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Eschliman EL, Choe K, DeLucia A, Addison E, Jackson VW, Murray SM, German D, Genberg BL, Kaufman MR. First-hand accounts of structural stigma toward people who use opioids on Reddit. Soc Sci Med 2024; 347:116772. [PMID: 38502980 PMCID: PMC11031276 DOI: 10.1016/j.socscimed.2024.116772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/06/2024] [Accepted: 03/08/2024] [Indexed: 03/21/2024]
Abstract
People who use opioids face multilevel stigma that negatively affects their health and well-being and drives opioid-related overdose. Little research has focused on lived experience of the structural levels of stigma toward opioid use. This study identified and qualitatively analyzed Reddit content about structural stigma toward opioid use. Iterative, human-in-the-loop natural language processing methods were used to identify relevant posts and comments from an opioid-related subforum. Ultimately, 273 posts and comments were qualitatively analyzed via directed content analysis guided by a prominent conceptualization of stigma. Redditors described how structures-including governmental programs and policies, the pharmaceutical industry, and healthcare systems-stigmatize people who use opioids. Structures were reported to stigmatize through labeling (i.e., particularly in medical settings), perpetuating negative stereotypes, separating people who use opioids into those who use opioids "legitimately" versus "illegitimately," and engendering status loss and discrimination (e.g., denial of healthcare, loss of employment). Redditors also posted robust formulations of structural stigma, mostly describing how it manifests in the criminalization of substance use, is often driven by profit motive, and leads to the pervasiveness of fentanyl in the drug supply and the current state of the overdose crisis. Some posts and comments highlighted interpersonal and structural resources (e.g., other people who use opioids, harm reduction programs, telemedicine) leveraged to navigate structural stigma and its effects. These findings reveal key ways by which structural stigma can pervade the lives of people who use opioids and show the value of social media data for investigating complex social processes. Particularly, this study's findings related to structural separation may help encourage efforts to promote solidarity among people who use opioids. Attending to first-hand accounts of structural stigma can help interventions aiming to reduce opioid-related stigma be more responsive to these stigmatizing structural forces and their felt effects.
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Affiliation(s)
- Evan L Eschliman
- Department of Epidemiology, Columbia University Mailman School of Public Health, USA; Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA.
| | - Karen Choe
- Department of Social and Behavioral Sciences, School of Global Public Health, New York University, USA
| | - Alexandra DeLucia
- Center for Language and Speech Processing, Johns Hopkins University, USA
| | | | - Valerie W Jackson
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, USA
| | - Sarah M Murray
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, USA
| | - Danielle German
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA
| | - Becky L Genberg
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, USA
| | - Michelle R Kaufman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA; Department of International Health, Johns Hopkins Bloomberg School of Public Health, USA
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Eschliman EL, Choe K, Fei YC, Kang C, Koetje J, Harocopos A, Harris MN, DeWalt J, Christopher SA, Jackson VW, Yang LH. Evaluation of Two Videos that Apply Evidence-Based Strategies to Increase Self-Efficacy and Reduce Opioid-Related Stigma Among Medical Students. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2024; 48:123-134. [PMID: 38388788 PMCID: PMC10954387 DOI: 10.1007/s40596-024-01945-3] [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: 08/30/2023] [Accepted: 01/30/2024] [Indexed: 02/24/2024]
Abstract
OBJECTIVE This study evaluated the video-based application of evidence-based stigma reduction strategies to increase medical students' screening-diagnostic self-efficacy for opioid use disorder (OUD) and reduce stigma toward opioid use. METHODS Formative qualitative research informed development of two videos for medical students. One uses an education strategy by including education regarding non-stigmatizing language use and OUD screening and diagnosis (Video A); the other uses an interpersonal contact strategy by presenting narratives regarding opioid use from three people who have a history of opioid use and three physicians (Video B). Both videos were administered to all respondents, with video order randomized. Effects on outcomes were evaluated using a pre-/post-test design with a 1-month follow-up. Participants also provided feedback on video content and design. RESULTS Medical students (N = 103) watched the videos and completed the pre-/post-test, with 99% (N = 102) completing follow-up 1 month after viewing both videos. Self-efficacy increased directly following viewing Video A, and this increase was sustained at 1-month follow-up. Stigma toward opioid use decreased directly following viewing Video B, and this decrease was sustained at 1-month follow-up for participants who watched Video B first. Statistically significant improvements were observed in most secondary outcomes (e.g., harm reduction acceptability) directly following watching each video and most were sustained at 1-month follow-up. Feedback about the videos suggested the delivery of evidence-based strategies in each video was appropriate. CONCLUSIONS Video-based applications of these evidence-based strategies were found acceptable by medical students and have potential to elicit sustained improvement in their screening-diagnostic self-efficacy and opioid-related stigma.
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Affiliation(s)
- Evan L Eschliman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Karen Choe
- School of Global Public Health, New York University, New York, NY, USA
| | - Y Christine Fei
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Chris Kang
- School of Global Public Health, New York University, New York, NY, USA
| | - Jeffrey Koetje
- American Medical Student Association, Washington, DC, USA
| | - Alex Harocopos
- New York City Department of Health and Mental Hygiene, New York, NY, USA
| | - Melanie N Harris
- New York City Department of Health and Mental Hygiene, New York, NY, USA
| | - Julia DeWalt
- New York City Department of Health and Mental Hygiene, New York, NY, USA
| | | | | | - Lawrence H Yang
- School of Global Public Health, New York University, New York, NY, USA
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Beckett MK, Haas A, Saliba D, Martino SC, Orr N, Fuentes L, Binion J, Gaillot S, Gildner J, Elliott MN. Gaps in internet use narrowed among older adults with Medicare during the COVID-19 pandemic but persist. J Am Geriatr Soc 2024; 72:1283-1287. [PMID: 38190414 DOI: 10.1111/jgs.18735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/21/2023] [Accepted: 11/27/2023] [Indexed: 01/10/2024]
Affiliation(s)
| | - Ann Haas
- RAND Corporation, Pittsburgh, Pennsylvania, USA
| | - Debra Saliba
- RAND Corporation, Santa Monica, California, USA
- University of California Los Angeles Borun Center, Los Angeles, California, USA
- Los Angeles Veterans Administration GRECC, Los Angeles, California, USA
| | | | - Nate Orr
- RAND Corporation, Santa Monica, California, USA
| | - Lauren Fuentes
- Centers for Medicare & Medicaid Services, Baltimore, Maryland, USA
| | - Joy Binion
- Centers for Medicare & Medicaid Services, Baltimore, Maryland, USA
| | - Sarah Gaillot
- Centers for Medicare & Medicaid Services, Baltimore, Maryland, USA
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Wyte-Lake T, Cohen DJ, Williams S, Casey D, Chan M, Frank B, Levander XA, Stein D, White KK, Bailey SR. Patients' and Clinicians' Experiences with In-person, Video, and Phone Modalities for Opioid Use Disorder Treatment: A Qualitative Study. J Gen Intern Med 2024:10.1007/s11606-023-08586-6. [PMID: 38228990 DOI: 10.1007/s11606-023-08586-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/22/2023] [Indexed: 01/18/2024]
Abstract
BACKGROUND Opioid use disorder (OUD) is a chronic condition that requires regular visits and care continuity. Telehealth implementation has created multiple visit modalities for OUD care. There is limited knowledge of patients' and clinicians' perceptions and experiences related to multi-modality care and when different modalities might be best employed. OBJECTIVE To identify patients' and clinicians' experiences with multiple visit modalities for OUD treatment in primary care. DESIGN Comparative case study, using video- and telephone-based semi-structured interviews. PARTICIPANTS Patients being treated for OUD (n = 19) and clinicians who provided OUD care (n = 15) from two primary care clinics within the same healthcare system. APPROACH Using an inductive approach, interviews were analyzed to identify patients' and clinicians' experiences with receiving/delivering OUD care via different visit modalities. Clinicians' and patients' experiences were compared using a group analytical process. KEY RESULTS Patients and clinicians valued having multiple modalities available for care, with flexibility identified as a key benefit. Patients highlighted the decreased burden of travel and less social anxiety with telehealth visits. Similarly, clinicians reported that telehealth decreased medical intrusion into the lives of patients stable in recovery. Patients and clinicians saw the value of in-person visits when establishing care and for patients needing additional support. In-person visits allowed the ability to conduct urine drug testing, and to foster relationships and trust building, which were more difficult, but not impossible via a telehealth visit. Patients preferred telephone over video visits, as these were more private and more convenient. Clinicians identified benefits of video, including being able to both hear and see the patient, but often deferred to patient preference. CONCLUSIONS Considerations for utilization of visit modalities for OUD care were identified based on patients' needs and preferences, which often changed over the course of treatment. Continued research is needed determine how visit modalities impact patient outcomes.
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Affiliation(s)
- Tamar Wyte-Lake
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA.
| | - Deborah J Cohen
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Shannon Williams
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - David Casey
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Matt Chan
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Brian Frank
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Ximena A Levander
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Dan Stein
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Katie Kirkman White
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Steffani R Bailey
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
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Haley DF, Agoos ER, Yarbrough CR, Suen LW, Beletsky L. Missed Opportunities: Substance Use Hotline Operator Uncertainty of State Buprenorphine Prescribing via Telemedicine. J Addict Med 2024; 18:78-81. [PMID: 38126704 PMCID: PMC10873116 DOI: 10.1097/adm.0000000000001255] [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] [Indexed: 12/23/2023]
Abstract
OBJECTIVES We examined substance use hotline operator certainty of each US state and Washington, DC's endorsement of buprenorphine (initiation and continuation) prescribing via telemedicine. METHODS Between March and May 2021, we called hotlines in 50 US states and Washington, DC, requesting information on whether practitioners in that state could initiate or continue buprenorphine treatment for opioid use disorder (OUD) via telephone or video conference. We compared operator responses to state implementation of buprenorphine telemedicine initiation. This study was designated as not human subjects research by the Boston University Institutional Review Board. RESULTS We spoke with operators in 47 states and Washington, DC. Operators could not be reached in Alaska, California, and Montana. Most operators were uncertain (don't know, probably yes, probably no) whether the state permitted buprenorphine initiation (81%, n = 39) or continuation (83%, n = 40) via telemedicine. Practitioners could initiate buprenorphine prescribing via telemedicine in 7 states (100%) where operators were certain practitioners could initiate buprenorphine, 1 state (100%) where the operator was certain practitioners could not, and 6 states (86%) where operators indicated practitioners probably could not. CONCLUSIONS Most US states and Washington, DC, expanded the role of telemedicine in OUD treatment. However, most operators expressed uncertainty and sometimes communicated inaccurate information regarding whether practitioners could initiate buprenorphine treatment via telemedicine. There is an urgent need for policy mandates institutionalizing the role of telemedicine, and of buprenorphine specifically, in OUD treatment and for resources to train and support substance use hotline operators in this evolving policy environment.
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Affiliation(s)
- Danielle F. Haley
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
| | - Eleanor R. Agoos
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
| | - Courtney R. Yarbrough
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Leslie W. Suen
- Division of General Internal Medicine at Zuckerberg San Francisco General Hospital, Department of Medicine, University of California San Francisco, San Francisco, CA
| | - Leo Beletsky
- School of Law, Northeastern University, Boston, Massachusetts
- Department of Health Sciences, Bouve College of Health Sciences, Northeastern University, Boston, Massachusetts
- Health in Justice Action Lab, Northeastern University, Boston, Massachusetts
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Tay Wee Teck J, Butner JL, Baldacchino A. Understanding the use of telemedicine across different opioid use disorder treatment models: A scoping review. J Telemed Telecare 2023:1357633X231195607. [PMID: 37661829 DOI: 10.1177/1357633x231195607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
INTRODUCTION The COVID-19 pandemic has instigated the development of telemedicine-mediated provision of medications for opioid use disorder such as buprenorphine and methadone, referred to as TMOUD in this study. As services start to return to pre-pandemic norms, there is a debate around the role of TMOUD as addition to or replacement of the conventional cascade of care for people with opioid use disorder (PWOUD). This scoping review is designed to characterize existing TMOUD services and provide insights to enable a more nuanced discussion on the role of telemedicine in the care of PWOUD. METHODS The literature search was conducted in OVID Medline, CINAHL, and PsycINFO, from inception up to and including April 2023, using the Joanna Briggs Institute methodology for scoping reviews. The review considered any study design that detailed sufficient descriptive information on a given TMOUD service. A data extraction form was developed to collect and categorize a range of descriptive characteristics of each discrete TMOUD model identified from the obtained articles. RESULTS A total of 45 articles met the inclusion criteria, and from this, 40 discrete TMOUD services were identified. In total, 33 services were US-based, three from Canada, and one each from India, Ireland, the UK, and Norway. Through a detailed analysis of TMOUD service characteristics, four models of care were identified. These were TMOUD to facilitate inclusion health, to facilitate transitions in care, to meet complex healthcare needs, and to maintain opioid use disorder (OUD) service resilience. CONCLUSIONS Characterizing TMOUD according to its functional benefits to PWOUD and OUD services will help support evidence-based policy and practice. Additionally, particular attention is given to how digital exclusion of PWOUD can be mitigated against.
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Affiliation(s)
- Joseph Tay Wee Teck
- DigitAS Project, Population and Behavioural Science, School of Medicine, University of St Andrews, St Andrews, UK
- Forward Leeds and Humankind Charity, Durham, UK
| | - Jenna L Butner
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Alex Baldacchino
- DigitAS Project, Population and Behavioural Science, School of Medicine, University of St Andrews, St Andrews, UK
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Miller-Rosales C, Morden NE, Brunette MF, Busch SH, Torous JB, Meara ER. Provision of Digital Health Technologies for Opioid Use Disorder Treatment by US Health Care Organizations. JAMA Netw Open 2023; 6:e2323741. [PMID: 37459098 PMCID: PMC10352858 DOI: 10.1001/jamanetworkopen.2023.23741] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/31/2023] [Indexed: 07/20/2023] Open
Abstract
Importance Digital health technologies may expand organizational capacity to treat opioid use disorder (OUD). However, it remains unclear whether these technologies serve as substitutes for or complements to traditional substance use disorder (SUD) treatment resources in health care organizations. Objective To characterize the use of patient-facing digital health technologies for OUD by US organizations with accountable care organization (ACO) contracts. Design, Setting, and Participants This cross-sectional study analyzed responses to the 2022 National Survey of Accountable Care Organizations (NSACO), collected between October 1, 2021, and June 30, 2022, from US organizations with Medicare and Medicaid ACO contracts. Data analysis was performed between December 15, 2022, and January 6, 2023. Exposures Treatment resources for SUD (eg, an addiction medicine specialist, sufficient staff to treat SUD, medications for OUD, a specialty SUD treatment facility, a registry to identify patients with OUD, or a registry to track mental health for patients with OUD) and organizational characteristics (eg, organization type, Medicaid ACO contract). Main Outcomes and Measures The main outcomes included survey-reported use of 3 categories of digital health technologies for OUD: remote mental health therapy and tracking, virtual peer recovery support programs, and digital recovery support for adjuvant cognitive behavior therapy (CBT). Statistical analysis was conducted using descriptive statistics and multivariable logistic regression models. Results Overall, 276 of 505 organizations responded to the NSACO (54.7% response rate), with a total of 304 respondents. Of these, 161 (53.1%) were from a hospital or health system, 74 (24.2%) were from a physician- or medical group-led organization, and 23 (7.8%) were from a safety-net organization. One-third of respondents (101 [33.5%]) reported that their organization used at least 1 of the 3 digital health technology categories, including remote mental health therapy and tracking (80 [26.5%]), virtual peer recovery support programs (46 [15.1%]), and digital recovery support for adjuvant CBT (27 [9.0%]). In an adjusted analysis, organizations with an addiction medicine specialist (average marginal effect [SE], 32.3 [4.7] percentage points; P < .001) or a registry to track mental health (average marginal effect [SE], 27.2 [3.8] percentage points; P < .001) were more likely to use at least 1 category of technology compared with otherwise similar organizations lacking these capabilities. Conclusions and Relevance In this cross-sectional study of 276 organizations with ACO contracts, organizations used patient-facing digital health technologies for OUD as complements to available SUD treatment capabilities rather than as substitutes for unavailable resources. Future studies should examine implementation facilitators to realize the potential of emerging technologies to support organizations facing health care practitioner shortages and other barriers to OUD treatment delivery.
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Affiliation(s)
| | - Nancy E. Morden
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Lebanon, New Hampshire
- UnitedHealthcare, Minnetonka, Minnesota
| | - Mary F. Brunette
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Lebanon, New Hampshire
- Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire
- Bureau of Mental Health Services, New Hampshire Department of Health and Human Services, Concord
| | - Susan H. Busch
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
| | - John B. Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Ellen R. Meara
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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