1
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Windsor LC, Benoit E, Lee C, Jemal A, Kugler K, Smith DC, Pinto RM, Musaad S. Critical Dialogue and Capacity-Building Projects Reduced Alcohol and Substance Use in a Randomized Clinical Trial Among Formerly Incarcerated Men. Subst Use Misuse 2024; 59:1574-1585. [PMID: 38898549 PMCID: PMC11285053 DOI: 10.1080/10826084.2024.2352611] [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: 06/21/2024]
Abstract
Background: Rates of alcohol and/or substance use (ASU) among residents of predominantly Black and marginalized communities are similar to ASU rates in White communities. Yet ASU has worse consequences in predominantly Black and marginalized communities (e.g., higher incarceration). Objective: We randomized participants to one of 16 intervention conditions using a 24 full factorial design to optimize a multilevel intervention reducing ASU among 602 formerly incarcerated men with substance-use-disorders (SUD). Candidate intervention components included (1) critical dialogue (CD; six weekly 2-hour-long group sessions vs. no CD sessions), (2) Quality of Life Wheel (QLW; six weekly 1-hour-long group sessions vs. no QLW sessions), (3) capacity building projects (CBP; six weekly 1-hour-long group sessions vs. no CBP sessions), and (4) delivery by a trained peer versus licensed facilitators. Outcome was percentage of days in which participants used alcohol, cocaine, opioid, and/or cannabis in previous 30 days. Results: Intent-to-treat analysis did not meet a priori component selection criteria due to low intervention attendance. After controlling for intervention group attendance (percentage of sessions attended), peer-delivered CD and CBP produced statistically and clinically significant main and interaction effects in ASU over 5 months. Per the multiphase optimization strategy framework, we selected peer-delivered CD and CBP for inclusion as the optimized version of the intervention with a cost of US$1,380 per 10 individuals. No adverse intervention effects occurred. Conclusion: CD and CBP were identified as the only potentially effective intervention components. Future research will examine strategies to improve attendance and test the optimized intervention against standard of care in a randomized-controlled-trial.
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Affiliation(s)
| | - Ellen Benoit
- North Jersey Community Research Initiative, Newark, New
Jersey, USA
| | - Carol Lee
- Department of Psychiatry, Michigan Medicine, The University
of Michigan, Ann Arbor, Michigan, USA
| | - Alexis Jemal
- City University of New York, Silberman School of Social
Work, Hunter College, New York, New York, USA
| | - Kari Kugler
- College of Health and Human Development, University of
Pennsylvania, College Station, Pennsylvania, USA
| | - Douglas C. Smith
- School of Social Work, The University of Illinois,
Urbana-Champaign, Illinois, USA
| | - Rogério M. Pinto
- Department of Psychiatry, Michigan Medicine, The University
of Michigan, Ann Arbor, Michigan, USA
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2
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van der Baan HS, Collot D'Escury-Koenigs DAL, Wiers DRW. The effectiveness of cognitive bias modification in reducing substance use in detained juveniles: An RCT. J Behav Ther Exp Psychiatry 2024; 82:101916. [PMID: 37837770 DOI: 10.1016/j.jbtep.2023.101916] [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] [Received: 03/16/2022] [Revised: 04/28/2023] [Accepted: 09/28/2023] [Indexed: 10/16/2023]
Abstract
BACKGROUND AND OBJECTIVE Young offenders show high levels of substance use. Treatment programs within detention settings are less effective. Cognitive bias modification (CBM) is a promising supplement to substance use treatment. This study tests the effectiveness of CBM in young offenders to reduce cannabis and alcohol use, and delinquent recidivism. METHOD A randomized controlled trial added CBM to treatment as usual (TAU), among 181 youth in juvenile detention centers. In a factorial design, participants were randomly assigned to either active- or sham-training for two varieties of CBM, targeting attentional-bias (AtB) and approach-bias (ApB) for their most used substance. Substance use was measured with the Alcohol and Cannabis Use Disorder Identification Tests. Delinquent recidivism was measured with the International Self-Report Delinquency (ISRD) survey. RESULTS At pretest, participants showed AtB but no ApB for both substances. For alcohol, a decrease was found in AtB in the active-training group. For cannabis, a decrease was found in AtB for both active- and sham-training groups. Regardless of condition, no effects were found on substance use or ISRD scores at follow-up. LIMITATIONS The sample is judicial, not clinical, as is the setting. TAU and participant goals are not necessarily substance related. CONCLUSIONS Young offenders show a significant attentional-bias towards substance cues. CBM changed attentional-biases but not substance use. Combining CBM with a motivational intervention is advised. Follow-up research should better integrate CBM with running treatment programs. New developments regarding CBM task design could be used that link training better to treatment.
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Affiliation(s)
- Hans S van der Baan
- Department of Psychology, University of Amsterdam, PB 15916, 1001 NK, Amsterdam, the Netherlands; Department of Pedagogical Sciences, Utrecht University, PB 15916, 1001 NK, Amsterdam, the Netherlands.
| | | | - Dr Reinout W Wiers
- Developmental Psychopathology at the Department of Psychology, Universiteit van Amsterdam, Co-Chair Urban Mental Health, Uva.nl/Urban-Mental-Health, PB 15916, 1001 NK, Amsterdam, the Netherlands.
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3
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Castedo de Martell S, Holleran Steiker L, Springer A, Jones J, Eisenhart E, Brown Iii HS. The cost-effectiveness of collegiate recovery programs. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:82-93. [PMID: 35080467 DOI: 10.1080/07448481.2021.2024206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 11/02/2021] [Accepted: 12/26/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To conduct a preliminary cost-effectiveness analysis of collegiate recovery programs in the United States and to create a tailorable cost-effectiveness calculator based on the preliminary cost-effectiveness model. METHODS Cost-effectiveness was assessed with a base case, one-way sensitivity analyses, and probabilistic sensitivity analyses for the societal and health systems (institutions of higher education) perspectives, comparing CRPs to treatment as usual. Models were estimated using secondary data sources. A cost-effectiveness calculator was constructed using the models developed for the cost-effectiveness analysis. RESULTS CRPs were found to be cost-effective across all models. Institutional and societal models were robust to changes in parameters. CONCLUSIONS CRPs are a cost-effective intervention and are cost-saving under certain conditions. A free online calculator developed form this analysis is available to estimate program-specific cost-effectiveness.
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Affiliation(s)
- Sierra Castedo de Martell
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
| | - Lori Holleran Steiker
- Steve Hicks School of Social Work and School of Undergraduate Studies, The University of Texas at Austin, Austin, Texas, USA
| | - Andrew Springer
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
| | - Jeffery Jones
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia, USA
| | - Emily Eisenhart
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia, USA
| | - H Shelton Brown Iii
- School of Public Health, The University of Texas Health Science Center at Houston, Austin, Texas, USA
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4
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Weinhouse S, Merlo LJ, Bundy CC, Bresnahan LR, Staffa SJ, Fitzsimons MG, Rockoff MA, Vinson AE. Barriers to recovery for medical professionals: Assessing financial support through a survey of Physician Health Programs. Am J Addict 2023; 32:385-392. [PMID: 36883286 DOI: 10.1111/ajad.13397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 03/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES There is increasing focus on physician burnout, psychiatric problems, and substance use disorders. Costs of recovery for physicians enrolled in Physician Health Programs (PHPs) remain unexamined with little known regarding funding resources. We sought to elucidate perceived costs of recovery from impairing conditions and highlight resources for financial strain. METHODS This survey study was distributed by the Federation of State Physician Health Organizations via e-mail to 50 PHPs in 2021. Questions assessed perceptions of costs and ability to pay for recommended evaluation, treatment, and monitoring. Questions also assessed limitation of engagement due to financial concerns, and availability of financial resources. RESULTS Complete responses were received from 40 of 50 eligible PHPs. The majority (78%) of responding PHPs assessed ability to pay at initial intake evaluation. There is notable financial strain on physicians, particularly those earliest in training, to pay for services. DISCUSSION AND CONCLUSIONS PHPs are vital to physicians, especially physicians-in-training, as "safe haven programs." Methods to financially assist through PHPs included fee deferrals, sliding scale fees, and fee forgiveness. Health insurance, medical schools, and hospitals were able to provide additional assistance. SCIENTIFIC SIGNIFICANCE Because burnout, mental health, and substance use disorders are high stakes amongst physicians, it is critical that access to PHPs is available, destigmatized, and affordable. Our paper focuses specifically on the financial cost of recovery, the financial burden placed on PHP participants, a topic lacking in the literature, and highlights remedies and vulnerable populations.
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Affiliation(s)
- Samuel Weinhouse
- Department of Cardiothoracic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Lisa J Merlo
- Department of Psychiatry, University of Florida, Gainesville, Florida, USA
| | - Chris C Bundy
- Washington Physicians Health Program, Seattle, Washington, USA
- University of Washington School of Medicine, Seattle, Washington, USA
- Washington State University, Elson S Floyd College of Medicine, Seattle, Washington, USA
| | - Linda R Bresnahan
- Federation of State Physician Health Programs, Wilmington, Massachusetts, USA
| | - Steven J Staffa
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Michael G Fitzsimons
- Department of Anesthesia, Critical Care, and Pain Medicine, The Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mark A Rockoff
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | - Amy E Vinson
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
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5
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Maclean JC, McClellan C, Pesko MF, Polsky D. Medicaid reimbursement rates for primary care services and behavioral health outcomes. HEALTH ECONOMICS 2023; 32:873-909. [PMID: 36610026 DOI: 10.1002/hec.4646] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 12/16/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
We study the effects of changing Medicaid reimbursement rates for primary care services on behavioral health outcomes-defined here as mental illness and substance use disorders. Medicaid enrollees are at elevated risk for these, and other, chronic conditions and are likely to have unmet treatment needs. We apply two-way fixed-effects regressions to survey data specifically designed to measure behavioral health outcomes over the period 2010-2016. We find that higher primary care reimbursement rates reduce mental illness and substance use disorders among non-elderly adult Medicaid enrollees, although we interpret findings for substance use disorders with some caution as they may be vulnerable to differential pre-trends. Overall, our findings suggest positive spillovers from a policy designed to target primary care services to behavioral health outcomes.
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Affiliation(s)
- Johanna Catherine Maclean
- Schar School of Policy and Government, George Mason University, Research Associate, National Bureau of Economic Research, Research Affiliate, Institute of Labor Economics, Arlington, Virginia, USA
| | - Chandler McClellan
- Agency for Healthcare Research and Quality, Center for Financing, Access, and Trends, Rockville, Maryland, USA
| | - Michael F Pesko
- Department of Economics, Andrew Young School of Policy Studies, Georgia State University, Research Affiliate, Institute of Labor Economics, Georgia, Atlanta, USA
| | - Daniel Polsky
- Bloomberg Distinguished Professor of Health Economics, Carey Business School and the Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
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6
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Orme S, Zarkin GA, Luckey J, Dunlap LJ, Novak MD, Holtyn AF, Toegel F, Silverman K. Cost and cost-effectiveness of abstinence contingent wage supplements. Drug Alcohol Depend 2023; 244:109754. [PMID: 36638680 PMCID: PMC10207811 DOI: 10.1016/j.drugalcdep.2022.109754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 12/14/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Substance use disorders are correlated with unemployment and poverty. However, few interventions aim to improve substance use, unemployment, and, distally, poverty. The Abstinence-Contingent Wage Supplement (ACWS) randomized controlled trial combined a therapeutic workplace with abstinence-contingent wage supplements to address substance use and unemployment. The ACWS study found that abstinence-contingent wage supplements increased the percentage of participants who had negative drug tests, who were employed, and who were above the poverty line during the intervention period. This study presents the cost of ACWS and calculates the cost-effectiveness of ACWS compared with usual care. METHODS To calculate the cost and cost-effectiveness of ACWS, we used activity-based costing methods to cost the intervention and calculated the costs from the provider and healthcare sector perspective. We calculated incremental cost-effectiveness ratios and cost-effectiveness acceptability curves for negative drug tests and employment. RESULTS ACWS cost $11,310 per participant over the 12-month intervention period. Total intervention and healthcare costs per participant over the intervention period were $20,625 for usual care and $30,686 for ACWS. At the end of the intervention period an additional participant with a negative drug test cost $1437 while an additional participant employed cost $915. CONCLUSIONS ACWS increases drug abstinence and employment and may be cost-effective at the end of the 12-month intervention period if decision makers are willing to pay the incremental cost associated with the intervention.
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Affiliation(s)
- Stephen Orme
- RTI International, Research Triangle Park, NC, United States.
| | - Gary A Zarkin
- RTI International, Research Triangle Park, NC, United States
| | - Jackson Luckey
- RTI International, Research Triangle Park, NC, United States
| | - Laura J Dunlap
- RTI International, Research Triangle Park, NC, United States
| | - Matthew D Novak
- Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - August F Holtyn
- Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Forrest Toegel
- Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kenneth Silverman
- Johns Hopkins University School of Medicine, Baltimore, MD, United States
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7
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Dickson-Gomez J, Spector A, Krechel S, Li J, Montaque HDG, Ohlrich J, Galletly C, Weeks M. Barriers to drug treatment in police diversion programs and drug courts: A qualitative analysis. THE AMERICAN JOURNAL OF ORTHOPSYCHIATRY 2022; 92:692-701. [PMID: 36227322 PMCID: PMC9993933 DOI: 10.1037/ort0000643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Drug treatment courts and police diversion programs are designed to divert people away from incarceration and into drug treatment. This article explores barriers in linking people who use drugs (PWUD) into drug treatment facilities in urban, suburban, and rural areas of Connecticut, Kentucky, and Wisconsin. Between December 2018 and March 2020, study teams in the three states conducted in-depth, semistructured interviews with key informants involved in programs to divert PWUD from criminal justice involvement including police, lawyers, judges, and others who work in drug treatment courts, and substance use disorder treatment providers who received referrals from and worked with police diversion programs or drug courts. Police diversion programs and drug treatment courts showed intraprogram variation in the structure of their programs in the three states and in different counties within the states. Structural barriers to successfully linking PWUD to treatment included a lack of resources, for example, a limited number of treatment facilities available, difficulties in funding mandated treatment, particularly in Wisconsin where Medicaid expansion has not occurred, and PWUDs' need for additional services such as housing. Many police officers, judges, and others within drug treatment court, including drug treatment specialists, hold stigmatizing attitudes toward medications to treat opioid use disorder (MOUD) and are unlikely to recommend or actively refer to MOUD treatment. Drug courts and police diversion programs offer a welcome shift from prior emphases on criminalization of drug use. However, for such programs to be effective, more resources must be dedicated to their success. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | - Antoinette Spector
- Department of Rehabilitation Services and Technology, University of Wisconsin, Milwaukee
| | - Sarah Krechel
- Institute for Health and Equity, Medical College of Wisconsin
| | | | | | - Jessica Ohlrich
- Institute for Health and Equity, Medical College of Wisconsin
| | - Carol Galletly
- Institute for Health and Equity, Medical College of Wisconsin
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8
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Baucum M, Khojandi A, Myers CR, Kessler LM. Optimizing Substance Use Treatment Selection Using Reinforcement Learning. ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS 2022. [DOI: 10.1145/3563778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Substance use disorder (SUD) exacts a substantial economic and social cost in the United States, and it is crucial for SUD treatment providers to match patients with feasible, effective, and affordable treatment plans. The availability of large SUD patient datasets allows for machine learning techniques to predict patient-level SUD outcomes, yet there has been almost no research on whether machine learning can be used to
optimize
or
personalize
which treatment plans SUD patients receive. We use contextual bandits (a reinforcement learning technique) to optimally map patients to SUD treatment plans, based on dozens of patient-level and geographic covariates. We also use near-optimal policies to incorporate treatments’ time-intensiveness and cost into our recommendations, to aid treatment providers and policymakers in allocating treatment resources. Our personalized treatment recommendation policies are estimated to yield higher remission rates than observed in our original dataset, and they suggest clinical insights to inform future research on data-driven SUD treatment matching.
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9
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Ismail R, Abdul Manaf MR, Hassan MR, Mohammed Nawi A, Ibrahim N, Lyndon N, Amit N, Zakaria E, Abd Razak MA, Zaiedy Nor NI, Shukor MS, Kamarubahrin AF. Prevalence of Drug and Substance Use among Malaysian Youth: A Nationwide Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19084684. [PMID: 35457562 PMCID: PMC9027138 DOI: 10.3390/ijerph19084684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 04/08/2022] [Accepted: 04/10/2022] [Indexed: 12/10/2022]
Abstract
Uncontrolled drug and substance use (DSU) may pose unprecedented threats to nation building and a country’s socioeconomic development. Despite considerable efforts made and resources used to address DSU concerns, Malaysia has seen a significant annual rise in cases of DSU. The bulk of the reported cases originate from youth between the ages of 15 and 40 years. To date, data related to DSU in Malaysia have been entirely dependent on operation statistics, arrest counts, and reported cases; DSU may therefore be under-reported and the data obtained not representative at the national level. This study aims to determine the prevalence of DSU among Malaysian youth through a large nationwide representative survey. Of the population of 11,129,316 youth aged 15–40 years, the prevalence of DSU among lifetime users was found to be 5.5%, while for those who had taken drugs in the past 30 days or who currently use them, the prevalence of DSU was found to be 3.5%. The most popular drugs for lifetime users were kratom or Mitragyna speciosa, while for current users the most popular drug was cannabis. The current study reports the magnitude of the problem at a country-wide level, which is a crucial preliminary effort for crafting evidence-based and well-informed policies.
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Affiliation(s)
- Rozmi Ismail
- Psychology and Human Wellbeing Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (R.I.); (E.Z.); (M.A.A.R.); (N.I.Z.N.)
| | - Mohd Rizal Abdul Manaf
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latiff, Bandar Tun Razak, Cheras, Kuala Lumpur 56000, Selangor, Malaysia; (M.R.H.); (A.M.N.)
- Correspondence:
| | - Mohd Rohaizat Hassan
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latiff, Bandar Tun Razak, Cheras, Kuala Lumpur 56000, Selangor, Malaysia; (M.R.H.); (A.M.N.)
| | - Azmawati Mohammed Nawi
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latiff, Bandar Tun Razak, Cheras, Kuala Lumpur 56000, Selangor, Malaysia; (M.R.H.); (A.M.N.)
| | - Norhayati Ibrahim
- Health Psychology Programme, Faculty of Health Sciences, Universiti Kebangsaan Malaysia Kuala Lumpur Campus, Kuala Lumpur 50300, Selangor, Malaysia; (N.I.); (N.A.)
| | - Novel Lyndon
- School of Development, Social and Environmental, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia;
| | - Noh Amit
- Health Psychology Programme, Faculty of Health Sciences, Universiti Kebangsaan Malaysia Kuala Lumpur Campus, Kuala Lumpur 50300, Selangor, Malaysia; (N.I.); (N.A.)
| | - Ezarina Zakaria
- Psychology and Human Wellbeing Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (R.I.); (E.Z.); (M.A.A.R.); (N.I.Z.N.)
| | - Muhammad Ajib Abd Razak
- Psychology and Human Wellbeing Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (R.I.); (E.Z.); (M.A.A.R.); (N.I.Z.N.)
| | - Norshaffika Izzaty Zaiedy Nor
- Psychology and Human Wellbeing Research Centre, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (R.I.); (E.Z.); (M.A.A.R.); (N.I.Z.N.)
| | - Md Shafiin Shukor
- UKM Pakarunding, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia; (M.S.S.); (A.F.K.)
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10
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Al Ghafri H, Hasan N, Elarabi HF, Radwan D, Shawky M, Al Mamari S, Abdelgawad T, El Rashid A, Kodera A, Al Kathiri H, Lee AJ, Wanigaratne S. The impact of family engagement in opioid assisted treatment: Results from a randomised controlled trial. Int J Soc Psychiatry 2022; 68:166-170. [PMID: 33325311 DOI: 10.1177/0020764020979026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Family interventions in substance use disorders (SUD) treatment is limited despite the evidence for benefits. Providing family interventions is hampered by patient resistance, social stigma, logistics and factors related to the capacity of the treatment programmes. AIMS The purpose of the study was to examine the association between family engagement in treatment, and opioid use defined by percentage negative opioid screen and rate retention in treatment defined by completion of study period. METHODS Data from a 16-week outpatient randomised controlled trial (RCT) of 141 adults with opioid use disorder (OUD) receiving Opioid Assisted Treatment (OAT) using buprenorphine/naloxone film (BUP/NX-F) was, used to examine the association between family engagement in and opioid use and rate of retention in treatment. Multiple logistic regression was, applied to examine the independent prediction of family engagement on opioid use and rate retention in treatment. RESULTS Family engagement was significantly associated with retention in treatment (Spearman's rho 0.25, p < 0.01) and was subsequently found to increase the likelihood of retention in treatment by approximately 3-fold (adjusted odds ratio (OR) 2.95, 95% CI 1.31-6.65). CONCLUSION Family engagement in treatment is an independent predictor of retention in treatment but not opioid use in adults receiving OAT. It is, recommended that SUD treatment programmes integrate family related interventions in mainstream treatment. Delivering a personalised multicomponent family programme using digitised virtual communications that has been increasingly utilised during the Covid-19 pandemic is highly suggested.
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Affiliation(s)
- Hamad Al Ghafri
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates
| | - Nael Hasan
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates
| | - Hesham Farouk Elarabi
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates.,Division of Academic Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Doa Radwan
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates.,Institute of Psychiatry, Ain Shams University, Cairo, Egypt
| | - Mansour Shawky
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates.,Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Samya Al Mamari
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates
| | - Tarek Abdelgawad
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates.,Faculty of Medicine, Assuit University, Asyut, Egypt
| | - Abuelgasim El Rashid
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates.,Academy of Clinical Sciences and Laboratory Medicine, Dublin, Ireland
| | - Ayman Kodera
- National Rehabilitation Centre, Abu Dhabi, United Arab Emirates
| | | | - Amanda J Lee
- Medical Statistics Team, University of Aberdeen, Aberdeen, UK
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11
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Farhoudian A, Razaghi E, Hooshyari Z, Noroozi A, Pilevari A, Mokri A, Mohammadi MR, Malekinejad M. Barriers and Facilitators to Substance Use Disorder Treatment: An Overview of Systematic Reviews. Subst Abuse 2022; 16:11782218221118462. [PMID: 36062252 PMCID: PMC9434658 DOI: 10.1177/11782218221118462] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 07/20/2022] [Indexed: 11/22/2022]
Abstract
objective: This investigation explored the barriers and facilitators to substance use
disorder (SUD) treatment in the integrated paradigm. methods: A search technique for barriers and facilitators of SUD treatment was applied
to the PubMed and Web of Science databases to identify relevant systematic
reviews. The eligibility criteria included systematic review (SR) or SR plus
meta-analysis (MA) articles published before the end of 2021, human
research, and the English language. Each of the 12 relevant review articles
met the inclusion criteria. AMSTAR was utilised to evaluate the
methodological quality of the systematic reviews. results: Two authors analysed 12 SR/SR-MA articles to identify barriers or
facilitators of SUD treatment. The cumulative summary results of these 12
evaluations revealed that barriers and facilitators may be classified into 3
levels: individual, social and structural. By analysing these review papers,
37 structural barriers, 21 individual barriers and 19 social barriers were
uncovered, along with 15 structural facilitators, 9 social facilitators and
3 individual facilitators. conclusions: The majority of barriers indicated in the review articles included in this
analysis are structural, as are the majority of facilitators. Consequently,
the design of macro models for the treatment of substance use disorders may
yield various outcomes and potentially affect society and individual
levels.
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Affiliation(s)
- Ali Farhoudian
- Department of Psychiatry, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Emran Razaghi
- Department of Psychiatry, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Hooshyari
- Department of Geriatric Medicine, Ziaeian Hospital, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Alireza Noroozi
- Iranian National Center for Addiction Studies (INCAS), Tehran University of Medical Science, Tehran, Iran
| | - Azam Pilevari
- Department of Sociology, Kharazmi University, Karaj, Iran
| | - Azarakhsh Mokri
- Department of Psychiatry, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Mohammadi
- Department of Psychiatry, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Psychiatry and Psychology Research Center, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohsen Malekinejad
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco, CA, USA
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12
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Murphy SM, Jeng PJ, McCollister KE, Leff JA, Jalali A, Shulman M, Lee JD, Nunes EV, Novo P, Rotrosen J, Schackman BR. Cost-effectiveness implications of increasing the efficiency of the extended-release naltrexone induction process for the treatment of opioid use disorder: a secondary analysis. Addiction 2021; 116:3444-3453. [PMID: 33950535 PMCID: PMC8568741 DOI: 10.1111/add.15531] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 07/13/2020] [Accepted: 04/21/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS In a US randomized-effectiveness trial comparing extended-release naltrexone (XR-NTX) with buprenorphine-naloxone (BUP-NX) for the prevention of opioid relapse among participants recruited during inpatient detoxification (CTN-0051), the requirement to complete opioid detoxification prior to initiating XR-NTX resulted in lower rates of initiation of XR-NTX (72% XR-NTX versus 94% BUP-NX). DESIGN This was a retrospective secondary analysis of CTN-0051 trial data, including follow-up data over 24-36 weeks. SETTING Eight community-based, inpatient-detoxification and follow-up outpatient treatment facilities in the United States. PARTICIPANTS A total of 283 participants randomized to receive XR-NTX. MEASUREMENTS Efficiency was estimated using a multivariable generalized structural equation model to explore simultaneous determinants of XR-NTX induction and induction duration (detoxification + residential days). Cost-effectiveness was estimated from the health-care sector perspective and included expected costs and quality-adjusted life-years (QALYs). FINDINGS Treatment site was the only modifiable factor that simultaneously increased the likelihood of XR-NTX induction and decreased induction duration. Incorporating the higher predicted probability of XR-NTX induction, and fewer predicted days of detoxification and subsequent residential treatment into the cost-effectiveness framework, reduced the incremental average 24-week total cost of XR-NTX treatment from $5317 more than that of BUP-NX (P = 0.01) to a non-statistically-significant difference of $1016 (P = 0.63). QALYs gained remained similar across arms. CONCLUSION Adopting an efficient model of extended-release naltrexone initiation could result in extended-release naltrexone and buprenorphine-naloxone being of comparable economic value from the health-care sector perspective over 24-36 weeks for patients seeking treatment for opioid use disorder at an inpatient detoxification facility.
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Affiliation(s)
- Sean M. Murphy
- Department of Population Health Sciences, Weill Cornell
Medical College, New York, NY, USA
| | - Philip J. Jeng
- Department of Population Health Sciences, Weill Cornell
Medical College, New York, NY, USA
| | - Kathryn E. McCollister
- Department of Public Health Sciences, University of Miami
Miller School of Medicine, Miami, FL USA
| | - Jared A. Leff
- Department of Population Health Sciences, Weill Cornell
Medical College, New York, NY, USA
| | - Ali Jalali
- Department of Population Health Sciences, Weill Cornell
Medical College, New York, NY, USA
| | - Matisyahu Shulman
- New York State Psychiatric Institute, Columbia University
Medical Center, New York, NY USA
| | - Joshua D. Lee
- Department of Population Health, New York University School
of Medicine, New York, NY USA
| | - Edward V. Nunes
- New York State Psychiatric Institute, Columbia University
Medical Center, New York, NY USA
| | - Patricia Novo
- Department of Psychiatry, New York University School of
Medicine, New York, NY USA
| | - John Rotrosen
- Department of Psychiatry, New York University School of
Medicine, New York, NY USA
| | - Bruce R. Schackman
- Department of Population Health Sciences, Weill Cornell
Medical College, New York, NY, USA
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13
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Windsor LC, Benoit E, Pinto RM, Gwadz M, Thompson W. Enhancing behavioral intervention science: using community-based participatory research principles with the multiphase optimization strategy. Transl Behav Med 2021; 11:1596-1605. [PMID: 33837786 DOI: 10.1093/tbm/ibab032] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Innovative methodological frameworks are needed in intervention science to increase efficiency, potency, and community adoption of behavioral health interventions, as it currently takes 17 years and millions of dollars to test and disseminate interventions. The multiphase optimization strategy (MOST) for developing behavioral interventions was designed to optimize efficiency, efficacy, and sustainability, while community-based participatory research (CBPR) engages community members in all research steps. Classical approaches for developing behavioral interventions include testing against control interventions in randomized controlled trials. MOST adds an optimization phase to assess performance of individual intervention components and their interactions on outcomes. This information is used to engineer interventions that meet specific optimization criteria focused on effectiveness, cost, or time. Combining CBPR and MOST facilitates development of behavioral interventions that effectively address complex health challenges, are acceptable to communities, and sustainable by maximizing resources, building community capacity and acceptance. Herein, we present a case study to illustrate the value of combining MOST and CBPR to optimize a multilevel intervention for reducing substance misuse among formerly incarcerated men, for under $250 per person. This integration merged experiential and cutting-edge scientific knowledge and methods, built community capacity, and promoted the development of efficient interventions. Integrating CBPR and MOST principles yielded a framework of intervention development/testing that is more efficient, faster, cheaper, and rigorous than traditional stage models. Combining MOST and CBPR addressed significant intervention science gaps and speeds up testing and implementation of interventions.
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Affiliation(s)
| | - Ellen Benoit
- North Jersey Community Research Initiative, Newark, NJ 07103, USA
| | - Rogério M Pinto
- The University of Michigan, School of Social Work, Ann Arbor, MI 48109, USA
| | - Marya Gwadz
- Silver School of Social Work, New York University, New York, NY 10003, USA
| | - Warren Thompson
- Department of Social Work, Rutgers: The State University of New Jersey, Newark, NJ 07102, USA
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14
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Hamersma S, Maclean JC. Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers? JOURNAL OF HEALTH ECONOMICS 2021; 76:102434. [PMID: 33578327 DOI: 10.1016/j.jhealeco.2021.102434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 01/14/2021] [Accepted: 01/15/2021] [Indexed: 06/12/2023]
Abstract
We apply a mixed-payer economy model to study the effects of changes in the generosity of children's public health insurance programs - measured by Medicaid and Children's Health Insurance Program income thresholds - on substance use disorder (SUD) treatment provider behavior. Using government data on specialty SUD treatment providers over the period 1997-2011 combined with a two-way fixed-effects model and local event study, we show that increases in the generosity of children's public health insurance induce providers to participate in some, but not all, public markets. Our effects appear to be driven by non-profit and government providers. Non-profit providers also appear to increase treatment quantity slightly in response to coverage expansions.
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Affiliation(s)
- Sarah Hamersma
- Department of Public Administration and International Affairs, Syracuse University, Senior Research Associate, Center for Policy Research, Syracuse, NY, USA.
| | - Johanna Catherine Maclean
- National Bureau of Economic Research, Cambridge, MA, USA; Institute for the Study of Labor, Bonn, Germany.
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15
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Farnia V, Abdoli N, Radmehr F, Alikhani M, Moradinazar M, Rezaei M, Behrooz B, Davarinejad O. Validation of the Persian version of the AWAER questionnaire (preventive warning of relapse – revised form) in methamphetamine users. JOURNAL OF SUBSTANCE USE 2020. [DOI: 10.1080/14659891.2020.1838633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Vahid Farnia
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nasrin Abdoli
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Farnaz Radmehr
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Clinical Research Development Center, Imam Khomeini and Mohammad Kermanshahi and Farabi Hospitals, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mostafa Alikhani
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mehdi Moradinazar
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mansour Rezaei
- Social Development and Health Promotion Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Behrooz Behrooz
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Omron Davarinejad
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Clinical Research Development Center, Imam Khomeini and Mohammad Kermanshahi and Farabi Hospitals, Kermanshah University of Medical Sciences, Kermanshah, Iran
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16
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Outcomes of deep brain stimulation surgery for substance use disorder: a systematic review. Neurosurg Rev 2020; 44:1967-1976. [PMID: 33037538 DOI: 10.1007/s10143-020-01415-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 08/31/2020] [Accepted: 10/07/2020] [Indexed: 10/23/2022]
Abstract
Long has the standard of care for substance use disorder (SUD) been pharmacotherapy, psychotherapy, or rehabilitation with varying success. Deep brain stimulation (DBS) may have a beneficial reduction in the addiction-reward pathway. Recent studies have found reduced relapse and improvements in quality of life following DBS stimulation of the nucleus accumbens. We aim to identify positive outcomes and adverse effects to assess the viability of DBS as a treatment of addiction. A PubMed search following PRISMA guidelines was conducted to identify the entirety of reports reporting DBS as a treatment for SUD. Outcomes were extracted from the literature to be summarized, and a review of the quality of publications was also performed. From 2305 publications, 14 studies were found to fit the inclusion criteria published between 2007 and 2019. All studies targeted the nucleus accumbens (NAc) and remission rates at 6 months, 1 year, 2 years, and more than 6 years were 61% (20/33), 53% (17/32), 43% (14/30), and 50% (3/6), respectively. Not all studies detailed the stimulation settings or coordinates. The most common adverse effect across studies was a weight change of at least 2 kg. DBS shows potential as a long-term treatment of SUD in refractory patients. Further studies with controlled double-blind paradigms are needed for evaluation of the efficacy and safety of this treatment. Future studies should also investigate other brain regions for stimulation and optimal device stimulation parameters.
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17
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Yip SW, Kiluk B, Scheinost D. Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 5:748-758. [PMID: 31932230 PMCID: PMC8274215 DOI: 10.1016/j.bpsc.2019.11.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 10/28/2019] [Accepted: 11/03/2019] [Indexed: 11/26/2022]
Abstract
Substance use is a leading cause of disability and death worldwide. Despite the existence of evidence-based treatments, clinical outcomes are highly variable across individuals, and relapse rates following treatment remain high. Within this context, methods to identify individuals at particular risk for unsuccessful treatment (i.e., limited within-treatment abstinence), or for relapse following treatment, are needed to improve outcomes. Cumulatively, the literature generally supports the hypothesis that individual differences in brain function and structure are linked to differences in treatment outcomes, although anatomical loci and directions of associations have differed across studies. However, this work has almost entirely used methods that may overfit the data, leading to inflated effect size estimates and reduced likelihood of reproducibility in novel clinical samples. In contrast, cross-validated predictive modeling (i.e., machine learning) approaches are designed to overcome limitations of traditional approaches by focusing on individual differences and generalization to novel subjects (i.e., cross-validation), thereby increasing the likelihood of replication and potential translation to novel clinical settings. Here, we review recent studies using these approaches to generate brain-behavior models of treatment outcomes in addictions and provide recommendations for further work using these methods.
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Affiliation(s)
- Sarah W Yip
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut.
| | - Brian Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Dustin Scheinost
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
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18
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Horn BP, Li X, McCrady B, Guerin P, French MT. Cost-effectiveness analysis of a large jail-based methadone maintenance treatment continuation program in New Mexico. J Subst Abuse Treat 2020; 115:108042. [PMID: 32600623 PMCID: PMC9345512 DOI: 10.1016/j.jsat.2020.108042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 03/16/2020] [Accepted: 05/21/2020] [Indexed: 11/18/2022]
Abstract
The U.S. has the second-highest incarceration rate in the world and spends more than $80 billion annually to house inmates. The clinical research literature suggests that methadone maintenance treatment (MMT) is an effective method to treat opioid use disorders (OUD) and that jails are a potentially valuable environment to implement MMT. Currently, jail-based MMT is rarely implemented in practice, due in part to resource limitations and other economic considerations. The primary goal of this study was to perform a cost-effectiveness analysis (CEA) of jail-based MMT using data from a unique MMT continuation program located in a large urban jail in New Mexico. Recidivism data were collected for a three-year period both before and after incarceration, and quasi-control groups were constructed from both substance-using and general populations within the jail. Base models show that inmates enrolled in jail-based MMT exhibited significantly fewer days of incarceration due to recidivism (29.33) than a group of inmates with OUDs who did not receive MMT. Economic estimates indicate that it cost significantly less ($23.49) to reduce an incarcerated day using jail-based MMT than incarceration per se ($116.49). To mitigate potential sample selection bias, we used both propensity-score-matching and difference-in-differences estimators, which provided comparable estimates when using the OUD non-MMT comparison group. Difference-in-differences models find that, on average, MMT reduced recidivism by 24.80 days and it cost $27.78 to reduce an incarcerated day using jail-based MMT. Assuming a willingness to pay threshold of the break-even cost of reducing one incarcerated day, we estimate a 93.3% probability that this MMT program is cost-effective. Results were not as strong or consistent when using other comparison groups (e.g., alcohol-detoxified and general-population inmates). Overall, results suggest that it costs substantially less to provide jail-based MMT than incarceration alone. Jail administrators and policymakers should consider incorporating MMT in other jail systems and settings.
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Affiliation(s)
- Brady P Horn
- Department of Economics, University of New Mexico, MSC 05 3060, 1 University of New Mexico, Albuquerque, NM 87131, USA; Center on Alcoholism, Substance Abuse, and Addictions (CASAA), University of New Mexico, 2650 Yale SE MSC11-6280, Albuquerque, NM 87106, USA.
| | - Xiaoxue Li
- Department of Economics, University of New Mexico, MSC 05 3060, 1 University of New Mexico, Albuquerque, NM 87131, USA.
| | - Barbara McCrady
- Center on Alcoholism, Substance Abuse, and Addictions (CASAA), University of New Mexico, 2650 Yale SE MSC11-6280, Albuquerque, NM 87106, USA; Department of Psychology, University of New Mexico, MSC 05 3060, 1 University of New Mexico, Albuquerque, NM 87131, USA.
| | - Paul Guerin
- The Institute for Social Research, The University of New Mexico, 1915 Las Lomas, NE, Albuquerque, NM, USA.
| | - Michael T French
- Department of Health Management and Policy, Miami Herbert Business School, University of Miami, Coral Gables, FL 33124-2030, USA.
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Wangdi K, Jamtsho T. Drug use among Teenagers and Young Adults in Bhutan. Indian J Psychol Med 2019; 41:535-540. [PMID: 31772440 PMCID: PMC6875841 DOI: 10.4103/ijpsym.ijpsym_348_19] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 10/05/2019] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Use, possession, and illegal transactions of controlled substances have increased in recent years in Bhutan. This study aimed to determine the national prevalence of ever drug use and identify its associated factors amongst teenagers and young adults. METHODS This study was conducted using data from the National Health Survey 2012 of Bhutan. The outcome variable of interest was ever drug use in teenagers and young adults. The questionnaire was developed following the WHO STEPwise approach to surveillance of non-communicable diseases (STEP). Univariate and multivariate logistic regression were performed to identify correlates of ever drug use. RESULTS The prevalence of ever drug use among teenagers and young adults was 3.2% (n = 672). The factors associated with ever drug use were: being men; being single; being in age group of 18-24 years; having a primary school, high school, monastic, university, or diploma education; being technicians or salespersons; feeling always lonely; having ever consumed alcohol, and having ever smoked. CONCLUSION Compared to the other countries in the WHO South-east Asia region, the prevalence of ever drug use in Bhutan is low. Use of other substances, including smoking and alcohol use, was associated with ever drug use. For greater effect, drug use prevention strategies should include prevention of smoking and alcohol use.
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Affiliation(s)
- Kinley Wangdi
- Department of Global Health, Research School of Population Health, The Australian National University, 62 Mills Road, Acton, Canberra, Australia.,Phuentsholing General Hospital, Phuentsholing, Chukha, Bhutan
| | - Tshering Jamtsho
- School of Demography, ANU College of Arts and Social Sciences, The Australian National University, Australia
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20
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Weimer DL, Moberg P, French F, Tanner-Smith EE, Finch AJ. Net Benefits of Recovery High Schools: Higher Cost but Increased Sobriety and Educational Attainment. THE JOURNAL OF MENTAL HEALTH POLICY AND ECONOMICS 2019; 22:109-120. [PMID: 31811754 PMCID: PMC6901088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 09/03/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Recovery high schools (RHS) provide a supportive educational and therapeutic environment for students subsequent to treatment for substance use disorders (SUDs). Most students served by RHSs have concurrent mental health disorders and are at risk for school failure or dropout and substance use relapse. AIMS OF THE STUDY The central question addressed is whether RHSs are economically efficient alternatives to other high school settings for students in recovery. The aim is to estimate the incremental cost-benefit of RHSs. METHODS A quasi-experimental non-equivalent pretest-posttest comparison group design was used. We compared substance use and educational outcomes for adolescents who had received specialty SUD treatment; 143 who enrolled in an RHS were compared to 117 who enrolled in a non-RHS school. Groups were balanced by use of a propensity score to drop students who were not similar to those in the other group. The propensity score was also used as a covariate in multiple regression to estimate cost and outcome parameters and standard errors. To take account of uncertainties in impacts and shadow prices, we used Monte Carlo simulations to estimate the distribution of incremental benefits of RHS relative to non-RHS schooling. RESULTS Two beneficial impacts of statistical and substantive importance were identified: increased probability of high school graduation and increased sobriety. RHS students had significantly (p<.05) less substance use during the study period -- at 12-month follow-up, 55% of RHS and 26% of comparison students reported 3 month abstinence from alcohol and drugs. Urinalysis confirmed abstinence from THC (cannabis) for 68% of RHS versus 37% of comparison students. RHS students' high school graduation rates were 21 to 25 percentage points higher than comparison students. Adopting a societal perspective, incremental benefits of RHSs were estimated by monetizing the increased probability of high school graduation and comparing it to incremental costs. Mean net benefits ranged from USD16.1 thousand to USD51.9 thousand per participant; benefit-to-cost ratios ranged from 3.0 to 7.2. DISCUSSION Monetizing the benefits and the incremental costs of RHS relative to conventional schooling show substantial positive net benefits from RHS participation. Two factors lend credibility to the results. First, the RHS improvement in substance use indicates a mechanism through which the increased probability of high school graduation can plausibly occur. Second, the estimated increases in the probability of high school graduation were large and statistically significant. As the productivity gains from high school graduation are also large, the dominant benefit category is very plausible. Limitations include the non-randomized design; selection bias into the study conditions not fully controlled by the propensity scores; generalizability only to young people with treated behavioral health disorders; lack of estimates for direct monetization of reduced substance use among adolescents; possible attenuation of the value of education among individuals with behavioral health issues; and uncertainty in calculation of school costs. IMPLICATIONS FOR BEHAVIORAL HEALTH POLICIES This research provides evidence that the recovery high school model provides cost beneficial support for high school students after primary SUD treatment. The students who enroll in RHSs typically have co-occurring mental health and substance use disorders, adding complexity to their continuing care. Funding policies recognizing the multiple systems of care (behavioral health, education, child and family services, juvenile justice) responsible for these young people are called for.
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Affiliation(s)
- David L Weimer
- University of Wisconsin-Madison, 610 Walnut St., Madison, WI 53726, USA,
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21
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Friedman SA, Azocar F, Xu H, Ettner SL. The Mental Health Parity and Addiction Equity Act (MHPAEA) evaluation study: Did parity differentially affect substance use disorder and mental health benefits offered by behavioral healthcare carve-out and carve-in plans? Drug Alcohol Depend 2018; 190:151-158. [PMID: 30032052 PMCID: PMC6197987 DOI: 10.1016/j.drugalcdep.2018.06.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 05/11/2018] [Accepted: 06/03/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND To assess whether implementation of the Mental Health Parity and Addiction Equity Act (MHPAEA) was associated with: 1. Reduced differences in financial requirements (i.e., copayments and coinsurance) for substance use disorder (SUD) versus specialty mental health (MH) care and 2. Reductions in the level of cost-sharing for SUD-specific services. METHODS MH and SUD copayments and coinsurance, 2008-2013, were obtained from benefits databases for carve-in and carve-out plans from Optum®. Linear regression was used to estimate the association of MHPAEA with differences between MH and SUD care financial requirements among carve-in and carve-out plans. A two-part regression model investigated whether MHPAEA was associated with changes in the use or level of financial requirements for SUD-specific services among carve-out plans. RESULTS MHPAEA was not associated with significant changes in the difference between SUD and MH copayments or coinsurance levels among either carve-in or carve-out plans. MHPAEA was associated with decreases in the levels of inpatient (in-network: -$51.17; out-of-network: -$34.39) and outpatient (in-network: -$10.26) detox copayments, but increases in the levels of in-network outpatient detox coinsurance (6 percentage points) among all carve-out plans. CONCLUSION Even if SUD benefits had been historically less generous than MH benefits, SUD financial requirements were already at parity with MH financial requirements by the time MHPAEA was passed, among Optum® plans. MHPAEA's SUD parity mandate reduced cost-sharing for detox services via copayments, but, for outpatient detox, the law simultaneously increased cost-sharing via coinsurance.
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Affiliation(s)
- Sarah A. Friedman
- Department of Health Policy and Management, Fielding School of Public Health, Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, 911 S. Broxton Avenue, Los Angeles, CA 90095, United States, , Phone: 775-784-1816
| | - Francisca Azocar
- Optum, United Health Group, 245 Market Street, San Francisco, 94105, United States, , Phone: 415-547-6148
| | - Haiyong Xu
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, 911 S. Broxton Avenue, Los Angeles, CA 90095, United States,
| | - Susan L. Ettner
- Department of Health Policy and Management, Fielding School of Public Health, and Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, 911 S. Broxton Avenue, Los Angeles, CA 90095, United States, , Phone: 310-794-2289
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22
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Horn BP, Li X, Mamun S, McCrady B, French MT. The economic costs of jail-based methadone maintenance treatment. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2018; 44:611-618. [DOI: 10.1080/00952990.2018.1491048] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Brady P. Horn
- Department of Economics and the Center on Alcoholism, Substance Abuse, and Addictions (CASAA), University of New Mexico, Albuquerque, NM, USA
| | - Xiaoxue Li
- Department of Economics, University of New Mexico, Albuquerque, NM, USA
| | - Saleh Mamun
- Department of Economics, University of New Mexico, Albuquerque, NM, USA
| | - Barbara McCrady
- Department of Psychology and the Center on Alcoholism, Substance Abuse, and Addictions (CASAA), University of New Mexico, Albuquerque, NM, USA
| | - Michael T. French
- Departments of Sociology and Health Sector Management and Policy, University of Miami, Coral Gables, FL, USA
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Burgos JL, Cepeda JA, Kahn JG, Mittal ML, Meza E, Lazos RRP, Vargas PC, Vickerman P, Strathdee SA, Martin NK. Cost of provision of opioid substitution therapy provision in Tijuana, Mexico. Harm Reduct J 2018; 15:28. [PMID: 29792191 PMCID: PMC5967039 DOI: 10.1186/s12954-018-0234-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Accepted: 05/13/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Mexico recently enacted drug policy reform to decriminalize possession of small amounts of illicit drugs and mandated that police refer identified substance users to drug treatment. However, the economic implications of drug treatment expansion are uncertain. We estimated the costs of opioid substitution therapy (OST) provision in Tijuana, Mexico, where opioid use and HIV are major public health concerns. METHODS We adopted an economic health care provider perspective and applied an ingredients-based micro-costing approach to quantify the average monthly cost of OST (methadone maintenance) provision at two providers (one private and one public) in Tijuana, Mexico. Costs were divided by type of input (capital, recurrent personnel and non-personnel). We defined "delivery cost" as all costs except for the methadone and compared total cost by type of methadone (powdered form or capsule). Cost data were obtained from interviews with senior staff and review of expenditure reports. Service provision data were obtained from activity logs and senior staff interviews. Outcomes were cost per OST contact and cost per person month of OST. We additionally collected information on patient charges for OST provision from published rates. RESULTS The total cost per OST contact at the private and public sites was $3.12 and $5.90, respectively, corresponding to $95 and $179 per person month of OST. The costs of methadone delivery per OST contact were similar at both sites ($2.78 private and $3.46 public). However, cost of the methadone itself varied substantially ($0.34 per 80 mg dose [powder] at the private site and $2.44 per dose [capsule] at the public site). Patients were charged $1.93-$2.66 per methadone dose. CONCLUSIONS The cost of OST provision in Mexico is consistent with other upper-middle income settings. However, evidenced-based (OST) drug treatment facilities in Mexico are still unaffordable to most people who inject drugs.
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Affiliation(s)
- Jose Luis Burgos
- Division of Infectious Disease and Global Public Health, Department of Medicine, University of California, San Diego, USA
| | - Javier A Cepeda
- Division of Infectious Disease and Global Public Health, Department of Medicine, University of California, San Diego, USA.
| | - James G Kahn
- Institute for Health Policy Studies, School of Medicine, University of California, San Francisco, USA
| | - Maria Luisa Mittal
- Division of Infectious Disease and Global Public Health, Department of Medicine, University of California, San Diego, USA
| | | | | | | | - Peter Vickerman
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Steffanie A Strathdee
- Division of Infectious Disease and Global Public Health, Department of Medicine, University of California, San Diego, USA
| | - Natasha K Martin
- Division of Infectious Disease and Global Public Health, Department of Medicine, University of California, San Diego, USA.,School of Social and Community Medicine, University of Bristol, Bristol, UK
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Windsor LC, Benoit E, Smith D, Pinto RM, Kugler KC. Optimizing a community-engaged multi-level group intervention to reduce substance use: an application of the multiphase optimization strategy. Trials 2018; 19:255. [PMID: 29703237 PMCID: PMC5921441 DOI: 10.1186/s13063-018-2624-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 03/28/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rates of alcohol and illicit drug use (AIDU) are consistently similar across racial groups (Windsor and Negi, J Addict Dis 28:258-68, 2009; Keyes et al. Soc Sci Med 124:132-41, 2015). Yet AIDU has significantly higher consequences for residents in distressed communities with concentrations of African Americans (DCAA - i.e., localities with high rates of poverty and crime) who also have considerably less access to effective treatment of substance use disorders (SUD). This project is optimizing Community Wise, an innovative multi-level behavioral-health intervention created in partnership with service providers and residents of distressed communities with histories of SUD and incarceration, to reduce health inequalities related to AIDU. METHODS Grounded in critical consciousness theory, community-based participatory research principles (CBPR), and the multiphase optimization strategy (MOST), this study employs a 2 × 2 × 2 × 2 factorial design to engineer the most efficient, effective, and scalable version of Community Wise that can be delivered for US$250 per person or less. This study is fully powered to detect change in AIDU in a sample of 528 men with a histories of SUD and incarceration, residing in Newark, NJ in the United States. A community collaborative board oversees recruitment using a variety of strategies including indigenous field worker sampling, facility-based sampling, community advertisement through fliers, and street outreach. Participants are randomly assigned to one of 16 conditions that include a combination of the following candidate intervention components: peer or licensed facilitator, group dialogue, personal goal development, and community organizing. All participants receive a core critical-thinking component. Data are collected at baseline plus five post-baseline monthly follow ups. Once the optimized Community Wise intervention is identified, it will be evaluated against an existing standard of care in a future randomized clinical trial. DISCUSSION This paper describes the protocol of the first ever study using CBPR and MOST to optimize a substance use intervention targeting a marginalized population. Data from this study will culminate in an optimized Community Wise manual; enhanced methodological strategies to develop multi-component scalable interventions using MOST and CBPR; and a better understanding of the application of critical consciousness theory to the field of health inequalities related to AIDU. TRIAL REGISTRATION ClinicalTrials.gov, NCT02951455 . Registered on 1 November 2016.
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Affiliation(s)
- Liliane Cambraia Windsor
- Newark Community Collaborative Board (NCCB), The University of Illinois at Urbana-Champaign, School of Social Work, 1010 W. Nevada St., Room 2113, Urbana, IL 61801 USA
| | - Ellen Benoit
- National Development and Research Institutes, Inc., New York, NY USA
| | - Douglas Smith
- Newark Community Collaborative Board (NCCB), The University of Illinois at Urbana-Champaign, School of Social Work, 1010 W. Nevada St., Room 2113, Urbana, IL 61801 USA
| | - Rogério M. Pinto
- The University of Michigan, School of Social Work, Ann Arbor, MI USA
| | - Kari C. Kugler
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA USA
| | - Newark Community Collaborative Board (NCCB)
- Newark Community Collaborative Board (NCCB), The University of Illinois at Urbana-Champaign, School of Social Work, 1010 W. Nevada St., Room 2113, Urbana, IL 61801 USA
- National Development and Research Institutes, Inc., New York, NY USA
- The University of Michigan, School of Social Work, Ann Arbor, MI USA
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA USA
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Quanbeck A, Gustafson DH, Marsch LA, Chih MY, Kornfield R, McTavish F, Johnson R, Brown RT, Mares ML, Shah DV. Implementing a Mobile Health System to Integrate the Treatment of Addiction Into Primary Care: A Hybrid Implementation-Effectiveness Study. J Med Internet Res 2018; 20:e37. [PMID: 29382624 PMCID: PMC5811649 DOI: 10.2196/jmir.8928] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 11/30/2017] [Accepted: 12/22/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Despite the near ubiquity of mobile phones, little research has been conducted on the implementation of mobile health (mHealth) apps to treat patients in primary care. Although primary care clinicians routinely treat chronic conditions such as asthma and diabetes, they rarely treat addiction, a common chronic condition. Instead, addiction is most often treated in the US health care system, if it is treated at all, in a separate behavioral health system. mHealth could help integrate addiction treatment in primary care. OBJECTIVE The objective of this paper was to report the effects of implementing an mHealth system for addiction in primary care on both patients and clinicians. METHODS In this implementation research trial, an evidence-based mHealth system named Seva was introduced sequentially over 36 months to a maximum of 100 patients with substance use disorders (SUDs) in each of three federally qualified health centers (FQHCs; primary care clinics that serve patients regardless of their ability to pay). This paper reports on patient and clinician outcomes organized according to the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. RESULTS The outcomes according to the RE-AIM framework are as follows: Reach-Seva reached 8.31% (268/3226) of appropriate patients. Reach was limited by our ability to pay for phones and data plans for a maximum of 100 patients per clinic. Effectiveness-Patients who were given Seva had significant improvements in their risky drinking days (44% reduction, (0.7-1.25)/1.25, P=.04), illicit drug-use days (34% reduction, (2.14-3.22)/3.22, P=.01), quality of life, human immunodeficiency virus screening rates, and number of hospitalizations. Through Seva, patients also provided peer support to one another in ways that are novel in primary care settings. Adoption-Patients sustained high levels of Seva use-between 53% and 60% of the patients at the 3 sites accessed Seva during the last week of the 12-month implementation period. Among clinicians, use of the technology was less robust than use by patients, with only a handful of clinicians using Seva in each clinic and behavioral health providers making most referrals to Seva in 2 of the 3 clinics. Implementation-At 2 sites, implementation plans were realized successfully; they were delayed in the third. Maintenance-Use of Seva dropped when grant funding stopped paying for the mobile phones and data plans. Two of the 3 clinics wanted to maintain the use of Seva, but they struggled to find funding to support this. CONCLUSIONS Implementing an mHealth system can improve care among primary care patients with SUDs, and patients using the system can support one another in their recovery. Among clinicians, however, implementation requires figuring out how information from the mHealth system will be used and making mHealth data available in the electronic health (eHealth) record. In addition, paying for an mHealth system remains a challenge.
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Affiliation(s)
- Andrew Quanbeck
- Department of Family Medicine and Community Health, University of Wisconsin - Madison, Madison, WI, United States
- Center for Health Enhancement Systems Studies, University of Wisconsin - Madison, Madison, WI, United States
| | - David H Gustafson
- Center for Health Enhancement Systems Studies, University of Wisconsin - Madison, Madison, WI, United States
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Dartmouth College, Lebanon, NH, United States
| | - Ming-Yuan Chih
- College of Health Sciences, University of Kentucky, Lexington, KY, United States
| | - Rachel Kornfield
- School of Journalism and Mass Communications, University of Wisconsin - Madison, Madison, WI, United States
| | - Fiona McTavish
- Center for Health Enhancement Systems Studies, University of Wisconsin - Madison, Madison, WI, United States
| | - Roberta Johnson
- Department of Family Medicine and Community Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Randall T Brown
- Department of Family Medicine and Community Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Marie-Louise Mares
- College of Letters and Science, University of Wisconsin - Madison, Madison, WI, United States
| | - Dhavan V Shah
- School of Journalism and Mass Communications, University of Wisconsin - Madison, Madison, WI, United States
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26
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The Economic Burden of Pathological Gambling and Co-occurring Mental Health and Substance Use Disorders. J Addict Med 2018; 12:53-60. [DOI: 10.1097/adm.0000000000000363] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Busch SH, Fiellin DA, Chawarski MC, Owens PH, Pantalon MV, Hawk K, Bernstein SL, O'Connor PG, D'Onofrio G. Cost-effectiveness of emergency department-initiated treatment for opioid dependence. Addiction 2017; 112:2002-2010. [PMID: 28815789 PMCID: PMC5657503 DOI: 10.1111/add.13900] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Revised: 01/19/2017] [Accepted: 06/02/2017] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS In a recent randomized trial, patients with opioid dependence receiving brief intervention, emergency department (ED)-initiated buprenorphine and ongoing follow-up in primary care with buprenorphine (buprenorphine) were twice as likely to be engaged in addiction treatment compared with referral to community-based treatment (referral) or brief intervention and referral (brief intervention). Our aim was to evaluate the relative cost-effectiveness of these three methods of intervening on opioid dependence in the ED. DESIGN Measured health-care use was converted to dollar values. We considered a health-care system perspective and constructed cost-effectiveness acceptability curves that indicate the probability each treatment is cost-effective under different thresholds of willingness-to-pay for outcomes studied. SETTING An urban ED in the United States. PARTICIPANTS Opioid-dependent patients aged 18 years or older. MEASUREMENTS Self-reported 30-day assessment data were used to construct cost-effectiveness acceptability curves for patient engagement in formal addiction treatment at 30 days and the number of days illicit opioid-free in the past week. FINDINGS Considering only health-care system costs, cost-effectiveness acceptability curves indicate that at all positive willingness-to-pay values, ED-initiated buprenorphine treatment was more cost-effective than brief intervention or referral. For example, at a willingness-to-pay threshold of $1000 for 30-day treatment engagement, we are 79% certain ED-initiated buprenorphine is most cost-effective compared with other studied treatments. Similar results were found for days illicit opioid-free in the past week. Results were robust to secondary analyses that included patients with missing cost data, included crime and patient time costs in the numerator, and to changes in unit price estimates. CONCLUSION In the United States, emergency department-initiated buprenorphine intervention for patients with opioid dependence provides high value compared with referral to community-based treatment or combined brief intervention and referral.
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Affiliation(s)
- Susan H Busch
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
| | - David A Fiellin
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Marek C Chawarski
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Patricia H Owens
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Michael V Pantalon
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Kathryn Hawk
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Steven L Bernstein
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Patrick G O'Connor
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Gail D'Onofrio
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
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McCollister K, Yang X, Sayed B, French MT, Leff JA, Schackman BR. Monetary conversion factors for economic evaluations of substance use disorders. J Subst Abuse Treat 2017; 81:25-34. [PMID: 28847452 DOI: 10.1016/j.jsat.2017.07.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 06/23/2017] [Accepted: 07/15/2017] [Indexed: 01/12/2023]
Abstract
AIMS Estimating the economic consequences of substance use disorders (SUDs) is important for evaluating existing programs and new interventions. Policy makers in particular must weigh program effectiveness with scalability and sustainability considerations in deciding which programs to fund with limited resources. This study provides a comprehensive list of monetary conversion factors for a broad range of consequences, services, and outcomes, which can be used in economic evaluations of SUD interventions (primarily in the United States), including common co-occurring conditions such as HCV and HIV. METHODS Economic measures were selected from standardized clinical assessment instruments that are used in randomized clinical trials and other research studies (e.g., quasi-experimental community-based projects) to evaluate the impact of SUD interventions. National datasets were also reviewed for additional SUD-related consequences, services, and outcomes. Monetary conversion factors were identified through a comprehensive literature review of published articles as well as targeted searches of other sources such as government reports. RESULTS Eight service/consequence/outcome domains were identified containing more than sixty monetizable measures of medical and behavioral health services, laboratory services, SUD treatment, social services, productivity outcomes, disability outcomes, criminal activity and criminal justice services, and infectious diseases consequences. Unit-specific monetary conversion factors are reported, along with upper and lower bound estimates, whenever possible. CONCLUSIONS Having an updated and standardized source of monetary conversion factors will facilitate and improve future economic evaluations of interventions targeting SUDs and other risky behaviors. This exercise should be repeated periodically as new sources of data become available to maintain the timeliness, comprehensiveness, and quality of these estimates.
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Affiliation(s)
- Kathryn McCollister
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Soffer Clinical Research Center, Suite 1019, 1120 NW 14th Street, Miami, FL 33136, USA.
| | - Xuan Yang
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Soffer Clinical Research Center, Suite 1019, 1120 NW 14th Street, Miami, FL 33136, USA.
| | - Bisma Sayed
- Department of Sociology and Health Economics Research Group, University of Miami, 5665 Ponce de Leon Boulevard, Flipse Building, Room 122, P.O. Box 248251, Coral Gables, FL 33124, USA.
| | - Michael T French
- Department of Health Sector Management and Policy, Department of Sociology, University of Miami, School of Business Administration, P.O. Box 248027, Coral Gables, FL 33124, USA.
| | - Jared A Leff
- Department of Healthcare Policy & Research, Weill Cornell Medical College, 425 E 61st Street, Suite 301, New York, NY 10065, USA.
| | - Bruce R Schackman
- Department of Healthcare Policy & Research, Weill Cornell Medical College, 425 E 61st Street, Suite 301, New York, NY 10065, USA.
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29
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Friedman S, Xu H, Harwood JM, Azocar F, Hurley B, Ettner SL. The Mental Health Parity and Addiction Equity Act evaluation study: Impact on specialty behavioral healthcare utilization and spending among enrollees with substance use disorders. J Subst Abuse Treat 2017; 80:67-78. [PMID: 28755776 DOI: 10.1016/j.jsat.2017.06.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 04/27/2017] [Accepted: 06/23/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND The federal Mental Health Parity and Addiction Equity Act (MHPAEA) sought to eliminate historical disparities between behavioral health and medical health insurance benefits among the commercially insured. This study determines whether MHPAEA was associated with increased BH expenditures and utilization among a population with substance use disorder (SUD) diagnoses. METHODS Claims and eligibility data from 5,987,776 enrollees, 2008-2013, were obtained from a national, commercial, managed behavioral health organization. An interrupted time series study design with segmented regression analysis estimated time trends of per-member-per-month (PMPM) spending and use before (2008-2009), during (2010), and after (2011-2013) MHPAEA compliance. The study sample contained individuals with drug or alcohol use disorder diagnosis during study period (N=2,716,473 member-month observations). Outcomes included: total, plan, patient out-of-pocket spending; outpatient utilization (assessment/diagnostic evaluation visits; medication management; individual, group and family psychotherapy, and structured outpatient care); intermediate care utilization (day treatment; recovery home and residential); and inpatient utilization. RESULTS Starting at the beginning of the post-parity period, MHPAEA was associated with increased levels of PMPM total and plan spending ($25.80 [p=0.01]; $28.33 [p=0.00], respectively), as well as the number of PMPM assessment/evaluation, individual psychotherapy, and group psychotherapy visits, and inpatient days (0.01 visits [p=0.01]; 0.02 visits [p=0.01]; 0.01 visits [p=0.03]; 0.01days [p=0.01], respectively). Following these initial level changes, MHPAEA was also associated with monthly increases in PMPM total, plan, and patent out-of-pocket spending ($2.56/month [p=0.00]; $2.25/month [p=0.00]; $0.27 [p=0.03], respectively), as well as structured outpatient visits and inpatient days (0.0012 visits/month [p=0.01]; 0.0012days/month [p=0.00]). CONCLUSION MHPAEA was associated with modest increases in total, plan, and patient out-of-pocket spending and outpatient and inpatient utilization. These increases, while modest in magnitude, are larger in magnitude than increases detected among a sample of all enrollees (i.e. not only those with SUD diagnoses).
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Affiliation(s)
- Sarah Friedman
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, 911 Broxton Avenue, Los Angeles, CA 90024, United States; Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, UCLA, 911 Broxton Avenue, Los Angeles, CA 90024, United States; School of Community Health Sciences, Division of Health Sciences, University of Nevada, 1664 N. Virginia Street, Reno, NV 89557, United States.
| | - Haiyong Xu
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, UCLA, 911 Broxton Avenue, Los Angeles, CA 90024, United States.
| | - Jessica M Harwood
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, UCLA, 10940 Wilshire Boulevard, Suite 700, Los Angeles, CA 90024, United States.
| | - Francisca Azocar
- Optum®, United Health Group, 425 Market Street, 14th Floor, San Francisco, CA 94105, United States.
| | - Brian Hurley
- Department of Family Medicine, David Geffen School of Medicine, University of California, Los Angeles, 50-078 Center for Health Sciences, Box 951683, Los Angeles, CA 90095, United States.
| | - Susan L Ettner
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, 911 Broxton Avenue, Los Angeles, CA 90024, United States; Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, UCLA, 911 Broxton Avenue, Los Angeles, CA 90024, United States.
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Miller TR, Nygaard P, Gaidus A, Grube JW, Ponicki WR, Lawrence BA, Gruenewald PJ. Heterogeneous Costs of Alcohol and Drug Problems Across Cities and Counties in California. Alcohol Clin Exp Res 2017; 41:758-768. [PMID: 28208210 PMCID: PMC5562014 DOI: 10.1111/acer.13337] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 12/28/2016] [Indexed: 12/13/2022]
Abstract
BACKGROUND Estimates of economic and social costs related to alcohol and other drug (AOD) use and abuse are usually made at state and national levels. Ecological analyses demonstrate, however, that substantial variations exist in the incidence and prevalence of AOD use and problems including impaired driving, violence, and chronic disease between smaller geopolitical units like counties and cities. This study examines the ranges of these costs across counties and cities in California. METHODS We used estimates of the incidence and prevalence of AOD use, abuse, and related problems to calculate costs in 2010 dollars for all 58 counties and an ecological sample of 50 cities with populations between 50,000 and 500,000 persons in California. The estimates were built from archival and public-use survey data collected at state, county, and city levels over the years from 2009 to 2010. RESULTS Costs related to alcohol use and related problems exceeded those related to illegal drugs across all counties and most cities in the study. Substantial heterogeneities in costs were observed between cities within counties. CONCLUSIONS AOD costs are heterogeneously distributed across counties and cities, reflecting the degree to which different populations are engaged in use and abuse across the state. These findings provide a strong argument for the distribution of treatment and prevention resources proportional to need.
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Affiliation(s)
- Ted R Miller
- Pacific Institute for Research and Evaluation, Silver Spring, Maryland
- Centre for Population Health Research, Curtin University, Perth, Western Australia, Australia
| | - Peter Nygaard
- Prevention Research Center, Pacific Institute for Research and Evaluation, Oakland, California
| | - Andrew Gaidus
- Prevention Research Center, Pacific Institute for Research and Evaluation, Oakland, California
| | - Joel W Grube
- Prevention Research Center, Pacific Institute for Research and Evaluation, Oakland, California
| | - William R Ponicki
- Prevention Research Center, Pacific Institute for Research and Evaluation, Oakland, California
| | - Bruce A Lawrence
- Pacific Institute for Research and Evaluation, Calverton, Maryland
| | - Paul J Gruenewald
- Prevention Research Center, Pacific Institute for Research and Evaluation, Oakland, California
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Cowell AJ, Dowd WN, Mills MJ, Hinde JM, Bray JW. Sustaining SBIRT in the wild: simulating revenues and costs for Screening, Brief Intervention and Referral to Treatment programs. Addiction 2017; 112 Suppl 2:101-109. [PMID: 28074564 DOI: 10.1111/add.13650] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 10/17/2013] [Accepted: 06/02/2014] [Indexed: 11/28/2022]
Abstract
AIMS To examine the conditions under which Screening, Brief Intervention and Referral to Treatment (SBIRT) programs can be sustained by health insurance payments. DESIGN A mathematical model was used to estimate the number of patients needed for revenues to exceed costs. SETTING Three medical settings in the United States were examined: in-patient, out-patient and emergency department. Components of SBIRT were delivered by combinations of health-care practitioners (generalists) and behavioral health specialists. PARTICIPANTS Practitioners in seven SBIRT programs who received grants from the US Substance Abuse and Mental Health Services Administration (SAMHSA). MEASUREMENTS Program costs and revenues were measured using data from grantees. Patient flows were measured from administrative data and adjusted with prevalence and screening estimates from the literature. FINDINGS SBIRT can be sustained through health insurance reimbursement in out-patient and emergency department settings in most staffing mixes. To sustain SBIRT in in-patient programs, a patient flow larger than the national average may be needed; if that flow is achieved, the range of screens required to maintain a surplus is narrow. Sensitivity analyses suggest that the results are very sensitive to changes in the proportion of insured patients. CONCLUSIONS Screening, Brief Intervention and Referral to Treatment programs in the United States can be sustained by health insurance payments under a variety of staffing models. Screening, Brief Intervention and Referral to Treatment programs can be sustained only in an in-patient setting with above-average patient flow (more than 2500 screens). Screening, Brief Intervention and Referral to Treatment programs in out-patient and emergency department settings can be sustained with below-average patient flows (fewer than 125 000 out-patient visits and fewer than 27 000 emergency department visits).
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Affiliation(s)
| | | | | | | | - Jeremy W Bray
- Bryan School of Business and Economics, University of North Carolina at Greensboro, Greensboro, NC, USA
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The effect of bundling medication-assisted treatment for opioid addiction with mHealth: study protocol for a randomized clinical trial. Trials 2016; 17:592. [PMID: 27955689 PMCID: PMC5153683 DOI: 10.1186/s13063-016-1726-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 11/23/2016] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Opioid dependence has devastating and increasingly widespread consequences and costs, and the most common outcome of treatment is early relapse. People who inject opioids are also at disproportionate risk for contracting the human immunodeficiency virus (HIV) and hepatitis C virus (HCV). This study tests an approach that has been shown to improve recovery rates: medication along with other supportive services (medication-assisted treatment, or MAT) against MAT combined with a smartphone innovation called A-CHESS (MAT + A-CHESS). METHODS/DESIGN This unblinded study will randomly assign 440 patients to receive MAT + A-CHESS or MAT alone. Eligible patients will meet criteria for having an opioid use disorder of at least moderate severity and will be taking methadone, injectable naltrexone, or buprenorphine. Patients with A-CHESS will have smartphones for 16 months; all patients will be followed for 24 months. The primary outcome is the difference between patients in the two arms in percentage of days using illicit opioids during the 24-month intervention. Secondary outcomes are differences between patients receiving MAT + A-CHESS versus MAT in other substance use, quality of life, retention in treatment, health service use, and, related to HIV and HCV, screening and testing rates, medication adherence, risk behaviors, and links to care. We will also examine mediators and moderators of the effects of MAT + A-CHESS. We will measure variables at baseline and months 4, 8, 12, 16, 20, and 24. At each point, patients will respond to a 20- to 30-min phone survey; urine screens will be collected at baseline and up to twice a month thereafter. We will use mixed-effects to evaluate the primary and secondary outcomes, with baseline scores functioning as covariates, treatment condition as a between-subject factor, and the outcomes reflecting scores for a given assessment at the six time points. Separate analyses will be conducted for each outcome. DISCUSSION A-CHESS has been shown to improve recovery for people with alcohol dependence. It offers an adaptive and extensive menu of services and can attend to patients nearly as constantly as addiction does. This suggests the possibility of increasing both the effectiveness of, and access to, treatment for opioid dependence. TRIAL REGISTRATION ClinicalTrials.gov, NCT02712034 . Registered on 14 March 2016.
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Accurso AJ, Rastegar DA, Ghazarian SR, Fingerhood MI. Impact of hepatitis C status on 20-year mortality of patients with substance use disorders. Addict Sci Clin Pract 2015; 10:20. [PMID: 26463043 PMCID: PMC4672505 DOI: 10.1186/s13722-015-0041-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2015] [Accepted: 10/01/2015] [Indexed: 12/24/2022] Open
Abstract
Background The magnitude of the effect of hepatitis C viral infection on survival is still not fully understood. The objective of this study was to determine whether the presence of hepatitis C viral antibodies in 1991 was associated with increased mortality 20 years later within a cohort of patients with substance use disorders. Secondary objectives were to determine other factors that were associated with increased mortality in the cohort. Methods A subset of a 1991 study cohort of patients who had presented for detoxification was reexamined 20 years later. The Social Security Death Index was queried to identify which of the original patients had died. Attributes of survivors and non-survivors were compared, with special attention to their hepatitis C status in 1991. The original study and this analysis were conducted in the chemical detoxification unit at Johns Hopkins Bayview (previously Francis Scott Key Hospital), an academic urban hospital. All participants met the criteria for alcohol or opioid dependence at the time of admission in 1991. The primary study outcome was 20-year mortality after initial admission in 1991, with a planned analysis of hepatitis C status. Results Twenty years after admission, 362 patients survived and 82 had died. Of the 284 patients who were hepatitis C positive, 228 survived (80 %). Of the 160 patients who were hepatitis C negative, 134 survived (84 %). This absolute risk increase of 4 % was not statistically significant (p = 0.37). Factors associated with increased mortality included male sex, white race, older age, and reported use of alcohol, cocaine, and illicit methadone. Binary logistic regression including hepatitis C status and these other variables yielded an adjusted odds ratio of 0.87 (95 % CI 0.49–1.55); (p = 0.64) for hepatitis C positive 20-year survival. Conclusions Hepatitis C positivity was not associated with a statistically significant difference in 20-year survival. The effect of the virus on mortality, if present, is small, relative to the effect of substance use disorders alone.
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Affiliation(s)
- Anthony J Accurso
- Johns Hopkins Bayview Medical Center, 5200 Eastern Ave, Mason F. Lord Bldg, West Tower 5th floor, Baltimore, MD, 21224, USA.
| | - Darius A Rastegar
- Johns Hopkins Bayview Medical Center, 5200 Eastern Ave, Mason F. Lord Bldg, West Tower 5th floor, Baltimore, MD, 21224, USA.
| | - Sharon R Ghazarian
- Johns Hopkins Bayview Medical Center, 5200 Eastern Ave, Mason F. Lord Bldg, West Tower 5th floor, Baltimore, MD, 21224, USA.
| | - Michael I Fingerhood
- Johns Hopkins Bayview Medical Center, 5200 Eastern Ave, Mason F. Lord Bldg, West Tower 5th floor, Baltimore, MD, 21224, USA.
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Harker Burnhams N, Parry CDH. The state of interventions to address substance-related disorders in South African workplaces: implications for research, policy, and practice. SOUTH AFRICAN JOURNAL OF PSYCHOLOGY 2015. [DOI: 10.1177/0081246315583792] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Substance abuse in South Africa is highly prevalent and continues to be a major cause of mortality and a risk factor for both communicable and non-communicable diseases. The employer costs associated with substance abuse remain high owing to rising health costs, accidents, absenteeism, and workers’ compensation claims placing the organisation and its employees at risk for harm. This article describes the status of current policy, prevention, and treatment interventions to address substance abuse in the South African workplace. Key issues highlighted are the need for research into the extent and impact of substance abuse in the South African workforce, the promotion of substance abuse policies that are comprehensive in nature, and the need to upscale prevention and treatment initiatives through a move away from a traditional labour approach to addressing substance-related disorders in the workplace to the adoption of a more public health approach. Cost-effectiveness of substance abuse interventions is explored alongside the importance of ensuring that employers, practitioners, and other role players engage with the evidence of what works using international standards as the basis.
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Affiliation(s)
- Nadine Harker Burnhams
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, South Africa
- Department of Public Health and Family Medicine, University of Cape Town, South Africa
| | - Charles DH Parry
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, South Africa
- Department of Psychiatry, Stellenbosch University, South Africa
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Jason LA, Olson BD, Harvey R. Evaluating Alternative Aftercare Models for Ex-Offenders. JOURNAL OF DRUG ISSUES 2014; 45:53-68. [PMID: 25641984 DOI: 10.1177/0022042614552019] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study examined the role played by aftercare following (mainly) inpatient community-based treatment in the outcomes of criminal ex-offenders with substance use disorders. Two hundred and seventy individuals who had been released from the criminal justice system were randomly assigned to either a Therapeutic Community (TC), recovery homes called Oxford Houses (OHs), or usual care settings (UA). The OHs and TCs are residential settings that emphasized socialization and abstinence from drugs and alcohol, but OHs do not include the formal therapeutic change interventions common to TCs, nor did they include any on-site access to drug abuse or health care professionals. UA involved what occurred naturally after completing treatment, which included staying with friends or family members, their own house or apartment, homeless shelters, or other settings. Longer lengths of stay in either the TCs or OHs were associated with increased employment, and reduced alcohol and drug use. Those assigned to the OH condition received more money from employment, worked more days, achieved higher continuous alcohol sobriety rates, and had more favorable cost-benefit ratios.
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Belur V, Dennis ML, Ives ML, Vincent R, Muck R. Feasibility and impact of implementing motivational enhancement therapy–cognitive behavioral therapy as a substance use treatment intervention in school-based settings. ACTA ACUST UNITED AC 2014; 7:88-104. [DOI: 10.1080/1754730x.2014.888223] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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McCollister KE, French MT, Freitas DM, Dennis ML, Scott CK, Funk RR. Cost-effectiveness analysis of Recovery Management Checkups (RMC) for adults with chronic substance use disorders: evidence from a 4-year randomized trial. Addiction 2013; 108:2166-74. [PMID: 23961833 PMCID: PMC3834076 DOI: 10.1111/add.12335] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 03/26/2013] [Accepted: 08/08/2013] [Indexed: 11/27/2022]
Abstract
AIMS This study performs the first cost-effectiveness analysis (CEA) of Recovery Management Checkups (RMC) for adults with chronic substance use disorders. DESIGN Cost-effectiveness analysis of a randomized clinical trial of RMC. Participants were assigned randomly to a control condition of outcome monitoring (OM-only) or the experimental condition OM-plus-RMC, with quarterly follow-up for 4 years. SETTING Participants were recruited from the largest central intake unit for substance abuse treatment in Chicago, Illinois, USA. PARTICIPANTS A total of 446 participants who were 38 years old on average, 54% male, and predominantly African American (85%). MEASUREMENTS Data on the quarterly cost per participant come from a previous study of OM and RMC intervention costs. Effectiveness is measured as the number of days of abstinence and number of substance use-related problems. FINDINGS Over the 4-year trial, OM-plus-RMC cost on average $2184 more than OM-only (P < 0.01). Participants in OM-plus-RMC averaged 1026 days abstinent and had 89 substance use-related problems. OM-only averaged 932 days abstinent and reported 126 substance use-related problems. Mean differences for both effectiveness measures were statistically significant (P < 0.01). The incremental cost-effectiveness ratio for OM-plus-RMC was $23.38 per day abstinent and $59.51 per reduced substance-related problem. When additional costs to society were factored into the analysis, OM-plus-RMC was less costly and more effective than OM-only. CONCLUSIONS Recovery Management Checkups are a cost-effective and potentially cost-saving strategy for promoting abstinence and reducing substance use-related problems among chronic substance users.
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Affiliation(s)
- Kathryn E. McCollister
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA
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Prendergast ML, Cartier JJ. Screening, brief intervention, and referral to treatment (SBIRT) for offenders: protocol for a pragmatic randomized trial. Addict Sci Clin Pract 2013; 8:16. [PMID: 24499609 PMCID: PMC3829109 DOI: 10.1186/1940-0640-8-16] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 10/15/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Although screening, brief intervention, and referral to treatment (SBIRT) is an evidence-based technique that, in some health-care settings, has been shown to cost-effectively reduce alcohol and drug use, research on the efficacy of SBIRT among criminal offender populations is limited. Such populations have a high prevalence of drug and alcohol use but limited access to intervention, and many are at risk for post-release relapse and recidivism. Thus, there exists a need for treatment options for drug-involved offenders of varying risk levels to reduce risky behaviors or enter treatment. METHODS/DESIGN This protocol describes an assessment of SBIRT feasibility and effectiveness in a criminal justice environment. Eight-hundred persons will be recruited from a large metropolitan jail, with the experimental group receiving an intervention depending on risk level and the control group receiving minimal intervention. The intervention will assess the risk level for drug and alcohol misuse by inmates, providing those at low or medium risk a brief intervention in the jail and referring those at high risk to community treatment following release. In addition, a brief treatment (eight-session) option will be available. Using data from a 12-month follow-up interview, the primary study outcomes are a reduction in drug and alcohol use, while secondary outcomes include participation in treatment, rearrest, quality of life, reduction in HIV risk behaviors, and costs of SBIRT. EXPECTED VALUE Individual reductions in alcohol and drug use can have significant effects on public health and safety when observed over a large population at risk for substance-use problems. With wider dissemination statewide or nationwide, a relatively low-cost intervention such as SBIRT could offer demonstrated benefits in this population. TRIAL REGISTRATION Clinical Trials Government Identifier, NCT01683643.
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Affiliation(s)
- Michael L Prendergast
- Integrated Substance Abuse Programs, Semel Institute, David Geffen School of Medicine, University of California, 11075 Santa Monica Blvd,, Suite 100, Los Angeles, CA 90025, USA.
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Dennis ML, Clark HW, Huang LN. The need and opportunity to expand substance use disorder treatment in school-based settings. ADVANCES IN SCHOOL MENTAL HEALTH PROMOTION 2013; 7:75-87. [PMID: 34497667 PMCID: PMC8423344 DOI: 10.1080/1754730x.2014.888221] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
In this paper, we explore the unmet need for substance use disorder (SUD) treatment among youth, its consequences, and the opportunity to address this gap due to the expansion of behavioral health services to school-based settings under the Parity and Affordable Care Acts. We discuss the importance of using evidence-based approaches to assessment and treatment to ensure effectiveness and cost-effectiveness and show how the severity of SUD is related to a wide range of school, substance, mental, health, and health care utilization problems. Next, we introduce the other three articles in the special issue that further demonstrate the feasibility and impact of using these evidence-based practices in school-based settings, the challenges of identifying and interviewing with youth, and the need for a full continuum of interventions. In each of these areas we try to draw out the policy implication of these trends and papers.
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Affiliation(s)
| | - H. Westley Clark
- Center for Substance Abuse Treatment, Substance Abuse and Mental Health Services Administration, Rockville, MD, USA
| | - Larke N. Huang
- Office of Behavioral Health Equity, Substance Abuse and Mental Health Services Administration, Rockville, MD, USA
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Shepard DS, Zeng W, Strickler GK, Lwin AK, Cros MJ, Garner BR. The Brief Treatment Cost Analysis Tool (TCAT-Lite) for Substance Abuse Treatment: Reliability and Application. ALCOHOLISM TREATMENT QUARTERLY 2012; 30:377-396. [PMID: 23284225 DOI: 10.1080/07347324.2012.719425] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Although several costing instruments have been previously developed, few have been validated or applied systematically to the delivery of evidence-based practices (EBPs). Using data collected from 26 organizations implementing the same EBP, this paper examined the reliability, validity, and applicability of the brief Treatment Cost Analysis Tool (TCAT-Lite). The TCAT-Lite demonstrated good reliability-correlations between replications averaged 0.61. Validity also was high, with correlation of treated episodes per $100,000 between the TCAT-Lite and independent data of 0.57. In terms of applicability, cost calculations found that if all organizations had operated at optimal scale (124 client episodes per year), existing funds could have supported 64% more clients.
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Affiliation(s)
- Donald S Shepard
- Schneider Institutes for Health Policy, Heller School, Brandeis University, Waltham, MA
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Zaric GS, Brennan AW, Varenbut M, Daiter JM. The cost of providing methadone maintenance treatment in Ontario, Canada. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2012; 38:559-66. [PMID: 22783917 DOI: 10.3109/00952990.2012.694518] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To estimate the cost of providing methadone maintenance treatment in Ontario, Canada, from the perspective of the public payer. METHODS We analyzed a database of all patient clinic visits, laboratory tests for urine toxicology screening, and methadone scripts from a group of methadone clinics in Ontario. The database consisted of patient visits and visit information from 1 January 2003 to 31 December 2009. We estimated the cost of providing methadone maintenance treatment as the sum of physician costs, laboratory costs for urine samples (toxicology screens), methadone costs, and pharmacy costs. Pharmacy costs include dispensing fees and markups. All costs are expressed in 2010 Canadian dollars. RESULTS The database consisted of 9479 unique patients. The average age on the date of the first recorded visit was 34.3, and among the patients 62.3% were male. There were 6,425,937 patient days of treatment and the total cost of all treatment-related services was approximately $99,491,000. The total cost was comprised of physician billing (9.8%), pharmacy costs (39.8%), methadone (3.8%), and performing urine toxicology screens (46.7%). The average cost per day for treatment was $15.48, corresponding to $5651per year if patients were to remain in treatment continuously. CONCLUSIONS The cost of providing methadone maintenance treatment in Ontario is comparable to estimates from the United States and Australia. SCIENTIFIC SIGNIFICANCE This information is important to policy makers for planning and budgeting purposes and as part of a full cost-benefit or cost-effectiveness analysis of methadone treatment.
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Affiliation(s)
- Gregory S Zaric
- Ivey School of Business, University of Western Ontario, 1151 Richmond St. North, London, ON, Canada.
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Alexandre PK, Beulaygue IC, French MT, McCollister KE, Popovici I, Sayed BA. The economic cost of substance abuse treatment in the state of Florida. EVALUATION REVIEW 2012; 36:167-185. [PMID: 22710081 DOI: 10.1177/0193841x12450164] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
OBJECTIVE Public and private stakeholders of substance abuse treatment services require economic cost data to guide program evaluations and funding decisions. BACKGROUND Rigorous cost assessments have been conducted for several treatment programs across the United States, but a systematic and comprehensive evaluation of programs in a particular state has never been attempted. RESEARCH DESIGN The present study recruited all publicly funded treatment programs in the State of Florida and administered the Brief Drug Abuse Treatment Cost Analysis Program. SUBJECTS A total of 175 programs participated in the study, representing a 71% response rate. MEASURES Annual, weekly, and episode costs are estimated by modality. CONCLUSION The study procedures and empirical findings from this research can be used by program evaluators and government officials in Florida and other states as they develop service reimbursement algorithms and initiate more extensive evaluations of publicly funded substance abuse treatment programs.
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Affiliation(s)
- Pierre K Alexandre
- Health Economics Research Group, University of Miami, Coral Gables, FL 33124, USA
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Conner BT, Hampton AS, Hunter J, Urada D. Treating opioid use under California's Proposition 36: differential outcomes by treatment modality. J Psychoactive Drugs 2012; Suppl 7:77-83. [PMID: 22185042 DOI: 10.1080/02791072.2011.602281] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
In California, Proposition 36 (Prop. 36) has led to positive outcomes for a significant proportion of participants-increases in drug treatment completion, reduced drug use and recidivism, and increased employment. However, there are notable differences in outcomes among Prop. 36 subgroups, with some of the poorest outcomes observed among opioid users. This may be because very few Prop. 36 opioid users were placed in narcotic treatment programs (NTPs). Prop. 36 opioid users who were placed in NTPs using methadone had the greatest reductions in opioid use from treatment intake to discharge, as compared to Prop. 36 opioid users who received outpatient drug-free or residential treatment. As such, NTPs should be considered to be a highly efficacious and viable treatment option for Prop. 36 opioid users. Thus, to improve treatment outcomes among Prop. 36 opioid users, it is essential that the provision and utilization of NTPs be enhanced.
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Affiliation(s)
- Bradley T Conner
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA.
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Underhill K. Paying for prevention: challenges to health insurance coverage for biomedical HIV prevention in the United States. AMERICAN JOURNAL OF LAW & MEDICINE 2012; 38:607-66. [PMID: 23356098 PMCID: PMC4041033 DOI: 10.1177/009885881203800402] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Reducing the incidence of HIV infection continues to be a crucial public health priority in the United States, especially among populations at elevated risk such as men who have sex with men, transgender women, people who inject drugs, and racial and ethnic minority communities. Although most HIV prevention efforts to date have focused on changing risky behaviors, the past decade yielded efficacious new biomedical technologies designed to prevent infection, such as the prophylactic use of antiretroviral drugs and the first indications of an efficacious vaccine. Access to prevention technologies will be a significant part of the next decade's response to HIV and advocates are mobilizing to achieve more widespread use of these interventions. These breakthroughs, however, arrive at a time of escalating healthcare costs; health insurance coverage therefore raises pressing new questions about priority-setting and the allocation of responsibility for public health. The goals of this Article are to identify legal challenges and potential solutions for expanding access to biomedical HIV prevention through health insurance coverage. This Article discusses the public policy implications of HIVprevention coverage decisions, assesses possible legal grounds on which insurers may initially deny coverage for these technologies, and evaluates the extent to which these denials may survive external and judicial review. Because several of these legal grounds may be persuasive, particularly denials on the basis of medical necessity, this Article also explores alternative strategies for financing biomedical HIV prevention efforts.
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Reed SD, Li Y, Kamble S, Polsky D, Graham FL, Bowers MT, Samsa GP, Paul S, Schulman KA, Whellan DJ, Riegel BJ. Introduction of the Tools for Economic Analysis of Patient Management Interventions in Heart Failure Costing Tool: a user-friendly spreadsheet program to estimate costs of providing patient-centered interventions. Circ Cardiovasc Qual Outcomes 2011; 5:113-9. [PMID: 22147884 DOI: 10.1161/circoutcomes.111.962977] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Patient-centered health care interventions, such as heart failure disease management programs, are under increasing pressure to demonstrate good value. Variability in costing methods and assumptions in economic evaluations of such interventions limit the comparability of cost estimates across studies. Valid cost estimation is critical to conducting economic evaluations and for program budgeting and reimbursement negotiations. METHODS AND RESULTS Using sound economic principles, we developed the Tools for Economic Analysis of Patient Management Interventions in Heart Failure (TEAM-HF) Costing Tool, a spreadsheet program that can be used by researchers and health care managers to systematically generate cost estimates for economic evaluations and to inform budgetary decisions. The tool guides users on data collection and cost assignment for associated personnel, facilities, equipment, supplies, patient incentives, miscellaneous items, and start-up activities. The tool generates estimates of total program costs, cost per patient, and cost per week and presents results using both standardized and customized unit costs for side-by-side comparisons. Results from pilot testing indicated that the tool was well-formatted, easy to use, and followed a logical order. Cost estimates of a 12-week exercise training program in patients with heart failure were generated with the costing tool and were found to be consistent with estimates published in a recent study. CONCLUSIONS The TEAM-HF Costing Tool could prove to be a valuable resource for researchers and health care managers to generate comprehensive cost estimates of patient-centered interventions in heart failure or other conditions for conducting high-quality economic evaluations and making well-informed health care management decisions.
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Affiliation(s)
- Shelby D Reed
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC 27715, USA.
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Broome KM, Knight DK, Joe GW, Flynn PM. Treatment program operations and costs. J Subst Abuse Treat 2011; 42:125-33. [PMID: 22154033 DOI: 10.1016/j.jsat.2011.10.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2011] [Revised: 09/14/2011] [Accepted: 10/18/2011] [Indexed: 11/19/2022]
Abstract
This study investigates how average costs for an episode of care in outpatient drug-free (ODF) treatment relate to clinical intensity (length of stay and weekly counseling hours) and program structure (e.g., size, staffing), controlling for prices paid and selected clientele measures. Based on cost assessments from a naturalistic sample of 67 programs located across the United States (using the Treatment Cost Analysis Tool), robust regression techniques showed that programs having 10% longer treatment stays had episode costs 7% higher; those having 10% more weekly counseling hours per client had 4% higher episode costs. Other important factors included wages, amount of counselors' time conducting sessions, and serving more clients referred from the criminal justice system. The study provides valuable information on treatment program features that relate to costs. Most importantly, cost differences associated with longer stays or more intensive counseling protocols appear modest and may be justified by improved client outcomes.
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Affiliation(s)
- Kirk M Broome
- Institute of Behavioral Research, Texas Christian University, Fort Worth, TX 76129, USA.
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Dennis ML, French MT, McCollister KE, Scott CK. The economic costs of quarterly monitoring and recovery management checkups for adults with chronic substance use disorders. J Subst Abuse Treat 2011; 41:201-7. [PMID: 21466944 DOI: 10.1016/j.jsat.2011.02.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2010] [Revised: 01/25/2011] [Accepted: 02/11/2011] [Indexed: 11/15/2022]
Abstract
Recovery management checkups (RMCs) for clients with substance use disorders reduce the time from relapse to treatment reentry, increase treatment retention, and improve long-term outcomes. The objectives of this article are to calculate and compare the economic costs of providing outcome monitoring (OM) only with those of providing OM + RMC to help understand the feasibility of disseminating this model more widely. We estimate the total and incremental costs of OM and OM + RMC using data from a recently completed randomized controlled trial with adult chronic substance users (N = 446). Adding RMC to OM increased total intervention costs by about 50% per person per year ($707 to $1,283) and quarter ($177 to $321). It cost an average of $834 to identify a person in relapse and $2,699 to identify, link, and retain them in treatment. The increased costs of RMC are modest relative to the substantial societal costs of chronic substance users returning to regular use, crime, and other risk behaviors.
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Birnbaum HG, White AG, Schiller M, Waldman T, Cleveland JM, Roland CL. Societal Costs of Prescription Opioid Abuse, Dependence, and Misuse in the United States. PAIN MEDICINE 2011; 12:657-67. [DOI: 10.1111/j.1526-4637.2011.01075.x] [Citation(s) in RCA: 464] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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McCollister KE, French MT, Fang H. The cost of crime to society: new crime-specific estimates for policy and program evaluation. Drug Alcohol Depend 2010; 108:98-109. [PMID: 20071107 PMCID: PMC2835847 DOI: 10.1016/j.drugalcdep.2009.12.002] [Citation(s) in RCA: 139] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2009] [Revised: 11/30/2009] [Accepted: 12/02/2009] [Indexed: 10/20/2022]
Abstract
Estimating the cost to society of individual crimes is essential to the economic evaluation of many social programs, such as substance abuse treatment and community policing. A review of the crime-costing literature reveals multiple sources, including published articles and government reports, which collectively represent the alternative approaches for estimating the economic losses associated with criminal activity. Many of these sources are based upon data that are more than 10 years old, indicating a need for updated figures. This study presents a comprehensive methodology for calculating the cost to society of various criminal acts. Tangible and intangible losses are estimated using the most current data available. The selected approach, which incorporates both the cost-of-illness and the jury compensation methods, yields cost estimates for more than a dozen major crime categories, including several categories not found in previous studies. Updated crime cost estimates can help government agencies and other organizations execute more prudent policy evaluations, particularly benefit-cost analyses of substance abuse treatment or other interventions that reduce crime.
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Affiliation(s)
- Kathryn E. McCollister
- Assistant Professor of Health Economics, Department of Epidemiology and Public Health (R669), University of Miami Miller School of Medicine, Clinical Research Building, Room 1051, 1120 NW 14th Street, Miami, Florida, 33136, USA
| | - Michael T. French
- Professor of Health Economics, Department of Sociology, Department of Epidemiology and Public Health, and Department of Economics, University of Miami, 5202 University Drive, Merrick Building, Room 121F, P.O. Box 248162, Coral Gables, FL 33124-2030, USA
| | - Hai Fang
- Assistant Professor, Department of Health Systems, Management, and Policy, Colorado School of Public Health, University of Colorado Denver, 13001 E 17th Place, Campus Box B119, Aurora, CO 80045, USA
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McCollister KE, French MT, Pyne JM, Booth B, Rapp R, Carr C. The cost of treating addiction from the client's perspective: results from a multi-modality application of the Client DATCAP. Drug Alcohol Depend 2009; 104:241-8. [PMID: 19574000 PMCID: PMC2737263 DOI: 10.1016/j.drugalcdep.2009.05.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2008] [Revised: 05/10/2009] [Accepted: 05/11/2009] [Indexed: 10/20/2022]
Abstract
There is a considerable disparity between the number of individuals who need substance abuse treatment and the number who actually receive it. This is partly due to the fact that many individuals with substance use disorders do not perceive a need for formal treatment. Another contributing factor, however, is a discrepancy between the real and perceived cost of services. Although many cost evaluations of substance abuse treatment have been conducted from the treatment provider perspective, less is known about the client-specific costs of attending treatment (e.g., lost work and leisure time, transportation, out-of-pocket and in-kind payments). Concerns about financial and other barriers to participating in treatment have encouraged addiction researchers to more carefully consider these previously unmeasured costs. To address this information gap, we administered the Client Drug Abuse Treatment Cost Analysis Program (Client DATCAP) to 302 clients (representing a total of 302 outpatient and 142 inpatient treatment episodes) as part of a larger study examining the cost-effectiveness of interventions designed to improve treatment linkage and engagement in Dayton, Ohio. The value of a client's time accounted for the largest component of total cost (more than 59%). The cost per visit for outpatient clients ranged from $19 for outpatient methadone to $38 for intensive outpatient/aftercare treatment. The average cost per day of treatment for inpatient clients was $235. Policy makers and treatment providers now have a broader view of the opportunity cost of addiction treatment and can use this information to support initiatives for improved treatment access and delivery.
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Affiliation(s)
- Kathryn E McCollister
- Department of Epidemiology and Public Health, University of Miami Miller School of Medicine, Clinical Research Building, Room 1051 (R-669), Miami, FL 33136, USA.
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