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Sibley AL, Klein E, Cooper HLF, Livingston MD, Baker R, Walters SM, Gicquelais RE, Ruderman SA, Friedmann PD, Jenkins WD, Go VF, Miller WC, Westergaard RP, Crane HM. The relationship between felt stigma and non-fatal overdose among rural people who use drugs. Harm Reduct J 2024; 21:77. [PMID: 38582851 PMCID: PMC10998326 DOI: 10.1186/s12954-024-00988-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 03/19/2024] [Indexed: 04/08/2024] Open
Abstract
BACKGROUND Drug overdose deaths in the United States exceeded 100,000 in 2021 and 2022. Substance use stigma is a major barrier to treatment and harm reduction utilization and is a priority target in ending the overdose epidemic. However, little is known about the relationship between stigma and overdose, especially in rural areas. We aimed to characterize the association between felt stigma and non-fatal overdose in a multi-state sample of rural-dwelling people who use drugs. METHODS Between January 2018 and March 2020, 2,608 people reporting past 30-day opioid use were recruited via modified chain-referral sampling in rural areas across 10 states. Participants completed a computer-assisted survey of substance use and substance-related attitudes, behaviors, and experiences. We used multivariable logistic regression with generalized estimating equations to test the association between felt stigma and recent non-fatal overdose. RESULTS 6.6% of participants (n = 173) reported an overdose in the past 30 days. Recent non-fatal overdose was significantly associated with felt stigma after adjusting for demographic and substance use-related covariates (aOR: 1.47, 95% CI: 1.20-1.81). The association remained significant in sensitivity analyses on component fear of enacted stigma items (aOR: 1.48, 95% CI: 1.20-1.83) and an internalized stigma item (aOR: 1.51, 95% CI: 1.07-2.14). CONCLUSIONS Felt stigma related to substance use is associated with higher risk of non-fatal overdose in rural-dwelling people who use drugs. Stigma reduction interventions and tailored services for those experiencing high stigma are underutilized approaches that may mitigate overdose risk.
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Affiliation(s)
- Adams L Sibley
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr, Chapel Hill, NC, 27599, USA.
| | - Emma Klein
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Hannah L F Cooper
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Melvin D Livingston
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Robin Baker
- OHSU-PSU School of Public Health, Oregon Health & Science University, 1810 SW 5th Ave, Suite 510, Portland, OR, 97201, USA
| | - Suzan M Walters
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, 180 Madison, New York, NY, 10016, USA
| | - Rachel E Gicquelais
- School of Nursing, University of Wisconsin-Madison, 4257 Signe Skott Cooper Hall, 701 Highland Avenue, Madison, WI, 53705, USA
| | - Stephanie A Ruderman
- Department of Medicine, University of Washington, Harborview Medical Center, 325 9th Ave, Box 359931, Seattle, WA, USA
| | - Peter D Friedmann
- University of Massachusetts Chan Medical School-Baystate and Baystate Health, 3601 Main St, Springfield, MA, 01199, USA
| | - Wiley D Jenkins
- Southern Illinois University School of Medicine, 201 E Madison Street, Springfield, IL, 62702, USA
| | - Vivian F Go
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr, Chapel Hill, NC, 27599, USA
| | - William C Miller
- Department of Epidemiology, UNC Gillings School of Global Public Health, CB#8050, 3rd Floor Carolina Square, Chapel Hill, NC, 27516, USA
| | - Ryan P Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI, 53705-2281, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington, Mail Stop 359931, Seattle, WA, 98104, USA
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Sibley AL, Colston DC, Go VF. Interventions to reduce self-stigma in people who use drugs: A systematic review. J Subst Use Addict Treat 2024; 159:209284. [PMID: 38159909 DOI: 10.1016/j.josat.2023.209284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 11/29/2023] [Accepted: 12/20/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Substance use stigma is a key barrier to treatment and harm reduction engagement among people who use drugs (PWUD). Previous systematic reviews have focused on interventions to reduce stigma in healthcare providers and the public; less is known about interventions to address self-stigma among PWUD. The purpose of this review is to evaluate the evidence for substance use self-stigma reduction interventions. METHODS We reviewed English-language studies published between 2011 and 2023 using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (PROSPERO #CRD42022321305). We searched seven bibliographic databases (PubMed; SCOPUS; APA PsycInfo; CINAHL; Social Work Abstracts; Sociological Abstracts; ProQuest Dissertations & Theses). This review included studies if 1) they evaluated the effectiveness of a psychosocial intervention, 2) participants were PWUD, 3) authors reported self-stigma as a primary outcome, 4) the study design was experimental or quasi-experimental. We reviewed, interpreted and reported intervention characteristics and effectiveness using narrative synthesis. We assessed study quality with the Downs & Black checklist. RESULTS Among 1195 screened studies, 15 met the inclusion criteria (N = 2280 PWUD). We categorized the interventions according to three approaches: psychotherapeutic (n = 8), psychoeducational (n = 5), and multimodal (n = 2). Most interventions were delivered in clinical settings (n = 11) and in a group format (n = 13). Study quality was fair-to-good and included nine randomized controlled trials (RCTs) and six quasi-experiments. Measurement heterogeneity was high, with 11 different stigma-related scales used across the 15 studies. Eleven studies showed significant favorable effects in at least one stigma measure. Six of these demonstrated positive effects in all stigma measures. Evidence was mixed for all three intervention categories; however, Acceptance and Commitment Therapy, a form of group psychotherapy, demonstrated effectiveness in four of five RCTs incorporating this approach. CONCLUSIONS Overall, there is promising evidence for the effectiveness of substance use self-stigma interventions, although more studies are needed to determine which approaches are most effective. Consistent conceptualization and measurement of self-stigma across studies will improve comparability in future intervention trials. Current offerings are largely limited to clinical settings and group-based formats; self-help interventions, available for other stigmatized conditions, could be developed to serve the majority of PWUD not engaged in treatment.
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Affiliation(s)
- Adams L Sibley
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA.
| | - David C Colston
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA.
| | - Vivian F Go
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA.
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Rains A, Sibley AL, Levander XA, Walters SM, Nolte K, Colston DC, Piscalko HM, Go VF, Friedmann PD, Seal DW. "I would do anything but that": Attitudes towards sex work among rural people who use drugs. Int J Drug Policy 2023; 122:104237. [PMID: 37865053 PMCID: PMC10842447 DOI: 10.1016/j.drugpo.2023.104237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 10/15/2023] [Accepted: 10/16/2023] [Indexed: 10/23/2023]
Abstract
BACKGROUND Stigma towards people who use drugs and those who engage in sex work is well-documented, leading to consequences such as reduced access to health services and support, especially in rural milieus. Stigma reduction has been recognized as a priority in the opioid overdose crisis, but little attention has been paid to within-group attitudes and beliefs. This study aimed to explore how people who use drugs in rural counties across the United States appraise sex work by themselves or other community members. METHODS Qualitative interview data came from the Rural Opioid Initiative (ROI), a project coordinated by research teams across 65 rural counties in 10 states. Interviews were individual and conducted from 2018 to 2020. All participants reported past 30-day opioid use and/or any injection drug use. A working group coded the data, then used an iterative inductive-deductive approach to organize data into themes of stigma among people who use drugs, focusing on stigma towards sex work. RESULTS Across sites, 355 interviews were conducted. Mean participant age was 36, 55 % of participants were male, and 93 % were white. Participants expressed negative attitudes towards sex work as a function of its criminal-legal repercussions or framed sex work as morally transgressive. Many appraisals were gendered, with the behavior conveyed as being "easier" for women who were often described as "whores," with more neutral terms used to describe men. Some viewed sex work as an implicit "exchange" for drugs. Several participants noted a lack of agency as a feature leading to involvement in sex work, with partner power dynamics influencing an individual's behavior. Finally, a few participants acknowledged the circumstances under which they would newly engage in sex work. CONCLUSION We identified several patterns by which people who use drugs evaluate community members who sell sex. These included gendered and morally-charged forms of stigma, which may represent barriers to community acceptance and support among this subgroup.
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Affiliation(s)
- Alex Rains
- University of Chicago Pritzker School of Medicine, 5841 S. Maryland Avenue, Chicago, IL 60637, USA.
| | - Adams L Sibley
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA
| | - Ximena A Levander
- Division of General Internal Medicine & Geriatrics, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Suzan M Walters
- Division of Epidemiology, Department of Population Health, NYU Langone Health, 180 Madison, New York, NY 10018, USA
| | - Kerry Nolte
- Department of Nursing, College of Health and Human Services, University of New Hampshire, Hewitt Hall, 4 Library Way, Durham, NH 03824, USA
| | - David C Colston
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA
| | - Hannah M Piscalko
- Division of Epidemiology, The Ohio State University College of Public Health, Cunz Hall 1841 Neil Ave, Columbus, OH 43210, USA
| | - Vivian F Go
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC 27599, USA
| | - Peter D Friedmann
- Baystate Health and UMass Chan Medical School-Baystate, Office of Research, 3601 Main Street, 3rd Floor, Springfield, MA 01199, USA
| | - David W Seal
- Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 2200, New Orleans, LA 70112, USA
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Sibley AL, Baker R, Levander XA, Rains A, Walters SM, Nolte K, Colston DC, Piscalko HM, Schalkoff CA, Bianchet E, Chen S, Dowd P, Jaeb M, Friedmann PD, Fredericksen RJ, Seal DW, Go VF. "I am not a junkie": Social categorization and differentiation among people who use drugs. Int J Drug Policy 2023; 114:103999. [PMID: 36905779 PMCID: PMC10066877 DOI: 10.1016/j.drugpo.2023.103999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/13/2023]
Abstract
BACKGROUND Substance use stigma is a form of group-based exclusion, and delineating pathways from stigma to poor health requires a deeper understanding of the social dynamics of people who use drugs (PWUD). Outside of recovery, scant research has examined the role of social identity in addiction. Framed by Social Identity Theory/Self-Categorization Theory, this qualitative study investigated strategies of within-group categorization and differentiation among PWUD and the roles these social categories may play in shaping intragroup attitudes, perceptions, and behaviors. METHODS Data come from the Rural Opioid Initiative, a multi-site study of the overdose epidemic in rural United States. We conducted in-depth interviews with people who reported using opioids or injecting any drug (n=355) living in 65 counties across 10 states. Interviews focused on participants' biographical histories, past and current drug use, risk behaviors, and experiences with healthcare providers and law enforcement. Social categories and dimensions along which categories were evaluated were inductively identified using reflexive thematic analysis. RESULTS We identified seven social categories that were commonly appraised by participants along eight evaluative dimensions. Categories included drug of choice, route of administration, method of attainment, gender, age, genesis of use, and recovery approach. Categories were evaluated by participants based on ascribed characteristics of morality, destructiveness, aversiveness, control, functionality, victimhood, recklessness, and determination. Participants performed nuanced identity work during interviews, including reifying social categories, defining 'addict' prototypicality, reflexively comparing self to other, and disidentifying from the PWUD supra-category. CONCLUSION We identify several facets of identity, both behavioral and demographic, along which people who use drugs perceive salient social boundaries. Beyond an addiction-recovery binary, identity is shaped by multiple aspects of the social self in substance use. Patterns of categorization and differentiation revealed negative intragroup attitudes, including stigma, that may hinder solidary-building and collective action in this marginalized group.
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Affiliation(s)
- Adams L Sibley
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC, 27599, USA.
| | - Robin Baker
- OHSU-PSU School of Public Health, Oregon Health & Science University, 1805 SW 4th Ave, Suite 510, Portland, OR, 97201, USA
| | - Ximena A Levander
- Division of General Internal Medicine & Geriatrics, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Alex Rains
- University of Chicago Pritzker School of Medicine, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA
| | - Suzan M Walters
- Department of Epidemiology, School of Global Public Health, New York University, 708 Broadway, New York, NY 10003, USA
| | - Kerry Nolte
- Department of Nursing, College of Health and Human Services, University of New Hampshire, Hewitt Hall, 4 Library Way, Durham, NH, 03824, USA
| | - David C Colston
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
| | - Hannah M Piscalko
- Division of Epidemiology, The Ohio State University College of Public Health, Cunz Hall 1841 Neil Ave, Columbus, OH, 43210, USA
| | - Christine A Schalkoff
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
| | - Elyse Bianchet
- Baystate Medical Center, University of Massachusetts, Office of Research, UMass Chan Medical School-Baystate, 3601 Main Street, 3rd Floor, Springfield, MA, 01199, USA
| | - Samuel Chen
- University of Chicago Pritzker School of Medicine, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA
| | - Patrick Dowd
- Baystate Medical Center, University of Massachusetts, Office of Research, UMass Chan Medical School-Baystate, 3601 Main Street, 3rd Floor, Springfield, MA, 01199, USA
| | - Michael Jaeb
- School of Nursing, University of Wisconsin-Madison, 4244 #4 Signe Skott Cooper Hall, 701 Highland Avenue, Madison, WI, 53705, USA
| | - Peter D Friedmann
- Baystate Medical Center, University of Massachusetts, Office of Research, UMass Chan Medical School-Baystate, 3601 Main Street, 3rd Floor, Springfield, MA, 01199, USA
| | - Rob J Fredericksen
- University of Washington Harborview Medical Center, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
| | - David W Seal
- Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 2210, New Orleans, LA, 70112, USA
| | - Vivian F Go
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
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Rutstein SE, Sibley AL, Huffstetler HE, Nguyen TTD, Tran HV, Le Minh G, Sripaipan T, Nguyen M, Miller WC, Eron JJ, Gay CL, Go VF. Acceptability and feasibility of long-acting injectable antiretroviral therapy for HIV-infected persons who inject drugs in Vietnam: A qualitative study. Lancet Reg Health West Pac 2023; 31:100603. [PMID: 36879789 PMCID: PMC9985034 DOI: 10.1016/j.lanwpc.2022.100603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
BACKGROUND In Vietnam, HIV prevalence among people who inject drugs (PWID) is several times higher than in the general population (15% versus 0.3%). PWID also experience higher rates of HIV-related mortality, driven by poor antiretroviral therapy (ART) adherence. Long-acting injectable ART (LAI) is a compelling opportunity to improve treatment outcomes, but acceptability and feasibility among HIV-infected PWID remains unexplored. METHODS We conducted key informant in-depth interviews in Hanoi, Vietnam (February-November 2021). Participants were purposively sampled and included policymakers, ART clinic staff, and HIV-infected PWID. We applied the Consolidated Framework for Implementation Research to guide study design and analysis, using thematic coding to develop and iteratively refine a codebook and characterize barriers and facilitators to LAI implementation. FINDINGS We interviewed 38 key stakeholders: 19 PWID, 14 ART clinic staff, and five policymakers. Participants were enthusiastic about LAI convenience, highlighting less frequent and more discreet dosing. However, contrasting providers, several policymakers suggested LAI was not needed given perceived exceptional oral ART outcomes and rare viral failure among PWID. Policymakers also criticized strategies prioritizing PWID for LAI, emphasizing equity, whereas providers identified PWID as an ideal population for LAI given adherence challenges. LAI complexity, including storage and administration logistics, were deemed surmountable with training and resources. Finally, providers and policymakers acknowledged that adding LAI to drug formularies was key, but an onerous process. INTERPRETATION Although anticipated to be resource-intensive, LAI was a welcome addition for interviewed stakeholders and likely an acceptable alternative to oral ART among PWID living with HIV in Vietnam. Despite enthusiasm among PWID and providers that LAI could improve viral outcomes, some policymakers-whose buy-in is critical to LAI implementation-opposed strategies that preferentially distributed LAI to PWID, highlighting values of equity and revealing differences in perceived HIV outcomes among PWID. Results provide a vital foundation for developing LAI implementation strategies. FUNDING Supported by National Institutes of Health.
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Affiliation(s)
- Sarah E. Rutstein
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, 130 Mason Farm Rd, Chapel Hill, North Carolina 27599, USA
| | - Adams L. Sibley
- Department of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, North Carolina 27599, USA
| | - Hanna E. Huffstetler
- Department of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, North Carolina 27599, USA
| | | | | | | | - Teerada Sripaipan
- Department of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, North Carolina 27599, USA
| | - Minh Nguyen
- Department of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, North Carolina 27599, USA
| | - William C. Miller
- Department of Epidemiology, The Ohio State University, 1841 Neil Ave, Columbus, Ohio 43210, USA
| | - Joseph J. Eron
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, 130 Mason Farm Rd, Chapel Hill, North Carolina 27599, USA
| | - Cynthia L. Gay
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, 130 Mason Farm Rd, Chapel Hill, North Carolina 27599, USA
| | - Vivian F. Go
- Department of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, North Carolina 27599, USA
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Rutstein SE, Sibley AL, Nguyen TTD, Tran HV, Giang LM, Sripaipan T, Nguyen M, Huffstetler HE, Miller WC, Eron JJ, Gay CL, Go VF. 1253. Acceptability and feasibility of long-acting injectable antiretroviral therapy for persons who inject drugs in Vietnam: using the Consolidated Framework on Implementation Research to identify determinants and inform implementation strategies. Open Forum Infect Dis 2022. [DOI: 10.1093/ofid/ofac492.1084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Abstract
Background
Long-acting injectable antiretroviral therapy (LAI) is an exciting alternative to daily oral ART. Less frequent dosing afforded by LAI may be especially pertinent for persons who inject drugs (PWID), who experience more HIV-related mortality largely driven by inadequate ART adherence. We used the Consolidated Framework on Implementation Research (CFIR) to characterize determinants of LAI implementation, focusing on use among PWID, in Hanoi, Vietnam.
Methods
We conducted in-depth interviews with HIV-infected PWID, ART providers, and policymakers using purposive sampling, recruiting respondents with diverse ART experience from public HIV/ART clinics and national regulatory agencies. Participants were briefed regarding LAI ART, including administration, effectiveness, side effects, and dosing frequency. Data were coded and analyzed using thematic analysis.
Results
We interviewed 19 PWID, 14 providers, and five policymakers (February-November, 2021). We identified recurrent themes in CFIR domains. Intervention: All informants were excited about LAI, citing convenience and discrete dosing as major facilitators. Surprisingly, provider concerns, including more frequent clinic visits and injection reactions, were rarely voiced by PWID who described monthly injections as similar to current visit frequency and cited “high pain tolerance.” Outer: Providers and policymakers were eager to offer patients ART choice but were divided as to if LAI distribution should proceed with sub-population prioritization. Inner: Providers described personnel and clinic logistic concerns but were confident these could be addressed. Individual: Providers were motivated and confident in their ability to deliver LAI. Process: Transitions to new ART and provision of COVID-19 vaccines were frequently invoked by providers and policymakers as interventions informing LAI implementation. FigureDeterminants of LAI ART implementation in Vietnam using the domains of the Consolidated Framework on Implementation Research
Conclusion
Using CFIR, we identified multiple determinants of LAI implementation in Vietnam. Stakeholders agreed that LAI was feasible and acceptable. Medication tolerance and efficacy concerns highlight the importance of patient and provider education. Areas where stakeholders diverge should be considered in designing LAI implementation strategies.
Disclosures
Joseph J. Eron, MD, Adagio Therapeutics: data safety monitoring committee|Gilead Sciences: Advisor/Consultant|Gilead Sciences: Grant/Research Support|Glaxo Smith Kline: Advisor/Consultant|Merck: Advisor/Consultant|ViiV Healthcare: Advisor/Consultant|ViiV Healthcare: Grant/Research Support.
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Affiliation(s)
| | | | | | | | | | - Teerada Sripaipan
- University of North Carolina at Chapel Hill , Chapel Hill, North Carolina
| | - Minh Nguyen
- University of North Carolina , Chapel Hill, North Carolina
| | | | | | - Joseph J Eron
- University of North Carolina at Chapel Hill School of Medicine , Chapel Hill, North Carolina
| | | | - Vivian F Go
- UNC-Chapel Hill , Chapel Hill, North Carolina
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Brook DL, Schalkoff C, Piscalko HM, Sibley AL, Kline D, Lancaster K, Go V, Miller W. 914. The Relationship Between Buprenorphine Maintenance Therapy and Hepatitis C Virus Infection, Testing, and Treatment in Southern Appalachian Ohio. Open Forum Infect Dis 2021. [DOI: 10.1093/ofid/ofab466.1109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
The hepatitis C virus (HCV) epidemic in the United States is primarily among young people who use drugs (PWUD), especially in rural and Appalachian regions. Buprenorphine maintenance therapy (BMT) may indirectly prevent HCV infection by reducing injection drug use. We aim to assess the relationship between BMT and HCV infection, testing, and treatment among rural PWUD.
Methods
We conducted a cross-sectional respondent driven sampling survey of 243 PWUD adults in southern Appalachian Ohio from May to November 2019. Participants completed audio computer-assisted self-interview and were tested for HCV antibodies. We defined recent BMT use as self-reported BMT in the past 30 days and prior BMT use as self-reported BMT any time prior to the past 30 days. HCV antibody positive participants were incentivized to receive confirmatory HCV RNA testing. We fit log-binomial regression models to assess the relationship between BMT and HCV infection, testing, and treatment.
Results
72% of participants were HCV antibody positive (n=175). 31% (n=54) of antibody positive participants received an RNA test; of those, 96% (n=52) were HCV RNA positive. Compared to participants with no history of BMT, those with prior BMT were more likely to be HCV antibody positive (PR=1.3, 95% CI: 1.1-1.6) and to have been tested for HCV (PR=1.3 95% CI: 1.1-1.5); they were somewhat more likely to have been treated for HCV (PR=1.3 95% CI: 0.5-3.4). Compared to participants with no history of BMT, those reporting recent BMT had similar HCV antibody positivity (PR=1.1 95% CI: 0.9-1.5) but were more likely to have been tested (PR=1.3 95% CI: 1.1-1.6) and possibly more likely to have been treated for HCV (PR=2.0 95% CI: 0.6-5.9). Compared to those with a prior BMT, people with recent BMT use had slightly lower HCV antibody positivity (PR=0.8 95% CI: 0.7-1.1) and possibly higher prevalence of HCV treatment (PR=1.5 95% CI: 0.6-3.8) but had similar prevalence of HCV testing (PR=1.0 95% CI: 0.9-1.2).
Conclusion
Participants with a recent history of BMT were more likely to have been tested for HCV and possibly to have received prior treatment. Participants with prior BMT were more likely to be antibody positive and to have tested for HCV. Improved coordination between BMT and HCV care may increase HCV treatment among rural PWUD.
Disclosures
All Authors: No reported disclosures
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Affiliation(s)
| | | | | | - Adams L Sibley
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | | | - Vivian Go
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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Rohde JA, Sibley AL, Noar SM. Topics Analysis of Reddit and Twitter Posts Discussing Inflammatory Bowel Disease and Distress From 2017 to 2019. Crohns Colitis 360 2021; 3:otab044. [PMID: 36776642 PMCID: PMC9802272 DOI: 10.1093/crocol/otab044] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Indexed: 11/13/2022] Open
Abstract
Background Social media platforms are popular tools for people with inflammatory bowel disease (IBD) to seek support. In the current study, we sought to examine and characterize IBD and distress discourse on public social media platforms. Our goal was to identify topics associated with these online discussions. Methods We collected public social media posts about IBD and distress from Reddit (N = 40 625) and Twitter (N = 40 306) published between September 2017 and August 2019. We created a term-based dictionary to characterize posts based on 8 different, nonmutually exclusive topics: (1) symptoms, (2) medication, (3) nutrition, (4) procedures, (5) marijuana, (6) stigma, (7) ostomy, and (8) intimacy. We used descriptive statistics to characterize the frequency and order the prevalence of the topics on the 2 platforms, and to assess topic co-occurrences among posts. Results Most Reddit (79%) and Twitter (56%) posts mentioned at least 1 IBD topic. The order of topic prevalence was the same for the 2 platforms. Symptoms was the most mentioned topic (Reddit: 57%, Twitter 36%), followed by medication (Reddit: 30%, Twitter 11%), and nutrition (Reddit: 27%, Twitter 9%). Intimacy was the least mentioned topic (Reddit: 2%, Twitter: <1%). Topic co-occurrences varied by platform. Most Reddit posts (57%) mentioned at least 2 IBD topics, whereas only 27% of tweets mentioned multiple IBD topics. Conclusions This study contributes to a growing literature examining how IBD is discussed on social media-specifically, in distress-related contexts on Reddit and Twitter. These cross-platform findings highlight important areas potentially associated with IBD-related distress, which could help facilitate future support.
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Affiliation(s)
- Jacob A Rohde
- Hussman School of Journalism and Media, University of North Carolina, Chapel Hill, North Carolina, USA,Address correspondence to: Jacob A. Rohde, PhD, Hussman School of Journalism and Media, 382 Carroll Hall (CB 3365), University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3365, USA ()
| | - Adams L Sibley
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Seth M Noar
- Hussman School of Journalism and Media, University of North Carolina, Chapel Hill, North Carolina, USA,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
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Brook DL, Hetrick AT, Chettri SR, Schalkoff CA, Sibley AL, Lancaster KE, Go VF, Miller WC, Kline DM. The Relationship Between Hepatitis C Virus Rates and Office-Based Buprenorphine Access in Ohio. Open Forum Infect Dis 2021; 8:ofab242. [PMID: 34159217 PMCID: PMC8214012 DOI: 10.1093/ofid/ofab242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 05/10/2021] [Indexed: 11/21/2022] Open
Abstract
Background The United States is experiencing an epidemic of hepatitis C virus (HCV) infections due to injection drug use, primarily of opioids and predominantly in rural areas. Buprenorphine, a medication for opioid use disorder, may indirectly prevent HCV transmission. We assessed the relationship of HCV rates and office-based buprenorphine prescribing in Ohio. Methods We conducted an ecological study of the county-level (n = 88) relationship between HCV case rates and office-based buprenorphine prescribing in Ohio. We fit adjusted negative binomial models between the county-level acute and total HCV incidence rates during 2013–2017 and 1) the number of patients in each county that could be served by office-based buprenorphine (prescribing capacity) and 2) the number served by office-based buprenorphine (prescribing frequency) from January–March, 2018. Results For each 10% increase in acute HCV rate, office-based buprenorphine prescribing capacity differed by 1% (95% CI: –1%, 3%). For each 10% increase in total HCV rate, office-based buprenorphine prescribing capacity was 12% (95% CI: 7%, 17%) higher. For each 10% increase in acute HCV rate, office-based buprenorphine prescribing frequency was 1% (95% CI: –1%, 3%) higher. For each 10% increase in total HCV rate, office-based buprenorphine prescribing frequency was 14% (95% CI: 7%, 20%) higher. Conclusions Rural counties in Ohio have less office-based buprenorphine and higher acute HCV rates versus urban counties, but a similar relationship between office-based buprenorphine prescribing and HCV case rates. To adequately prevent and control HCV rates, certain rural counties may need more office-based buprenorphine prescribing in areas with high HCV case rates.
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Affiliation(s)
- Daniel L Brook
- Division of Epidemiology, The Ohio State University College of Public Health, Columbus, Ohio, USA.,Medical Scientist Training Program, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Angela T Hetrick
- Division of Epidemiology, The Ohio State University College of Public Health, Columbus, Ohio, USA
| | - Shibani R Chettri
- Division of Epidemiology, The Ohio State University College of Public Health, Columbus, Ohio, USA
| | - Christine A Schalkoff
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Adams L Sibley
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kathryn E Lancaster
- Division of Epidemiology, The Ohio State University College of Public Health, Columbus, Ohio, USA
| | - Vivian F Go
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - William C Miller
- Division of Epidemiology, The Ohio State University College of Public Health, Columbus, Ohio, USA
| | - David M Kline
- Center for Biostatistics, Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, Ohio, USA
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Schalkoff CA, Richard EL, Piscalko HM, Sibley AL, Brook DL, Lancaster KE, Miller WC, Go VF. "Now We Are Seeing the Tides Wash In": Trauma and the Opioid Epidemic in Rural Appalachian Ohio. Subst Use Misuse 2021; 56:650-659. [PMID: 33678117 PMCID: PMC8276036 DOI: 10.1080/10826084.2021.1887248] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: Ohio's opioid epidemic continues to progress, severely affecting its rural Appalachian counties-areas marked by high mortality rates, widespread economic challenges, and a history of extreme opioid overprescribing. Substance use may be particularly prevalent in the region due to interactions between community and interpersonal trauma. Purpose/Objectives: We conducted qualitative interviews to explore the local context of the epidemic and the contributing role of trauma. Methods: Two interviewers conducted in-depth interviews (n = 34) with stakeholders in three rural Appalachian counties, including healthcare and substance use treatment professionals, law enforcement officials, and judicial officials. Semi-structured interview guides focused on the social, economic, and historical context of the opioid epidemic, perceived causes and effects of the epidemic, and ideas for addressing the challenge. Results: Stakeholders revealed three pervasive forms of trauma related to the epidemic in their communities: environmental/community trauma (including economic and historical distress), physical/sexual trauma, and emotional trauma. Traumas interact with one another and with substance use in a self-perpetuating cycle. Although stakeholders in all groups discussed trauma from all three categories, their interpretation and proposed solutions differed, leading to a fragmented epidemic response. Participants also discussed the potential of finding hope and community through efforts to address trauma and substance use. Conclusions: Findings lend support to the cyclical relationship between trauma and substance use, as well as the importance of environmental and community trauma as drivers of the opioid epidemic. Community-level and trauma-informed interventions are needed to increase stakeholder consensus around treatment and prevention strategies, as well as to strengthen community organization networks and support community resilience. Supplemental data for this article is available online at https://doi.org/10.1080/10826084.2021.1887248.
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Affiliation(s)
- Christine A. Schalkoff
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, US
| | - Emma L. Richard
- The Ohio State University College of Public Health, Ohio State University, Columbus, OH 43210, USA
| | - Hannah M. Piscalko
- The Ohio State University College of Public Health, Ohio State University, Columbus, OH 43210, USA
| | - Adams L. Sibley
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, US
| | - Daniel L. Brook
- The Ohio State University College of Public Health, Ohio State University, Columbus, OH 43210, USA
| | - Kathryn E. Lancaster
- The Ohio State University College of Public Health, Ohio State University, Columbus, OH 43210, USA
| | - William C. Miller
- The Ohio State University College of Public Health, Ohio State University, Columbus, OH 43210, USA
| | - Vivian F. Go
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, US
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11
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Brook DL, Chettri S, Hetrick A, Sibley AL, Schalkoff C, Lancaster K, Go V, Kline D, Miller W. 1053. The Ecological Relationship Between County-Level HCV Case Rates and Office-Based Buprenorphine in Ohio. Open Forum Infect Dis 2020. [PMCID: PMC7776275 DOI: 10.1093/ofid/ofaa439.1239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background The United States is experiencing an epidemic of hepatitis C virus (HCV) infections due to injection drug use, especially in rural areas. Counties may be expanding access to buprenorphine, an evidence-based treatment that has been shown to reduce injection drug use, to control the HCV epidemic. We assessed the county-level relationship between HCV rates in 2013-2015 and office-based buprenorphine prescribing in 2018 in Ohio. We also assessed if this relationship varied between rural and urban counties. Methods We fit crude and adjusted negative binomial models to assess the relationship between HCV incidence rates in 2013-2015 and office-based buprenorphine prescribing capacity and frequency in Ohio in 2018. We examined effect measure modification of this relationship by rural-urban status using an interaction term. Results We found that a 1% higher acute HCV rate was associated with an 18% (95% Confidence Interval [CI]: -3%, 44%) higher office-based buprenorphine prescribing capacity and an 22% (95% CI: -4%, 55%) higher office-based buprenorphine prescribing frequency. We found that a 1% higher total HCV rate was associated with a 239% (95% CI: 179%, 317%) higher office-based buprenorphine prescribing capacity and a 273% (95% CI: 183%, 405%) higher office-based buprenorphine prescribing frequency. We found no evidence of effect measure modification by rural-urban status. Conclusion Counties across Ohio may have expanded access to office-based buprenorphine in response to high rates of total HCV. Expansion of office-based buprenorphine may be less associated with acute HCV rates due to the low frequency with which these cases are seen in outpatient settings. Disclosures All Authors: No reported disclosures
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Affiliation(s)
| | | | | | - Adams L Sibley
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | | | - Vivian Go
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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12
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Sibley AL, Schalkoff CA, Richard EL, Piscalko HM, Brook DL, Lancaster KE, Miller WC, Go VF. "I Was Raised in Addiction": Constructions of the Self and the Other in Discourses of Addiction and Recovery. Qual Health Res 2020; 30:2278-2290. [PMID: 33148139 PMCID: PMC7649922 DOI: 10.1177/1049732320948829] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The aim of this article is to address how conceptualizations of addiction shape the lived experiences of people who use drugs (PWUDs) during the current opioid epidemic. Using a discourse analytic approach, we examine interview transcripts from 27 PWUDs in rural Appalachian Ohio. We investigate the ways in which participants talk about their substance use, what these linguistic choices reveal about their conceptions of self and other PWUDs, and how participants' discursive caches might be constrained by or defined within broader social discourses. We highlight three subject positions enacted by participants during the interviews: addict as victim of circumstance, addict as good Samaritan, and addict as motivated for change. We argue participants leverage these positions to contrast themselves with a reified addict-other whose identity carries socially ascribed characteristics of being blameworthy, immoral, callous, and complicit. We implicate these processes in the perpetuation of intragroup stigma and discuss implications for intervention.
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Affiliation(s)
- Adams L. Sibley
- The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Adams L. Sibley, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, 302 Rosenau Hall, 135 Dauer Drive CB7440, Chapel Hill, NC 27599, USA.
| | | | | | | | | | | | | | - Vivian F. Go
- The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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13
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Richard EL, Schalkoff CA, Piscalko HM, Brook DL, Sibley AL, Lancaster KE, Miller WC, Go VF. "You are not clean until you're not on anything": Perceptions of medication-assisted treatment in rural Appalachia. Int J Drug Policy 2020; 85:102704. [PMID: 32173274 DOI: 10.1016/j.drugpo.2020.102704] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 01/19/2020] [Accepted: 02/16/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Medication-assisted treatment (MAT) is an evidence-based strategy to treat opioid use disorder (OUD). However, MAT-related stigma reduces MAT uptake, which is particularly low in rural areas. To date, perceptions and attitudes towards MAT in rural settings have not been described. OBJECTIVE This qualitative study aims to characterize perceptions and attitudes towards MAT and the environmental factors contributing to these views in Appalachian Ohio. METHODS From February to July 2018, semi-structured interviews were conducted with 34 stakeholders (12 healthcare professionals, 12 substance use treatment providers, 7 law enforcement agents and judicial officials, and 3 members of relevant organizations) in three rural counties in Appalachian Ohio. Interviews were transcribed, coded, and analyzed to characterize the risk environment and participants' perceptions and attitudes towards MAT. RESULTS Participants expressed or described pervasive MAT-related stigma in the region. Participants consistently described three elements of the environment affecting stigma: (1) a "conservative" culture in which abstinence is necessary to be in recovery successfully, (2) fear of medication diversion and abuse, and (3) drug court policies that keep MAT out of the criminal justice system. CONCLUSION MAT-related stigma will need to be addressed to tackle the opioid epidemic through evidence-based treatment effectively.
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Affiliation(s)
- Emma L Richard
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA.
| | - Christine A Schalkoff
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Hannah M Piscalko
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Daniel L Brook
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Adams L Sibley
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kathryn E Lancaster
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - William C Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Vivian F Go
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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