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Tully DC, Power KA, Sarette J, Stopka TJ, Friedmann PD, Korthuis PT, Cooper H, Young AM, Seal DW, Westergaard RP, Allen TM. Validation of dried blood spots for capturing hepatitis C virus diversity for genomic surveillance. J Viral Hepat 2024; 31:266-270. [PMID: 38366329 PMCID: PMC11023755 DOI: 10.1111/jvh.13924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 12/14/2023] [Accepted: 01/17/2024] [Indexed: 02/18/2024]
Abstract
Dried blood spots (DBS) have emerged as a promising alternative to traditional venous blood for hepatitis C virus (HCV) testing. However, their capacity to accurately reflect the genetic diversity of HCV remains poorly understood. We employed deep sequencing and advanced phylogenetic analyses on paired plasma and DBS samples from two common subtypes to evaluate the suitability of DBS for genomic surveillance. Results demonstrated that DBS captured equivalent viral diversity compared to plasma with no phylogenetic discordance observed. The ability of DBS to accurately reflect the profile of viral genetic diversity suggests it may be a promising avenue for future surveillance efforts to curb HCV outbreaks.
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Affiliation(s)
- Damien C. Tully
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Center for Mathematical Modelling of Infectious Disease, London School of Hygiene and Tropical Medicine, London, UK
| | - Karen A. Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Jacklyn Sarette
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Thomas J. Stopka
- Tufts University School of Medicine, Department of Public Health and Community Medicine, 136 Harrison Avenue, Boston, MA, 02111, 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
| | - P. Todd Korthuis
- Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR, 97239, USA
| | - Hannah Cooper
- Rollins School of Public Health, Emory University, Grace Crum Rollins Building 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - April M. Young
- University of Kentucky, 760 Press Avenue Suite 280, Lexington, KY, 40536, USA
| | - David W. Seal
- Tulane University, School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 2210, New Orleans, LA, 70112, USA
| | - Ryan P. Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI, 53705-2281, USA
| | - Todd M. Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
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Rudolph AE, Nance RM, Bobashev G, Brook D, Akhtar W, Cook R, Cooper HL, Friedmann PD, Frost SDW, Go VF, Jenkins WD, Korthuis PT, Miller WC, Pho MT, Ruderman SA, Seal DW, Stopka TJ, Westergaard RP, Young AM, Zule WA, Tsui JI, Crane HM, Whitney BM, Delaney JAC. Evaluation of respondent-driven sampling in seven studies of people who use drugs from rural populations: findings from the Rural Opioid Initiative. BMC Med Res Methodol 2024; 24:94. [PMID: 38654219 PMCID: PMC11036624 DOI: 10.1186/s12874-024-02206-5] [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: 02/06/2023] [Accepted: 03/21/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Accurate prevalence estimates of drug use and its harms are important to characterize burden and develop interventions to reduce negative health outcomes and disparities. Lack of a sampling frame for marginalized/stigmatized populations, including persons who use drugs (PWUD) in rural settings, makes this challenging. Respondent-driven sampling (RDS) is frequently used to recruit PWUD. However, the validity of RDS-generated population-level prevalence estimates relies on assumptions that should be evaluated. METHODS RDS was used to recruit PWUD across seven Rural Opioid Initiative studies between 2018-2020. To evaluate RDS assumptions, we computed recruitment homophily and design effects, generated convergence and bottleneck plots, and tested for recruitment and degree differences. We compared sample proportions with three RDS-adjusted estimators (two variations of RDS-I and RDS-II) for five variables of interest (past 30-day use of heroin, fentanyl, and methamphetamine; past 6-month homelessness; and being positive for hepatitis C virus (HCV) antibody) using linear regression with robust confidence intervals. We compared regression estimates for the associations between HCV positive antibody status and (a) heroin use, (b) fentanyl use, and (c) age using RDS-1 and RDS-II probability weights and no weights using logistic and modified Poisson regression and random-effects meta-analyses. RESULTS Among 2,842 PWUD, median age was 34 years and 43% were female. Most participants (54%) reported opioids as their drug of choice, however regional differences were present (e.g., methamphetamine range: 4-52%). Many recruitment chains were not long enough to achieve sample equilibrium. Recruitment homophily was present for some variables. Differences with respect to recruitment and degree varied across studies. Prevalence estimates varied only slightly with different RDS weighting approaches, most confidence intervals overlapped. Variations in measures of association varied little based on weighting approach. CONCLUSIONS RDS was a useful recruitment tool for PWUD in rural settings. However, several violations of key RDS assumptions were observed which slightly impacts estimation of proportion although not associations.
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Affiliation(s)
- Abby E Rudolph
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, 1301 Cecil B Moore Avenue, Ritter Annex 905, Philadelphia, PA, USA
| | - Robin M Nance
- Harborview Medical Center, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
| | - Georgiy Bobashev
- RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC, 27709-2194, USA
| | - Daniel Brook
- Division of Epidemiology, College of Public Health, Ohio State University, Columbus, Ohio, 43210, USA
| | - Wajiha Akhtar
- University of Wisconsin-Madison, Population Health Institute, 610 Walnut Street, 575 WARF, Madison, WI, 53726, USA
| | - Ryan Cook
- General Internal Medicine and Geriatrics, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239-3098, USA
| | - Hannah L Cooper
- Rollins School of Public Health, Emory University, Grace Crum Rollins Building, 1518 Clifton Road, Atlanta, Georgia, 30322, 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
| | - Simon D W Frost
- Microsoft Premonition, Microsoft Building 99, 14820 NE 36th St. Redmond, Seattle, WA, 98052, USA
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Vivian F Go
- University of North Carolina-Chapel Hill, 363 Rosenau Hall, CB# 7440, Chapel Hill, NC, 27599, USA
| | - Wiley D Jenkins
- Southern Illinois University, 201 E Madison Street, Springfield, IL, 62702, USA
| | - Philip T Korthuis
- Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR, 97239, USA
| | - William C Miller
- The Ohio State University, 302 Cunz Hall, 1841 Neil Ave, Columbus, OH, 43210, USA
| | - Mai T Pho
- University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA
| | - Stephanie A Ruderman
- Harborview Medical Center, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
| | - David W Seal
- Tulane University, 1440 Canal Street, Suite 2210, New Orleans, LA, 70112, USA
| | - Thomas J Stopka
- Tufts University School of Medicine, Public Health and Community Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Ryan P Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI, 53705-2281, USA
| | - April M Young
- University of Kentucky, 760 Press Avenue, Suite 280, Lexington, KY, 40536, USA
| | - William A Zule
- RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC, 27709-2194, USA
| | - Judith I Tsui
- Harborview Medical Center, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
| | - Heidi M Crane
- Harborview Medical Center, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA.
| | - Bridget M Whitney
- Harborview Medical Center, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
| | - Joseph A C Delaney
- Harborview Medical Center, University of Washington and University of Manitoba, University of Washington, 325 9th Ave, Box 359931, Seattle, WA, 98106, USA
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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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Peddireddy SR, Livingston MD, Young AM, Freeman PR, Ibragimov U, Komro KA, Lofwall MR, Oser CB, Staton M, Cooper HLF. Willingness to utilize a mobile treatment unit in five counties at the epicenter of the US rural opioid epidemic. J Subst Use Addict Treat 2024; 159:209262. [PMID: 38103835 PMCID: PMC10947911 DOI: 10.1016/j.josat.2023.209262] [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: 05/23/2023] [Revised: 09/26/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION US federal policies are evolving to expand the provision of mobile treatment units (MTUs) offering medications for opioid use disorder (MOUD). Mobile MOUD services are critical for rural areas with poor geographic access to fixed-site treatment providers. This study explored willingness to utilize an MTU among a sample of people who use opioids in rural Eastern Kentucky counties at the epicenter of the US opioid epidemic. METHODS The study analyzed Cross-sectional survey data from the Kentucky Communities and Researchers Engaging to Halt the Opioid Epidemic (CARE2HOPE) study covering five rural counties in the state. Logistic regression models investigated the association between willingness to utilize an MTU providing buprenorphine and naltrexone and potential correlates of willingness, identified using the Behavioral Model for Vulnerable Populations. RESULTS The analytic sample comprised 174 people who used opioids within the past six months. Willingness to utilize an MTU was high; 76.5 % of participants endorsed being willing. Those who had recently received MOUD treatment, compared to those who had not received any form of treatment or recovery support services, had six-fold higher odds of willingness to use an MTU. However, odds of being willing to utilize an MTU were 73 % lower among those who were under community supervision (e.g., parole, probation) and 81 % lower among participants who experienced an overdose within the past six months. CONCLUSIONS There was high acceptability of MTUs offering buprenorphine and naltrexone within this sample, highlighting the potential for MTUs to alleviate opioid-related harms in underserved rural areas. However, the finding that people who were recently under community supervision or had overdosed were significantly less willing to seek mobile MOUD treatment suggest barriers (e.g., stigma) to mobile MOUD at individual and systemic levels, which may prevent improving opioid-related outcomes in these rural communities given their high rates of criminal-legal involvement and overdose.
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Affiliation(s)
- Snigdha R Peddireddy
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, USA.
| | - Melvin D Livingston
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, USA
| | - April M Young
- Department of Epidemiology and Environmental Health, University of Kentucky College of Public Health, Lexington, KY, USA
| | - Patricia R Freeman
- Department of Pharmacy Practice & Science, University of Kentucky College of Pharmacy, Lexington, KY, USA
| | - Umedjon Ibragimov
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, USA
| | - Kelli A Komro
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, USA
| | - Michelle R Lofwall
- Department of Behavioral Science, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Carrie B Oser
- Department of Sociology, University of Kentucky College of Arts & Sciences, Lexington, KY, USA
| | - Michele Staton
- Department of Behavioral Science, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Hannah L F Cooper
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, USA
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Fredericksen RJ, Baker R, Sibley A, Estadt AT, Colston D, Mixson LS, Walters S, Bresett J, Levander XA, Leichtling G, Davy-Mendez T, Powell M, Stopka TJ, Pho M, Feinberg J, Ezell J, Zule W, Seal D, Cooper HLF, Whitney BM, Delaney JAC, Crane HM, Tsui JI. Motivation and context of concurrent stimulant and opioid use among persons who use drugs in the rural United States: a multi-site qualitative inquiry. Harm Reduct J 2024; 21:74. [PMID: 38561753 PMCID: PMC10985853 DOI: 10.1186/s12954-024-00986-z] [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: 06/09/2023] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND In recent years, stimulant use has increased among persons who use opioids in the rural U.S., leading to high rates of overdose and death. We sought to understand motivations and contexts for stimulant use among persons who use opioids in a large, geographically diverse sample of persons who use drugs (PWUD) in the rural settings. METHODS We conducted semi-structured individual interviews with PWUD at 8 U.S. sites spanning 10 states and 65 counties. Content areas included general substance use, injection drug use, changes in drug use, and harm reduction practices. We used an iterative open-coding process to comprehensively itemize and categorize content shared by participants related to concurrent use. RESULTS We interviewed 349 PWUD (64% male, mean age 36). Of those discussing current use of stimulants in the context of opioid use (n = 137, 39%), the stimulant most used was methamphetamine (78%) followed by cocaine/crack (26%). Motivations for co-use included: 1) change in drug markets and cost considerations; 2) recreational goals, e.g., seeking stronger effects after heightened opioid tolerance; 3) practical goals, such as a desire to balance or alleviate the effects of the other drug, including the use of stimulants to avoid/reverse opioid overdose, and/or control symptoms of opioid withdrawal; and 4) functional goals, such as being simultaneously energized and pain-free in order to remain productive for employment. CONCLUSION In a rural U.S. cohort of PWUD, use of both stimulants and opioids was highly prevalent. Reasons for dual use found in the rural context compared to urban studies included changes in drug availability, functional/productivity goals, and the use of methamphetamine to offset opioid overdose. Education efforts and harm reduction services and treatment, such as access to naloxone, fentanyl test strips, and accessible drug treatment for combined opioid and stimulant use, are urgently needed in the rural U.S. to reduce overdose and other adverse outcomes.
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Affiliation(s)
| | - R Baker
- Oregon Health & Science University, Portland, USA
| | - A Sibley
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - A T Estadt
- The Ohio State University, Colombus, USA
| | - D Colston
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | | | | | - J Bresett
- Southern Illinois University School of Medicine, Springfield, USA
| | - X A Levander
- Oregon Health & Science University, Portland, USA
| | | | - T Davy-Mendez
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - M Powell
- University of Washington, Seattle, USA
| | - T J Stopka
- Tufts University School of Medicine, Department of Public Health and Community Medicine, Medford, USA
| | - M Pho
- University of Chicago, Chicago, USA
| | - J Feinberg
- West Virginia University, Morgantown, USA
| | - J Ezell
- Cornell University, Ithaca, USA
| | - W Zule
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - D Seal
- Tulane University, New Orleans, USA
| | | | | | | | - H M Crane
- University of Washington, Seattle, USA
| | - J I Tsui
- University of Washington, Seattle, USA
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Stopka TJ, Estadt AT, Leichtling G, Schleicher JC, Mixson LS, Bresett J, Romo E, Dowd P, Walters SM, Young AM, Zule W, Friedmann PD, Go VF, Baker R, Fredericksen RJ. Barriers to opioid use disorder treatment among people who use drugs in the rural United States: A qualitative, multi-site study. Soc Sci Med 2024; 346:116660. [PMID: 38484417 PMCID: PMC10997882 DOI: 10.1016/j.socscimed.2024.116660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 11/26/2023] [Accepted: 02/05/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND In 2020, 2.8 million people required substance use disorder (SUD) treatment in nonmetropolitan or 'rural' areas in the U.S. Among this population, only 10% received SUD treatment from a specialty facility, and 1 in 500 received medication for opioid use disorder (MOUD). We explored the context surrounding barriers to SUD treatment in the rural United States. METHODS We conducted semi-structured, in-depth interviews from 2018 to 2019 to assess barriers to SUD treatment among people who use drugs (PWUD) across seven rural U.S. study sites. Using the social-ecological model (SEM), we examined individual, interpersonal, organizational, community, and policy factors contributing to perceived barriers to SUD treatment. We employed deductive and inductive coding and analytical approaches to identify themes. We also calculated descriptive statistics for participant characteristics and salient themes. RESULTS Among 304 participants (55% male, mean age 36 years), we identified barriers to SUD treatment in rural areas across SEM levels. At the individual/interpersonal level, relevant themes included: fear of withdrawal, the need to "get things in order" before entering treatment, close-knit communities and limited confidentiality, networks and settings that perpetuated drug use, and stigma. Organizational-level barriers included: strict facility rules, treatment programs managed like corrections facilities, lack of gender-specific treatment programs, and concerns about jeopardizing employment. Community-level barriers included: limited availability of treatment in local rural communities, long distances and limited transportation, waitlists, and a lack of information about treatment options. Policy-level themes included insurance challenges and system-imposed barriers such as arrest and incarceration. CONCLUSION Our findings highlight multi-level barriers to SUD treatment in rural U.S. communities. Salient barriers included the need to travel long distances to treatment, challenges to confidentiality due to small, close-knit communities where people are highly familiar with one another, and high-threshold treatment program practices. Our findings point to the need to facilitate the elimination of treatment barriers at each level of the SEM in rural America.
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Affiliation(s)
- T J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA.
| | - A T Estadt
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | | | - J C Schleicher
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Medicine, Madison, WI, USA
| | - L S Mixson
- University of Washington, Department of Medicine, Seattle, WA, USA
| | - J Bresett
- Southern Illinois University at Carbondale, Dept of Public Health, Carbondale, IL, USA
| | - E Romo
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - P Dowd
- Chan Medical School-Baystate, University of Massachusetts, Springfield, MA, USA
| | - S M Walters
- New York University's Grossman School of Medicine, New York, NY, USA
| | - A M Young
- College of Public Health, University of Kentucky, Lexington, KY, USA
| | - W Zule
- RTI International, Research Triangle, NC, USA
| | - P D Friedmann
- Chan Medical School-Baystate, University of Massachusetts, Springfield, MA, USA
| | - V F Go
- University, of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - R Baker
- Oregon Health & Science University-Portland State University School of Public Health, Portland, OR, USA
| | - R J Fredericksen
- University of Washington, Department of Medicine, Seattle, WA, USA
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Zhu Y, Baldwin LM, Mooney LJ, Saxon AJ, Kan E, Hser YI. Co-occurring substance use disorders among patients with opioid use disorder in rural primary care clinics. J Subst Use Addict Treat 2024; 158:209269. [PMID: 38097045 DOI: 10.1016/j.josat.2023.209269] [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: 08/09/2023] [Revised: 10/10/2023] [Accepted: 12/11/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Co-occurring substance use disorders (SUDs) among individuals with opioid use disorder (OUD) are associated with additional impairment, overdose, and death. This study examined characteristics of patients who have OUD with and without co-occurring SUDs in rural primary care clinics. METHODS Secondary analysis used electronic health record (EHR) data from six rural primary care clinics, including demographics, diagnoses, encounters, and prescriptions of medication for OUD (MOUD), as well as EHR data from an external telemedicine vendor that provided MOUD to some clinic patients. The study population included all adult patients who had a visit to the participating clinics from October 2019 to January 2021. RESULTS We identified 1164 patients with OUD; 72.6 % had OUD only, 11.5 % had OUD and stimulant use disorder (OUD + StUD), and 15.9 % had OUD and other non-stimulant substance use disorder (OUD + Other). The OUD + StUD group had the highest rates of hepatitis C virus (25.4 % for OUD + StUD, 17.8 % for OUD + Other, and 7.5 % for OUD Only; p < 0.001) and the highest rates of mental health disorders (78.4 %, 69.7 %, and 59.9 %, respectively; p < 0.001). Compared to the OUD Only group, patients in the OUD + StUD and OUD + Other groups were more likely to receive telehealth services provided by clinic staff, in-clinic behavioral health services, and in-clinic MOUD. The OUD + StUD group had the highest proportion of referrals to the external telemedicine vendor. CONCLUSIONS More than 27 % of patients with OUD in rural primary care clinics had other co-occurring SUDs, and these patients received more healthcare services than those with OUD only. Future studies should examine variations in outcomes associated with these other services among patients with OUD and co-occurring SUDs.
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Affiliation(s)
- Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, WA 98195, United States of America
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA 90073, United States of America
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs Puget Sound Health Care System, Seattle, WA 98108, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA 98195, United States of America
| | - Emily Kan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America
| | - Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America.
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Young AM, Havens JR, Cooper HLF, Fallin-Bennett A, Fanucchi L, Freeman PR, Knudsen H, Livingston MD, McCollister KE, Stone J, Vickerman P, Freeman E, Jahangir T, Larimore E, White CR, Cheatom C, Community Staff K, Design Team K. Kentucky Outreach Service Kiosk (KyOSK) Study protocol: a community-level, controlled quasi-experimental, type 1 hybrid effectiveness study to assess implementation, effectiveness and cost-effectiveness of a community-tailored harm reduction kiosk on HIV, HCV and overdose risk in rural Appalachia. BMJ Open 2024; 14:e083983. [PMID: 38431295 PMCID: PMC10910671 DOI: 10.1136/bmjopen-2024-083983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 02/13/2024] [Indexed: 03/05/2024] Open
Abstract
INTRODUCTION Many rural communities bear a disproportionate share of drug-related harms. Innovative harm reduction service models, such as vending machines or kiosks, can expand access to services that reduce drug-related harms. However, few kiosks operate in the USA, and their implementation, impact and cost-effectiveness have not been adequately evaluated in rural settings. This paper describes the Kentucky Outreach Service Kiosk (KyOSK) Study protocol to test the effectiveness, implementation outcomes and cost-effectiveness of a community-tailored, harm reduction kiosk in reducing HIV, hepatitis C and overdose risk in rural Appalachia. METHODS AND ANALYSIS KyOSK is a community-level, controlled quasi-experimental, non-randomised trial. KyOSK involves two cohorts of people who use drugs, one in an intervention county (n=425) and one in a control county (n=325). People who are 18 years or older, are community-dwelling residents in the target counties and have used drugs to get high in the past 6 months are eligible. The trial compares the effectiveness of a fixed-site, staffed syringe service programme (standard of care) with the standard of care supplemented with a kiosk. The kiosk will contain various harm reduction supplies accessible to participants upon valid code entry, allowing dispensing data to be linked to participant survey data. The kiosk will include a call-back feature that allows participants to select needed services and receive linkage-to-care services from a peer recovery coach. The cohorts complete follow-up surveys every 6 months for 36 months (three preceding kiosk implementation and four post-implementation). The study will test the effectiveness of the kiosk on reducing risk behaviours associated with overdose, HIV and hepatitis C, as well as implementation outcomes and cost-effectiveness. ETHICS AND DISSEMINATION The University of Kentucky Institutional Review Board approved the protocol. Results will be disseminated in academic conferences and peer-reviewed journals, online and print media, and community meetings. TRIAL REGISTRATION NUMBER NCT05657106.
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Affiliation(s)
- April M Young
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, Kentucky, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Jennifer R Havens
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
| | - Hannah L F Cooper
- Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | | | - Laura Fanucchi
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
| | - Patricia R Freeman
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
- Department of Pharmacy Practice and Science, University of Kentucky, Lexington, Kentucky, USA
| | - Hannah Knudsen
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
| | - Melvin D Livingston
- Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Kathryn E McCollister
- Division of Health Services Research and Policy, University of Miami, Coral Gables, Florida, USA
| | - Jack Stone
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Peter Vickerman
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Edward Freeman
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, Kentucky, USA
| | - Tasfia Jahangir
- Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Elizabeth Larimore
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Carol R White
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, Kentucky, USA
| | | | - KyOSK Community Staff
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
- College of Public Health, University of Kentucky, Lexington, Kentucky, USA
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Stopka TJ, Babineau DC, Gibson EB, Knott CE, Cheng DM, Villani J, Wai JM, Blevins D, David JL, Goddard-Eckrich DA, Lofwall MR, Massatti R, DeFiore-Hyrmer J, Lyons MS, Fanucchi LC, Harris DR, Talbert J, Hammerslag L, Oller D, Balise RR, Feaster DJ, Soares W, Zarkin GA, Glasgow L, Oga E, McCarthy J, D’Costa L, Chahine R, Gomori S, Dalvi N, Shrestha S, Garner C, Shadwick A, Salsberry P, Konstan MW, Freisthler B, Winhusen J, El-Bassel N, Samet JH, Walsh SL. Impact of the Communities That HEAL Intervention on Buprenorphine-Waivered Practitioners and Buprenorphine Prescribing: A Prespecified Secondary Analysis of the HCS Randomized Clinical Trial. JAMA Netw Open 2024; 7:e240132. [PMID: 38386322 PMCID: PMC10884876 DOI: 10.1001/jamanetworkopen.2024.0132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 01/03/2024] [Indexed: 02/23/2024] Open
Abstract
Importance Buprenorphine significantly reduces opioid-related overdose mortality. From 2002 to 2022, the Drug Addiction Treatment Act of 2000 (DATA 2000) required qualified practitioners to receive a waiver from the Drug Enforcement Agency to prescribe buprenorphine for treatment of opioid use disorder. During this period, waiver uptake among practitioners was modest; subsequent changes need to be examined. Objective To determine whether the Communities That HEAL (CTH) intervention increased the rate of practitioners with DATA 2000 waivers and buprenorphine prescribing. Design, Setting, and Participants This prespecified secondary analysis of the HEALing Communities Study, a multisite, 2-arm, parallel, community-level, cluster randomized, open, wait-list-controlled comparison clinical trial was designed to assess the effectiveness of the CTH intervention and was conducted between January 1, 2020, to December 31, 2023, in 67 communities in Kentucky, Massachusetts, New York, and Ohio, accounting for approximately 8.2 million adults. The participants in this trial were communities consisting of counties (n = 48) and municipalities (n = 19). Trial arm randomization was conducted using a covariate constrained randomization procedure stratified by state. Each state was balanced by community characteristics including urban/rural classification, fatal opioid overdose rate, and community population. Thirty-four communities were randomized to the intervention and 33 to wait-list control arms. Data analysis was conducted between March 20 and September 29, 2023, with a focus on the comparison period from July 1, 2021, to June 30, 2022. Intervention Waiver trainings and other educational trainings were offered or supported by the HEALing Communities Study research sites in each state to help build practitioner capacity. Main Outcomes and Measures The rate of practitioners with a DATA 2000 waiver (overall, and stratified by 30-, 100-, and 275-patient limits) per 100 000 adult residents aged 18 years or older during July 1, 2021, to June 30, 2022, were compared between the intervention and wait-list control communities. The rate of buprenorphine prescribing among those waivered practitioners was also compared between the intervention and wait-list control communities. Intention-to-treat and per-protocol analyses were performed. Results A total of 8 166 963 individuals aged 18 years or older were residents of the 67 communities studied. There was no evidence of an effect of the CTH intervention on the adjusted rate of practitioners with a DATA 2000 waiver (adjusted relative rate [ARR], 1.04; 95% CI, 0.94-1.14) or the adjusted rate of practitioners with a DATA 2000 waiver who actively prescribed buprenorphine (ARR, 0.97; 95% CI, 0.86-1.10). Conclusions and Relevance In this randomized clinical trial, the CTH intervention was not associated with increases in the rate of practitioners with a DATA 2000 waiver or buprenorphine prescribing among those waivered practitioners. Supporting practitioners to prescribe buprenorphine remains a critical yet challenging step in the continuum of care to treat opioid use disorder. Trial Registration ClinicalTrials.gov Identifier: NCT04111939.
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Affiliation(s)
- Thomas J. Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts
| | | | - Erin B. Gibson
- Department of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Charles E. Knott
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Debbie M. Cheng
- Boston University School of Public Health, Boston, Massachusetts
| | - Jennifer Villani
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Jonathan M. Wai
- Department of Psychiatry, Columbia University; Division on Substance Use Disorders, New York State Psychiatric Institute, New York
| | - Derek Blevins
- Department of Psychiatry, Columbia University; Division on Substance Use Disorders, New York State Psychiatric Institute, New York
| | - James L. David
- Department of Psychiatry, Columbia University; Division on Substance Use Disorders, New York State Psychiatric Institute, New York
| | - Dawn A. Goddard-Eckrich
- Department of Psychiatry, Columbia University; Division on Substance Use Disorders, New York State Psychiatric Institute, New York
| | - Michelle R. Lofwall
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington
| | - Richard Massatti
- Ohio Department of Mental Health and Addiction Services, Columbus
| | | | | | - Laura C. Fanucchi
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington
| | | | | | - Lindsey Hammerslag
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington
| | - Devin Oller
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington
| | - Raymond R. Balise
- Department of Public Health Sciences, University of Miami, Miami, Florida
| | - Daniel J. Feaster
- Department of Public Health Sciences, University of Miami, Miami, Florida
| | - William Soares
- UMass Chan Medical School–Baystate, Springfield, Massachusetts
| | - Gary A. Zarkin
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - LaShawn Glasgow
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Emmanuel Oga
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - John McCarthy
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Lauren D’Costa
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Rouba Chahine
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Steve Gomori
- Research Triangle Institute, Research Triangle Park, North Carolina
| | - Netrali Dalvi
- Office of Prescription Monitoring and Drug Control, Massachusetts Department of Public Health, Boston
| | - Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts
| | | | - Aimee Shadwick
- RecoveryOhio, Office of Ohio Governor Mike DeWine, Columbus
| | - Pamela Salsberry
- Health Behavior and Health Promotion, Ohio State University, Columbus
| | | | | | - John Winhusen
- University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Nabila El-Bassel
- Department of Psychiatry, Columbia University; Division on Substance Use Disorders, New York State Psychiatric Institute, New York
| | - Jeffrey H. Samet
- Department of Medicine, Boston Medical Center, Boston, Massachusetts
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Sharon L. Walsh
- College of Medicine, University of Kentucky Center on Drug and Alcohol Research, Lexington
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Fortuna RJ, Venci J, Johnson W, Clark JS, Schlagman S, Vandermark K, Stetzer A, Nasra GS, Martin-Stancil-El SG, Judge S. Comprehensive Approach to Opioid Management in a Primary Care Network. Popul Health Manag 2024; 27:1-7. [PMID: 38237106 DOI: 10.1089/pop.2023.0234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024] Open
Abstract
In response to the opioid epidemic, the Centers for Disease Control and Prevention released best practice recommendations for prescribing, yet adoption of these guidelines has been fragmented and frequently met with uncertainty by both patients and providers. This study aims to describe the development and implementation of a comprehensive approach to improving opioid stewardship in a large network of primary care providers. The authors developed a 3-tier approach to opioid management: (1) establishment and implementation of best practices for prescribing opioids, (2) development of a weaning process to decrease opioid doses when the risk outweighs benefits, and (3) support for patients when opioid use disorders were identified. Across 44 primary care practices caring for >223,000 patients, the total number of patients prescribed a chronic opioid decreased from 4848 patients in 2018 to 3106 patients in 2021, a decrease of 36% (P < 0.001). The percent of patients with a controlled substance agreement increased from 13% to 83% (P < 0.001) and the percent of patients completing an annual urine drug screen increased from 17% to 53% (P < 0.001). The number of patients coprescribed benzodiazepines decreased from 1261 patients at baseline to 834 at completion. A total of 6.5% of patients were referred for additional support from a certified alcohol and substance abuse counselor embedded within the program. Overall, the comprehensive opioid management program provided the necessary structure to support opioid prescribing and resulted in improved adherence to best practices, facilitated weaning of opioids when medically appropriate, and enhanced support for patients with opioid use disorders.
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Affiliation(s)
- Robert J Fortuna
- Department of Internal Medicine, University of Rochester, Rochester, New York, USA
- Primary Care Network, University of Rochester, Rochester, New York, USA
| | - Jineane Venci
- Department of Internal Medicine, University of Rochester, Rochester, New York, USA
| | - Wallace Johnson
- Department of Internal Medicine, University of Rochester, Rochester, New York, USA
- Primary Care Network, University of Rochester, Rochester, New York, USA
| | - John S Clark
- Primary Care Network, University of Rochester, Rochester, New York, USA
| | - Shalom Schlagman
- Department of Internal Medicine, University of Rochester, Rochester, New York, USA
| | - Kelly Vandermark
- Primary Care Network, University of Rochester, Rochester, New York, USA
- Department of Psychiatry, University of Rochester, Rochester, New York, USA
| | - Alisa Stetzer
- Primary Care Network, University of Rochester, Rochester, New York, USA
| | - George S Nasra
- Department of Psychiatry, University of Rochester, Rochester, New York, USA
| | - Sheniece Griffin Martin-Stancil-El
- Primary Care Network, University of Rochester, Rochester, New York, USA
- School of Nursing, University of Rochester, Rochester, New York, USA
| | - Stephen Judge
- Department of Internal Medicine, University of Rochester, Rochester, New York, USA
- Primary Care Network, University of Rochester, Rochester, New York, USA
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11
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Ibragimov U, Livingston MD, Young AM, Feinberg J, Korthuis PT, Akhtar WZ, Jenkins WD, Crane HM, Westergaard RP, Nance R, Miller WC, Bresett J, Khoury D, Hurt CB, Go VF, Nolte K, Cooper HLF. Correlates of Recent HIV Testing Among People Who Inject Drugs in Rural Areas: A Multi-site Cross-Sectional Study, 2018-2020. AIDS Behav 2024; 28:59-71. [PMID: 37515742 PMCID: PMC10823036 DOI: 10.1007/s10461-023-04140-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] [Accepted: 07/17/2023] [Indexed: 07/31/2023]
Abstract
The Rural Opioid Initiative surveyed 2693 people who inject drugs (PWID) in eight rural U.S. areas in 2018-2020 about self-reported HIV testing in the past 6 months. Correlates of interest included receipt of any drug-related services, incarceration history, and structural barriers to care (e.g., lack of insurance, proximity to syringe service programs [SSP]). Overall, 20% of participants reported receiving an HIV test within the past 6 months. Multivariable generalized estimating equations showed that attending substance use disorder (SUD) treatment (OR 2.11, 95%CI [1.58, 2.82]), having health insurance (OR 1.42, 95%CI [1.01, 2.00]) and recent incarceration (OR 1.49, 95%CI [1.08, 2.04]) were positively associated with HIV testing, while experiencing a resource barrier to healthcare (inability to pay, lack of transportation, inconvenient hours, or lack of child care) had inverse (OR 0.73, 95%CI [0.56, 0.94]) association with HIV testing. We found that the prevalence of HIV testing among rural PWID is low, indicating an unmet need for testing. While SUD treatment or incarceration may increase chances for HIV testing for rural PWID, other avenues for expanding HIV testing, such as SSP, need to be explored.
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Affiliation(s)
- Umedjon Ibragimov
- BSHES Department of Emory University School of Public Health, Atlanta, GA, USA.
- Emory University, 1518 Clifton RD, GCR 558, Atlanta, GA, USA.
| | - Melvin D Livingston
- BSHES Department of Emory University School of Public Health, Atlanta, GA, USA
| | - April M Young
- Department of Epidemiology and Environmental Health, College of Public Health, University of Kentucky, Lexington, KY, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
| | - Judith Feinberg
- Departments of Behavioral Medicine & Psychiatry and Medicine/Infectious Diseases, School of Medicine, West Virginia University, Morgantown, WV, USA
| | - P Todd Korthuis
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Wajiha Z Akhtar
- Population Health Institute, University of Wisconsin-Madison, Madison, WI, USA
| | - Wiley D Jenkins
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Carbondale, IL, USA
| | - Heidi M Crane
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Ryan P Westergaard
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Robin Nance
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, USA
| | - William C Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - John Bresett
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Carbondale, IL, USA
- Department of Public Health, Southern Illinois University at Carbondale, Carbondale, IL, USA
| | | | - Christopher B Hurt
- Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, 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
| | - Kerry Nolte
- Department of Nursing, College of Health and Human Services, University of New Hampshire, Durham, NH, USA
| | - Hannah L F Cooper
- BSHES Department of Emory University School of Public Health, Atlanta, GA, USA
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12
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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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Hoover DB, Korthuis PT, Waddell EN, Foot C, Conway C, Crane HM, Friedmann PD, Go VF, Nance RM, Pho MT, Satcher MF, Sibley A, Westergaard RP, Young AM, Cook R. Recent Incarceration, Substance Use, Overdose, and Service Use Among People Who Use Drugs in Rural Communities. JAMA Netw Open 2023; 6:e2342222. [PMID: 37943559 PMCID: PMC10636631 DOI: 10.1001/jamanetworkopen.2023.42222] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/26/2023] [Indexed: 11/10/2023] Open
Abstract
Importance Drug use and incarceration have a substantial impact on rural communities, but factors associated with the incarceration of rural people who use drugs (PWUD) have not been thoroughly investigated. Objective To characterize associations between recent incarceration, overdose, and substance use disorder (SUD) treatment access among rural PWUD. Design, Setting, and Participants For this cross-sectional study, the Rural Opioid Initiative research consortium conducted a survey in geographically diverse rural counties with high rates of overdose across 10 US states (Illinois, Wisconsin, North Carolina, Oregon, Kentucky, West Virginia, Ohio, Massachusetts, New Hampshire, and Vermont) between January 25, 2018, and March 17, 2020, asking PWUD about their substance use, substance use treatment, and interactions with the criminal legal system. Participants were recruited through respondent-driven sampling in 8 rural US regions. Respondents who were willing to recruit additional respondents from their personal networks were enrolled at syringe service programs, community support organizations, and through direct community outreach; these so-called seed respondents then recruited others. Of 3044 respondents, 2935 included participants who resided in rural communities and reported past-30-day injection of any drug or use of opioids nonmedically via any route. Data were analyzed from February 8, 2022, to September 15, 2023. Exposure Recent incarceration was the exposure of interest, defined as a report of incarceration in jail or prison for at least 1 day in the past 6 months. Main Outcomes and Measures The associations between PWUD who were recently incarcerated and main outcomes of treatment use and overdose were examined using logistic regression. Results Of 2935 participants, 1662 (56.6%) were male, 2496 (85.0%) were White; the mean (SD) age was 36 (10) years; and in the past 30 days, 2507 (85.4%) reported opioid use and 1663 (56.7%) reported injecting drugs daily. A total of 1224 participants (41.7%) reported recent incarceration, with a median (IQR) incarceration of 15 (3-60) days in the past 6 months. Recent incarceration was associated with past-6-month overdose (adjusted odds ratio [AOR], 1.38; 95% CI, 1.12-1.70) and recent SUD treatment (AOR, 1.62; 95% CI, 1.36-1.93) but not recent medication for opioid use disorder (MOUD; AOR, 1.03; 95% CI, 0.82-1.28) or currently carrying naloxone (AOR, 1.02; 95% CI, 0.86-1.21). Conclusions and Relevance In this cross-sectional study of PWUD in rural areas, participants commonly experienced recent incarceration, which was not associated with MOUD, an effective and lifesaving treatment. The criminal legal system should implement effective SUD treatment in rural areas, including MOUD and provision of naloxone, to fully align with evidence-based SUD health care policies.
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Affiliation(s)
- Daniel B Hoover
- Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland
| | - P Todd Korthuis
- Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland
- Oregon Health & Science University-Portland State University School of Public Health, Portland
| | - Elizabeth Needham Waddell
- Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland
- Oregon Health & Science University-Portland State University School of Public Health, Portland
| | - Canyon Foot
- Division of General Internal Medicine, Oregon Health & Science University, Portland
| | | | - Heidi M Crane
- Department of Medicine, University of Washington, Seattle
| | - Peter D Friedmann
- Office of Research, University of Massachusetts Chan Medical School-Baystate, Baystate Health, Springfield
| | - Vivian F Go
- Department of Health Behavior, University of North Carolina-Chapel Hill, Chapel Hill
| | - Robin M Nance
- Department of Medicine, University of Washington, Seattle
| | - Mai T Pho
- Department of Medicine, Section of Infectious Diseases and Global Health, University of Chicago, Chicago, Illinois
| | - Milan F Satcher
- Department of Community & Family Medicine, Dartmouth Health and Geisel School of Medicine at Dartmouth College, Hanover, New Hampshire
| | - Adams Sibley
- Department of Health Behavior, University of North Carolina-Chapel Hill, Chapel Hill
| | | | - April M Young
- College of Public Health, University of Kentucky, Lexington
| | - Ryan Cook
- Division of General Internal Medicine, Oregon Health & Science University, Portland
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14
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Ballard AM, Falk D, Greenwood H, Gugerty P, Feinberg J, Friedmann PD, Go VF, Jenkins WD, Korthuis PT, Miller WC, Pho MT, Seal DW, Smith GS, Stopka TJ, Westergaard RP, Zule WA, Young AM, Cooper HLF. Houselessness and syringe service program utilization among people who inject drugs in eight rural areas across the USA: a cross-sectional analysis. Harm Reduct J 2023; 20:157. [PMID: 37880724 PMCID: PMC10601138 DOI: 10.1186/s12954-023-00892-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 10/16/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND Research conducted in urban areas has highlighted the impact of housing instability on people who inject drugs (PWID), revealing that it exacerbates vulnerability to drug-related harms and impedes syringe service program (SSP) use. However, few studies have explored the effects of houselessness on SSP use among rural PWID. This study examines the relationship between houselessness and SSP utilization among PWID in eight rural areas across 10 states. METHODS PWID were recruited using respondent-driven sampling for a cross-sectional survey that queried self-reported drug use and SSP utilization in the prior 30 days, houselessness in the prior 6 months and sociodemographic characteristics. Using binomial logistic regression, we examined the relationship between experiencing houselessness and any SSP use. To assess the relationship between houselessness and the frequency of SSP use, we conducted multinomial logistic regression analyses among participants reporting any past 30-day SSP use. RESULTS Among 2394 rural PWID, 56.5% had experienced houselessness in the prior 6 months, and 43.5% reported past 30-day SSP use. PWID who had experienced houselessness were more likely to report using an SSP compared to their housed counterparts (adjusted odds ratio [aOR] = 1.24 [95% confidence intervals [CI] 1.01, 1.52]). Among those who had used an SSP at least once (n = 972), those who experienced houselessness were just as likely to report SSP use two (aOR = 0.90 [95% CI 0.60, 1.36]) and three times (aOR = 1.18 [95% CI 0.77, 1.98]) compared to once. However, they were less likely to visit an SSP four or more times compared to once in the prior 30 days (aOR = 0.59 [95% CI 0.40, 0.85]). CONCLUSION This study provides evidence that rural PWID who experience houselessness utilize SSPs at similar or higher rates as their housed counterparts. However, housing instability may pose barriers to more frequent SSP use. These findings are significant as people who experience houselessness are at increased risk for drug-related harms and encounter additional challenges when attempting to access SSPs.
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Affiliation(s)
- April M Ballard
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
- School of Public Health, Georgia State University, 140 Decatur Street SE, Atlanta, GA, 30303, USA.
| | - Dylan Falk
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - Harris Greenwood
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - Paige Gugerty
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - Judith Feinberg
- School of Medicine, West Virginia University, Morgantown, WV, USA
| | - Peter D Friedmann
- Office of Research, University of Massachusetts Chan Medical School-Baystate, Springfield, MA, USA
| | - Vivian F Go
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Wiley D Jenkins
- School of Medicine, Southern Illinois University, Carbondale, IL, USA
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - William C Miller
- College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Mai T Pho
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - David W Seal
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Gordon S Smith
- School of Medicine, West Virginia University, Morgantown, WV, USA
| | | | - Ryan P Westergaard
- School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | | | - April M Young
- College of Public Health, University of Kentucky, 111 Washington Avenue, Lexington, KY, 40536, USA
| | - Hannah L F Cooper
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
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15
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Estadt AT, Miller WC, Kline D, Whitney BM, Young AM, Todd Korthuis P, Stopka TJ, Feinberg J, Zule WA, Pho MT, Friedmann PD, Westergaard RP, Eagen KV, Seaman A, Ma J, Go VF, Lancaster KE. Associations of hepatitis C virus (HCV) antibody positivity with opioid, stimulant, and polysubstance injection among people who inject drugs (PWID) in rural U.S. communities. International Journal of Drug Policy 2023:104222. [PMID: 37806839 PMCID: PMC10997735 DOI: 10.1016/j.drugpo.2023.104222] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 09/18/2023] [Accepted: 09/29/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND People who inject drugs (PWID) in the rural U.S. often inject stimulants, alone or with opioids. The impact of these substance use patterns may influence HCV risk behaviors. This analysis examines the associations of HCV antibody positivity with injecting only opioids, only stimulants (methamphetamine/cocaine), and opioids and stimulants together among rural PWID. METHODS The Rural Opioid Initiative (ROI) consists of eight research sites that enrolled people who use drugs in rural communities in ten U.S. states from 2018 to 2020. This cross-sectional analysis included adult participants who resided in a study area and injected any drug in the past 30 days. The primary outcome was HCV antibody positivity. The exposure of interest was injection drug use classified as only opioids, only stimulants, separate injections of opioids and stimulants, and same-syringe injection of both in the past 30 days. We used multivariable log-binomial regression with generalized linear mixed models to generate prevalence ratios (P.R.) adjusted for demographics, injection history, health insurance, and substance use treatment. RESULTS Among 3,084 participants enrolled in the ROI, 1,982 met inclusion criteria. Most participants injected opioids and stimulants in the same syringe (34%) or separately (21%), followed by injecting only stimulants (26%), and injecting only opioids (19%). Half (51%) were HCV antibody positive. Compared to people who injected only stimulants, HCV antibody positivity was more prevalent among people who injected opioids alone (aPR=1.62, 95% CI:(1.29-2.03)), injected both opioids and stimulants separately (aPR=1.61, 95% CI:(1.32-1.95)), and in the same syringe (aPR=1.54, 95% CI:(1.28-1.85)). CONCLUSION HCV antibody positivity, indicating prior exposure, was highest among those who had recently injected opioids, alone or with stimulants. Additional nucleic acid testing is necessary to confirm active infection. More research is needed to determine the underlying causes of HCV antibody positivity by injection use.
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Affiliation(s)
- Angela T Estadt
- Ohio State University, College of Public Health, Division of Epidemiology, United States.
| | - William C Miller
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America
| | - David Kline
- Wake Forest University School of Medicine, Division of Public Health Sciences, Department of Biostatistics and Data Science, United States
| | | | - April M Young
- University of Kentucky, Department of Epidemiology and Environmental Health, Center on Drug and Alcohol Research, United States
| | - P Todd Korthuis
- Oregon Health & Science University, Department of Medicine, Section of Addiction Medicine, United States
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, United States
| | - Judith Feinberg
- West Virginia University School of Medicine, Departments of Behavioral Medicine and Psychiatry and Medicine/Infectious Diseases, United States
| | - William A Zule
- RTI International, Research Triangle Park, NC, United States
| | - Mai T Pho
- University of Chicago, Department of Medicine, United States
| | - Peter D Friedmann
- University of Massachusetts Medical School-Baystate and Baystate Health, United States
| | - Ryan P Westergaard
- University of Wisconsin School of Medicine and Public Health, Department of Medicine, Division of Infectious Diseases, United States
| | - Kellene V Eagen
- University of Wisconsin - Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, United States
| | - Andrew Seaman
- Oregon Health & Science University, School of Medicine, United States
| | - Jimmy Ma
- University of Washington, Department of Medicine, Division of Allergy and Infectious Diseases, United States
| | - Vivian F Go
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Health Behavior, United States
| | - Kathryn E Lancaster
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Division of Public Health Sciences, Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
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16
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McNeely J, McLeman B, Gardner T, Nesin N, Amarendran V, Farkas S, Wahle A, Pitts S, Kline M, King J, Rosa C, Marsch L, Rotrosen J, Hamilton L. Implementation of substance use screening in rural federally-qualified health center clinics identified high rates of unhealthy alcohol and cannabis use among adult primary care patients. Addict Sci Clin Pract 2023; 18:56. [PMID: 37726839 PMCID: PMC10510292 DOI: 10.1186/s13722-023-00404-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 07/31/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Screening for substance use in rural primary care clinics faces unique challenges due to limited resources, high patient volumes, and multiple demands on providers. To explore the potential for electronic health record (EHR)-integrated screening in this context, we conducted an implementation feasibility study with a rural federally-qualified health center (FQHC) in Maine. This was an ancillary study to a NIDA Clinical Trials Network study of screening in urban primary care clinics (CTN-0062). METHODS Researchers worked with stakeholders from three FQHC clinics to define and implement their optimal screening approach. Clinics used the Tobacco, Alcohol, Prescription Medication, and Other Substance (TAPS) Tool, completed on tablet computers in the waiting room, and results were immediately recorded in the EHR. Adult patients presenting for annual preventive care visits, but not those with other visit types, were eligible for screening. Data were analyzed for the first 12 months following implementation at each clinic to assess screening rates and prevalence of reported unhealthy substance use, and documentation of counseling using an EHR-integrated clinical decision support tool, for patients screening positive for moderate-high risk alcohol or drug use. RESULTS Screening was completed by 3749 patients, representing 93.4% of those with screening-eligible annual preventive care visits, and 18.5% of adult patients presenting for any type of primary care visit. Screening was self-administered in 92.9% of cases. The prevalence of moderate-high risk substance use detected on screening was 14.6% for tobacco, 30.4% for alcohol, 10.8% for cannabis, 0.3% for illicit drugs, and 0.6% for non-medical use of prescription drugs. Brief substance use counseling was documented for 17.4% of patients with any moderate-high risk alcohol or drug use. CONCLUSIONS Self-administered EHR-integrated screening was feasible to implement, and detected substantial alcohol, cannabis, and tobacco use in rural FQHC clinics. Counseling was documented for a minority of patients with moderate-high risk use, possibly indicating a need for better support of primary care providers in addressing substance use. There is potential to broaden the reach of screening by offering it at routine medical visits rather than restricting to annual preventive care visits, within these and other rural primary care clinics.
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Affiliation(s)
- Jennifer McNeely
- Department of Population Health, Section on Tobacco, Alcohol and Drug Use, New York University Grossman School of Medicine, 180 Madison Ave., 17th Floor, New York, NY, 10016, USA.
| | - Bethany McLeman
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Evergreen Center, Suite 315, Lebanon, NH, 03766, USA
| | - Trip Gardner
- Penobscot Community Health Care (PCHC), 103 Maine Avenue, Bangor, ME, 04401, USA
| | - Noah Nesin
- Penobscot Community Health Care (PCHC), 103 Maine Avenue, Bangor, ME, 04401, USA
| | - Vijay Amarendran
- Penobscot Community Health Care (PCHC), 103 Maine Avenue, Bangor, ME, 04401, USA
| | - Sarah Farkas
- Department of Psychiatry, New York University Grossman School of Medicine, 1 Park Ave, New York, NY, 10016, USA
| | - Aimee Wahle
- The Emmes Company, 401 N. Washington St., Rockville, MD, 20850, USA
| | - Seth Pitts
- The Emmes Company, 401 N. Washington St., Rockville, MD, 20850, USA
| | - Margaret Kline
- The Emmes Company, 401 N. Washington St., Rockville, MD, 20850, USA
| | - Jacquie King
- The Emmes Company, 401 N. Washington St., Rockville, MD, 20850, USA
| | - Carmen Rosa
- National Institute on Drug Abuse, c/o NIH Mail Center, NIDA 3@FN MSC 6022, 16071 Industrial Drive-Dock 11, Gaithersburg, MD, 20892, USA
| | - Lisa Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Evergreen Center, Suite 315, Lebanon, NH, 03766, USA
| | - John Rotrosen
- Department of Psychiatry, New York University Grossman School of Medicine, 1 Park Ave, New York, NY, 10016, USA
| | - Leah Hamilton
- Department of Population Health, Section on Tobacco, Alcohol and Drug Use, New York University Grossman School of Medicine, 180 Madison Ave., 17th Floor, New York, NY, 10016, USA
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
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17
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Tsui JI, Whitney BM, Korthuis PT, Chan B, Pho MT, Jenkins WD, Young AM, Cooper HLF, Friedmann PD, Stopka TJ, de Gijsel D, Miller WC, Go VF, Westergaard R, Brown R, Seal DW, Zule WA, Feinberg J, Smith GS, Mixson LS, Fredericksen R, Crane HM, Delaney JA. Methamphetamine use and utilization of medications for opioid use disorder among rural people who use drugs. Drug Alcohol Depend 2023; 250:110911. [PMID: 37549545 PMCID: PMC10599300 DOI: 10.1016/j.drugalcdep.2023.110911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Methamphetamine use is common among persons with opioid use disorder. This study evaluated associations between methamphetamine use and treatment with agonist medications for opioid use disorder (MOUD, specifically buprenorphine, and/or methadone) in U.S. rural communities. METHODS The Rural Opioid Initiative (ROI) is a consortium spanning 10 states and 65 rural counties that included persons who reported past 30-day use of opioids and/or injection drug use between 1/2018 and 3/2020. Analyses were restricted to participants who had ever used opioids and had data on past 30-day methamphetamine use. Multivariable models examined the relationship between methamphetamine use and utilization of agonist MOUD. RESULTS Among 2899 participants, 2179 (75.2%) also reported recent methamphetamine use. Persons with methamphetamine use compared to those without were younger, more likely to have injected drugs, be unhoused, criminal justice involved, and less likely to have health insurance. Adjusted for age, sex, race, and study site, recent methamphetamine use was associated with lower relative odds of past 30-day methadone treatment (aOR=0.66; 95% CI: 0.45-0.99) and fewer methadone treatment days (aIRR=0.76; 0.57-0.99), but not past 30-day buprenorphine receipt (aOR=0.90; 0.67-1.20), buprenorphine treatment days in past 6 months: aIRR=0.88; 0.69-1.12) or perceived inability to access buprenorphine (aOR=1.12; 0.87-1.44) or methadone (aOR=1.06; 0.76-1.48). CONCLUSION Methamphetamine use is common among persons who use opioids in rural U.S. areas and negatively associated with current treatment and retention on methadone but not buprenorphine. Future studies should examine reasons for this disparity and reduce barriers to methadone for persons who use opioids and methamphetamine.
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Affiliation(s)
- Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA.
| | - Bridget M Whitney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR 97239, USA
| | - Brian Chan
- Department of Medicine, Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR 97239, USA
| | - Mai T Pho
- University of Chicago, 5841 S. Maryland Avenue, Chicago, IL 60637, USA
| | - Wiley D Jenkins
- Southern Illinois University School of Medicine, Springfield, IL 62794, USA
| | - April M Young
- University of Kentucky, 760 Press Avenue Suite 280, Lexington, KY 40536, USA
| | - Hannah L F Cooper
- Rollins School of Public Health, Emory University, Grace Crum Rollins Building 1518 Clifton Road, Atlanta, GA 30322, USA
| | - Peter D Friedmann
- Office of Research, UMass Chan Medical School - Baystate and Baystate Health, 3601 Main Street, 3rd Floor, Springfield, MA 01199, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - David de Gijsel
- Dartmouth-Hitchcock Medical Center, Section of Infectious Disease and International Health, Lebanon, NH, USA
| | - William C Miller
- The Ohio State University, 346 Cunz Hall 1841 Neil Ave, Columbus, OH 43210, USA
| | - Vivian F Go
- University of North Carolina-Chapel Hill, 363 Rosenau Hall CB# 7440, Chapel Hill, NC 27599, USA
| | - Ryan Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI 53705-2281, USA
| | - Randall Brown
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI 53705-2281, USA
| | - David W Seal
- Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 2210, New Orleans, LA 70112, USA
| | - William A Zule
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, USA
| | - Judith Feinberg
- West Virginia University, 930 Chestnut Ridge Road, PO Box 9156, Morgantown, WV 26505, USA
| | - Gordon S Smith
- West Virginia University, 930 Chestnut Ridge Road, PO Box 9156, Morgantown, WV 26505, USA
| | - L Sarah Mixson
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Rob Fredericksen
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Joseph A Delaney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
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18
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Button D, Levander XA, Cook RR, Miller WC, Salisbury-Afshar EM, Tsui JI, Ibragimov U, Jenkins WD, Westergaard RP, Korthuis PT. Substance use disorder treatment and technology access among people who use drugs in rural areas of the United States: A cross-sectional survey. J Rural Health 2023; 39:772-779. [PMID: 36575145 PMCID: PMC10293469 DOI: 10.1111/jrh.12737] [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] [Indexed: 12/29/2022]
Abstract
PURPOSE To evaluate how technology access affected substance use disorder (SUD) treatment prior to COVID-19 for people who use drugs in rural areas. METHODS The Rural Opioid Initiative (January 2018-March 2020) was a cross-sectional study of people with prior 30-day injection drug or nonprescribed opioid use from rural areas of 10 states. Using multivariable mixed-effect regression models, we examined associations between participant technology access and SUD treatment. FINDINGS Of 3,026 participants, 71% used heroin and 76% used methamphetamine. Thirty-five percent had no cell phone and 10% had no prior 30-day internet use. Having both a cell phone and the internet was associated with increased days of medication for opioid use disorder (MOUD) use (aIRR 1.29 [95% CI 1.11-1.52]) and a higher likelihood of SUD counseling in the prior 30 days (aOR 1.28 [95% CI 1.05-1.57]). Lack of cell phone was associated with decreased days of MOUD (aIRR 0.77 [95% CI 0.66-0.91]) and a lower likelihood of prior 30-day SUD counseling (aOR 0.77 [95% CI 0.62-0.94]). CONCLUSIONS Expanding US rural SUD treatment engagement via telemedicine may require increased cell phone and mobile network access.
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Affiliation(s)
- Dana Button
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Ximena A. Levander
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Ryan R. Cook
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - William C. Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, Ohio, USA
| | - Elizabeth M. Salisbury-Afshar
- Department of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
| | - Judith I. Tsui
- Division of General Internal Medicine, University of Washington, Seattle, Washington, USA
| | - Umedjon Ibragimov
- Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Wiley D. Jenkins
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, Illinois, USA
| | - Ryan P. Westergaard
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
| | - P. Todd Korthuis
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, Oregon, USA
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Jenkins WD, Friedman SR, Hurt CB, Korthuis PT, Feinberg J, Del Toro-Mejias LM, Walters S, Seal DW, Fredericksen RJ, Westergaard R, Miller WC, Go VF, Schneider J, Giurcanu M. Variation in HIV Transmission Behaviors Among People Who Use Drugs in Rural US Communities. JAMA Netw Open 2023; 6:e2330225. [PMID: 37603331 PMCID: PMC10442709 DOI: 10.1001/jamanetworkopen.2023.30225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 07/16/2023] [Indexed: 08/22/2023] Open
Abstract
Importance People who use drugs (PWUD) continue to be at risk of HIV infection, but the frequency and distribution of transmission-associated behaviors within various rural communities is poorly understood. Objective To examine the association of characteristics of rural PWUD with HIV transmission behaviors. Design, Setting, and Participants In this cross-sectional study, surveys of PWUD in rural communities in 10 states (Illinois, Kentucky, New Hampshire, Massachusetts, North Carolina, Ohio, Oregon, Vermont, West Virginia, and Wisconsin) were collected January 2018 through March 2020 and analyzed August through December 2022. A chain-referral sampling strategy identified convenience sample seeds who referred others who used drugs. Rural PWUD who reported any past 30-day injection drug use or noninjection opioid use "to get high" were included. Exposures Individual characteristics, including age, race, gender identity, sexual orientation, partnership status, drug of choice, and location, were collected. Main Outcomes and Measures Past 30-day frequency of behaviors associated with HIV transmission, including drug injection, syringe sharing, opposite- and same-gender partners, transactional sex, and condomless sex, was assessed. Results Of 3048 rural PWUD (mean [SD] age, 36.1 [10.3] years; 225 American Indian [7.4%], 96 Black [3.2%], and 2576 White [84.5%] among 3045 with responses; and 1737 men [57.0%] among 3046 with responses), most participants were heterosexual (1771 individuals [86.8%] among 2040 with responses) and single (1974 individuals [68.6%] among 2879 with responses). Opioids and stimulants were reported as drug of choice by 1636 individuals (53.9%) and 1258 individuals (41.5%), respectively, among 3033 individuals with responses. Most participants reported recent injection (2587 of 3046 individuals [84.9%] with responses) and condomless sex (1406 of 1757 individuals [80.0%] with responses), among whom 904 of 1391 individuals (65.0%) with responses indicated that it occurred with people who inject drugs. Syringe sharing (1016 of 2433 individuals [41.8%] with responses) and transactional sex (230 of 1799 individuals [12.8%] with responses) were reported less frequently. All characteristics and behaviors, except the number of men partners reported by women, varied significantly across locations (eg, mean [SD] age ranged from 34.5 [10.0] years in Wisconsin to 39.7 [11.0] years in Illinois; P < .001). In multivariable modeling, younger age (adjusted odds ratio [aOR] for ages 15-33 vs ≥34 years, 1.36; 95% CI, 1.08-1.72) and being single (aOR, 1.37; 95% CI, 1.08-1.74) were associated with recent injection; younger age (aOR, 1.49; 95% CI, 1.20-1.85) and bisexual orientation (aOR vs heterosexual orientation, 2.27; 95% CI, 1.60-3.23) with syringe sharing; gender identity as a woman (aOR vs gender identity as a man, 1.46; 95% CI, 1.01-2.12), bisexual orientation (aOR vs heterosexual orientation, 2.59; 95% CI, 1.67-4.03), and being single (aOR, 1.71; 95% CI, 1.15-2.55) with transactional sex; and bisexual orientation (aOR vs heterosexual orientation, 1.60; 95% CI, 1.04-2.46) and stimulants as the drug of choice (aOR vs opioids, 1.45; 95 CI, 1.09-1.93) with condomless sex with someone who injects drugs. Conclusions and Relevance This study found that behaviors associated with HIV transmission were common and varied across communities. These findings suggest that interventions to reduce HIV risk among rural PWUD may need to be tailored to locally relevant factors.
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Affiliation(s)
- Wiley D. Jenkins
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Springfield
| | - Samuel R. Friedman
- Department of Population Health, New York University Grossman School of Medicine, New York
| | - Christopher B. Hurt
- Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill
| | - P. Todd Korthuis
- Addiction Medicine Section, Oregon Health and Science University, Portland
| | | | | | - Suzan Walters
- School of Global Public Health, New York University, New York, New York
| | - David W. Seal
- Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | | | - Ryan Westergaard
- School of Medicine and Public Health, University of Wisconsin, Madison
| | - William C. Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus
| | - Vivian F. Go
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - John Schneider
- Biological Sciences Division, University of Chicago, Chicago, Illinois
| | - Mihai Giurcanu
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois
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20
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Tully DC, Power KA, Sarette J, Stopka TJ, Friedmann PD, Korthuis PT, Cooper H, Young AM, Seal DW, Westergaard RP, Allen TM. Validation of Dried Blood Spots for Capturing Hepatitis C Virus Diversity for Genomic Surveillance. medRxiv 2023:2023.07.06.23292160. [PMID: 37461565 PMCID: PMC10350139 DOI: 10.1101/2023.07.06.23292160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/28/2023]
Abstract
Dried blood spots (DBS) have emerged as a promising alternative to traditional venous blood for HCV testing. However, their capacity to accurately reflect the genetic diversity of HCV remains poorly understood. We employed deep sequencing and advanced phylogenetic analyses on paired plasma and DBS samples to evaluate the suitability of DBS for genomic surveillance. Results demonstrated that DBS captured equivalent viral diversity compared to plasma with no phylogenetic discordance observed. The ability of DBS to accurately reflect the profile of viral genetic diversity suggests it may be a promising avenue for future surveillance efforts to curb HCV outbreaks.
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Affiliation(s)
- Damien C. Tully
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Center for Mathematical Modelling of Infectious Disease, London School of Hygiene and Tropical Medicine, London, UK
| | - Karen A. Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Jacklyn Sarette
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Thomas J. Stopka
- Tufts University School of Medicine Public Health and Community Medicine, 136 Harrison Avenue, Boston, MA, 02111, 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
| | - P. Todd Korthuis
- Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR, 97239, USA
| | - Hannah Cooper
- Rollins School of Public Health, Emory University, Grace Crum Rollins Building 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - April M. Young
- University of Kentucky, 760 Press Avenue Suite 280, Lexington, KY, 40536, USA
| | - David W. Seal
- Tulane University, 1440 Canal Street, Suite 2210, New Orleans, LA, 70112, USA
| | - Ryan P. Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI, 53705-2281, USA
| | - Todd M. Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
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21
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Kline D, Waller LA, McKnight E, Bonny A, Miller WC, Hepler SA. A Dynamic Spatial Factor Model to Describe the Opioid Syndemic in Ohio. Epidemiology 2023; 34:487-494. [PMID: 37155617 PMCID: PMC10591492 DOI: 10.1097/ede.0000000000001617] [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] [Indexed: 05/10/2023]
Abstract
BACKGROUND The opioid epidemic has been ongoing for over 20 years in the United States. As opioid misuse has shifted increasingly toward injection of illicitly produced opioids, it has been associated with HIV and hepatitis C transmission. These epidemics interact to form the opioid syndemic. METHODS We obtain annual county-level counts of opioid overdose deaths, treatment admissions for opioid misuse, and newly diagnosed cases of acute and chronic hepatitis C and newly diagnosed HIV from 2014 to 2019. Aligned with the conceptual framework of syndemics, we develop a dynamic spatial factor model to describe the opioid syndemic for counties in Ohio and estimate the complex synergies between each of the epidemics. RESULTS We estimate three latent factors characterizing variation of the syndemic across space and time. The first factor reflects overall burden and is greatest in southern Ohio. The second factor describes harms and is greatest in urban counties. The third factor highlights counties with higher than expected hepatitis C rates and lower than expected HIV rates, which suggests elevated localized risk for future HIV outbreaks. CONCLUSIONS Through the estimation of dynamic spatial factors, we are able to estimate the complex dependencies and characterize the synergy across outcomes that underlie the syndemic. The latent factors summarize shared variation across multiple spatial time series and provide new insights into the relationships between the epidemics within the syndemic. Our framework provides a coherent approach for synthesizing complex interactions and estimating underlying sources of variation that can be applied to other syndemics.
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Affiliation(s)
- David Kline
- From the Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Lance A Waller
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Erin McKnight
- Division of Adolescent Medicine, Nationwide Children's Hospital, Columbus, OH
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, OH
| | - Andrea Bonny
- Division of Adolescent Medicine, Nationwide Children's Hospital, Columbus, OH
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, OH
| | - William C Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH
| | - Staci A Hepler
- Department of Statistical Sciences, College of Arts and Sciences, Wake Forest University, Winston-Salem, NC
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Barber CM, Terplan M. Principles of care for pregnant and parenting people with substance use disorder: the obstetrician gynecologist perspective. Front Pediatr 2023; 11:1045745. [PMID: 37292372 PMCID: PMC10246753 DOI: 10.3389/fped.2023.1045745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 04/17/2023] [Indexed: 06/10/2023] Open
Abstract
Substance use in pregnant and parenting persons is common, yet still underdiagnosed. Substance use disorder (SUD) is one of the most stigmatized and undertreated chronic medical conditions, and this is exacerbated in the perinatal period. Many providers are not sufficiently trained in screening or treatment for substance use, so gaps in care for this population persist. Punitive policies towards substance use in pregnancy have proliferated, lead to decreased prenatal care, do not improve birth outcomes, and disproportionately impact Black, Indigenous, and other families of color. We discuss the importance of understanding the unique barriers of pregnancy-capable persons and drug overdose as one of the leading causes of maternal death in the United States. We highlight the principles of care from the obstetrician-gynecologist perspective including care for the dyad, person-centered language, and current medical terminology. We then review treatment of the most common substances, discuss SUD during the birthing hospitalization, and highlight the high risk of mortality in the postpartum period.
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Affiliation(s)
- Cecily May Barber
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, United States
- Department of Obstetrics and Gynecology, Boston University School of Medicine and Boston Medical Center, Boston, MA, United States
| | - Mishka Terplan
- Friends Research Institute, Baltimore, MD, United States
- Department of Family and Community Medicine, University of California, San Francisco, CA, United States
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23
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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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24
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Cook RR, Foot C, Arah OA, Humphreys K, Rudolph KE, Luo SX, Tsui JI, Levander XA, Korthuis PT. Estimating the impact of stimulant use on initiation of buprenorphine and extended-release naltrexone in two clinical trials and real-world populations. Addict Sci Clin Pract 2023; 18:11. [PMID: 36788634 PMCID: PMC9930351 DOI: 10.1186/s13722-023-00364-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 02/01/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Co-use of stimulants and opioids is rapidly increasing. Randomized clinical trials (RCTs) have established the efficacy of medications for opioid use disorder (MOUD), but stimulant use may decrease the likelihood of initiating MOUD treatment. Furthermore, trial participants may not represent "real-world" populations who would benefit from treatment. METHODS We conducted a two-stage analysis. First, associations between stimulant use (time-varying urine drug screens for cocaine, methamphetamine, or amphetamines) and initiation of buprenorphine or extended-release naltrexone (XR-NTX) were estimated across two RCTs (CTN-0051 X:BOT and CTN-0067 CHOICES) using adjusted Cox regression models. Second, results were generalized to three target populations who would benefit from MOUD: Housed adults identifying the need for OUD treatment, as characterized by the National Survey on Drug Use and Health (NSDUH); adults entering OUD treatment, as characterized by Treatment Episodes Dataset (TEDS); and adults living in rural regions of the U.S. with high rates of injection drug use, as characterized by the Rural Opioids Initiative (ROI). Generalizability analyses adjusted for differences in demographic characteristics, substance use, housing status, and depression between RCT and target populations using inverse probability of selection weighting. RESULTS Analyses included 673 clinical trial participants, 139 NSDUH respondents (weighted to represent 661,650 people), 71,751 TEDS treatment episodes, and 1,933 ROI participants. The majority were aged 30-49 years, male, and non-Hispanic White. In RCTs, stimulant use reduced the likelihood of MOUD initiation by 32% (adjusted HR [aHR] = 0.68, 95% CI 0.49-0.94, p = 0.019). Stimulant use associations were slightly attenuated and non-significant among housed adults needing treatment (25% reduction, aHR = 0.75, 0.48-1.18, p = 0.215) and adults entering OUD treatment (28% reduction, aHR = 0.72, 0.51-1.01, p = 0.061). The association was more pronounced, but still non-significant among rural people injecting drugs (39% reduction, aHR = 0.61, 0.35-1.06, p = 0.081). Stimulant use had a larger negative impact on XR-NTX initiation compared to buprenorphine, especially in the rural population (76% reduction, aHR = 0.24, 0.08-0.69, p = 0.008). CONCLUSIONS Stimulant use is a barrier to buprenorphine or XR-NTX initiation in clinical trials and real-world populations that would benefit from OUD treatment. Interventions to address stimulant use among patients with OUD are urgently needed, especially among rural people injecting drugs, who already suffer from limited access to MOUD.
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Affiliation(s)
- R R Cook
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA.
| | - C Foot
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
| | - O A Arah
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
- Division of Physical Sciences, Department of Statistics, UCLA College, Los Angeles, CA, USA
- Research Unit for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - K Humphreys
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - K E Rudolph
- Department of Epidemiology, School of Public Health, Columbia University, New York, NY, USA
| | - S X Luo
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University, New York, USA
| | - J I Tsui
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - X A Levander
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
| | - P T Korthuis
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
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25
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Walters SM, Frank D, Felsher M, Jaiswal J, Fletcher S, Bennett AS, Friedman SR, Ouellet LJ, Ompad DC, Jenkins W, Pho MT. How the rural risk environment underpins hepatitis C risk: Qualitative findings from rural southern Illinois, United States. Int J Drug Policy 2023; 112:103930. [PMID: 36641816 PMCID: PMC9974910 DOI: 10.1016/j.drugpo.2022.103930] [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: 06/23/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Hepatitis C virus (HCV) infection has increased among persons who inject drugs (PWID) in the United States with disproportionate burden in rural areas. We use the Risk Environment framework to explore potential economic, physical, social, and political determinants of hepatitis C in rural southern Illinois. METHODS Nineteen in-depth semi-structured interviews were conducted with PWID from August 2019 through February 2020 (i.e., pre-COVID-19 pandemic) and four with key informants who professionally worked with PWID. Interviews were recorded, professionally transcribed, and coded using qualitative software. We followed a grounded theory approach for coding and analyses. RESULTS We identify economic, physical, policy, and social factors that may influence HCV transmission risk and serve as barriers to HCV care. Economic instability and lack of economic opportunities, a lack of physically available HCV prevention and treatment services, structural stigma such as policies that criminalize drug use, and social stigma emerged in interviews as potential risks for transmission and barriers to care. CONCLUSION The rural risk environment framework acknowledges the importance of community and structural factors that influence HCV infection and other disease transmission and care. We find that larger structural factors produce vulnerabilities and reduce access to resources, which negatively impact hepatitis C disease outcomes.
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Affiliation(s)
- Suzan M Walters
- Department of Epidemiology, New York University School of Global Public Health, New York, NY, United States; Center for Drug Use and HIV/HCV Research, New York, NY, United States.
| | - David Frank
- Department of Epidemiology, New York University School of Global Public Health, New York, NY, United States; Center for Drug Use and HIV/HCV Research, New York, NY, United States
| | - Marisa Felsher
- College of Population Health, Thomas Jefferson University, United States
| | - Jessica Jaiswal
- Department of Health Science, University of Alabama, Tuscaloosa, AL, United States
| | - Scott Fletcher
- Department of Epidemiology, New York University School of Global Public Health, New York, NY, United States; Center for Drug Use and HIV/HCV Research, New York, NY, United States; College of Population Health, Thomas Jefferson University, United States; Department of Health Science, University of Alabama, Tuscaloosa, AL, United States; Department of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, United States; Department of Population Health, New York University Grossman School of Medicine, United States; Division of Epidemiology & Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL, United States; Department of Population Science and Policy, SIU School of Medicine, Springfield, IL, United States; Department of Medicine, University of Chicago, Chicago, IL, United States; The Community Action Place, Murphysboro, IL, United States
| | - Alex S Bennett
- Center for Drug Use and HIV/HCV Research, New York, NY, United States; Department of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, United States
| | - Samuel R Friedman
- Center for Drug Use and HIV/HCV Research, New York, NY, United States; Department of Population Health, New York University Grossman School of Medicine, United States
| | - Lawrence J Ouellet
- Division of Epidemiology & Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL, United States
| | - Danielle C Ompad
- Department of Epidemiology, New York University School of Global Public Health, New York, NY, United States; Center for Drug Use and HIV/HCV Research, New York, NY, United States
| | - Wiley Jenkins
- Department of Population Science and Policy, SIU School of Medicine, Springfield, IL, United States
| | - Mai T Pho
- Department of Medicine, University of Chicago, Chicago, IL, United States
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