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Kasson E, Szlyk HS, Li X, Rajamahanty A, Nakshatri S, Kaiser N, Constantino-Pettit A, Baiden P, Filiatreau LM, Cavazos-Rehg P. Self-Reported Advantages and Disadvantages of Online Networking About Opioid Misuse Among Those Who Have or Are Currently Misusing Opioids. Subst Use Misuse 2025:1-12. [PMID: 40329573 DOI: 10.1080/10826084.2025.2495778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/08/2025]
Abstract
INTRODUCTION The opioid crisis is a significant public health concern. Online social networking platforms allow individuals with Opioid Use Disorder (OUD) to connect with others with shared experiences, which may combat treatment barriers. This study explored the self-reported advantages and disadvantages of engaging with social media content related to opioid misuse. METHODS Participants who reported ever misusing opioids (n = 248) were recruited from opioid-related forums on Reddit. Qualitative analysis identified themes in open-ended survey responses regarding perceived advantages, disadvantages, and impacts of online networking about opioid misuse. Bivariate analyses were conducted to compare qualitative themes mentioned by participants with their quantitative survey responses regarding treatment interest, perceived social support, and OUD symptom severity. RESULTS Advantages to socially networking about opioid misuse reported included connecting with others (69.5%), seeking advice (31.7%), and reduced fears of stigma/judgment (11.8%). Disadvantages reported included fear of being monitored (31.5%), receiving judgment/negative comments (28.6%), and viewing triggering content (12.9%). Mixed method analyses indicated that those who mentioned privacy of online communities as an advantage were less likely to report interest in treatment (p = 0.02). Those who reported having a non-judgmental community/outlet as an advantage were more likely to report higher levels of opioid dependence in the past 30 days (p = 0.03). DISCUSSION Online networking about opioid misuse has both advantages and disadvantages, and these perceived impacts vary by an individual's readiness for recovery and/or treatment. The findings of this study have implications for research and practice involving development of non-stigmatizing forms of assessment and support including harm reduction strategies.
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Affiliation(s)
- Erin Kasson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Hannah S Szlyk
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Xiao Li
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Aishwarya Rajamahanty
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Sapna Nakshatri
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Nina Kaiser
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Anna Constantino-Pettit
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Philip Baiden
- School of Social Work, University of Texas at Arlington, Arlington, Texas, USA
| | - Lindsey M Filiatreau
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
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Ware OD, Geiger GR, Rivas VD, Macias Burgos MA, Nehme-Kotocavage L, Bautista TG. Risk of Relapse Following Discharge from Non-Hospital Residential Opioid Use Disorder Treatment: A Systematic Review of Studies Published from 2018 to 2022. Subst Abuse Rehabil 2025; 16:105-118. [PMID: 40297541 PMCID: PMC12035408 DOI: 10.2147/sar.s440214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 04/15/2025] [Indexed: 04/30/2025] Open
Abstract
Relapsing on opioids after residential treatment may involve fatal outcomes, considering the potential for reduced tolerance and the potency of fentanyl in the illicit opioid market. The present paper examines recent literature on the risk of relapse among adults with opioid use disorder after discharge from residential treatment. We searched for published studies from 2018 to 2022 through database searches, including CINAHL, PsychINFO, PubMed, and Scopus. Across the N=10 studies included in this review, returning to substance use after residential treatment was captured differently, including self-report, hair samples, and urine samples. Follow-up relapse data after discharging from treatment was also captured across different time periods of included studies ranging from one month to six months. Variability was also identified in the percentage of individuals who relapsed after treatment, ranging from 0% to 95%. Considering the potential for a fatal overdose in the current fentanyl era, it is imperative to provide resources during residential treatment that can reduce the risk of relapse after discharge.
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Affiliation(s)
- Orrin D Ware
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Gabriella Rose Geiger
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Veronica D Rivas
- Department of Psychological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | | | | | - Tara G Bautista
- Department of Psychological Sciences, Northern Arizona University, Flagstaff, AZ, USA
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Jakubowski A, Patrick B, DiClemente-Bosco K, Salino S, Scott K, Becker S. Using the IFASIS (Inventory of Factors Affecting Successful Implementation and Sustainment) to advance context-specific and generalizable knowledge of implementation determinants: case study of a digital contingency management platform. Implement Sci Commun 2025; 6:35. [PMID: 40197492 PMCID: PMC11974088 DOI: 10.1186/s43058-025-00708-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 02/18/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Contingency management (CM) is the most effective treatment for stimulant use disorder but is underutilized by opioid treatment programs (OTPs) despite the high prevalence of stimulant use in this setting. As part of a state-wide initiative, we piloted a novel assessment, the Inventory of Factors Affecting Successful Implementation and Sustainment (IFASIS), to examine determinants of implementation of a digital CM platform across a set of OTPs. We describe how the IFASIS was used to elucidate both generalizable and context-specific implementation determinants, and to guide the provision of implementation facilitation. METHODS Six OTPs received a multi-level implementation strategy (including facilitation) to promote programmatic uptake of a digital CM platform. Pre-implementation, OTPs completed the IFASIS, a 27-item questionnaire that assesses both the valence (positive/negative) and importance of determinants across 4 domains: outside the organization, within the organization, about the intervention, and about intervention recipients. OTP staff completed the IFASIS as a team, identifying consensus ratings during recorded discussions. Transcripts of IFASIS recordings were analyzed using rapid qualitative analysis. Quantitative IFASIS results were aggregated into medians and ranges within and across organizations. A detailed review of implementation facilitation meeting notes was conducted to examine how the IFASIS was used to guide facilitation. RESULTS Quantitative ratings and qualitative feedback revealed common barriers to implementation of the digital CM platform, including a lack of sustainable funding sources, absence of external and organizational policies, insufficient higher-level leadership support, and mixed attitudes among staff members toward CM. Common implementation facilitators included enthusiasm and commitment among organization leadership and the perception that the digital CM platform would reduce the workload and burden on OTP counselors. The IFASIS was used to guide facilitation in several ways, including stimulating discussion about barriers and facilitators, brainstorming strategies to address barriers rated as "very important", and identifying facilitators that could be harnessed as part of implementation efforts. CONCLUSIONS The IFASIS identified important determinants of CM implementation in OTPs and was instrumental in shaping facilitation. The IFASIS may be a valuable assessment for the implementation science community to identify and address generalizable and context-specific implementation determinants.
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Affiliation(s)
- Andrea Jakubowski
- Department of Medicine, Division of General Internal Medicine, Montefiore Medical Center-Albert Einstein College of Medicine, 3300 Kossuth Avenue, Bronx, NY, 10467, USA.
| | - Briana Patrick
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 1070 Arastradero Rd., Suite 375, Palo Alto, CA, 94304, USA
| | - Kira DiClemente-Bosco
- Center for Dissemination and Implementation Science, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair St, Chicago, IL, 60611, USA
| | - Sarah Salino
- Center for Dissemination and Implementation Science, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair St, Chicago, IL, 60611, USA
| | - Kelli Scott
- Center for Dissemination and Implementation Science, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair St, Chicago, IL, 60611, USA
| | - Sara Becker
- Center for Dissemination and Implementation Science, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair St, Chicago, IL, 60611, USA
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Bórquez I, Krawczyk N, Matthay EC, Charris R, Dupré S, Mateo M, Carvacho P, Cerdá M, Castillo-Carniglia Á, Valenzuela E. Substance use and psychiatric outcomes following substance use disorder treatment: An 18-month prospective cohort study in Chile. Addiction 2025; 120:756-769. [PMID: 39789832 DOI: 10.1111/add.16731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 11/14/2024] [Indexed: 01/12/2025]
Abstract
BACKGROUND AND AIMS Evidence from high-income countries has linked duration and compliance with treatment for substance use disorders (SUDs) with reductions in substance use and improvements in mental health. Generalizing these findings to other regions like South America, where opioid and injection drug use is uncommon, is not straightforward. We examined if length of time in treatment and compliance with treatment reduced subsequent substance use and presence of psychiatric comorbidities. DESIGN Prospective cohort analysis (3 assessments, 18 months) using inverse probability weighting to account for confounding and loss to follow-up. SETTINGS Outpatient/inpatient programs in Región Metropolitana, Chile. PARTICIPANTS Individuals initiating publicly funded treatment (n = 399). MEASUREMENTS Exposures included length of time in (0-3, 4-7, 8 + months, currently in) and compliance with treatment (not completed, completed, currently in) measured in the intermediate assessment (12 months). Primary outcomes were past-month use of primary substance (most problematic) and current psychiatric comorbidities (major depressive episode, panic, anxiety or post-traumatic stress disorders) measured 6 months later (18 months). Secondary outcomes included past month use of alcohol, cannabis, cocaine powder and cocaine paste. FINDINGS 18.3% [95% confidence interval (CI) = 14.7%-22.6%] of individuals participated for 3 or fewer months in treatment and 50.1% (95% CI = 45.2%-55.1%) did not complete their treatment plan at 12 months. Participating for 8 + months in treatment was associated with lower risk of past month use of primary substance at 18 months [vs. 0-3 months, risk ratio (RR) = 0.62, 95% CI = 0.38-1.00] and completion of treatment (vs. not completed, RR = 0.49, 95% CI = 0.30-0.80). Neither participating 8 + months (vs. 0-3 months, RR = 0.83, 95% CI = 0.57-1.22) nor treatment completion (vs. not completed, RR = 1.02, 95% CI = 0.72-1.46) were associated with lower risk of psychiatric comorbidity at 18 months. CONCLUSIONS Longer time in treatment and compliance with treatment for substance use disorders in Chile appears to be associated with lower risk of substance use but not current comorbid psychiatric conditions 18 months after treatment initiation.
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Affiliation(s)
- Ignacio Bórquez
- Center for Opioid Epidemiology and Policy (COEP), Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Chile
- Center for Studies on Justice and Society (CJS), Pontificia Universidad Católica de, Chile
| | - Noa Krawczyk
- Center for Opioid Epidemiology and Policy (COEP), Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Ellicott C Matthay
- Center for Opioid Epidemiology and Policy (COEP), Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Rafael Charris
- Center for Opioid Epidemiology and Policy (COEP), Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Sofía Dupré
- Center for Studies on Justice and Society (CJS), Pontificia Universidad Católica de, Chile
| | - Mariel Mateo
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Chile
- School of Criminology and Criminal Justice, Griffith University, Australia
| | - Pablo Carvacho
- Center for Studies on Justice and Society (CJS), Pontificia Universidad Católica de, Chile
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy (COEP), Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Álvaro Castillo-Carniglia
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Chile
- Departamento Nacional de Salud Pública, Facultad de Medicina y Ciencia, Universidad San Sebastián, Chile
| | - Eduardo Valenzuela
- Center for Studies on Justice and Society (CJS), Pontificia Universidad Católica de, Chile
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Getty CA, Metrebian N, Neale J, Weaver T, Strang J. Addiction specialists' perspectives on digital contingency management and its role within UK drug and alcohol services: A qualitative exploration. Drug Alcohol Rev 2025. [PMID: 40099487 DOI: 10.1111/dar.14046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 02/17/2025] [Accepted: 03/04/2025] [Indexed: 03/20/2025]
Abstract
INTRODUCTION Contingency management (CM), based on the principles of operant conditioning, uses positive reinforcement to promote behaviour change in individuals with substance use disorder. Research on CM has grown exponentially, with technology being used to expand the reach and scope of these interventions. The views of policy professionals and treatment providers on the remote delivery of CM are likely to play an important role in the development and application of these interventions. METHODS Semi-structured qualitative interviews, analysed using framework analysis, were conducted with 22 UK-based addiction specialists to explore their views on digital CM, including its place within UK drug and alcohol services and future developments. Participants included commissioners, policy professionals and clinicians. RESULTS CM was widely acknowledged as an effective, scientifically grounded and appropriate treatment approach for drug treatment and recovery. While addiction specialists see CM as a powerful tool in a comprehensive addiction treatment toolkit, they identify the barriers impeding its implementation, including a lack of awareness among treatment providers, commissioning challenges, resource constraints and ethical concerns. Remote delivery of CM was considered a promising approach for overcoming some of these barriers and enhancing CM delivery and engagement. DISCUSSION AND CONCLUSIONS Technology needs to be integrated into clinical practice to expand the reach of treatment. While current evidence supports digital CM, concerns about digital literacy, technological barriers, resource constraints, public acceptability and political hesitancy highlight the need for further research to validate its feasibility and to explore the extent to which it should complement, rather than replace, in-person treatment options.
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Affiliation(s)
- Carol-Ann Getty
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nicola Metrebian
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Joanne Neale
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Tim Weaver
- Department of Mental Health & Social Work, Faculty of Health, Social Care and Education, Middlesex University, London, UK
| | - John Strang
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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6
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Goodwin S, Kirby KC, Raiff BR. Evolution of the substance use landscape: Implications for contingency management. J Appl Behav Anal 2025; 58:36-55. [PMID: 39193870 PMCID: PMC11803362 DOI: 10.1002/jaba.2911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 07/31/2024] [Indexed: 08/29/2024]
Abstract
Contingency management (CM), which involves the delivery of incentives upon meeting behavioral goals, has the potential to improve substance use treatment outcomes. The intervention allows for flexibility through numerous modifiable components including changes to incentive magnitude and schedule, target behavior, and intervention structure. Unfortunately, numerous changes in the substance use landscape have occurred in the past 10 to 15 years: Substances are more potent, overdose risk has increased, new substances and methods of use have been introduced, and substance classes are increasingly being intentionally and unintentionally mixed. These developments potentially undermine CM outcomes. We explored recent substance use changes due to legislative, regulatory, social, and economic factors for four substance classes: stimulants, opioids, tobacco, and cannabis. We discuss potential adjustments to the modifiable components of CM for future research in response to these changes. By continually adapting to the shifting substance use landscape, CM can maintain optimal efficacy.
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Affiliation(s)
- Shelby Goodwin
- Department of PsychologyRowan UniversityGlassboroNew JerseyUSA
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7
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Marino EN, Karns-Wright T, Perez MC, Potter JS. Smartphone App-Based Contingency Management and Opioid Use Disorder Treatment Outcomes. JAMA Netw Open 2024; 7:e2448405. [PMID: 39621343 PMCID: PMC11612830 DOI: 10.1001/jamanetworkopen.2024.48405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/10/2024] [Indexed: 12/06/2024] Open
Abstract
Importance Opioid use disorder continues to be a national crisis, contributing to substantial morbidity and mortality. Medication is the only evidence-based treatment for opioid use disorder; however, improving clinical outcomes may require augmenting it with psychosocial interventions, such as contingency management (CM), specifically, smartphone app-based CM. Objective To evaluate whether augmenting medication for opioid use disorder (MOUD) with app-based CM is associated with fewer days of opioid use at the end of treatment and greater retention than treatment with MOUD only. Design, Setting, and Participants This retrospective cohort study used data from November 1, 2020, to November 30, 2023, collected from opioid treatment programs and office-based opioid treatment programs across Texas. The cohort included individuals aged 18 years or older who were uninsured or underinsured and who chose to receive MOUD only or MOUD plus CM delivered via the WEconnect smartphone app. Participants who chose to receive app-based CM received monetary incentives upon achieving their self-chosen recovery goals. Exposure Opioid use disorder. Main Outcomes and Measures Primary analyses examined differences in treatment outcomes (self-reported days of opioid use at the end of treatment and retention) between patients who chose MOUD only and those who chose MOUD plus app-based CM. Linear regression analysis was used to examine days of opioid use at the end of treatment, and Cox proportional hazards regression analysis was used to examine retention. Results The analytic sample comprised 600 individuals (mean [SD] age, 38.4 [8.6] years; 342 male [57.0%]), with 300 included in each treatment group. Those who chose to receive MOUD plus app-based CM reported significantly fewer days of opioid use at the end of treatment compared with those who chose to receive MOUD only (mean [SD] duration, 8.4 [12.9] vs 12.0 [13.5] days; β = -6.10; 95% CI, -8.09 to -4.10). Retention analysis showed that patients who chose to receive MOUD plus app-based CM were significantly more likely to stay in treatment longer compared with those who chose to receive MOUD only (mean [SD] duration, 290.2 [109.4] vs 236.1 [128.1] days; β = 51.91; 95% CI, 33.86 to 69.95). Conclusions and Relevance These findings suggest that augmenting MOUD with app-based CM may provide clinical benefits for underserved patients. Expanding the availability of app-based CM may contribute to decreasing the societal, economic, and personal burden of opioid use.
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Affiliation(s)
- Elise N. Marino
- Be Well Institute on Substance Use and Related Disorders, Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio
| | - Tara Karns-Wright
- Be Well Institute on Substance Use and Related Disorders, Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio
| | - Matthew C. Perez
- Be Well Institute on Substance Use and Related Disorders, University of Texas Health Science Center at San Antonio
| | - Jennifer S. Potter
- Be Well Institute on Substance Use and Related Disorders, Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio
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8
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Jakubowski A, Patrick B, DiClemente-Bosco K, Salino S, Scott K, Becker S. Using the IFASIS (Inventory of Factors Affecting Successful Implementation and Sustainment) to Advance Context-Specific and Generalizable Knowledge of Implementation Determinants: Case Study of a Digital Contingency Management Platform. RESEARCH SQUARE 2024:rs.3.rs-4912858. [PMID: 39502779 PMCID: PMC11537345 DOI: 10.21203/rs.3.rs-4912858/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2024]
Abstract
Background Contingency management (CM) is the most effective treatment for stimulant use disorder but is underutilized by opioid treatment programs (OTPs), despite the high prevalence of stimulant use in this setting. As part of a state-wide initiative, we piloted a novel assessment, the Inventory of Factors Affecting Successful Implementation and Sustainment (IFASIS), to examine determinants of implementation of a digital CM platform across a set of OTPs. We describe how the IFASIS was used to elucidate both generalizable and context-specific implementation determinants, and to guide the provision of implementation facilitation. Methods Six OTPs received a multi-level implementation strategy (including facilitation) to promote programmatic uptake of a digital CM platform. Pre-implementation, OTPs completed the IFASIS, a 27-item questionnaire that assesses both the valence (positive/negative) and importance of determinants across 4 domains: outside the organization, within the organization, about the intervention, and about intervention recipients. OTP staff completed the IFASIS as a team, identifying consensus ratings during recorded discussions. Transcripts of IFASIS recordings were analyzed using rapid qualitative analysis. Quantitative IFASIS results were aggregated into medians and ranges within and across organizations. Implementation facilitation meeting notes were analyzed to examine how the IFASIS was used to guide facilitation. Results Quantitative ratings and qualitative feedback revealed common barriers to implementation of the digital CM platform, including a lack of sustainable funding sources, absence of external and organizational policies, insufficient higher-level leadership support, and mixed attitudes among staff members toward CM. Common implementation facilitators included enthusiasm and commitment among organization leadership and the perception that the digital CM platform would reduce the workload and burden on OTP counselors. The IFASIS was used to guide facilitation in several ways, including stimulating discussion about barriers and facilitators, brainstorming strategies to address barriers rated as "very important", and identifying facilitators that could be harnessed as part of implementation efforts. Conclusions The IFASIS identified important determinants of CM implementation in OTPs and was instrumental in shaping facilitation. The IFASIS may be a valuable assessment for the implementation science community to identify and address generalizable and context-specific implementation determinants.
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Affiliation(s)
| | | | | | - Sarah Salino
- Northwestern University Feinberg School of Medicine
| | - Kelli Scott
- Northwestern University Feinberg School of Medicine
| | - Sara Becker
- Northwestern University Feinberg School of Medicine
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9
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Bórquez I, Cerdá M, González-Santa Cruz A, Krawczyk N, Castillo-Carniglia Á. Longitudinal trajectories of substance use disorder treatment use: A latent class growth analysis using a national cohort in Chile. Addiction 2024; 119:753-765. [PMID: 38192124 PMCID: PMC11766828 DOI: 10.1111/add.16412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/16/2023] [Indexed: 01/10/2024]
Abstract
BACKGROUND AND AIMS Longitudinal studies have revealed that substance use treatment use is often recurrent among patients; the longitudinal patterns and characteristics of those treatment trajectories have received less attention, particularly in the global south. This study aimed to disentangle heterogeneity in treatment use among adult patients in Chile by identifying distinct treatment trajectory groups and factors associated with them. DESIGN National-level registry-based retrospective cohort. SETTING AND PARTICIPANTS Adults admitted to publicly funded substance use disorder treatment programs in Chile from November 2009 to November 2010 and followed for 9 years (n = 6266). MEASUREMENTS Monthly treatment use; type of treatment; ownership of the treatment center; discharge status; primary substance used; sociodemographic. FINDINGS A seven-class treatment trajectory solution was chosen using latent class growth analysis. We identified three trajectory groups that did not recur and had different treatment lengths: Early discontinuation (32%), Less than a year in treatment (19.7%) and Year-long episode, without recurrence (12.3%). We also identified a mixed trajectory group that had a long first treatment or two treatment episodes with a brief time between treatments: Long first treatment, or immediate recurrence (6.3%), and three recurrent treatment trajectory groups: Recurrent and decreasing (14.2%), Early discontinuation with recurrence (9.9%) and Recurrent after long between treatments period (5.7%). Inpatient or outpatient high intensity (vs. outpatient low intensity) at first entry increased the odds of being in the longer one-episode groups compared with the Early discontinuation group. Women had increased odds of belonging to all the recurrent groups. Using cocaine paste (vs. alcohol) as a primary substance decreased the odds of belonging to long one-episode groups. CONCLUSIONS In Chile, people in publicly funded treatment for substance use disorder show seven distinct care trajectories: three groups with different treatment lengths and no recurring episodes, a mixed group with a long first treatment or two treatment episodes with a short between-treatment-episodes period and three recurrent treatment groups.
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Affiliation(s)
- Ignacio Bórquez
- Center for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA
| | - Andrés González-Santa Cruz
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
- Society and Health Research Center and School of Public Health, Facultad de Ciencias Sociales y Artes, Universidad Mayor, Santiago, Chile
- School of Public Health, Universidad de Chile, Santiago, Chile
| | - Noa Krawczyk
- Center for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA
| | - Álvaro Castillo-Carniglia
- Millennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile
- Society and Health Research Center and School of Public Health, Facultad de Ciencias Sociales y Artes, Universidad Mayor, Santiago, Chile
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10
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Parent SC, Peavy KM, Tyutyunnyk D, Hirchak KA, Nauts T, Dura A, Weed L, Barker L, McDonell MG. Lessons learned from statewide contingency management rollouts addressing stimulant use in the Northwestern United States. Prev Med 2023; 176:107614. [PMID: 37451553 PMCID: PMC10787039 DOI: 10.1016/j.ypmed.2023.107614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 07/01/2023] [Accepted: 07/08/2023] [Indexed: 07/18/2023]
Abstract
Increases in stimulant drug use (such as methamphetamine) and related deaths creates an imperative for community settings to adopt evidence-based practices to help people who use stimulants. Contingency management (CM) is a behavioral intervention with decades of research demonstrating efficacy for the treatment of stimulant use disorder, but real-world adoption has been slow, due to well-known implementation barriers, including difficulty funding reinforcers, and stigma. This paper describes the training and technical assistance (TTA) efforts and lessons learned for two state-wide stimulant-focused CM implementation projects in the Northwestern United States (Montana and Washington). A total of 154 providers from 35 community-based service sites received didactic training in CM beginning in 2021. Seventeen of these sites, ten of eleven in Montana (90.9%) and seven of 24 in Washington (29.2%), went on to implement contingency management programs adherent to their state's established CM protocol and received ongoing TTA in the form of implementation coaching calls. These findings illustrate that site-specific barriers such as logistical fit precluded implementation in more than 50% of the trained sites; however, strategies for site-specific tailoring within the required protocol aided implementation, resulting in successful CM program launch in a diverse cross-section of service sites across the states. The lessons learned add to the body of literature describing CM implementation barriers and solutions.
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Affiliation(s)
- Sara C Parent
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Spokane, WA, USA.
| | - K Michelle Peavy
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Spokane, WA, USA
| | - Diana Tyutyunnyk
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Spokane, WA, USA
| | - Katherine A Hirchak
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Spokane, WA, USA
| | - Tammera Nauts
- Montana Primary Care Association, Helena, MT, United States of America
| | - Amy Dura
- Washington State Health Care Authority, Olympia, WA, United States of America
| | - Lora Weed
- Washington State Health Care Authority, Olympia, WA, United States of America
| | - Linda Barker
- Washington State Health Care Authority, Olympia, WA, United States of America
| | - Michael G McDonell
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Spokane, WA, USA
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McCurdy LY, Kong G, Krishnan-Sarin S, Kiluk BD, Potenza MN. A non-randomized pilot study protocol of a novel social support intervention for individuals in early recovery from hazardous alcohol use. PLoS One 2023; 18:e0292293. [PMID: 37796784 PMCID: PMC10553253 DOI: 10.1371/journal.pone.0292293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 09/15/2023] [Indexed: 10/07/2023] Open
Abstract
INTRODUCTION Connecting individuals to recovery support services such as recovery community centers and mutual help organizations can be crucial for sustaining recovery from addiction. However, there may be barriers to engagement with recovery support services on individual (e.g., limited motivation) and structural (e.g., limited information on recovery resources) levels. This pilot study will determine the feasibility and acceptability of a novel online social support intervention (Let's Do Addiction Recovery Together!, abbreviated as LDART) that uses pre-recorded videos created by members from several recovery support services to help individuals in early recovery from hazardous alcohol use sustain motivation during recovery and introduce them to freely available recovery support services in the community. METHODS AND ANALYSIS This will be a non-randomized mixed-method pilot study. We will recruit 30 adults who engaged in past-year hazardous alcohol use and have some desire to cut down or quit to use LDART every night for a month. A subset of these participants will be invited to participate in a semi-structured qualitative interview after completing the study. Primary outcomes will be feasibility parameters such as recruitment and retention rates, and acceptability measures such as frequency of intervention use. Secondary outcomes will include self-reported changes in alcohol use, engagement in recovery support services, and quality of life at one-month post-intervention relative to baseline. DISCUSSION Results of this pilot study will inform a randomized controlled trial to examine efficacy of this intervention, with the goal of creating an accessible and scalable intervention that has direct benefits on individuals who want to cut down or quit problematic alcohol use. TRIAL REGISTRATION ClinicalTrials.gov ID: NCT06022107.
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Affiliation(s)
- Li Yan McCurdy
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Radiology & Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Grace Kong
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Suchitra Krishnan-Sarin
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Brian D. Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Marc N. Potenza
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, United States of America
- Yale Child Study Center, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
- Wu Tsai Institute, Yale University, New Haven, Connecticut, United States of America
- Connecticut Mental Health Center, New Haven, Connecticut, United States of America
- Connecticut Council on Problem Gambling, Wethersfield, Connecticut, United States of America
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Stewart JL, Burrows K, Davis CB, Wilhelm RA, McNaughton BA, Kuplicki R, Paulus MP, Khalsa SS, White EJ. Impulsivity in amphetamine use disorder: Examination of sex differences. Addiction 2023; 118:1787-1800. [PMID: 37132044 PMCID: PMC10524483 DOI: 10.1111/add.16225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 04/05/2023] [Indexed: 05/04/2023]
Abstract
AIMS This study aimed to test whether there are sex differences in the relationship between impulsivity and amphetamine use disorder (AMP). DESIGN A naturalistic cross-sectional design was used. SETTING The Tulsa 1000 study was held in Tulsa, OK, USA. PARTICIPANTS There were two groups in this study: AMP+ (29F, 20M) and AMP- (57F, 33M). MEASUREMENTS This project focuses on data related to impulsivity: UPPS-P impulsive behavior scale and a stop signal task (SST) during functional magnetic resonance imaging (fMRI) recording. Group, sex and their interaction were compared for UPPS-P ratings and SST fMRI and behavioral responses. FINDINGS AMP+ reported higher UPPS-P positive and negative urgency scores (Ps < 0.001; r = 0.56 and 0.51) and displayed greater bilateral insula and amygdala responses across correct SST trials (Ps < 0.001, g range = 0.57-0.81) than AMP-. fMRI results indicated that AMP+ exhibited larger right anterior/middle insula, amygdala and nucleus accumbens signals during successful difficult stop trials than AMP- (Ps < 0.01; g = 0.63, 0.54 and 0.44, respectively). Crucially, two group × sex effects emerged: (a) within females, AMP+ reported larger UPPS-P lack of premeditation scores than AMP- (P < 0.001, r = 0.51), and (b) within males, AMP+ showed greater left middle insula signals than AMP- across correct SST trials (P = 0.01, g = 0.78). CONCLUSIONS Both female and male amphetamine users appear to be characterized by rash action in the presence of positive and negative mood states as well as heightened recruitment of right hemisphere regions during behavioral inhibition. In contrast, planning ahead may be particularly difficult for female amphetamine users, whereas male amphetamine users may need to recruit additional left hemisphere resources during inhibitory processing.
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Affiliation(s)
- Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | | | | | | | | | | | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | - Sahib S. Khalsa
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | - Evan J. White
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
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Green B, Parent S, Ware J, Hasson AL, McDonell M, Nauts T, Collins M, Kim F, Rawson R. Expanding access to treatment for stimulant use disorder in a frontier state: A qualitative study of contingency management and TRUST program implementation in Montana. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023:209032. [PMID: 37061191 DOI: 10.1016/j.josat.2023.209032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 02/19/2023] [Accepted: 03/23/2023] [Indexed: 04/17/2023]
Abstract
BACKGROUND The client population eligible for treatment services supported by State Opioid Response (SOR) grant funding, administered by the Substance Abuse and Mental Health Services Administration (SAMHSA), was expanded to include individuals with a stimulant use disorder (stimUD) in 2020. Due to a significant need to improve services for individuals with stimUD in Montana, the Behavioral Health and Developmental Disabilities Division (BHDD) of the Montana Department of Public Health and Human Services used the grant opportunity to work with experts in the field of stimUD to pilot contingency management (CM) and the Treatment for Individuals who Use Stimulants (TRUST) treatment model. The CM protocol included twice weekly visits for twelve weeks, using an escalating schedule of gift card incentives contingent upon stimulant-negative urine samples. TRUST is a multi-component treatment program, incorporating exercise, group therapy, and individual therapy with content guided by cognitive behavioral therapy (CBT) and clinical research associate (CRA) materials. In addition to SOR dollars, BHDD used additional funding for CM reinforcers provided by state tax dollars to meet research-supported target incentive totals. METHODS In this pilot project, TRUST/CM was implemented by four state-approved treatment providers and three Federally Qualified Health Centers (FQHCs), all of which had little prior experience with CM as a component of their treatment programs for stimUD. This article examines the processes of training staff, the experiences among staff with initial implementation of the treatment model, and the client characteristics of initial pilot treatment cohorts. Data for this study include primary qualitative data collected from providers, as well as client characteristics collected on the SAMHSA Government Performance and Results Act (GPRA) data collection form. RESULTS Seven sites were trained in TRUST/CM, and these sites enrolled a total of 70 patients in the program. Qualitative data collected through interviews with site staff revealed the following themes: the value of intensive technical assistance being integrated in the program, concerns about staff retention and loss of expertise, adjustments of target client populations, and the importance of creative strategies for the provision of evidence-informed incentive totals. CONCLUSIONS TRUST/CM was implemented throughout Montana, including rural and urban communities. Qualitative and quantitative data support that providers viewed the CM component as beneficial for treatment retention and improved outcomes for people with stimUD. These implementation study results provide insight into challenges and solutions for providers who are considering the implementation of CM within either a state-approved substance use treatment clinic or FQHC.
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Affiliation(s)
- Brandn Green
- JG Research & Evaluation, United States of America.
| | - Sara Parent
- Department of Community and Behavioral Health, Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Elon S. Floyd College of Medicine, Washington State University, United States of America
| | - Joclynn Ware
- Formerly of Behavioral Health and Disabilities Division, Montana Department of Public Health and Human Services, United States of America
| | - Albert L Hasson
- Formerly of Integrated Substance Abuse Programs, University of California - Los Angeles, United States of America
| | - Michael McDonell
- Department of Community and Behavioral Health, Promoting Research Initiatives in Substance Use and Mental Health Collaborative, Elon S. Floyd College of Medicine, Washington State University, United States of America
| | - Tammera Nauts
- Montana Primary Care Association, United States of America
| | - Mary Collins
- Center for Children, Families, and Workforce Development, University of Montana, United States of America
| | - Frances Kim
- JG Research & Evaluation, United States of America
| | - Richard Rawson
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California - Los Angeles, United States of America; Vermont Center for Behavior and Health, Center for Rural Addiction, University of Vermont, United States of America
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14
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Proctor SL, Rigg KK, Tien AY. Acceptability and Usability of a Reward-Based Mobile App for Opioid Treatment Settings: Mixed Methods Pilot Study. JMIR Form Res 2022; 6:e37474. [PMID: 36197705 PMCID: PMC9582914 DOI: 10.2196/37474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 07/30/2022] [Accepted: 09/12/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Contingency management is an evidence-based yet underutilized approach for opioid use disorder (OUD). Reasons for limited adoption in real-world practice include ethical, moral, and philosophical concerns regarding use of monetary incentives, and lack of technological innovation. In light of surging opioid overdose deaths, there is a need for development of technology-enabled solutions leveraging the power of contingency management in a way that is viewed by both patients and providers as acceptable and feasible. OBJECTIVE This mixed methods pilot study sought to determine the perceived acceptability and usability of PROCare Recovery, a reward-based, technology-enabled recovery monitoring smartphone app designed to automate contingency management by immediately delivering micropayments to patients for achieving recovery goals via smart debit card with blocking capabilities. METHODS Participants included patients receiving buprenorphine for OUD (n=10) and licensed prescribers (n=5). Qualitative interviews were conducted by 2 PhD-level researchers via video conferencing to explore a priori hypotheses. Thematic analysis of interviews was conducted and synthesized into major themes. RESULTS Participants were overwhelmingly in favor of microrewards (eg, US $1) to incentivize treatment participation (up to US $150 monthly). Participants reported high acceptability of the planned debit card spending restrictions (blocking cash withdrawals and purchases at bars or liquor stores, casinos or online gambling). Quantitative data revealed a high level of perceived usability of the PROCare Recovery app. CONCLUSIONS Patients and providers alike appear receptive to microfinancial incentives in standard OUD treatment practices. Further pilot testing of PROCare is underway to determine acceptability, feasibility, and preliminary effectiveness in a rigorous randomized controlled trial.
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Affiliation(s)
- Steven L Proctor
- PRO Health Group, Miami Beach, FL, United States
- Thriving Mind South Florida, Miami, FL, United States
- Department of Psychiatry and Behavioral Health, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
| | - Khary K Rigg
- Department of Mental Health Law and Policy, University of South Florida, Tampa, FL, United States
| | - Allen Y Tien
- Medical Decision Logic, Inc, Baltimore, MD, United States
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