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Staton M, Pike E, Tillson M, Lofwall MR. Facilitating factors and barriers for use of medications to treat opioid use disorder (MOUD) among justice-involved individuals in rural Appalachia. JOURNAL OF COMMUNITY PSYCHOLOGY 2024; 52:997-1014. [PMID: 36930568 PMCID: PMC10505241 DOI: 10.1002/jcop.23029] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 02/27/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
Abstract
The purpose of this qualitative study is to assess facilitating factors and barriers for medications to treat opioid use disorder (MOUD) initiation among justice-involved individuals in one rural Appalachian community, as well as how those factors may differ across the three types of Food and Drug Administration (FDA) approved medications. Qualitative interviews were conducted with rural justice-involved individuals (N = 10) with a history of opioid use in the target community. Overall, participants demonstrated knowledge of the different types of MOUD and their pharmacological properties, but limited overall health literacy around opioid use disorder and MOUD treatment. Treatment access was hampered by transportation, time burdens, and costs. Findings call for research into improving health literacy education, training, and resources to decrease stigma and increase access to MOUD, particularly in light of the ongoing opioid crisis. State policies also need to increase access to all FDA medications among justice-involved individuals, as well as supporting a care continuum from facility entry, release, and community re-entry.
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Affiliation(s)
- Michele Staton
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40508, USA
| | - Erika Pike
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
| | - Martha Tillson
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40508, USA
- Department of Sociology, University of Kentucky College of Arts and Sciences, Lexington, KY 40506-0027, USA
| | - Michelle R. Lofwall
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40508, USA
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Abstract
OBJECTIVES Despite billions of dollars spent on opioid policy initiatives, public knowledge of evidence-based policies to reduce opioid-related morbidity remain low. Consequences of this knowledge gap for support of initiatives remains understudied. Our objective was to evaluate how participants with and without lived experience allocate funding for initiatives to address the opioid epidemic. A secondary objective was to collect proof-of-concept data of an informational intervention designed to improve support for evidence-based policies. METHODS Participants (N = 284; 57.2% female) without lifetime nonmedical opioid use (n = 98) and those with lifetime use (past year [n = 81] or nonpast year [n = 105]) of nonmedical opioids were recruited. All participants reported how they would allocate funds to demand reduction, supply reduction, harm reduction, and treatment policies. Half of all participants were then randomized to a brief informational intervention designed to emphasize evidence-based harm reduction and treatment programs. RESULTS Funding allocations were highest for policies related to community services and treatment and lowest for those related to harm reduction. Participants with lived experience allocated less to supply reduction policies. Participants (12%) who reallocated funds after information exposure increased funding to supervised consumption sites, dz = 0.77, naloxone distribution, dz = 0.85, syringe exchange programs, dz = 0.63, and medications for opioid use disorder access, dz = 0.70. CONCLUSIONS This study illustrates how people with and without lived experience prioritize various policies to address the opioid epidemic and emphasize comparably low support for harm reduction policies. Proof-of-concept data suggest that brief informational interventions may increase funding support for harm reduction strategies, at least in a subset of people.
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Affiliation(s)
- Justin C. Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, USA
| | - Grant Victor
- Center for Behavioral Health and Justice, School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, USA
| | - Bradley Ray
- Center for Behavioral Health and Justice, School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, USA
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Victor GA, Bailey K, Ray B. Buprenorphine Treatment Intake and Critical Encounters following a Nonfatal Opioid Overdose. Subst Use Misuse 2021; 56:988-996. [PMID: 33749520 DOI: 10.1080/10826084.2021.1901933] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Individuals with prior opioid-related overdose events have an increased risk for opioid-related mortality. Buprenorphine is a partial agonist that has shown to be an effective medication for opioid use disorder (MOUD). Yet, few studies have investigated whether buprenorphine reduces the risk of opioid-related mortality following a nonfatal opioid-related overdose. METHODS A retrospective study was conducted on all overdose cases in Indiana between January 1, 2017 and December 31, 2017. Data were linked from multiple administrative sources. Cases were linked to vital records to assess mortality. Bivariate analyses were conducted to assess group differences between survivors and decedents. A series of multiple logistic regression models were used to determine main and interaction effects of opioid-related mortality. RESULTS Among the 10,195 nonfatal overdoses, 2.4% (247) resulted in a subsequent fatal overdose. Overdose decedents were on average 36.4 years-old, 66.8% male, 91.1% White, and 83.8% did not receive a buprenorphine dispensation. Incremental increases in the number of buprenorphine dispensations decreased the likelihood of fatal overdose by 94% (95% CI = 0.88-0.98, p = .001). Incremental increases in arrest encounters were found to significantly increase the likelihood of a fatal overdose (AOR = 2.16; 95% CI = 1.13-3.55). Arrest encounters were a significant moderator of the relationship between buprenorphine uptake effectiveness and drug-related mortality. CONCLUSIONS Analysis of linked data provided details of risk and protective factors of fatal overdose. Buprenorphine reduced the risk of death; however, criminal justice involvement remains an area of attention for diversion and overdose death prevention interventions.
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Affiliation(s)
- Grant A Victor
- Center for Behavioral Health and Justice, School of Social Work, Wayne State University, Detroit, Michigan, USA
| | - Katie Bailey
- Center for Behavioral Health and Justice, School of Social Work, Wayne State University, Detroit, Michigan, USA
| | - Brad Ray
- Center for Behavioral Health and Justice, School of Social Work, Wayne State University, Detroit, Michigan, USA
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Huynh P, Victor G, Ray B. Using prescribing and toxicology data to determine non-medical prescription drug overdose. Addict Behav Rep 2020; 12:100289. [PMID: 32637565 PMCID: PMC7330872 DOI: 10.1016/j.abrep.2020.100289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 05/28/2020] [Accepted: 06/03/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Overdose deaths have increased dramatically in the United States and are often attributed to prescription opioids. This study presents a framework for "overdose typologies", including non-medical prescription drug use, to more accurately describe drug use patterns. METHODS This study examined linked prescription drug monitoring program (PDMP) and toxicology data (2016-2018) from accidental overdose deaths from a large metropolitan coroner's office in the Midwest (Indianapolis, Indiana). RESULTS In total, 1,112 accidental overdose deaths occurred and over two-thirds (68.0%; n = 756) were coded as an illicit drug user with no prescription opioid present in the toxicology. The most infrequent categories were prescription opioid users 5.5% (n = 61). CONCLUSION Linked PDMP and toxicology reports are useful in identifying drug use patterns that contribute to mortality.
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Affiliation(s)
- Philip Huynh
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Grant Victor
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Brad Ray
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
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Abstract
AIM The current study explores pre-incarceration polysubstance use patterns among a justice-involved population who use opioids. Design: Setting: Data from prison and jail substance use programing in the state of Kentucky from 2015-2017 was examined. Participants: A cohort of 6,569 individuals who reported both pre-incarceration use of opioids and reported the use of more than one substance per day. Measurements: To determine the different typologies of polysubstance use involving opioids, latent profile analysis of the pre-incarceration thirty-day drug use of eight substances was conducted. Multinomial logistic regression predicted latent profile membership. Findings: Six unique profiles of polysubstance use involving opioids and other substances were found; Primarily Alcohol (9.4%), Primarily Heroin (19.0%), Less Polysubstance Use (34.3%), Tranquilizer Polysubstance Use (16.3%), Primarily Buprenorphine (7.8%), and Stimulant-Opioid (13.2%). Profiles differed by rural/urban geography, injection drug use, physical, and mental health symptoms. Conclusion: Findings indicate the heterogeneity of opioid use among a justice-involved population. More diverse polysubstance patterns may serve as a proxy to identifying individuals with competing physical and mental health needs. Future interventions could be tailored to polysubstance patterns during the period of justice-involvement.
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Affiliation(s)
- Amanda M. Bunting
- Department of Sociology, University of Kentucky, Lexington, Kentucky, USA
| | - Carrie Oser
- Department of Sociology, University of Kentucky, Lexington, Kentucky, USA
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
| | - Michele Staton
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
- Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, USA
| | - Hannah Knudsen
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
- Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, USA
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Smith KE, Tillson MD, Staton M, Winston EM. Characterization of diverted buprenorphine use among adults entering corrections-based drug treatment in Kentucky. Drug Alcohol Depend 2020; 208:107837. [PMID: 31951906 PMCID: PMC7418075 DOI: 10.1016/j.drugalcdep.2020.107837] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 12/17/2019] [Accepted: 12/26/2019] [Indexed: 02/09/2023]
Abstract
BACKGROUND Illicit, medically unsupervised use of buprenorphine (i.e., "diverted use") among vulnerable and underserved populations, such as corrections-involved adults, remains underexplored. METHODS Survey data (2016-2017) collected as part of a clinical assessment of incarcerated adults entering corrections-based substance use treatment in Kentucky were analyzed. For years examined, 12,915 completed the survey. Removing cases for participants who did not reside in Kentucky for >6 months during the one-year pre-incarceration period (n = 908) resulted in a final sample size of 12,007. RESULTS Over a quarter of the sample reported past-year diverted buprenorphine use prior to incarceration and 21.8 % reported use during the 30-days prior to incarceration, using 6.5 months and 14.3 days on average, respectively. A greater proportion of participants who reported diverted buprenorphine use had previously been engaged with some substance use treatment (77.0 %) and reported greater perceived need for treatment (79.4 %) compared to those who did not report use. Use was more likely among participants who were younger, white, male, and who reported rural or Appalachian residence. Diverted buprenorphine users also evidenced extensive polydrug use and presented with greater substance use disorder severity. Non-medical prescription opioid, heroin, and diverted methadone use were associated with increased odds of diverted buprenorphine use while kratom was not. Diverted methadone use was associated with a 252.9 % increased likelihood of diverted buprenorphine use. CONCLUSIONS Diverted buprenorphine use among participants in this sample was associated with concerning high-risk behaviors and may indicate barriers to accessing opioid agonist therapies for corrections-involved Kentucky residents, particularly those in rural Appalachia.
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Affiliation(s)
- Kirsten E Smith
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Kent School of Social Work, University of Louisville, Louisville, Kentucky, 40292, United States.
| | - Martha D Tillson
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Department of Sociology, University of Kentucky, Lexington, Kentucky, 40508, United States
| | - Michele Staton
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, 40508, United States
| | - Erin M Winston
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States
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