmission rate, though the differences were nonsignificant. Immediate acceptability ratings of KET and NTX were 9.50 and 9.17 out of 10, respectively. No serious adverse events or illicit ketamine use was reported. CONCLUSIONS Both interventions are feasible and showed promise in reducing readmissions for high-utilization AUD inpatients. Despite randomization, baseline characteristics may have differed in ways that biased against the control arm. Additional pragmatic studies-with larger sample size, blinding, and robust follow-up data collection-are needed to verify findings and better understand mediating factors. CLINICALTRIALS gov Identifier NCT04562779. Registered 24 September 2020. https://clinicaltrials.gov/ct2/show/NCT04562779.
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Affiliation(s)
- Dale Terasaki
- grid.239638.50000 0001 0369 638XDepartment of Behavioral Health, Denver Health & Hospital Association, 777 Bannock St, Denver, CO 80204 USA ,grid.430503.10000 0001 0703 675XDepartment of Medicine, University of Colorado School of Medicine, Aurora, CO USA
| | - Ryan Loh
- grid.239638.50000 0001 0369 638XDepartment of Behavioral Health, Denver Health & Hospital Association, 777 Bannock St, Denver, CO 80204 USA
| | | | - Julie Taub
- grid.430503.10000 0001 0703 675XDepartment of Medicine, University of Colorado School of Medicine, Aurora, CO USA ,grid.239638.50000 0001 0369 638XDivision of Hospital Medicine, Denver Health & Hospital Association, Denver, USA
| | - Christian Thurstone
- grid.239638.50000 0001 0369 638XDepartment of Behavioral Health, Denver Health & Hospital Association, 777 Bannock St, Denver, CO 80204 USA ,grid.430503.10000 0001 0703 675XDepartment of Psychiatry, University of Colorado School of Medicine, Aurora, CO USA
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