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Kim YG, Brandt L, Cheung K, Nunes EV, Roll J, Luo SX, Liu Y. Optimizing Contingency Management with Reinforcement Learning. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.28.24305031. [PMID: 38585900 PMCID: PMC10996730 DOI: 10.1101/2024.03.28.24305031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Contingency Management (CM) is a psychological treatment that aims to change behavior with financial incentives. In substance use disorders (SUDs), deployment of CM has been enriched by longstanding discussions around the cost-effectiveness of prized-based and voucher-based approaches. In prize-based CM, participants earn draws to win prizes, including small incentives to reduce costs, and the number of draws escalates depending on the duration of maintenance of abstinence. In voucher-based CM, participants receive a predetermined voucher amount based on specific substance test results. While both types have enhanced treatment outcomes, there is room for improvement in their cost-effectiveness: the voucher-based system requires enduring financial investment; the prize-based system might sacrifice efficacy. Previous work in computational psychiatry of SUDs typically employs frameworks wherein participants make decisions to maximize their expected compensation. In contrast, we developed new frameworks that clinical decision-makers choose actions, CM structures, to reinforce the substance abstinence behavior of participants. We consider the choice of the voucher or prize to be a sequential decision, where there are two pivotal parameters: the prize probability for each draw and the escalation rule determining the number of draws. Recent advancements in Reinforcement Learning, more specifically, in off-policy evaluation, afforded techniques to estimate outcomes for different CM decision scenarios from observed clinical trial data. We searched CM schemas that maximized treatment outcomes with budget constraints. Using this framework, we analyzed data from the Clinical Trials Network to construct unbiased estimators on the effects of new CM schemas. Our results indicated that the optimal CM schema would be to strengthen reinforcement rapidly in the middle of the treatment course. Our estimated optimal CM policy improved treatment outcomes by 32% while maintaining costs. Our methods and results have broad applications in future clinical trial planning and translational investigations on the neurobiological basis of SUDs.
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Affiliation(s)
- Young-Geun Kim
- Mailman School of Public Health, Department of Biostatistics, New York, NY, USA
- Columbia University Irving Medical Center, Department of Psychiatry, New York, NY, USA
| | - Laura Brandt
- City College of New York, Department of Psychology, New York, NY, USA
| | - Ken Cheung
- Mailman School of Public Health, Department of Biostatistics, New York, NY, USA
| | - Edward V Nunes
- Columbia University Irving Medical Center, Department of Psychiatry, New York, NY, USA
- New York State Psychiatric Institute, Division on Substance Use Disorders, New York, NY, USA
| | - John Roll
- Washington State University, Department of Community and Behavioral Health, Spokane, WA, USA
- Washington State University, Program of Excellence in Addictions Research, Spokane, WA, USA
| | - Sean X Luo
- Columbia University Irving Medical Center, Department of Psychiatry, New York, NY, USA
- New York State Psychiatric Institute, Division on Substance Use Disorders, New York, NY, USA
| | - Ying Liu
- Columbia University Irving Medical Center, Department of Psychiatry, New York, NY, USA
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Minozzi S, Saulle R, Amato L, Traccis F, Agabio R. Psychosocial interventions for stimulant use disorder. Cochrane Database Syst Rev 2024; 2:CD011866. [PMID: 38357958 PMCID: PMC10867898 DOI: 10.1002/14651858.cd011866.pub3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
BACKGROUND Stimulant use disorder is a continuously growing medical and social burden without approved medications available for its treatment. Psychosocial interventions could be a valid approach to help people reduce or cease stimulant consumption. This is an update of a Cochrane review first published in 2016. OBJECTIVES To assess the efficacy and safety of psychosocial interventions for stimulant use disorder in adults. SEARCH METHODS We searched the Cochrane Drugs and Alcohol Group Specialised Register, Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, three other databases, and two trials registers in September 2023. All searches included non-English language literature. We handsearched the references of topic-related systematic reviews and the included studies. SELECTION CRITERIA We included randomised controlled trials (RCTs) comparing any psychosocial intervention with no intervention, treatment as usual (TAU), or a different intervention in adults with stimulant use disorder. DATA COLLECTION AND ANALYSIS We used the standard methodological procedures expected by Cochrane. MAIN RESULTS We included a total of 64 RCTs (8241 participants). Seventy-three percent of studies included participants with cocaine or crack cocaine use disorder; 3.1% included participants with amphetamine use disorder; 10.9% included participants with methamphetamine use disorder; and 12.5% included participants with any stimulant use disorder. In 18 studies, all participants were in methadone maintenance treatment. In our primary comparison of any psychosocial treatment to no intervention, we included studies which compared a psychosocial intervention plus TAU to TAU alone. In this comparison, 12 studies evaluated cognitive behavioural therapy (CBT), 27 contingency management, three motivational interviewing, one study looked at psychodynamic therapy, and one study evaluated CBT plus contingency management. We also compared any psychosocial intervention to TAU. In this comparison, seven studies evaluated CBT, two contingency management, two motivational interviewing, and one evaluated a combination of CBT plus motivational interviewing. Seven studies compared contingency management reinforcement related to abstinence versus contingency management not related to abstinence. Finally, seven studies compared two different psychosocial approaches. We judged 65.6% of the studies to be at low risk of bias for random sequence generation and 19% at low risk for allocation concealment. Blinding of personnel and participants was not possible for the type of intervention, so we judged all the studies to be at high risk of performance bias for subjective outcomes but at low risk for objective outcomes. We judged 22% of the studies to be at low risk of detection bias for subjective outcomes. We judged most of the studies (69%) to be at low risk of attrition bias. When compared to no intervention, we found that psychosocial treatments: reduce the dropout rate (risk ratio (RR) 0.82, 95% confidence interval (CI) 0.74 to 0.91; 30 studies, 4078 participants; high-certainty evidence); make little to no difference to point abstinence at the end of treatment (RR 1.15, 95% CI 0.94 to 1.41; 12 studies, 1293 participants; high-certainty evidence); make little to no difference to point abstinence at the longest follow-up (RR 1.22, 95% CI 0.91 to 1.62; 9 studies, 1187 participants; high-certainty evidence); probably increase continuous abstinence at the end of treatment (RR 1.89, 95% CI 1.20 to 2.97; 12 studies, 1770 participants; moderate-certainty evidence); may make little to no difference in continuous abstinence at the longest follow-up (RR 1.14, 95% CI 0.89 to 1.46; 4 studies, 295 participants; low-certainty evidence); reduce the frequency of drug intake at the end of treatment (standardised mean difference (SMD) -0.35, 95% CI -0.50 to -0.19; 10 studies, 1215 participants; high-certainty evidence); and increase the longest period of abstinence (SMD 0.54, 95% CI 0.41 to 0.68; 17 studies, 2118 participants; high-certainty evidence). When compared to TAU, we found that psychosocial treatments reduce the dropout rate (RR 0.79, 95% CI 0.65 to 0.97; 9 studies, 735 participants; high-certainty evidence) and may make little to no difference in point abstinence at the end of treatment (RR 1.67, 95% CI 0.64 to 4.31; 1 study, 128 participants; low-certainty evidence). We are uncertain whether they make any difference in point abstinence at the longest follow-up (RR 1.31, 95% CI 0.86 to 1.99; 2 studies, 124 participants; very low-certainty evidence). Compared to TAU, psychosocial treatments may make little to no difference in continuous abstinence at the end of treatment (RR 1.18, 95% CI 0.92 to 1.53; 1 study, 128 participants; low-certainty evidence); probably make little to no difference in the frequency of drug intake at the end of treatment (SMD -1.17, 95% CI -2.81 to 0.47, 4 studies, 479 participants, moderate-certainty evidence); and may make little to no difference in the longest period of abstinence (SMD -0.16, 95% CI -0.54 to 0.21; 1 study, 110 participants; low-certainty evidence). None of the studies for this comparison assessed continuous abstinence at the longest follow-up. Only five studies reported harms related to psychosocial interventions; four of them stated that no adverse events occurred. AUTHORS' CONCLUSIONS This review's findings indicate that psychosocial treatments can help people with stimulant use disorder by reducing dropout rates. This conclusion is based on high-certainty evidence from comparisons of psychosocial interventions with both no treatment and TAU. This is an important finding because many people with stimulant use disorders leave treatment prematurely. Stimulant use disorders are chronic, lifelong, relapsing mental disorders, which require substantial therapeutic efforts to achieve abstinence. For those who are not yet able to achieve complete abstinence, retention in treatment may help to reduce the risks associated with stimulant use. In addition, psychosocial interventions reduce stimulant use compared to no treatment, but they may make little to no difference to stimulant use when compared to TAU. The most studied and promising psychosocial approach is contingency management. Relatively few studies explored the other approaches, so we cannot rule out the possibility that the results were imprecise due to small sample sizes.
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Affiliation(s)
- Silvia Minozzi
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Rosella Saulle
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Laura Amato
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Francesco Traccis
- Department of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy
| | - Roberta Agabio
- Department of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy
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Novak MD, Holtyn AF, Toegel F, Rodewald AM, Leoutsakos JM, Fingerhood M, Silverman K. Long-Term Effects of Incentives for HIV Viral Suppression: A Randomized Clinical Trial. AIDS Behav 2024; 28:625-635. [PMID: 38117449 DOI: 10.1007/s10461-023-04249-z] [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] [Accepted: 12/08/2023] [Indexed: 12/21/2023]
Abstract
Achieving viral suppression in people living with HIV improves their quality of life and can help end the HIV/AIDS epidemic. However, few interventions have successfully promoted HIV viral suppression. The purpose of this study was to evaluate the long-term effectiveness of financial incentives for viral suppression in people living with HIV. People living with a detectable HIV viral load (≥ 200 copies/mL) were randomly assigned to Usual Care (n = 50) or Incentive (n = 52) groups. Incentive participants earned up to $10 per day for providing blood samples with an undetectable or reduced viral load. During the 2-year intervention period, the percentage of blood samples with a suppressed viral load was significantly higher among Incentive participants (70%) than Usual Care participants (43%) (OR = 7.1, 95% CI 2.7 to 18.8, p < .001). This effect did not maintain after incentives were discontinued. These findings suggest that frequent delivery of large-magnitude financial incentives for viral suppression can produce large and long-lasting improvements in viral load in people living with HIV. ClinicalTrials.gov Identifier: NCT02363387.
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Affiliation(s)
- Matthew D Novak
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA
| | - August F Holtyn
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA
| | - Forrest Toegel
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA
| | - Andrew M Rodewald
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA
| | - Jeannie-Marie Leoutsakos
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA
| | - Michael Fingerhood
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kenneth Silverman
- Department of Psychiatry and Behavioral Sciences, Center for Learning and Health, Johns Hopkins University School of Medicine, 5200 Eastern Avenue, Suite 350 East, Baltimore, MD, 21224, USA.
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Kelly LM, Alessi SM, Rash CJ, Zajac K. Predictors of Suicidal Ideation and Continued Substance Use Problems Among Patients Receiving Methadone Maintenance Treatment Who Have Co-Occurring Cocaine Use Disorder. Subst Use Misuse 2024; 59:752-762. [PMID: 38225874 PMCID: PMC10962756 DOI: 10.1080/10826084.2024.2302131] [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] [Indexed: 01/17/2024]
Abstract
BACKGROUND Persons with polysubstance use problems are at high suicide risk, which may complicate substance use treatment. The purpose of this study was to a) examine cross-sectional and longitudinal risk factors for suicidality among persons in methadone maintenance treatment who present with co-occurring cocaine use disorder and b) evaluate whether suicidality impacts substance use outcomes independently and differentially depending on treatment type (i.e. standard methadone care [SC] vs. contingency management plus standard care [CM + SC]). METHODS Data come from five randomized controlled trials of CM conducted within methadone clinics (N = 562). Participants were categorized (mutually exclusive) as no history of suicidality (56.4%, n=317), past suicidal ideation (SI; 11%, n=62), recent SI (3.6%, n=20), or lifetime suicide attempt (29%, n=163). RESULTS Suicidality groups differed by sex and baseline employment, income, trauma history, and psychosocial functioning. Suicide attempt history was positively associated with years of polysubstance use, prior drug treatments, and unintentional overdose history. Baseline psychological problem severity and emotional abuse history were associated with SI likelihood 12 weeks later. Past SI was associated with longer durations of abstinence than no suicidality. Unexpectedly, those with recent SI reported lower drug use severity at 12 week if they received SC compared to CM + SC. Effects were small to medium. CONCLUSIONS Despite greater polysubstance use history, patients with suicide attempts did not show worse substance use outcomes than persons without suicidality. Patients with past SI fared better than those without suicidality on abstinence over 12 wk. Methadone clinics could be key points of entrance and continued services for suicide prevention.
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Affiliation(s)
- Lourah M. Kelly
- University of Massachusetts Chan Medical School
- University of Connecticut School of Medicine
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Esposito G, Di Maro A, Passeggia R. The relationship between treatment integrity and outcome in group psychotherapy: A systematic review. Clin Psychol Psychother 2024. [PMID: 38217388 DOI: 10.1002/cpp.2952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 01/15/2024]
Abstract
Treatment integrity is defined as the extent to which the treatment has been implemented according to a specific theoretical model. It consists of two components: adherence, that is, the degree to which the therapist implements the techniques prescribed by the theoretical model, and competence, that is, the degree to which the therapist skilfully and appropriately implements the techniques prescribed by the model. Recently, the issue of integrity is gaining increasing importance in psychotherapy research, especially in an attempt to clarify its role in influencing the effectiveness of treatments. However, most studies focus on the individual setting. Therefore, this systematic review aims at investigating the relationship between integrity and outcome in group clinical treatments. Results highlighted a positive relationship between group treatment integrity and outcome. Moreover, this review provided insights for implications for research, clinical practice, and training of therapists, identifying questions that still need to be answered and tracing possible future research directions.
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Affiliation(s)
- Giovanna Esposito
- Department of Humanities, University of Naples Federico II, Naples, Italy
| | - Angela Di Maro
- Department of Humanities, University of Naples Federico II, Naples, Italy
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Oluwoye O, Weeks DL, McDonell MG. An unexplored equity factor: differential beliefs and attitudes toward contingency management by providers' ethnicity. BMC Health Serv Res 2023; 23:902. [PMID: 37612684 PMCID: PMC10464444 DOI: 10.1186/s12913-023-09878-7] [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: 03/21/2023] [Accepted: 08/04/2023] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND Although considered one of the most effective interventions for substance use disorders (SUD), the widespread implementation of contingency management (CM) has remained limited. In more recent years there has been surge in the implementation of CM to address increasing rates of substance use. Prior studies at the provider-level have explored beliefs about CM among SUD treatment providers and have tailored implementation strategies based on identified barriers and training needs, to promote implementation of CM. However, there have been no implementation strategies that have actively sought to identify or address potential differences in the beliefs about CM that could be influenced by the cultural background (e.g., ethnicity) of treatment providers. To address this knowledge gap, we examined beliefs about CM among a sample of inpatient and outpatient SUD treatment providers. METHODS A cross-sectional survey of SUD treatment providers was completed by 143 respondents. The survey asked respondents about their attitudes toward CM using the Contingency Management Beliefs Questionnaire (CMBQ). Linear mixed models examined the effect of ethnicity (non-Hispanic White and Hispanic) on CMBQ subscale (general barriers, training-related barriers, CM positive-statements) scores. RESULTS Fifty-nine percent of respondents to the CMBQ self-identified as non-Hispanic White and 41% as Hispanic. Findings revealed that treatment providers who identified as Hispanic had significantly higher scores on the general barriers (p < .001) and training-related barriers (p = .020) subscales compared to the non-Hispanic White treatment providers. Post-hoc analyses identified differences in the endorsement of specific individual scale items on the general barriers (e.g., CM interventions create extra work for me) and training-related (e.g., I want more training before implementing CM) subscales. CONCLUSIONS Dissemination and implementation strategies for CM need to consider equity-related factors at the provider-level that may be associated with the adoption and uptake of CM.
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Affiliation(s)
- Oladunni Oluwoye
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, 99202, USA.
| | - Douglas L Weeks
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, 99202, USA
| | - Michael G McDonell
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, 99202, USA
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Oluwoye O, Weeks DL, McDonell MG. An Unexplored Equity Factor During Pre-Implementation of Contingency Management: Differential Beliefs and Attitudes by Providers' Ethnicity. RESEARCH SQUARE 2023:rs.3.rs-2719994. [PMID: 37131593 PMCID: PMC10153393 DOI: 10.21203/rs.3.rs-2719994/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Background Although considered one of the most effective interventions for substance use disorders (SUD), the widespread uptake of contingency management (CM) has remained limited. Prior studies at the provider-level have explored beliefs about CM among SUD treatment providers and have tailored implementation strategies based on identified barriers and training needs. However, there have been no implementation strategies that have actively sought to identify or address potential differences in the beliefs about CM that could be influenced by the cultural background (e.g., ethnicity) of treatment providers. To address this knowledge gap, we examined beliefs about CM among a sample of inpatient and outpatient SUD treatment providers. Methods A cross-sectional survey of SUD treatment providers was completed by 143 respondents. The survey asked respondents about their attitudes toward CM using the Contingency Management Beliefs Questionnaire (CMBQ). Linear mixed models were used to examine the effect of ethnicity on CMBQ subscale (general barriers, training-related barriers, CM positive-statements) scores. Results Fifty-nine percent of respondents self-identified as non-Hispanic White and 41% as Hispanic. Findings revealed that SUD providers who identified as Hispanic had significantly higher scores on the general barriers (p < .001) and training-related barriers (p = .020) subscales compared to the non-Hispanic White SUD providers. Post-hoc analyses identified differences in the endorsement of specific individual scale items on the general barriers and training-related subscales. Conclusions Dissemination and implementation strategies for CM among treatment providers need to consider equity-related factors at the provider-level that may be associated with the adoption and uptake CM.
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Affiliation(s)
- Oladunni Oluwoye
- Elson S. Floyd College of Medicine at Washington State University
| | - Douglas L Weeks
- Elson S. Floyd College of Medicine at Washington State University
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Henrich D, Glombiewski JA, Scholten S. Systematic review of training in cognitive-behavioral therapy: Summarizing effects, costs and techniques. Clin Psychol Rev 2023; 101:102266. [PMID: 36963208 DOI: 10.1016/j.cpr.2023.102266] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/09/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023]
Abstract
With the steadily growing importance of psychotherapeutic care, there is also an increasing need for high-quality training. We analyze the literature published between 2009 and 2022 on the effectiveness of training in cognitive behavioral therapy. The review addresses current gaps in the literature by focusing on the description of specific training components and their associated costs, as well as examining therapist-level predictors of training effectiveness. Our findings confirm the effect of additional supervision on both therapist competence and patient outcomes. Instructor-led training and self-guided web-based training seem to moderately increase competence, especially when targeting specific and highly structured treatments or skills. The level of prior training and experience of a therapist appears to predict the strength of training-related gains in competence. Few studies analyzed the differential effect of certain elements of training (e.g., the amount of active learning strategies) and training costs were generally not reported. Future studies should replicate or expand the existing evidence on active ingredients and therapist-level predictors of training effectiveness. Costs should be systematically reported to enhance the comparability of different training strategies.
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Affiliation(s)
- Dominik Henrich
- Department of Clinical Psychology and Psychotherapy, RPTU Kaiserslautern-Landau, Germany.
| | - Julia A Glombiewski
- Department of Clinical Psychology and Psychotherapy, RPTU Kaiserslautern-Landau, Germany
| | - Saskia Scholten
- Department of Clinical Psychology and Psychotherapy, RPTU Kaiserslautern-Landau, Germany
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Rodas JD, Sorkhou M, George TP. Contingency Management for Treatment of Cannabis Use Disorder in Co-Occurring Mental Health Disorders: A Systematic Review. Brain Sci 2022; 13:brainsci13010036. [PMID: 36672017 PMCID: PMC9855987 DOI: 10.3390/brainsci13010036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022] Open
Abstract
Amongst individuals with a mental health disorder, a comorbid diagnosis of cannabis use disorder (CUD) is associated with numerous adverse consequences, including more severe symptom profiles, poorer treatment response, and reduced psychosocial functioning. Contingency management (CM), a method to specifically reinforce target behavior attainment (e.g., substance use abstinence), may provide an effective intervention in treating cannabis use in patients with a dual diagnosis of CUD and a mental health disorder. A systematic search examining the effects of CM on cannabis use, clinical, cognitive, and psychosocial outcomes in patients with a mental health disorder on PubMed, PsycINFO, and EMBASE databases up to November 2022 was performed. Six studies met inclusion criteria for our review. We found CM to be efficacious in producing cannabis use reductions and abstinence amongst individuals with a psychotic-spectrum or major depressive disorder. Additional longitudinal studies with larger sample sizes, other psychiatric populations, and longer follow-up periods are needed to evaluate the sustained effects of CM.
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Affiliation(s)
- Justyne D. Rodas
- Centre for Complex Interventions and Addictions Division, Centre for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Maryam Sorkhou
- Centre for Complex Interventions and Addictions Division, Centre for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Tony P. George
- Centre for Complex Interventions and Addictions Division, Centre for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Correspondence: ; Tel.: +1-(416)-535-8501 (ext. 32662)
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Hartzler B, Hinde J, Lang S, Correia N, Yermash J, Yap K, Murphy CM, Ruwala R, Rash CJ, Becker SJ, Garner BR. Virtual Training Is More Cost-Effective Than In-Person Training for Preparing Staff to Implement Contingency Management. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2022; 8:1-10. [PMID: 36246531 PMCID: PMC9553630 DOI: 10.1007/s41347-022-00283-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/18/2022] [Accepted: 09/29/2022] [Indexed: 12/04/2022]
Abstract
Behavior therapy implementation relies in part on training to foster counselor skills in preparation for delivery with fidelity. Amidst Covid-19, the professional education arena witnessed a rapid shift from in-person to virtual training, yet these modalities' relative utility and expense is unknown. In the context of a cluster-randomized hybrid type 3 trial of contingency management (CM) implementation in opioid treatment programs (OTPs), a multi-cohort design presented rare opportunity to compare cost-effectiveness of virtual vs. in-person training. An initial counselor cohort (n = 26) from eight OTPs attended in-person training, and a subsequent cohort (n = 31) from ten OTPs attended virtual training. Common training elements were the facilitator, learning objectives, and educational strategies/activities. All clinicians submitted a post-training role-play, independently scored with a validated fidelity instrument for which performances were compared against benchmarks representing initial readiness and advanced proficiency. To examine the utility and expense of in-person and virtual trainings, cohort-specific rates for benchmark attainment were computed, and per-clinician expenses were estimated. Adjusted between-cohort differences were estimated via ordinary least squares, and an incremental cost effectiveness ratio (ICER) was calculated. Readiness and proficiency benchmarks were attained at rates 12-14% higher among clinicians attending virtual training, for which aggregated costs indicated a $399 per-clinician savings relative to in-person training. Accordingly, the ICER identified virtual training as the dominant strategy, reflecting greater cost-effectiveness across willingness-to-pay values. Study findings document greater utility, lesser expense, and cost-effectiveness of virtual training, which may inform post-pandemic dissemination of CM and other therapies.
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Affiliation(s)
- Bryan Hartzler
- Department of Psychiatry and Behavioral Sciences, University of Washington, 1107 NE 45th Street, Suite 120, Seattle, WA 98105-4631 USA
| | - Jesse Hinde
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
| | - Sharon Lang
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Nicholas Correia
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Julia Yermash
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Kim Yap
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Cara M. Murphy
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Richa Ruwala
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
| | | | - Sara J. Becker
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Bryan R. Garner
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
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Becker SJ, Murphy CM, Hartzler B, Rash CJ, Janssen T, Roosa M, Madden LM, Garner BR. Project MIMIC (Maximizing Implementation of Motivational Incentives in Clinics): A cluster-randomized type 3 hybrid effectiveness-implementation trial. Addict Sci Clin Pract 2021; 16:61. [PMID: 34635178 PMCID: PMC8505014 DOI: 10.1186/s13722-021-00268-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 09/14/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Opioid-related overdoses and harms have been declared a public health emergency in the United States, highlighting an urgent need to implement evidence-based treatments. Contingency management (CM) is one of the most effective behavioral interventions when delivered in combination with medication for opioid use disorder, but its implementation in opioid treatment programs is woefully limited. Project MIMIC (Maximizing Implementation of Motivational Incentives in Clinics) was funded by the National Institute on Drug Abuse to identify effective strategies for helping opioid treatment programs improve CM implementation as an adjunct to medication. Specific aims will test the impact of two different strategies on implementation outcomes (primary aim) and patient outcomes (secondary aims), as well as test putative mediators of implementation effectiveness (exploratory aim). METHODS A 3-cohort, cluster-randomized, type 3 hybrid design is used with the opioid treatment programs as the unit of randomization. Thirty programs are randomized to one of two conditions. The control condition is the Addiction Technology Transfer Center (ATTC) Network implementation strategy, which consists of three core approaches: didactic training, performance feedback, and on-going consultation. The experimental condition is an enhanced ATTC strategy, with the same core ATTC elements plus two additional theory-driven elements. The two additional elements are Pay-for-Performance, which aims to increase implementing staff's extrinsic motivations, and Implementation & Sustainment Facilitation, which targets staff's intrinsic motivations. Data will be collected using a novel, CM Tracker tool to document CM session delivery, session audio recordings, provider surveys, and patient surveys. Implementation outcomes include CM Exposure (number of CM sessions delivered per patient), CM Skill (ratings of CM fidelity), and CM Sustainment (number of patients receiving CM after removal of support). Patient outcomes include self-reported opioid abstinence and opioid-related problems (both assessed at 3- and 6-months post-baseline). DISCUSSION There is urgent public health need to improve the implementation of CM as an adjunct to medication for opioid use disorder. Consistent with its hybrid type 3 design, Project MIMIC is advancing implementation science by comparing impacts of these two multifaceted strategies on both implementation and patient outcomes, and by examining the extent to which the impacts of those strategies can be explained by putative mediators. TRIAL REGISTRATION This clinical trial has been registered with clinicaltrials.gov (NCT03931174). Registered April 30, 2019. https://clinicaltrials.gov/ct2/show/NCT03931174?term=project+mimic&draw=2&rank=1.
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Affiliation(s)
- Sara J. Becker
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Box G-S121-5, Providence, RI 02912 USA
| | - Cara M. Murphy
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Box G-S121-5, Providence, RI 02912 USA
| | - Bryan Hartzler
- Addictions, Drug, & Alcohol Institute, University of Washington, 1107 NE 45th Street, Suite 120, Seattle, WA 98105 USA
| | - Carla J. Rash
- Calhoun Cardiology Center - Behavioral Health, UConn Health, 263 Farmington Avenue, Farmington, CT 06030 USA
| | - Tim Janssen
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Box G-S121-5, Providence, RI 02912 USA
| | - Mat Roosa
- Roosa Consulting, LLC, 3 Bradford Drive, Syracuse, NY 13224 USA
| | - Lynn M. Madden
- APT Foundation, 1 Long Wharf Drive, Suite 321, New Haven, CT 06511 USA
| | - Bryan R. Garner
- RTI International, 3040 E. Cornwallis Rd.Research Triangle Park, P.O. Box 12194, Durham, NC 27709 USA
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Effectiveness of incorporating contingency management into a public treatment program for people who use crack cocaine in Brazil. A single-blind randomized controlled trial. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 99:103464. [PMID: 34619447 DOI: 10.1016/j.drugpo.2021.103464] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 09/08/2021] [Accepted: 09/12/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Smoked cocaine (i.e., crack use) is a severe health problem in Brazil, with the country being reported as having the largest crack market in the world. The objective of this study was to evaluate the effectiveness of incorporating Contingency Management targeting cocaine abstinence into a public treatment program in Brazil. METHODS Single-blind randomized controlled trial conducted at Unidade Recomeço Helvétia (URH), a public ambulatory treatment program for persons who use crack and live in the "Crackland" region in downtown São Paulo, Brazil. In total, 98 treatment-seeking individuals who use crack were randomized to one of two treatment conditions. Participants allocated to the control condition (n = 48) received 12 weeks of the standard treatment provided at URH. Participants allocated to the experimental condition (n = 50) received the same treatment in combination with Contingency Management (URH+CM). In URH+CM, participants were provided with vouchers with monetary value for submission of negative cocaine urinalysis twice weekly. RESULTS Compared to the URH group, the URH+CM group was significantly more likely to submit a negative cocaine urinalysis during treatment, with odds ratios ranging from 4.17 to 6.78, depending on how missing data was accounted for (p<0.01). Participants receiving Contingency Management also had higher odds of achieving three or more weeks of continuous abstinence (OR= 8.07; 95% CI [2.48, 26.24]), achieved longer durations of abstinence (B = 2.14; 95% CI [0.67, 3.61]), submitted a higher percentage of negative urinalysis (B = 19.85; 95% CI [6.89, 32.82]), and were retained in treatment for a longer period (B = 3.00; 95% CI [1.04, 4.97]), compared to those receiving URH alone (p<0.01 for all). CONCLUSIONS The incorporation of Contingency Management was effective in promoting cocaine abstinence and treatment retention. The large-scale dissemination of Contingency Management may be an effective strategy to treat Brazilians with cocaine use disorders.
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Bolívar HA, Klemperer EM, Coleman SRM, DeSarno M, Skelly JM, Higgins ST. Contingency Management for Patients Receiving Medication for Opioid Use Disorder: A Systematic Review and Meta-analysis. JAMA Psychiatry 2021; 78:1092-1102. [PMID: 34347030 PMCID: PMC8340014 DOI: 10.1001/jamapsychiatry.2021.1969] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 05/29/2021] [Indexed: 12/21/2022]
Abstract
Importance Medication treatment for opioid use disorder (MOUD) is efficacious, but comorbid stimulant use and other behavioral health problems often undermine efficacy. Objective To examine the association of contingency management, a behavioral intervention wherein patients receive material incentives contingent on objectively verified behavior change, with end-of-treatment outcomes for these comorbid behavioral problems. Data Sources A systematic search of PubMed, Cochrane CENTRAL, Web of Science, and reference sections of articles from inception through May 5, 2020. The following search terms were used: vouchers OR contingency management OR financial incentives. Study Selection Prospective experimental studies of monetary-based contingency management among participants receiving MOUD. Data Extraction and Synthesis Following Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline, 3 independent investigators extracted data from included studies for a random-effects meta-analysis. Main Outcomes and Measures Primary outcome was the association of contingency management at end-of-treatment assessments with 6 clinical problems: stimulant use, polysubstance use, illicit opioid use, cigarette smoking, therapy attendance, and medication adherence. Random-effects meta-analysis models were used to compute weighted mean effect size estimates (Cohen d) and corresponding 95% CIs separately for each clinical problem and collapsing across the 3 categories assessing abstinence and the 2 assessing treatment adherence outcomes. Results The search identified 1443 reports of which 74 reports involving 10 444 unique adult participants met inclusion criteria for narrative review and 60 for inclusion in meta-analyses. Contingency management was associated with end-of-treatment outcomes for all 6 problems examined separately, with mean effect sizes for 4 of 6 in the medium-large range (stimulants, Cohen d = 0.70 [95% CI, 0.49-0.92]; cigarette use, Cohen d = 0.78 [95% CI, 0.43-1.14]; illicit opioid use, Cohen d = 0.58 [95% CI, 0.30-0.86]; medication adherence, Cohen d = 0.75 [95% CI, 0.30-1.21]), and 2 in the small-medium range (polysubstance use, Cohen d = 0.46 [95% CI, 0.30-0.62]; therapy attendance, d = 0.43 [95% CI, 0.22-0.65]). Collapsing across abstinence and adherence categories, contingency management was associated with medium effect sizes for abstinence (Cohen d = 0.58; 95% CI, 0.47-0.69) and treatment adherence (Cohen d = 0.62; 95% CI, 0.40-0.84) compared with controls. Conclusions and Relevance These results provide evidence supporting the use of contingency management in addressing key clinical problems among patients receiving MOUD, including the ongoing epidemic of comorbid psychomotor stimulant misuse. Policies facilitating integration of contingency management into community MOUD services are sorely needed.
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Affiliation(s)
- Hypatia A. Bolívar
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
| | - Elias M. Klemperer
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
| | - Sulamunn R. M. Coleman
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
| | | | - Joan M. Skelly
- Medical Biostatistics, University of Vermont, Burlington
| | - Stephen T. Higgins
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
- Department of Psychological Science, University of Vermont, Burlington
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Ginley MK, Pfund RA, Rash CJ, Zajac K. Long-term efficacy of contingency management treatment based on objective indicators of abstinence from illicit substance use up to 1 year following treatment: A meta-analysis. J Consult Clin Psychol 2021; 89:58-71. [PMID: 33507776 DOI: 10.1037/ccp0000552] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Contingency management (CM) is often criticized for limited long-term impact. This meta-analysis focused on objective indices of drug use (i.e., urine toxicology) to examine the effects of CM on illicit substance use up to 1 year following treatment. METHOD Analyses included randomized trials (k = 23) of CM for stimulant, opioid, or polysubstance use disorders that reported outcomes up to 1 year after the incentive delivery had ended. Using random effects models, odds ratios (OR) were calculated for the likelihood of abstinence. Metaregressions and subgroup analyses explored how parameters of CM treatment, namely escalation, frequency, immediacy, and magnitude of reinforcers, moderated outcomes. RESULTS The overall likelihood of abstinence at the long-term follow-up among participants who received CM versus a comparison treatment (nearly half of which were community-based comprehensive therapies or protocol-based specific therapies) was OR = 1.22, 95% confidence interval [1.01, 1.44], with low to moderate heterogeneity (I² = 36.68). Among 18 moderators, longer length of active treatment was found to significantly improve long-term abstinence. CONCLUSIONS CM showed long-term benefit in reducing objective indices of drug use, above and beyond other active, evidence-based treatments (e.g., cognitive-behavioral therapy, 12-step facilitation) and community-based intensive outpatient treatment. These data suggest that policymakers and insurers should support and cover costs for CM, which is the focus of hundreds of studies demonstrating its short-term efficacy and, now, additional data supporting its long-term efficacy. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Ellis JD, Struble CA, Fodor MC, Cairncross M, Lundahl LH, Ledgerwood DM. Contingency management for individuals with chronic health conditions: A systematic review and meta-analysis of randomized controlled trials. Behav Res Ther 2020; 136:103781. [PMID: 33302054 DOI: 10.1016/j.brat.2020.103781] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 10/24/2020] [Accepted: 11/16/2020] [Indexed: 01/28/2023]
Abstract
BACKGROUND Contingency management (CM) interventions involve providing reinforcement for engaging in a desired behavior, and have been shown to increase treatment adherence and promote abstinence in the treatment of substance use disorders. This review was conducted to systematically review the literature on the effectiveness of CM when applied to a range of medical conditions outside of substance use disorders. METHOD The authors identified a total of 24 randomized studies examining the effects of CM on four outcomes: weight change, physical activity, medication/device adherence, and viral load that were included in the qualitative summary, and 20 studies included in the meta-analysis. RESULTS CM was associated with positive outcomes for physical activity and medication/device adherence compared to control conditions. Findings with weight loss and viral load were more mixed, and evidence for publication bias was found for both outcomes. The effects of CM tend to dissipate when the contingency is removed. Heterogeneity was observed across most outcomes. LIMITATIONS AND CONCLUSIONS This review provides preliminary support for the use of CM in increasing physical activity and improving adherence to medication for chronic health conditions while reinforcement is ongoing. Future studies should examine potential moderators and identify strategies to maintain these changes over time.
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Affiliation(s)
- Jennifer D Ellis
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University, USA; Department of Psychiatry & Behavioral Sciences, Johns Hopkins University, USA
| | - Cara A Struble
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University, USA
| | - Marina C Fodor
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University, USA
| | - Molly Cairncross
- Division of Physical Medicine and Rehabilitation, The University of British Columbia, Canada
| | - Leslie H Lundahl
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University, USA
| | - David M Ledgerwood
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University, USA.
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Krishnamurti T, Ling Murtaugh K, Van Nunen L, Davis AL, Ipser J, Shoptaw S. Spending money to make change: Association of methamphetamine abstinence and voucher spending among contingency management pilot participants in South Africa. J Subst Abuse Treat 2020; 112:60-67. [PMID: 32199547 DOI: 10.1016/j.jsat.2020.01.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 01/22/2020] [Accepted: 01/24/2020] [Indexed: 01/23/2023]
Abstract
AIMS Methamphetamine Use Disorder is prevalent in South Africa. This analysis uses data from a contingency management (CM) pilot study in South Africa to replicate and expand on a U.S.-based study showing that CM voucher spending was associated with drug abstinence behavior. DESIGN Participants with methamphetamine-use disorder were enrolled in an 8-week CM trial requiring thrice weekly visits and received cash vouchers in exchange for stimulant-negative urines at each visit. PARTICIPANTS Participants were 33 treatment-seeking individuals with methamphetamine use disorder including 22 men (66.7%) and 11 women (33.3%) with a mean age of 34 years (S.D. = 7.7). Participants reported using methamphetamine for a mean of 11.7 years (S.D. = 4.9). SETTING All study procedures took place in South Africa between August 2016 and May 2018. MEASUREMENTS A time-lagged counting process Cox Proportional Hazards model for recurrent event survival analysis examined the relationship between frequency of and participant-categorized type of CM expenditures (hedonic, utilitarian, consumable or durable) and drug abstinence. FINDINGS After controlling for severity of baseline methamphetamine use and accumulated CM earnings (proxied by cumulative negative urines), those spending CM earnings at a previous visit ("spenders") were more likely to produce stimulant-negative urine samples subsequently, compared to those who did not ("savers") [OR = 1.23, CI = 1.08-1.53, p = .002]. There were significantly more cumulative stimulant-negative results among spenders vs. savers, p < .001, although cumulative spending did not significantly predict abstinence once spending in the prior time period was controlled for, suggesting a recency effect tied to the underlying spending mechanism. When extending the original analyses to look at the effect of spending on current abstinence, controlling only for recent abstinence (rather than cumulative abstinence), spending was no longer a significant predictor. Spending type did not affect methamphetamine abstinence. Qualitative results suggest spending CM vouchers may support social reintegration over the course of the trial. CONCLUSIONS Abstinence outcomes are a function of CM spending in both the U.S. and South Africa. Findings of a significant relationship between contingency management spending and subsequent stimulant-negative urine samples across geographic locations provide guidance toward future work in optimizing CM efficacy.
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Affiliation(s)
- Tamar Krishnamurti
- Division of General Internal Medicine, University of Pittsburgh, Meyran Avenue, Suite 200, Pittsburgh, PA 15213, USA.
| | - Kimberly Ling Murtaugh
- Department of Public Policy, Luskin School of Public Affairs, University of California at Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Lara Van Nunen
- Department of Psychiatry and Mental Health, University of Cape Town, South Africa
| | - Alexander L Davis
- Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Jonathan Ipser
- Department of Psychiatry and Mental Health, University of Cape Town, South Africa
| | - Steven Shoptaw
- Department of Public Policy, Luskin School of Public Affairs, University of California at Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA; Department of Family Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
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Rash CJ, Petry NM, Alessi SM, Barnett NP. Monitoring alcohol use in heavy drinking soup kitchen attendees. Alcohol 2019; 81:139-147. [PMID: 30308286 DOI: 10.1016/j.alcohol.2018.10.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 09/24/2018] [Accepted: 10/02/2018] [Indexed: 11/26/2022]
Abstract
Rates of heavy alcohol use in soup kitchen attendees range from 30% to 38%, but these data are based entirely on self-reported drinking. Little is known about the intensity or frequency of drinking in this population. We assessed alcohol use transdermally every 30 min over a 3-week period among heavy drinkers who attended local soup kitchens. In addition to transdermal alcohol monitoring, participants were randomly assigned to daily breath alcohol monitoring with or without reinforcement for alcohol-negative breath samples (BrAC). Analyses assessed feasibility of transdermal monitoring and examined alcohol use based on BrAC, transdermal, and self-report data, as well as effect sizes for these metrics based on group assignment. Nineteen participants completed the 21-day monitoring period in full; three persons removed the anklet 3-16 days early due to hospitalization, impending hospitalization, or incarceration. Participants reported minimal impacts of the monitors, and severity ratings of side effects were mild. When using BrAC, transdermal, and self-report data, the percentage of non-drinking days was 93%, 58%, and 57%, and the longest duration of consecutive non-drinking days averaged 10.3, 7.2, and 5.7 days, respectively. About half of drinking days involved heavy drinking (5 + drinks). Self-report and transdermal drinking days correlated significantly, p < .001, but neither index was associated with BrAC. Group comparisons indicate small-to-moderate sized effects of reinforcement compared to no reinforcement for increasing the proportion of alcohol-negative breath samples and durations of consecutive non-drinking samples during the study when BrAC was the metric. Transdermal data and self-report data indicated a more complex pattern. Reinforcement participants drank more often but at lower quantities than monitoring (control) participants per both transdermal and self-report data. These data suggest that transdermal monitors are well tolerated and document substantial heavy drinking in this population. Soup kitchens users are in need of alcohol interventions, and soup kitchens may represent a novel opportunistic setting for intervention delivery for an important and growing health disparities population.
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Sokol R, Albanese M, Albanese C, Coste G, Grossman E, Morrill D, Roll D, Sobieszczyk A, Schuman-Olivier Z. Implementing group visits for opioid use disorder: A case series. Subst Abus 2019; 41:174-180. [PMID: 31418638 PMCID: PMC7440777 DOI: 10.1080/08897077.2019.1635958] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: Group-based models of Office-Based Opioid Treatment with buprenorphine-naloxone (B/N) are increasingly being implemented in clinical practice to increase access to care and provide additional therapeutic benefits. While previous studies reported these Group-Based Opioid Treatment (GBOT) models are feasible for providers and acceptable to patients, there has been no literature to help providers with the more practical aspects of how to create and maintain GBOT in different outpatient settings. Case series: We present 4 cases of GBOT implementation across a large academic health care system, highlighting various potential approaches for providers who seek to implement GBOT and demonstrate "success" based on feasibility and sustainability of these models. For each case, we describe the pros and cons and detail the personnel and resources involved, patient mix and group format, workflow logistics, monitoring and management, and sustainability components. Discussion: The implementation details illustrate that there is no one-size-fits-all approach, although feasibility is commonly supported by a team-based, patient-centered medical home. This approach includes the capacity for referral to higher levels of mental health and addiction support services and is bolstered by ongoing provider communication and shared resources across the health system. Future research identifying the core and malleable components to implementation, their evidence base, and how they might be influenced by site-specific resources, culture, and other contextual factors can help providers better understand how to implement a GBOT model in their unique clinical environment.
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Affiliation(s)
- Randi Sokol
- Tufts School of Medicine, Boston, Massachusetts, USA
| | | | | | - Gerard Coste
- Cambridge Health Alliance, Cambridge, Massachusetts, USA
| | | | | | - David Roll
- Cambridge Health Alliance, Cambridge, Massachusetts, USA
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User-centered design of contingency management for implementation in opioid treatment programs: a qualitative study. BMC Health Serv Res 2019; 19:466. [PMID: 31288797 PMCID: PMC6617614 DOI: 10.1186/s12913-019-4308-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Accepted: 06/28/2019] [Indexed: 01/18/2023] Open
Abstract
Background Contingency management (CM) is one of the only behavioral interventions shown to be effective for the treatment of opioid use disorders when delivered alone and in combination with pharmacotherapy. Despite extensive empirical support, uptake of CM in community settings remains abysmally low. The current study applied user-centered design principles to gather qualitative data on familiarity with CM, current clinical practice, and preferences regarding the implementation of CM in community-based opioid treatment programs. Methods Participants were 21 leaders and 22 front-line counselors from 11 community-based opioid treatment programs. Semi-structured interviews were about 45 min long. Transcripts from each interview were coded by independent raters and analyzed using a reflexive team approach. Frequencies of responses were tallied, and queries were run in NVivo to identify exemplar quotes for each code. Results Results indicated low familiarity with CM, with less than half of the respondents defining CM correctly and over 40% of respondents declining to answer/ did not know. Abstinence was the most commonly recommended CM target, yet over 70% of respondents indicated that urine screens only occurred monthly. Attendance was also a popular recommendation, with respondents suggesting a range of possible indices including counseling, dosing, and/or case management sessions. Regarding the ideal role to administer CM prizes, program directors and supervisors were most commonly recommended, closely followed by front-line counselors. The most commonly suggested strategies to afford CM incentives included soliciting community donations and offering non-financial incentives. Conclusions User design principles to understand workflow constraints, target user needs, and simplify the intervention guided this qualitative investigation of CM implementation in opioid treatment programs. Findings highlighted the potential value of flexible, organization-specific definitions of CM attendance and non-financial incentives, as well as active involvement of clinical leaders and supervisors to promote buy in among staff/patients. Respondents were generally optimistic about their ability to fundraise or solicit donations to overcome cost-related barriers of CM. Implications for CM implementation strategies, including the use of targeted leadership coaching focused on sustainability, are explored. Electronic supplementary material The online version of this article (10.1186/s12913-019-4308-6) contains supplementary material, which is available to authorized users.
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Oluwoye O, Kriegel L, Alcover KC, McPherson S, McDonell MG, Roll JM. The dissemination and implementation of contingency management for substance use disorders: A systematic review. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 34:99-110. [PMID: 31259569 DOI: 10.1037/adb0000487] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Contingency management is one of the most effective behavioral interventions for substance use. However, the implementation of contingency management has not been as widespread as might be expected given its efficacy. This review summarizes literature that examines the dissemination and implementation of contingency management for substance use in community (e.g., specialized substance use treatment) and clinical (e.g., primary care) settings. A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Databases including Google Scholar, World of Knowledge, PsycINFO, and PubMed were searched. Search results yielded 100 articles and after the screening of titles and abstracts 44 were identified. Full-text articles were examined for eligibility and yielded 24 articles that were included in this review. Of the 24 articles included in the review, the majority (n = 11) focused on implementing contingency management in methadone clinics and opioid treatment programs. Training methods, implementation strategies, fidelity assessments, and attitudes toward the implementation of contingency management are discussed in greater detail. These findings highlight the importance of organizational input and ongoing supervision and consultation, and the need for additional research that is guided by theoretical frameworks and use rigorous study designs. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Oladunni Oluwoye
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Liat Kriegel
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Karl C Alcover
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Sterling McPherson
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Michael G McDonell
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - John M Roll
- Elson S. Floyd College of Medicine, Washington State University, Spokane
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Forster SE, DePhilippis D, Forman SD. "I's" on the prize: A systematic review of individual differences in Contingency Management treatment response. J Subst Abuse Treat 2019; 100:64-83. [PMID: 30898330 DOI: 10.1016/j.jsat.2019.03.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 01/30/2019] [Accepted: 03/06/2019] [Indexed: 01/02/2023]
Abstract
Contingency Management is an evidence-based treatment for substance use disorders with strong potential for measurement-based customization. Previous work has examined individual difference factors in Contingency Management treatment response of potential relevance to treatment targeting and adaptive implementation; however, a systematic review of such factors has not yet been conducted. Here, we summarize and evaluate the existing literature on patient-level predictors, mediators, and moderators of Contingency Management treatment response in stimulant and/or opioid using outpatients - clinical populations most frequently targeted in Contingency Management research and clinical practice. Our search strategy identified 648 unique, peer-reviewed publications, of which 39 met full inclusion criteria for the current review. These publications considered a variety of individual difference factors, including (1) motivation to change and substance use before and during treatment (8/39 publications), (2) substance use comorbidity and chronicity (8/39 publications), (3) psychiatric comorbidity and severity (8/39 publications), (4) medical, legal, and sociodemographic considerations (15/39 publications), and (5) cognitive-behavioral variables (1/39 publications). Contingency Management was generally associated with improved treatment outcomes (e.g., longer periods of continuous abstinence, better retention), regardless of individual difference factors; however, specific patient-level characteristics were associated with either an enhanced (e.g., more previous treatment attempts, history of sexual abuse, diagnosis of antisocial personality disorder) or diminished (e.g., complex post-traumatic stress symptoms, pretreatment benzodiazepine use) response to Contingency Management. Overall, the current literature is limited but existing evidence generally supports greater benefits of Contingency Management in patients who would otherwise have a poorer prognosis in standard outpatient care. It was also identified that the majority of previous work represents a posteriori analysis of pre-existing clinical samples and has therefore rarely considered pre-specified, hypothesis-driven individual difference factors. We therefore additionally highlight patient-level factors that are currently understudied, as well as promising future directions for measurement-based treatment adaptations that may directly respond to patient traits and states to improve Contingency Management effectiveness across individuals and over time.
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Affiliation(s)
- Sarah E Forster
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, United States of America; University of Pittsburgh, Department of Psychiatry, United States of America.
| | - Dominick DePhilippis
- Center of Excellence in Substance Addiction Treatment and Education, Corporal Michael J. Crescenz VA Medical Center, United States of America; Perelman School of Medicine, University of Pennsylvania, United States of America
| | - Steven D Forman
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, United States of America; University of Pittsburgh, Department of Psychiatry, United States of America
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Leickly E, Skalisky J, Angelo FA, Srebnik D, McPherson S, Roll JM, Ries RK, McDonell MG. Perspectives on a contingency management intervention for alcohol use among consumers with serious mental illness. Psychiatr Rehabil J 2019; 42:26-31. [PMID: 30475006 PMCID: PMC6506435 DOI: 10.1037/prj0000330] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE This study describes the perspectives of outpatients with serious mental illness (SMI) and alcohol dependence on their participation in a contingency management (CM) intervention for alcohol use. METHODS Thirty-five adults with SMI and alcohol dependence participated in a randomized trial of CM for alcohol use, where they were rewarded with prizes contingent on abstinence from alcohol. All participants were interviewed regarding their participation in CM with a consistent structure that included nine open-ended questions. Favored and disliked aspects of CM, perception of alcohol biomarker accuracy, and interest in participating in similar CM interventions provided by treatment centers, rather than researchers, were explored. RESULTS Participants spoke enthusiastically about receiving prizes, as well as how CM increased their awareness of drinking and helped support their abstinence from alcohol. Most participants felt the ethyl glucuronide biomarker urine tests used to measure alcohol use were accurate, and they were interested in enrolling in CM if it was offered as a clinical program. Research staff who implemented the intervention were well regarded by participants, and interactions with research staff were perceived positively. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE Adults with SMI and alcohol dependence participating in a trial of CM for alcohol use reported overall positive perceptions of and experiences with CM. Receiving small tangible prizes and having positive interpersonal interactions with study staff were reported as especially impactful. These findings indicate that CM is well received by consumers, in addition to its empirical and practical benefits as an evidence-based, low-cost intervention. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | - Jordan Skalisky
- Initiative for Research and Education to Advance Community Health, Washington State University
| | | | - Debra Srebnik
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine
| | | | - John M Roll
- Elson S. Floyd College of Medicine, Washington State University
| | - Richard K Ries
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine
| | - Michael G McDonell
- Initiative for Research and Education to Advance Community Health, Washington State University
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Page K, Carrico AW, Stein E, Evans J, Sokunny M, Maly P, Sophal C, Neak Y, Ngak S, McCulloch C, Maher L. Cluster randomized stepped-wedge trial of a multi-level HIV prevention intervention to decrease amphetamine-type stimulants and sexual risk in Cambodian female entertainment and sex workers. Drug Alcohol Depend 2019; 196:21-30. [PMID: 30659994 PMCID: PMC6392432 DOI: 10.1016/j.drugalcdep.2018.11.029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Revised: 11/04/2018] [Accepted: 11/13/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND HIV prevention for female entertainment and sex workers (FESW) may be optimized by addressing individual and structural risks. We examined the impact of a sequentially delivered intervention to decrease sexual risk, amphetamine-type stimulant (ATS) use, and improve economic well-being in Cambodian FESW. METHODS A cluster randomized stepped-wedge trial was conducted in 10 Cambodian provinces to test multi-level intervention in high risk FESW. After baseline screening in 1198 women, those screening positive for ATS use disorder were allocated to a 12-week conditional cash transfer intervention followed by a 4-week cognitive-behavioural aftercare group (CCT + AC). At six months, ATS abstinent participants were offered a microenterprise (ME) opportunity. Co-primary outcomes assessed in 600 FESW at each 6-, 12- and 18-month follow-up assessments, included: 1) number of sexual partners (past three months); and 2) ATS urine toxicology positive (Tox+) results. Secondary outcomes included indicators of economic well-being. RESULTS Relative to baseline, FESW reported fewer sexual partners at all follow-up assessments with a significant 50% decrease at 12-months (Adjusted Rate Ratio [ARR] = 0.50; 95%CI: 0.25, 0.95). Women had 60% lower odds of being ATS Tox+ (Adjusted Odds Ratio [AOR] = 0.40; 95%CI: 0.25, 0.65) at 6-months, and continued but non-significant reductions at 12- and 18-months. Improvements in economic well-being indicators were observed at 12- and 18-months. CONCLUSIONS Findings support the robust effectiveness of the sequentially delivered CCT + AC and ME interventions for boosting HIV prevention for Cambodian FESW. Further research is needed to inform the scale up and improve durability of this comprehensive approach with FESW in Southeast Asia.
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Affiliation(s)
- Kimberly Page
- Department of Internal Medicine, Division of Epidemiology, Biostatistics and Preventive Medicine, University New Mexico Health Sciences Center, Albuquerque, NM, USA; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Adam W Carrico
- Department of Public Health Sciences, Division of Prevention Science and Community Health, University of Miami, Miami, FL, USA; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Ellen Stein
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Jennifer Evans
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Muth Sokunny
- FHI 360, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Phou Maly
- FHI 360, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Chhit Sophal
- Ministry of Health, Department of Mental Health and Substance Abuse, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Yuthea Neak
- National Authority for Combating Drugs, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Song Ngak
- FHI 360, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Charles McCulloch
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Lisa Maher
- Ministry of Health, Department of Mental Health and Substance Abuse, Phnom Penh, Cambodia; Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
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De Crescenzo F, Ciabattini M, D’Alò GL, De Giorgi R, Del Giovane C, Cassar C, Janiri L, Clark N, Ostacher MJ, Cipriani A. Comparative efficacy and acceptability of psychosocial interventions for individuals with cocaine and amphetamine addiction: A systematic review and network meta-analysis. PLoS Med 2018; 15:e1002715. [PMID: 30586362 PMCID: PMC6306153 DOI: 10.1371/journal.pmed.1002715] [Citation(s) in RCA: 139] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 11/15/2018] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Clinical guidelines recommend psychosocial interventions for cocaine and/or amphetamine addiction as first-line treatment, but it is still unclear which intervention, if any, should be offered first. We aimed to estimate the comparative effectiveness of all available psychosocial interventions (alone or in combination) for the short- and long-term treatment of people with cocaine and/or amphetamine addiction. METHODS AND FINDINGS We searched published and unpublished randomised controlled trials (RCTs) comparing any structured psychosocial intervention against an active control or treatment as usual (TAU) for the treatment of cocaine and/or amphetamine addiction in adults. Primary outcome measures were efficacy (proportion of patients in abstinence, assessed by urinalysis) and acceptability (proportion of patients who dropped out due to any cause) at the end of treatment, but we also measured the acute (12 weeks) and long-term (longest duration of study follow-up) effects of the interventions and the longest duration of abstinence. Odds ratios (ORs) and standardised mean differences were estimated using pairwise and network meta-analysis with random effects. The risk of bias of the included studies was assessed with the Cochrane tool, and the strength of evidence with the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. We followed the PRISMA for Network Meta-Analyses (PRISMA-NMA) guidelines, and the protocol was registered in PROSPERO (CRD 42017042900). We included 50 RCTs evaluating 12 psychosocial interventions or TAU in 6,942 participants. The strength of evidence ranged from high to very low. Compared to TAU, contingency management (CM) plus community reinforcement approach was the only intervention that increased the number of abstinent patients at the end of treatment (OR 2.84, 95% CI 1.24-6.51, P = 0.013), and also at 12 weeks (OR 7.60, 95% CI 2.03-28.37, P = 0.002) and at longest follow-up (OR 3.08, 95% CI 1.33-7.17, P = 0.008). At the end of treatment, CM plus community reinforcement approach had the highest number of statistically significant results in head-to-head comparisons, being more efficacious than cognitive behavioural therapy (CBT) (OR 2.44, 95% CI 1.02-5.88, P = 0.045), non-contingent rewards (OR 3.31, 95% CI 1.32-8.28, P = 0.010), and 12-step programme plus non-contingent rewards (OR 4.07, 95% CI 1.13-14.69, P = 0.031). CM plus community reinforcement approach was also associated with fewer dropouts than TAU, both at 12 weeks and the end of treatment (OR 3.92, P < 0.001, and 3.63, P < 0.001, respectively). At the longest follow-up, community reinforcement approach was more effective than non-contingent rewards, supportive-expressive psychodynamic therapy, TAU, and 12-step programme (OR ranging between 2.71, P = 0.026, and 4.58, P = 0.001), but the combination of community reinforcement approach with CM was superior also to CBT alone, CM alone, CM plus CBT, and 12-step programme plus non-contingent rewards (ORs between 2.50, P = 0.039, and 5.22, P < 0.001). The main limitations of our study were the quality of included studies and the lack of blinding, which may have increased the risk of performance bias. However, our analyses were based on objective outcomes, which are less likely to be biased. CONCLUSIONS To our knowledge, this network meta-analysis is the most comprehensive synthesis of data for psychosocial interventions in individuals with cocaine and/or amphetamine addiction. Our findings provide the best evidence base currently available to guide decision-making about psychosocial interventions for individuals with cocaine and/or amphetamine addiction and should inform patients, clinicians, and policy-makers.
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Affiliation(s)
- Franco De Crescenzo
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- Institute of Psychiatry and Clinical Psychology, Catholic University of the Sacred Heart, Rome, Italy
| | - Marco Ciabattini
- School of Hygiene and Preventive Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Gian Loreto D’Alò
- School of Hygiene and Preventive Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Riccardo De Giorgi
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
| | - Cinzia Del Giovane
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Carolina Cassar
- Department of Dynamic and Clinical Psychology, Sapienza University of Rome, Rome, Italy
| | - Luigi Janiri
- Institute of Psychiatry and Clinical Psychology, Catholic University of the Sacred Heart, Rome, Italy
| | - Nicolas Clark
- Mental Health and Substance Abuse, World Health Organization, Geneva, Switzerland
| | - Michael Joshua Ostacher
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, United States of America
- Department of Psychiatry, VA Palo Alto Health Care System, Palo Alto, California, United States of America
| | - Andrea Cipriani
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
- Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom
- * E-mail:
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Stanger C, Lansing AH, Scherer E, Budney A, Christiano AS, Casella SJ. A Web-Delivered Multicomponent Intervention for Adolescents with Poorly Controlled Type 1 Diabetes: A Pilot Randomized Controlled Trial. Ann Behav Med 2018; 52:1010-1022. [PMID: 30418521 PMCID: PMC6230973 DOI: 10.1093/abm/kay005] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Background Type 1 diabetes is associated with significant mortality and economic cost. Management of type 1 diabetes involves completing multiple daily adherence behaviors, and many adolescents struggle with self-management and show poor glycemic control. Purpose The purpose was to conduct an unblinded pilot randomized controlled parallel-group study of a web-delivered multicomponent intervention targeting self-monitoring of blood glucose, working memory, and parent supervision of diabetes care among adolescents with type 1 diabetes. Intervention components included high magnitude incentives for adolescents and parents, motivational and cognitive behavioral therapy and working memory training for adolescents, and training in contingency contracting for parents. Methods Adolescents (N = 114) with poorly controlled type 1 diabetes were screened, and N = 61 were randomized using minimum likelihood allocation to usual care (usual care, N = 31) or to a 25-week/15-session web-delivered intervention (WebRx, N = 30). Results At the end of treatment, adolescents in WebRx had higher self-monitoring of blood glucose (d = 0.58) (primary outcome), better visual spatial working memory (d = 0.48) and inhibition (d = 0.98), and lower HbA1c (d = 0.45) than those in usual care. WebRx parents reported more frequent review of the adolescent's glucometer (d = 1.30) and reduced family conflict (d = 0.56). Between-condition differences were maintained 6 months later in self-monitoring of blood glucose (d = 0.42), visual spatial working memory (d = 0.76), family conflict (d = 0.50), and HbA1c (d = 0.44). Conclusions Results showing sustained effects on self-monitoring of blood glucose and HbA1c support moving forward with a larger trial to test this innovative web-delivered and multicomponent intervention. ClinicalTrials.gov Number (NCT01722643).
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Affiliation(s)
- Catherine Stanger
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Amy Hughes Lansing
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Emily Scherer
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Alan Budney
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Ann S Christiano
- Department of Pediatric Endocrinology, Children’s Hospital at Dartmouth, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Samuel J Casella
- Department of Pediatric Endocrinology, Children’s Hospital at Dartmouth, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
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Washio Y, Humphreys M. Maternal Behavioral Health: Fertile Ground for Behavior Analysis. Perspect Behav Sci 2018; 41:637-652. [PMID: 31976417 PMCID: PMC6701727 DOI: 10.1007/s40614-018-0143-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022] Open
Abstract
The World Health Organization has identified four behavioral health priorities as risk factors for noncommunicable diseases in maternal populations: tobacco use, harmful alcohol use, poor nutrition, and lack of physical activity. These risk factors also significantly affect pregnant and immediately postpartum mothers, doubling the health risk and economic burden by adversely affecting maternal and birth or infant outcomes. Psychosocial and behavioral interventions are ideal for pregnant and immediately postpartum women as opposed to pharmacotherapy. Among other behavioral interventions, the use of incentives based on the principles of reinforcement has been a successful yet controversial way to change health behaviors. Implementing an incentive-based intervention in maternal health often brings up social validity concerns. The existing guideline on how to develop and conduct research in incentive-based interventions for maternal health lacks enough information on the specific variables to control for to maintain the intervention's effectiveness. This article outlines some of the critical variables in implementing an effective behavior-analytic intervention and addressing social validity concerns to change maternal behaviors in a sustainable manner, along with specific research topics needed in the field to prevent adverse maternal, birth, and infant outcomes.
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Affiliation(s)
- Yukiko Washio
- Christiana Care Health System, Newark, DE USA
- University of Delaware, 4755 Ogletown-Stanton Road, Newark, DE 19713 USA
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Decker SE, Morie KP, Malin-Mayor B, Nich C, Carroll KM. Positive and negative affect in cocaine use disorder treatment: Change across time and relevance to treatment outcome. Am J Addict 2018; 27:10.1111/ajad.12716. [PMID: 29923665 PMCID: PMC6309484 DOI: 10.1111/ajad.12716] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 03/06/2018] [Accepted: 03/07/2018] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Cognitive-behavior therapy (CBT) for substance use disorder is empirically supported, and may be associated with change in affect over time. OBJECTIVES Understanding the role of affect in cocaine use disorder could help to improve CBT outcomes. METHODS This secondary analysis included 140 adults with cocaine use disorder, 57.9% female, drawn from two randomized controlled studies of web-based cognitive-behavior therapy who completed the Positive and Negative Affect Scale (PANAS) before and during treatment. RESULTS In mixed-effects regression models, baseline negative affect (NA) scores were not associated with self-reported cocaine use during treatment, but baseline PA scores were associated with less frequent cocaine use (β = -0.04, p = .02). During treatment, NA scores reduced over time in CBT and treatment as usual (β = -0.27, p < .01), although PA scores did not change. Higher weekly NA scores were associated with weekly cocaine use (β = .02, SE = .01, t(746.15) = 2.37, p = .02), although weekly PANAS PA scores were not associated with weekly cocaine use. DISCUSSION AND CONCLUSIONS Results indicated that individuals with higher baseline PA were more likely to abstain from cocaine use during treatment, even when controlling for baseline cocaine use frequency. Although baseline NA was not associated with cocaine use, NA during treatment was associated with greater cocaine use. SCIENTIFIC SIGNIFICANCE PA at baseline and NA during treatment were associated with cocaine use. If findings are replicated, treatment developers may wish to include treatment interventions to boost early PA and reduce NA throughout treatment. (Am J Addict 2018;XX:1-8).
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Affiliation(s)
- Suzanne E. Decker
- New England Mental Illness Research, Education, and Clinical Center and VA Connecticut Health Care System, West Haven, Connecticut
| | - Kristen P. Morie
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Bo Malin-Mayor
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Charla Nich
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Kathleen M. Carroll
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
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The national implementation of Contingency Management (CM) in the Department of Veterans Affairs: Attendance at CM sessions and substance use outcomes. Drug Alcohol Depend 2018; 185. [PMID: 29524874 PMCID: PMC6435332 DOI: 10.1016/j.drugalcdep.2017.12.020] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
BACKGROUND In 2011, the Department of Veterans Affairs launched an initiative to expand patients' access to contingency management (CM) for the treatment of substance use disorders, particularly stimulant use disorder. This study evaluates the uptake and effectiveness of the VA initiative by presenting data on participation in coaching, fidelity to key components of the CM protocol, and clinical outcomes (CM attendance and substance use). METHODS Fifty-five months after the first VA stations began offering CM to patients in June 2011, 94 stations had made CM available to 2060 patients. As those 94 VA stations began delivering CM to Veterans, their staff participated in coaching calls to maintain fidelity to CM procedures. As a part of the CM coaching process, those 94 implementation sites provided data describing the setting and structure of their CM programs as well as their fidelity practices. Additional data on patients' CM attendance and urine test results also were collected from the 94 implementation sites. RESULTS The mean number of coaching calls the 94 programs participated in was 6.5. The majority of sites implemented CM according to recommended standard guidelines and reported high fidelity with most CM practices. On average, patients attended more than half their scheduled CM sessions, and the average percent of samples that tested negative for the target substance was 91.1%. CONCLUSION The VA's CM implementation initiative has resulted in widespread uptake of CM and produced attendance and substance use outcomes comparable to those found in controlled clinical trials.
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Becker SJ, Kelly LM, Kang AW, Escobar KI, Squires DD. Factors associated with contingency management adoption among opioid treatment providers receiving a comprehensive implementation strategy. Subst Abus 2018; 40:56-60. [PMID: 29595403 DOI: 10.1080/08897077.2018.1455164] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Background: Contingency management (CM) is an evidence-based behavioral intervention for opioid use disorders (OUDs); however, CM adoption in OUD treatment centers remains low due to barriers at patient, provider, and organizational levels. In a recent trial, OUD treatment providers who received the Science to Service Laboratory (SSL), a multilevel implementation strategy developed by a federally funded addiction training center, had significantly greater odds of CM adoption than providers who received training as usual. This study examined whether CM adoption frequency varied as a function of provider sociodemographic characteristics (i.e., age, race/ethnicity, licensure) and perceived barriers to adoption (i.e., patient-, provider-, organization-level) among providers receiving the SSL in an opioid treatment program. Methods: Thirty-nine providers (67% female, 77% non-Hispanic white, 72% with specialty licensure, Mage = 42 [SD = 11.46]) received the SSL, which consisted of didactic training, performance feedback, specialized training of internal change champions, and external coaching. Providers completed a comprehensive baseline assessment and reported on their adoption of CM biweekly for 52 weeks. Results: Providers reported using CM an average of nine 2-week intervals (SD = 6.35). Hierarchical multiple regression found that providers identifying as younger, non-Hispanic white, and without addiction-related licensure all had higher levels of CM adoption frequency. Higher perceived patient-level barriers predicted lower levels of CM adoption frequency, whereas provider- and organization-level barriers were not significant predictors. Conclusions: The significant effect of age on CM adoption frequency was consistent with prior research on predictors of evidence-based practice adoption, whereas the effect of licensure was counter to prior research. The finding that CM adoption frequency was lower among racially/ethnically diverse providers was not expected and suggests that the SSL may require adaptation to meet the needs of diverse opioid treatment providers. Entities using the SSL may also wish to incorporate a more explicit focus on patient-level barriers.
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Affiliation(s)
- Sara J Becker
- a Center for Alcohol and Addictions Studies, Brown University School of Public Health , Providence , Rhode Island , USA
| | - Lourah M Kelly
- a Center for Alcohol and Addictions Studies, Brown University School of Public Health , Providence , Rhode Island , USA.,b Department of Psychology , Suffolk University , Boston, Massachusetts , USA
| | - Augustine W Kang
- a Center for Alcohol and Addictions Studies, Brown University School of Public Health , Providence , Rhode Island , USA
| | - Katherine I Escobar
- a Center for Alcohol and Addictions Studies, Brown University School of Public Health , Providence , Rhode Island , USA
| | - Daniel D Squires
- a Center for Alcohol and Addictions Studies, Brown University School of Public Health , Providence , Rhode Island , USA
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Petry NM, Alessi SM, Olmstead TA, Rash CJ, Zajac K. Contingency management treatment for substance use disorders: How far has it come, and where does it need to go? PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2017; 31:897-906. [PMID: 28639812 PMCID: PMC5714694 DOI: 10.1037/adb0000287] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Contingency management (CM) interventions consistently improve substance abuse treatment outcomes, yet CM remains a highly controversial intervention and is rarely implemented in practice settings. This article briefly outlines the evidence base of CM and then describes 4 of the most often-cited concerns about it: philosophical, motivational, durability, and economic. Data supporting and refuting each of these issues are reviewed. The article concludes with suggestions to address these matters and other important areas for CM research and implementation, with the aims of improving uptake of this efficacious intervention in practice settings and outcomes of patients with substance use disorders. (PsycINFO Database Record
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Affiliation(s)
- Nancy M Petry
- Calhoun Cardiology Center, University of Connecticut School of Medicine
| | - Sheila M Alessi
- Calhoun Cardiology Center, University of Connecticut School of Medicine
| | | | - Carla J Rash
- Calhoun Cardiology Center, University of Connecticut School of Medicine
| | - Kristyn Zajac
- Calhoun Cardiology Center, University of Connecticut School of Medicine
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Ginley MK, Rash CJ, Olmstead TA, Petry NM. Contingency management treatment in cocaine using methadone maintained patients with and without legal problems. Drug Alcohol Depend 2017; 180:208-214. [PMID: 28918240 DOI: 10.1016/j.drugalcdep.2017.08.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 08/05/2017] [Accepted: 08/14/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Legal difficulties and cocaine use are prevalent in methadone maintenance patients, and they are related to one another, as well as to poor response to methadone treatment. Contingency management (CM) is efficacious for decreasing cocaine use, but the relation of CM treatment to criminal activities has rarely been studied. METHODS This study evaluated whether baseline legal problems are related to subsequent substance use and illegal activities for cocaine using methadone maintained patients and whether CM differentially improves outcomes depending on baseline legal problems. Using data from four randomized CM trials (N=323), we compared methadone maintained patients with legal problems at the start of study participation to those without initial legal problems. RESULTS Overall, the addition of CM to standard methadone care improved substance use outcomes regardless of initial legal problems. Endorsement of legal problems within 30days of study initiation was associated with reduced proportion of negative samples submitted during the 12-week treatment period. A significant interaction effect of baseline legal problems and treatment condition was present for subsequent self-reports of illegal activities. Those with baseline legal problems who were assigned to CM had reduced self-reports of reengagement in illegal activity throughout a six month follow-up compared to their counterparts randomized to standard care. CONCLUSIONS Adding CM to methadone treatment improves substance use outcomes and reduces subsequent illegal activity in cocaine-using methadone patients with legal problems.
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Affiliation(s)
- Meredith K Ginley
- Calhoun Cardiology Center-Behavioral Health, University of Connecticut School of Medicine, UConn Health, 263 Farmington Avenue, Farmington, CT 06030, United States, United States.
| | - Carla J Rash
- Calhoun Cardiology Center-Behavioral Health, University of Connecticut School of Medicine, UConn Health, 263 Farmington Avenue, Farmington, CT 06030, United States, United States.
| | - Todd A Olmstead
- Lyndon B. Johnson School of Public Affairs, The University of Texas at Austin P.O. Box Y, Austin TX 78713-8925, United States, United States.
| | - Nancy M Petry
- Calhoun Cardiology Center-Behavioral Health, University of Connecticut School of Medicine, UConn Health, 263 Farmington Avenue, Farmington, CT 06030, United States, United States.
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Abstract
Incentive use to improve maternal health behavior has been controversial, and guidelines to effectively design and implement such an intervention have been published. This commentary briefly describes a perspective from behavioral science for the existing guideline on the development of an incentive-based intervention to change maternal health behaviors. It is recommended to emphasize the saliency of incentives as an important variable to maintain the intervention effect while addressing barriers to feasibility and sustainability.
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Affiliation(s)
- Yukiko Washio
- Christiana Care Health System, University of Delaware, Newark, DE, USA
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Washio Y, Humphreys M, Colchado E, Sierra-Ortiz M, Zhang Z, Collins BN, Kilby LM, Chapman DJ, Higgins ST, Kirby KC. Incentive-based Intervention to Maintain Breastfeeding Among Low-income Puerto Rican Mothers. Pediatrics 2017; 139:peds.2016-3119. [PMID: 28167511 PMCID: PMC5330404 DOI: 10.1542/peds.2016-3119] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2016] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Despite maternal and child health benefits, breastfeeding rates are relatively low among low-income Puerto Rican mothers. This study examined the hypothesis that monthly financial incentives would significantly increase the proportion of breastfeeding mothers at 6 months postpartum compared with Supplemental Nutrition Program for Women, Infants, and Children (WIC) services only among Puerto Rican mothers. METHODS A randomized, 2-arm parallel-group design, from February 2015 through February 2016. Half of the randomized participants received monthly financial incentives contingent on observed breastfeeding for 6 months (Incentive), and the other half received usual WIC services only (Control). Thirty-six self-identified Puerto Rican women who initiated breastfeeding were enrolled. Monthly cash incentives were contingent on observed breastfeeding increasing the amount given at each month from $20 to $70 for a total possible of $270. RESULTS The intent-to-treat analysis showed significantly higher percentages of breastfeeding mothers in the incentive group at each time point compared with those in the control group (89% vs 44%, P = .01 at 1 month; 89% vs 17%, P < .001 at 3 months; 72% vs 0%, P < .001 at 6 months). No significant differences were detected at any time point between study groups for self-reported exclusive breastfeeding rate and infant outcomes (ie, weight, emergency department visits). CONCLUSIONS Contingent cash incentives significantly increased breastfeeding through 6-month postpartum among WIC-enrolled Puerto Rican mothers; however, no significant differences between the study groups were observed on exclusive breastfeeding rate and infant outcomes. Larger-scale studies are warranted to examine efficacy, implementation potential, and cost-effectiveness.
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Affiliation(s)
- Yukiko Washio
- Christiana Care Health System/University of Delaware, Newark, Delaware;
| | | | | | | | - Zugui Zhang
- Christiana Care Health System/University of Delaware, Newark, Delaware
| | - Bradley N. Collins
- Department of Social and Behavioral Sciences, Temple University, Philadelphia, Pennsylvania
| | - Linda M. Kilby
- N.O.R.T.H., Inc—Philadelphia WIC program, Philadelphia, Pennsylvania
| | | | | | - Kimberly C. Kirby
- Department of Psychology, Rowan University, Glassboro, New Jersey; and,Treatment Research Institute, Philadelphia, Pennsylvania
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Walter KN, Wagner JA, Cengiz E, Tamborlane WV, Petry NM. Substance Use Disorders among Patients with Type 2 Diabetes: a Dangerous but Understudied Combination. Curr Diab Rep 2017; 17:2. [PMID: 28101793 DOI: 10.1007/s11892-017-0832-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW This paper reviews research on substance use and disorders (SUDs) among adults with diabetes. It describes epidemiological data on SUDs in persons with type 2 diabetes, overviews effects of substance use on diabetes outcomes, and discusses treatments for SUDs in patients with diabetes. RECENT FINDINGS Rates of current smoking range from 10 to 26% and alcohol use disorders are 0-5%. Rates of illicit SUDs are 3-4%, but there are no population-based studies using nationally representative samples. Smoking increases the risk for long-term diabetes complications and premature death. Alcohol and illicit drug use can also impact long-term diabetes complications by impairing glucose homeostasis and adversely influencing self-management behaviors. There is mixed evidence about psychosocial smoking cessation interventions in adults with diabetes and little on alcohol and illicit SUD interventions. Limited data exist on pharmacotherapies for SUDs in this population, but a recent study suggests that varenicline is safe and effective for treating smoking in patients with diabetes. Substance use is an understudied problem in type 2 diabetes, and addressing substance use holds potential for improving outcomes. Additional large population-based epidemiological studies in those with type 2 diabetes are needed, particularly for alcohol and illicit SUDs. Longitudinal studies should be conducted to better understand the time course of diabetes onset and outcomes in relation to SUDs. Randomized controlled trials are needed to assess safety and efficacy of promising psychosocial and pharmacological interventions.
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Affiliation(s)
- Kimberly N Walter
- University of Connecticut School of Medicine (MC 3944), 263 Farmington Ave., Farmington, CT, 06030-3944, USA
| | - Julie A Wagner
- University of Connecticut School of Dental Medicine, 263 Farmington Ave., Farmington, CT, USA
| | - Eda Cengiz
- Yale University School of Medicine, PO Box 208064, New Haven, CT, USA
| | | | - Nancy M Petry
- University of Connecticut School of Medicine (MC 3944), 263 Farmington Ave., Farmington, CT, 06030-3944, USA.
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Rash CJ, Stitzer M, Weinstock J. Contingency Management: New Directions and Remaining Challenges for An Evidence-Based Intervention. J Subst Abuse Treat 2017; 72:10-18. [PMID: 27746057 PMCID: PMC5154900 DOI: 10.1016/j.jsat.2016.09.008] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 09/23/2016] [Indexed: 12/24/2022]
Abstract
This article introduces the special issue on contingency management (CM), an efficacious intervention for the treatment of substance use disorders with low uptake in clinical settings that is not commensurate with evidence for efficacy. In this special issue of the Journal of Substance Abuse Treatment, we present 16 articles representing the latest research in efficacy, implementation, and technological advances related to CM. Combined, this collection of articles highlights the diverse populations, settings, and applications of CM in the treatment of substance use disorders. We conclude by highlighting directions for future research, particularly those that may increase CM's appeal and uptake in routine clinical care.
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Affiliation(s)
- Carla J Rash
- Calhoun Cardiology Center - Behavioral Health, UConn Health Center, 263 Farmington Avenue (MC 3944), Farmington, CT 06030-3944.
| | - Maxine Stitzer
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Hopkins Bayview Medical Center, 5510 Nathan Shock Drive, Baltimore, MD 21224
| | - Jeremiah Weinstock
- Department of Psychology, Saint Louis University, 3700 Lindell Boulevard, Morrissey Hall Rm 2735, St. Louis, MO 63108
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Davis DR, Kurti AN, Skelly JM, Redner R, White TJ, Higgins ST. A review of the literature on contingency management in the treatment of substance use disorders, 2009-2014. Prev Med 2016; 92:36-46. [PMID: 27514250 PMCID: PMC5385000 DOI: 10.1016/j.ypmed.2016.08.008] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 08/04/2016] [Accepted: 08/06/2016] [Indexed: 10/21/2022]
Abstract
This report describes a systematic literature review of voucher and related monetary-based contingency management (CM) interventions for substance use disorders (SUDs) over 5.2years (November 2009 through December 2014). Reports were identified using the search engine PubMed, expert consultations, and published bibliographies. For inclusion, reports had to (a) involve monetary-based CM; (b) appear in a peer-reviewed journal; (c) include an experimental comparison condition; (d) describe an original study; (e) assess efficacy using inferential statistics; (f) use a research design allowing treatment effects to be attributed to CM. Sixty-nine reports met inclusion criteria and were categorized into 7 research trends: (1) extending CM to special populations, (2) parametric studies, (3) extending CM to community clinics, (4) combining CM with pharmacotherapies, (5) incorporating technology into CM, (6) investigating longer-term outcomes, (7) using CM as a research tool. The vast majority (59/69, 86%) of studies reported significant (p<0.05) during-treatment effects. Twenty-eight (28/59, 47%) of those studies included at least one follow-up visit after CM was discontinued, with eight (8/28, 29%) reporting significant (p<0.05) effects. Average effect size (Cohen's d) during treatment was 0.62 (95% CI: 0.54, 0.70) and post-treatment it was 0.26 (95% CI: 0.11, 0.41). Overall, the literature on voucher-based CM over the past 5years documents sustained growth, high treatment efficacy, moderate to large effect sizes during treatment that weaken but remain evident following treatment termination, and breadth across a diverse set of SUDs, populations, and settings consistent with and extending results from prior reviews.
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Affiliation(s)
- Danielle R Davis
- Vermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States; Psychological Science, University of Vermont, United States
| | - Allison N Kurti
- Vermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States
| | - Joan M Skelly
- Medical Biostatistics, University of Vermont, United States
| | - Ryan Redner
- Vermont Center of Behavior & Health, University of Vermont, United States; Behavior Analysis and Therapy Program, Rehabilitation Institute, Southern Illinois University, United States
| | | | - Stephen T Higgins
- Vermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States; Psychological Science, University of Vermont, United States.
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Minozzi S, Saulle R, De Crescenzo F, Amato L. Psychosocial interventions for psychostimulant misuse. Cochrane Database Syst Rev 2016; 9:CD011866. [PMID: 27684277 PMCID: PMC6457581 DOI: 10.1002/14651858.cd011866.pub2] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND Psychostimulant misuse is a continuously growing medical and social burden. There is no evidence proving the efficacy of pharmacotherapy. Psychosocial interventions could be a valid approach to help patients in reducing or ceasing drug consumption. OBJECTIVES To assess the effects of psychosocial interventions for psychostimulant misuse in adults. SEARCH METHODS We searched the Cochrane Drugs and Alcohol Group Specialised Register (via CRSLive); Cochrane Central Register of Controlled Trials (CENTRAL); MEDLINE; EMBASE; CINAHL; Web of Science and PsycINFO, from inception to November 2015. We also searched for ongoing and unpublished studies via ClinicalTrials.gov (www.clinicaltrials.gov) and the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP) (apps.who.int/trialsearch/).All searches included non-English language literature. We handsearched references of topic-related systematic reviews and the included studies. SELECTION CRITERIA We included randomised controlled trials comparing any psychosocial intervention with no intervention, treatment as usual (TAU) or a different intervention in adults with psychostimulant misuse or dependence. DATA COLLECTION AND ANALYSIS We used the standard methodological procedures expected by Cochrane. MAIN RESULTS We included a total of 52 trials (6923 participants).The psychosocial interventions considered in the studies were: cognitive behavioural therapy (19 studies), contingency management (25 studies), motivational interviewing (5 studies), interpersonal therapy (3 studies), psychodynamic therapy (1 study), 12-step facilitation (4 studies).We judged most of the studies to be at unclear risk of selection bias; blinding of personnel and participants was not possible for the type of intervention, so all the studies were at high risk of performance bias with regard to subjective outcomes; the majority of studies did not specify whether the outcome assessors were blind. We did not consider it likely that the objective outcomes were influenced by lack of blinding.The comparisons made were: any psychosocial intervention versus no intervention (32 studies), any psychosocial intervention versus TAU (6 studies), and one psychosocial intervention versus an alternative psychosocial intervention (13 studies). Five of included studies did not provide any useful data for inclusion in statistical synthesis.We found that, when compared to no intervention, any psychosocial treatment: reduced the dropout rate (risk ratio (RR): 0.83, 95% confidence interval (CI) 0.76 to -0.91, 24 studies, 3393 participants, moderate quality evidence); increased continuous abstinence at the end of treatment (RR: 2.14, 95% CI 1.27 to -3.59, 8 studies, 1241 participants, low quality evidence); did not significantly increase continuous abstinence at the longest follow-up (RR: 2.12, 95% CI 0.77 to -5.86, 4 studies, 324 participants, low quality evidence); significantly increased the longest period of abstinence: (standardised mean difference (SMD): 0.48, 95% CI 0.34 to 0.63, 10 studies, 1354 participants, high quality evidence). However, it should be noted that the in the vast majority of the studies in this comparison the specific psychosocial treatment assessed in the experimental arm was given in add on to treatment as usual or to another specific psychosocial or pharmacological treatment which was received by both groups. So, many of the control groups in this comparison were not really untreated. Receiving some amount of treatment is not the same as not receiving any intervention, so we could argue that the overall effect of the experimental psychosocial treatment could be smaller if given in add on to TAU or to another intervention than if given to participants not receiving any intervention; this could translate to a smaller magnitude of the effect of the psychosocial intervention when it is given in add on.When compared to TAU, any psychosocial treatment reduced dropout rate (RR: 0.72, 95% CI 0.59 to 0.89, 6 studies, 516 participants, moderate quality evidence), did not increase continuous abstinence at the end of treatment (RR: 1.27, 95% CI 0.94 to 1.72, 2 studies, 224 participants, low quality evidence), did not increase longest period of abstinence (MD -3.15 days, 95% CI -10.35 to 4.05, 1 study, 110 participants, low quality evidence). No studies in this comparison assessed the outcome of continuous abstinence at longest follow-up.There were few studies comparing two or more psychosocial interventions, with small sample sizes and considerable heterogeneity in terms of the types of interventions assessed. None reported significant results.None of the studies reported harms related to psychosocial interventions. AUTHORS' CONCLUSIONS The addition of any psychosocial treatment to treatment as usual (usually characterised by group counselling or case management) probably reduces the dropout rate and increases the longest period of abstinence. It may increase the number of people achieving continuous abstinence at the end of treatment, although this might not be maintained at longest follow-up. The most studied and the most promising psychosocial approach to be added to treatment as usual is probably contingency management. However, the other approaches were only analysed in a few small studies, so we cannot rule out the possibility that the results were not significant because of imprecision. When compared to TAU, any psychosocial treatment may improve adherence, but it may not improve abstinence at the end of treatment or the longest period of abstinence.The majority of the studies took place in the United States, and this could limit the generalisability of the findings, because the effects of psychosocial treatments could be strongly influenced by the social context and ethnicity. The results of our review do not answer the most relevant clinical question, demonstrating which is the most effective type of psychosocial approach.Further studies should directly compare contingency management with the other psychosocial approaches.
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Affiliation(s)
- Silvia Minozzi
- Lazio Regional Health ServiceDepartment of EpidemiologyVia Cristoforo Colombo, 112RomeItaly00154
| | - Rosella Saulle
- Lazio Regional Health ServiceDepartment of EpidemiologyVia Cristoforo Colombo, 112RomeItaly00154
| | - Franco De Crescenzo
- Catholic University of the Sacred HeartInstitute of Psychiatry and PsychologyL.go A. Gemelli 8RomeItaly00168
| | - Laura Amato
- Lazio Regional Health ServiceDepartment of EpidemiologyVia Cristoforo Colombo, 112RomeItaly00154
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Miguel AQC, Madruga CS, Cogo-Moreira H, Yamauchi R, Simões V, da Silva CJ, McPherson S, Roll JM, Laranjeira RR. Contingency management is effective in promoting abstinence and retention in treatment among crack cocaine users in Brazil: A randomized controlled trial. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2016; 30:536-543. [PMID: 27442691 DOI: 10.1037/adb0000192] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Crack cocaine dependence has become a severe public health problem in Brazil, and current psychosocial approaches to this problem have shown little or no effectiveness. Although contingency management is among the most effective behavioral treatments for substance use disorders, it has never been applied in the treatment of crack cocaine-dependent individuals in Brazil. The aim of this study was to evaluate the efficacy of incorporating contingency management into standard outpatient treatment for crack cocaine dependence, as well as the impact that doing so has on treatment attendance, retention in treatment, maintenance of abstinence, and the frequency of substance use. We evaluated 65 treatment-seeking, crack cocaine-dependent individuals, randomized to receive 12 weeks of standard treatment plus contingency management (STCM; n = 33) or 12 weeks of standard treatment alone (STA; n = 32). Those in the STCM group received monetary incentives for being abstinent, earning up to US$235.50 if they remained abstinent throughout the entire treatment period. The STCM group participants attended a mean of 19.5 (SD = 14.9) treatment sessions, compared with 3.7 (SD = 5.9) for the STA group participants (p < .01). Those in the STCM group were 3.8, 4.6, and 68.9 times more likely to be retained in treatment at weeks 4, 8, and 12 than were those in the STA group. The likelihood of detecting 4, 8, and 12 weeks of continuous abstinence was 17.7, 9.9, and 18.6 times higher in the STCM group than in the STA group (p < .05). Compared to the STA group, the STCM group submitted a significantly higher proportion of negative samples for crack cocaine, delta-9-tetrahydrocannabinol, and alcohol (p < .001) when all expected samples were included in the denominator but not when only submitted samples were considered. The average monthly cost/participant for incentives was $29.00. Contingency management showed efficacy in a sample of Brazilian crack cocaine users. The intervention holds promise for broader application in international settings. (PsycINFO Database Record
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Affiliation(s)
- André Q C Miguel
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Clarice S Madruga
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Hugo Cogo-Moreira
- Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Rodolfo Yamauchi
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Viviane Simões
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Claudio J da Silva
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
| | - Sterling McPherson
- Program of Excellence in Addictions Research, Washington State University
| | - John M Roll
- Program of Excellence in Addictions Research, Washington State University
| | - Ronaldo R Laranjeira
- National Institute of Policies on Alcohol and Drugs (INPAD), Department of Psychiatry and Medical Psychology, Federal University of São Paulo (UNIFESP)
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The Effectiveness of Ultra-Low Magnitude Reinforcers: Findings From a "Real-World" Application of Contingency Management. J Subst Abuse Treat 2016; 72:111-116. [PMID: 27422452 DOI: 10.1016/j.jsat.2016.06.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 06/07/2016] [Accepted: 06/27/2016] [Indexed: 11/21/2022]
Abstract
BACKGROUND Research has consistently found contingency management (CM) to be an effective tool in increasing desired patient behaviors in substance use disorder (SUD) treatment. Despite the strong evidence for the effectiveness of this intervention, practical issues and the cost of implementing CM in treatment programs have been significant barriers to adoption. OBJECTIVES To evaluate the impact of a CM program designed and implemented by university-affiliated methadone clinic staff to increase patient group attendance. The CM program consisted of a weekly raffle for patients attending clinician-led group counseling and/or in-clinic Methadone Anonymous (MA) groups in which slips with patient ID#s were entered and one ID slip was drawn per week with a fee credit for a dose of methadone ($15) as the prize. METHODS The CM program continued for 12 months. Group attendance was tracked before, during, and after CM implementation as part of ongoing clinic service utilization monitoring. RESULTS Following the implementation of CM, attendance at any clinician-led or MA groups increased significantly from baseline to month 1 (X2=5.78, p<0.05) but this increase was not sustained beyond month 6. Analysis of attendance by type of group revealed that clinician-led group attendance did not increase significantly but there was a significant increase in in-clinic MA group attendance from baseline to month 1 (X2=20.27, p<0.001), which was sustained through the 12-month implementation period (X2=11.21, p<0.001) and through 3 months post-implementation (X2=14.73; p<0.001). CONCLUSIONS A low-cost, simple CM intervention implemented by clinic staff was associated with significant increases in the target behavior of increasing group attendance.
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Lamb RJ, Maguire DR, Ginsburg BC, Pinkston JW, France CP. Determinants of choice, and vulnerability and recovery in addiction. Behav Processes 2016; 127:35-42. [PMID: 27083500 DOI: 10.1016/j.beproc.2016.04.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 03/30/2016] [Accepted: 04/01/2016] [Indexed: 12/13/2022]
Abstract
Addiction may be viewed as choice governed by competing contingencies. One factor impacting choice, particularly as it relates to addiction, is sensitivity to delayed rewards. Discounting of delayed rewards influences addiction vulnerability because of competition between relatively immediate gains of drug use, e.g. intoxication, versus relatively remote gains of abstinence, e.g. family stability. Factors modifying delay sensitivity can be modeled in the laboratory. For instance, increased delay sensitivity can be similarly observed in adolescent humans and non-human animals. Similarly, genetic factors influence delay sensitivity in humans and animals. Recovery from addiction may also be viewed as choice behavior. Thus, reinforcing alternative behavior facilitates recovery because reinforcing alternative behavior decreases the frequency of using drugs. How reinforcing alternative behavior influences recovery can also be modeled in the laboratory. For instance, relapse risk decreases as abstinence duration increases, and this decreasing risk can be modeled in animals using choice procedures. In summary, addiction in many respects can be conceptualized as a problem of choice. Animal models of choice disorders stand to increase our understanding of the core processes that establish and maintain addiction and serve as a proving ground for development of novel treatments.
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Affiliation(s)
- R J Lamb
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States; University of Texas Health Science Center at San Antonio, Departments of Pharmacology, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States.
| | - David R Maguire
- University of Texas Health Science Center at San Antonio, Departments of Pharmacology, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States.
| | - Brett C Ginsburg
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States; University of Texas Health Science Center at San Antonio, Departments of Pharmacology, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States.
| | - Jonathan W Pinkston
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States; University of North Texas, Department of Behavioral Analysis, 360 G Chilton Hall, Avenue C, Denton TX 76208, United States.
| | - Charles P France
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States; University of Texas Health Science Center at San Antonio, Departments of Pharmacology, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, United States.
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MacKillop J. The Behavioral Economics and Neuroeconomics of Alcohol Use Disorders. Alcohol Clin Exp Res 2016; 40:672-85. [PMID: 26993151 PMCID: PMC4846981 DOI: 10.1111/acer.13004] [Citation(s) in RCA: 99] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Accepted: 01/04/2016] [Indexed: 12/13/2022]
Abstract
BACKGROUND Behavioral economics and neuroeconomics bring together perspectives and methods from psychology, economics, and cognitive neuroscience to understand decision making and choice behavior. Extending an operant behavioral theoretical framework, these perspectives have increasingly been applied to understand the alcohol use disorders (AUDs), and this review surveys the theory, methods, and findings from this approach. The focus is on 3 key behavioral economic concepts: delay discounting (i.e., preferences for smaller immediate rewards relative to larger delayed rewards), alcohol demand (i.e., alcohol's reinforcing value), and proportionate alcohol-related reinforcement (i.e., relative amount of psychosocial reinforcement associated with alcohol use). FINDINGS Delay discounting has been linked to AUDs in both cross-sectional and longitudinal studies and has been investigated cross-sectionally using neuroimaging. Alcohol demand and proportionate alcohol-related reinforcement have both been robustly associated with drinking and alcohol misuse cross-sectionally, but not over time. Both have also been found to predict treatment response to brief interventions. Alcohol demand has also been used to enhance the measurement of acute motivation for alcohol in laboratory studies. Interventions that focus on reducing the value of alcohol by increasing alternative reinforcement and response cost have been found to be efficacious, albeit in relatively small numbers of randomized controlled trials (RCTs). Mediators and moderators of response to these interventions have not been extensively investigated. FUTURE DIRECTIONS The application of behavioral economics and neuroeconomics to AUDs has given rise to an extensive body of empirical work, although significant gaps in knowledge remain. In particular, there is a need for more longitudinal investigations to clarify the etiological roles of these behavioral economic processes, especially alcohol demand and proportionate alcohol reinforcement. Additional RCTs are needed to extend and generalize the findings for reinforcement-based interventions and to investigate mediators and moderators of treatment success for optimization. Applying neuroeconomics to AUDs remains at an early stage and has been primarily descriptive to date, but has high potential for important translational insights into the future. The same is true for using these behavioral economic indicators to understand genetic influences on AUDs.
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Affiliation(s)
- James MacKillop
- Peter Boris Centre for Addictions Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University/St Joseph’s Healthcare Hamilton
- Homewood Research Institute, Homewood Health Centre
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Dougherty DM, Lake SL, Hill-Kapturczak N, Liang Y, Karns TE, Mullen J, Roache JD. Using contingency management procedures to reduce at-risk drinking in heavy drinkers. Alcohol Clin Exp Res 2016; 39:743-51. [PMID: 25833033 DOI: 10.1111/acer.12687] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 01/20/2015] [Indexed: 12/01/2022]
Abstract
BACKGROUND Treatments for alcohol use disorders typically have been abstinence based, but harm reduction approaches that encourage drinkers to alter their drinking behavior to reduce the probability of alcohol-related consequences, have gained in popularity. This study used a contingency management procedure to determine its effectiveness in reducing alcohol consumption among heavy drinkers. METHODS Eighty-two nontreatment-seeking heavy drinkers (ages 21 to 54, M = 30.20) who did not meet diagnostic criteria for alcohol dependence participated in the study. The study had 3 phases: (i) an Observation phase (4 weeks) where participants drank normally; (ii) a Contingency Management phase (12 weeks) where participants were paid $50 weekly for not exceeding low levels of alcohol consumption as measured by transdermal alcohol concentrations, <0.03 g/dl; and (iii) a Follow-up phase (12 weeks) where participants (n = 66) returned monthly for 3 months to self-report drinking after the contingencies were removed. Transdermal alcohol monitors were used to verify meeting contingency requirements; all other analyses were conducted on self-reported alcohol use. RESULTS On average 42.3% of participants met the contingency criteria and were paid an average of $222 during the Contingency Management phase, with an average $1,998 in total compensation throughout the study. Compared to the Observation phase, the percent of any self-reported drinking days significantly decreased from 59.9 to 40.0% in the Contingency Management and 32.0% in the Follow-up phases. The percent of self-reported heavy drinking days reported also significantly decreased from 42.4% in the Observation phase to 19.7% in the Contingency Management phase, which was accompanied by a significant increase in percent days of self-reported no (from 40.1 to 60.0%) and low-level drinking (from 9.9 to 15.4%). Self-reported reductions in drinking either persisted, or became more pronounced, during the Follow-up phase. CONCLUSIONS Contingency management was associated with a reduction in self-reported episodes of heavy drinking among nontreatment-seeking heavy drinkers. These effects persisted even after incentives were removed, indicating the potential utility of contingency management as a therapeutic intervention to reduce harmful patterns of drinking.
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Affiliation(s)
- Donald M Dougherty
- Department of Psychiatry , The University of Texas Health Science Center at San Antonio, San Antonio, Texas
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Hartzler B, Peavy KM, Jackson TR, Carney M. Finding harmony so the music plays on: pragmatic trial design considerations to promote organizational sustainment of an empirically-supported behavior therapy. Addict Sci Clin Pract 2016; 11:2. [PMID: 26801244 PMCID: PMC4724112 DOI: 10.1186/s13722-016-0049-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 01/14/2016] [Indexed: 12/22/2022] Open
Abstract
Background Pragmatic trials of empirically-supported behavior therapies may inform clinical and policy decisions concerning therapy sustainment. This retrospective trial design paper describes and discusses pragmatic features of a hybrid type III implementation/effectiveness trial of a contingency management (CM) intervention at an opioid treatment program. Prior reporting (Hartzler et al., J Subst Abuse Treat 46:429–438, 2014; Hartzler, Subst Abuse Treat Prev Policy 10:30, 2015) notes success in recruiting program staff for voluntary participation, durable impacts of CM training on staff-level outcomes, provisional setting implementation of the intervention, documentation of clinical effectiveness, and post-trial sustainment of CM. Methods/design Six pragmatic design features, and both scientific and practical bases for their inclusion in the trial, are presented: (1) a collaborative intervention design process, (2) voluntary recruitment of program staff for therapy training and implementation, (3) serial training outcome assessments, with quasi-experimental staff randomization to either single or multiple baseline assessment conditions, (4) designation of a 90-day period immediately after training in which the setting implemented the intervention on a provisional basis, (5) inclusive patient eligibility for receipt of the CM intervention, and (6) designation of two staff as local implementation leaders to oversee clinical/administrative issues in provisional implementation. Discussion Each pragmatic trial design feature is argued to have contributed to sustainment of CM. Contributions implicate the building of setting proprietorship for the CM intervention, culling of internal staff expertise in its delivery, iterative use of assessment methods that limited setting burden, documentation of setting-specific clinical effectiveness, expanded penetration of CM among staff during provisional implementation, and promotion of setting self-reliance in the oversight of sustainable implementation procedures. It is hoped this discussion offers ideas for how to impact local clinical and policy decisions via effective behavior therapy dissemination.
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Affiliation(s)
- Bryan Hartzler
- Alcohol and Drug Abuse Institute, University of Washington, Box 354805, 1107 NE 45th Street, Suite 120, Seattle, WA, 98105-4631, USA.
| | - K Michelle Peavy
- Alcohol and Drug Abuse Institute, University of Washington, Box 354805, 1107 NE 45th Street, Suite 120, Seattle, WA, 98105-4631, USA.
| | - T Ron Jackson
- Alcohol and Drug Abuse Institute, University of Washington, Box 354805, 1107 NE 45th Street, Suite 120, Seattle, WA, 98105-4631, USA.
| | - Molly Carney
- Alcohol and Drug Abuse Institute, University of Washington, Box 354805, 1107 NE 45th Street, Suite 120, Seattle, WA, 98105-4631, USA.
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Prendergast ML, Hall EA, Grossman J, Veliz R, Gregorio L, Warda US, Van Unen K, Knight C. Effectiveness of Using Incentives to Improve Parolee Admission and Attendance in Community Addiction Treatment. CRIMINAL JUSTICE AND BEHAVIOR 2015; 42:1008-1031. [PMID: 28331241 PMCID: PMC5358665 DOI: 10.1177/0093854815592914] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
This study is a randomized effectiveness trial of the use of incentives to improve treatment utilization among parolees in community treatment. In prison, Admission phase parolees were randomized to Admission Incentive (N=31) or Education (N=29). Attendance phase parolees entering community treatment were randomized to Attendance Incentive (N=104) or Education (N=98). There was no main effect for incentives in either study phase. Neither admission to community treatment (Incentive 60%, Education 64%; p =.74), nor intervention completion (Incentive 22%; Education 27%; p =.46) appeared to be impacted. Time-in-treatment was predicted by age, first arrest age, and type of parole status (Cox regression p<.05), but not by treatment group. Providing incentives did not increase the likelihood that parolees enrolled in or stayed in community treatment. In light of this finding, criminal justice practitioners who are considering incentives to increase admission or retention should be aware that they may not produce the desired outcomes.
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McPherson S, Brooks O, Barbosa-Leiker C, Lederhos C, Lamp A, Murphy S, Layton M, Roll J. Examining Longitudinal Stimulant Use and Treatment Attendance as Parallel Outcomes in Two Contingency Management Randomized Clinical Trials. J Subst Abuse Treat 2015; 61:18-25. [PMID: 26456717 DOI: 10.1016/j.jsat.2015.08.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Revised: 07/25/2015] [Accepted: 08/28/2015] [Indexed: 11/26/2022]
Abstract
The primary aim of this study was to examine stimulant use and longitudinal treatment attendance in one 'parallel outcomes' model in order to determine how these two outcomes are related to one another during treatment, and to quantify how the intervention impacts these two on- and off-target outcomes differently. Data came from two multi-site randomized clinical trials (RCTs) of contingency management (CM) that targeted stimulant use. We used parallel multilevel modeling to examine the impact of multiple pre-specified covariates, including selected Addiction Severity Index (ASI) scores, age and sex, in addition to CM on concurrent attendance and stimulant use in two separate analyses, i.e., one per trial. In one trial, CM was positively associated with attending treatment throughout the trial (β=0.060, p<0.05). In the second trial, CM predicted negative urinalysis ((-)UA) over the 12-week treatment period (β=0.069, p<0.05). In both trials, there was a significant, positive relationship between attendance and (-)UA submission, but in the first trial a (-)UA at both baseline and over time was related to attendance over time (r=0.117; r=0.013, respectively) and in the second trial, a (-)UA submission at baseline was associated with increased attendance over time (r=0.055). These findings indicate that stimulant use and treatment attendance over time are related but distinct outcomes that, when analyzed simultaneously, portray a more informative picture of their predictors and the separate trajectories of each. This 'indirect reinforcement' between two clinically meaningful on-target (directly reinforced behavior) and off-target (indirectly reinforced behavior) outcomes is in need of further examination in order to fully exploit the potential clinical benefits that could be realized in substance use disorder treatment trials.
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Affiliation(s)
- Sterling McPherson
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center; Washington State University, Department of Health Policy and Administration.
| | - Olivia Brooks
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center
| | - Celestina Barbosa-Leiker
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center
| | - Crystal Lederhos
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center
| | - Amanda Lamp
- Washington State University, Program of Excellence in Addictions Research; Washington State University, Elson S. Floyd College of Medicine
| | - Sean Murphy
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center; Washington State University, Department of Health Policy and Administration
| | - Matthew Layton
- Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center; Washington State University, Elson S. Floyd College of Medicine
| | - John Roll
- Washington State University, College of Nursing; Washington State University, Program of Excellence in Addictions Research; Washington State University, Translational Addictions Research Center; Washington State University, Department of Health Policy and Administration
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Burch AE, Rash CJ, Petry NM. Sex effects in cocaine-using methadone patients randomized to contingency management interventions. Exp Clin Psychopharmacol 2015; 23:284-90. [PMID: 26237326 PMCID: PMC4525716 DOI: 10.1037/pha0000034] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Contingency management (CM) is an effective treatment for promoting cocaine abstinence in patients receiving methadone maintenance. However, few studies have examined the effect of sex on treatment outcomes in this population. This study evaluated the impact of sex on longest duration of abstinence (LDA) and percent negative urine samples in 323 cocaine-using methadone patients from 4 randomized clinical trials comparing CM to standard methadone care. Overall, women had better treatment outcomes compared with men, demonstrated by an increase in both LDA and percentages of negative samples. Patients receiving CM also had significantly higher LDA and percentages of negative samples compared to patients receiving standard care, but sex by treatment condition effects were not significant. These data suggest that cocaine-using methadone patients who are women have better substance use outcomes than men in interventions that regularly monitor cocaine use, and CM is equally efficacious regardless of sex.
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Affiliation(s)
| | | | - Nancy M. Petry
- University of Connecticut School of Medicine,Corresponding author: Nancy M. Petry, Ph.D., Professor of Medicine, University of Connecticut School of Medicine (MC 3944), 263 Farmington Ave., Farmington, CT 06030-3944, , Phone: 860-679-2593, Fax: 860-679-1312; Ashley E. Burch, Ph.D., University of Connecticut School of Medicine (MC 3944), 263 Farmington Ave., Farmington, CT 06030-3944, , Phone: 860-679-4665; Carla J. Rash, Ph.D., Assistant Professor, University of Connecticut School of Medicine (MC 3944), 263 Farmington Ave., Farmington, CT 06030-3944, , Phone: 860-679-4689, Fax: 860-679-1312
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Fitzsimons H, Tuten M, Borsuk C, Lookatch S, Hanks L. Clinician-delivered contingency management increases engagement and attendance in drug and alcohol treatment. Drug Alcohol Depend 2015; 152:62-7. [PMID: 25982007 DOI: 10.1016/j.drugalcdep.2015.04.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Revised: 03/22/2015] [Accepted: 04/21/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE This study examined the impact of a low-cost contingency management (CM) delivered by program clinicians on treatment attendance and utilization for patients enrolled in outpatient psychosocial substance abuse treatment. METHODS The study used a pre-posttest design to compare substance abuse patients who received Reinforcement-Based Treatment (RBT) plus low cost CM (n=130; RBT+CM) to patients who received RBT only (n=132, RBT). RBT+CM participants received a $10 incentive for returning to treatment the day following intake assessment (day one), and a $15 incentive for attending treatment on day five following admission. RBT clients received standard care intervention without the addition of the CM procedures. Groups were compared on proportion of participants who returned to treatment on day one, mean days of treatment attendance, individual sessions attended, and treatment utilization during the first week and the first month following treatment admission. RESULTS Both the RBT+CM and RBT group participants returned to the clinic on day one at high rates (95% versus 89%, respectively). However, the RBT group participants were more likely to attend the intake assessment only (i.e., never return to treatment) compared to the RBT+CM participants. Additionally, the RBT+CM participants attended significantly more treatment days, attended more individual counseling sessions, and had higher rates of overall treatment utilization compared to the RBT participants during the one week and one month following treatment admission. CONCLUSIONS Findings support the feasibility and effectiveness of a CM intervention delivered by clinicians for increasing treatment attendance and utilization in a community substance abuse program.
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Affiliation(s)
- Heather Fitzsimons
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, USA
| | - Michelle Tuten
- University of Maryland School of Social Work, Baltimore, MD, USA; Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, USA.
| | - Courtney Borsuk
- University of Texas at San Antonio College of Education and Human Development, Department of Counseling, San Antonio, TX, USA
| | - Samantha Lookatch
- University of Tennessee, Department of Psychology, Knoxville, TN, USA
| | - Lisa Hanks
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, USA
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Montgomery L, Carroll KM, Petry NM. Initial abstinence status and contingency management treatment outcomes: does race matter? J Consult Clin Psychol 2015; 83:473-81. [PMID: 25798729 DOI: 10.1037/a0039021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Limited research has evaluated African American substance users' response to evidence-based treatments. This study examined the efficacy of contingency management (CM) in African American and White cocaine users. METHOD A secondary analysis evaluated effects of race, treatment condition, and baseline cocaine urine sample results on treatment outcomes of African American (n = 444) and White (n = 403) cocaine abusers participating in one of six randomized clinical trials comparing CM to standard care. RESULTS African American and White patients who initiated treatment with a cocaine-negative urine sample remained in treatment for similar durations and submitted a comparable proportion of negative samples during treatment regardless of treatment type; CM was efficacious in both races in terms of engendering longer durations of abstinence in patients who began treatment abstinent. Whites who began treatment with a cocaine positive sample remained in treatment longer and submitted a higher proportion of negative samples when assigned to CM than standard care. African Americans who initiated treatment with a cocaine positive sample, however, did not remain in treatment longer with CM compared with standard care, and gains in terms of drug use outcomes were muted in nature relative to Whites. This interaction effect persisted through the 9-month follow-up period. CONCLUSIONS CM is not equally effective in reducing drug use among all subgroups, specifically African American patients who are using cocaine upon treatment entry. Future research on improving treatment outcomes in this population is needed.
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Affiliation(s)
- LaTrice Montgomery
- Mental Health and Substance Abuse Counseling Program, School of Human Services, University of Cincinnati
| | - Kathleen M Carroll
- Department of Psychiatry, Yale University School of Medicine, VA Connecticut Healthcare System
| | - Nancy M Petry
- Department of Medicine, University of Connecticut Health Center
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Gray JC, MacKillop J. Using Behavior Economics to Understand Alcohol Use Disorders: A Concise Review and Identification of Research Priorities. CURRENT ADDICTION REPORTS 2015; 2:68-75. [PMID: 27795939 DOI: 10.1007/s40429-015-0045-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
We review recent advances in the application of behavioral economics to alcohol use disorders (AUDs). Specifically, we review individual differences in alcohol demand (i.e., the relative reinforcing value of alcohol) and delayed reward discounting (i.e., impulsive decision making) in relation to AUDs. Additionally, we review the efficacy of reinforcement-based clinical applications. What emerges from the literature is an extensive body of cross-sectional research implicating alcohol demand and delayed reward discounting with alcohol misuse. However, more research is needed to examine these domains across the lifespan in order to understand their longitudinal trajectories. Similarly, clinical research is consistently supportive of reinforcement-based clinical interventions, but the number of randomized controlled trials to date is relatively small and there has been limited examination of the putative mechanisms of behavior change.
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Affiliation(s)
| | - James MacKillop
- Peter Boris Centre for Addictions Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University / St Joseph's Healthcare Hamilton
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Petry NM, DePhilippis D, Rash CJ, Drapkin M, McKay JR. Nationwide dissemination of contingency management: the Veterans Administration initiative. Am J Addict 2014; 23:205-10. [PMID: 24724876 DOI: 10.1111/j.1521-0391.2014.12092.x] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2012] [Revised: 04/10/2013] [Accepted: 05/10/2013] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Contingency management (CM) is an empirically validated intervention but one not often applied in practice settings in the US. OBJECTIVES The aim of this article is to describe the Veterans Administration (VA) nationwide implementation of CM treatment. METHODS In 2011, the VA called for integration of CM in its intensive outpatient substance abuse treatment clinics. As part of this initiative, the VA funded training and ongoing implementation support, and it provided direct funds for reinforcers and other intervention costs. RESULTS Over 100 clinics received this funding in 2011, and CM has been implemented in over 70 substance abuse treatment clinics since August 2011. CONCLUSIONS This training and implementation experience has been highly successful and represents the largest scale training in evidence-based treatments for substance use disorders in the VA health care system to date. SCIENTIFIC SIGNIFICANCE This program may serve as a model for training in evidence-based treatments.
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Affiliation(s)
- Nancy M Petry
- University of Connecticut School of Medicine, Farmington, Connecticut
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