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Zastepa E, Sun JC, Clune J, Mathew N. Adaptation of contingency management for stimulant use disorder during the COVID-19 pandemic. J Subst Abuse Treat 2020; 118:108102. [PMID: 32854983 PMCID: PMC7417964 DOI: 10.1016/j.jsat.2020.108102] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/21/2020] [Accepted: 08/05/2020] [Indexed: 12/24/2022]
Abstract
The current coronavirus disease (COVID-19) pandemic has rapidly spread across the world. Individuals with stimulant use disorder are a vulnerable population, who are particularly at risk of negative outcomes during this pandemic due to several risk factors, including mental and physical comorbidities, weakened immune responses, high-risk behaviors, and barriers to healthcare access. Engaging patients with stimulant use disorder in regular treatment has become even more difficult during this pandemic, which has resulted in many cuts to addiction treatment programs. The most effective treatment options for stimulant use disorder are psychosocial interventions, which rely heavily on in-person interactions, posing an added challenge during physical distancing. In particular, contingency management (CM) is a behavioral therapy that utilizes tangible reinforcements to incentivize targeted behavior changes, and is an effective treatment intervention used for stimulant use disorder. This paper highlights the treatment challenges for individuals with stimulant use disorder and the importance of adapting CM programs during COVID-19. We present strategies for how CM can be adapted and its role expanded in a safe way during the COVID-19 pandemic to help prevent infection spread, stimulant use relapse, and worsened psychosocial consequences. Stimulant users face increased risk of relapse and infection during a pandemic. Contingency management is an effective treatment for stimulant use disorder. Contingency management can be adapted to mitigate negative outcomes of COVID-19.
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Affiliation(s)
- Evelyn Zastepa
- Faculty of Medicine, University of British Columbia, Department of Psychiatry, 2255 Wesbrook Mall, Vancouver, BC V6T 2A1, Canada.
| | - Jane C Sun
- Provincial Health Services Authority, British Columbia Mental Health and Substance Use Services, 4949 Heather St, Vancouver, BC V5Z 3L7, Canada.
| | - Jennifer Clune
- Faculty of Medicine, University of British Columbia, Department of Psychiatry, 2255 Wesbrook Mall, Vancouver, BC V6T 2A1, Canada.
| | - Nickie Mathew
- Faculty of Medicine, University of British Columbia, Department of Psychiatry, 2255 Wesbrook Mall, Vancouver, BC V6T 2A1, Canada; Burnaby Centre for Mental Health and Addiction, 3405 Willingdon Ave, Burnaby, BC V5G 3H4, Canada.
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Variable Magnitude and Frequency Financial Reinforcement is Effective at Increasing Adults' Free-Living Physical Activity. Perspect Behav Sci 2020; 43:515-538. [PMID: 33029578 DOI: 10.1007/s40614-019-00241-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Financial rewards can increase health behaviors, but little research has quantified the effects of different reinforcement schedules on this process. This analysis compares the average moderate-to-vigorous physical activity (MVPA) associated with six distinct positive reinforcement schedules implemented within a physical activity promotion clinical trial. In this trial, participants (N = 512) wore an accelerometer for 1 year and were prescribed one of two types of MVPA goals: a static 30-min goal or an adaptive goal based on the MVPA produced over the previous 9 days. As participants met goals, they transitioned through a sequence of reinforcement stages, beginning with a continuous-fixed magnitude (CRF-FM), then CRF-variable magnitude (CRF-VM), followed by a series of variable ratio-VM (VR-VM) schedules. The average accumulation of MVPA bouts over the last 24 days of each stage was compared to each other. Average MVPA during stage transitions was also examined. The results indicated that immediate reinforcement resulted in more MVPA relative to a comparison group and that the relative effectiveness of adaptive versus static goals was dependent on the magnitude of daily MVPA goals. Schedule effects were qualitatively different for individuals who frequently met their daily goals (Large Intervention Effect subgroup) versus those who did not (Small Intervention Effect subgroup). For the Large Intervention Effect group, the CRF-VM schedule produced the most MVPA, in particular within the adaptive goal condition, with increases observed immediately upon encountering this schedule. In contrast, the CRF-FM schedule produced small amounts of MVPA. This pattern was reversed for the Small Intervention Effect subgroup, where the most MVPA was associated with the CRF-FM stage. Future interventions should focus on discriminating small versus large intervention effects as quickly as possible so that the optimal reinforcement schedule can be used.
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Bahji A. Methamphetamine-Related Emergency Department Visits Requiring Psychiatric Admission: A Retrospective Cohort Study. Int J Ment Health Addict 2020. [DOI: 10.1007/s11469-020-00230-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Oluwoye O, Kriegel L, Alcover KC, McPherson S, McDonell MG, Roll JM. The dissemination and implementation of contingency management for substance use disorders: A systematic review. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2020; 34:99-110. [PMID: 31259569 PMCID: PMC6938576 DOI: 10.1037/adb0000487] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Contingency management is one of the most effective behavioral interventions for substance use. However, the implementation of contingency management has not been as widespread as might be expected given its efficacy. This review summarizes literature that examines the dissemination and implementation of contingency management for substance use in community (e.g., specialized substance use treatment) and clinical (e.g., primary care) settings. A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Databases including Google Scholar, World of Knowledge, PsycINFO, and PubMed were searched. Search results yielded 100 articles and after the screening of titles and abstracts 44 were identified. Full-text articles were examined for eligibility and yielded 24 articles that were included in this review. Of the 24 articles included in the review, the majority (n = 11) focused on implementing contingency management in methadone clinics and opioid treatment programs. Training methods, implementation strategies, fidelity assessments, and attitudes toward the implementation of contingency management are discussed in greater detail. These findings highlight the importance of organizational input and ongoing supervision and consultation, and the need for additional research that is guided by theoretical frameworks and use rigorous study designs. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Oladunni Oluwoye
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Liat Kriegel
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Karl C Alcover
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Sterling McPherson
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - Michael G McDonell
- Elson S. Floyd College of Medicine, Washington State University, Spokane
| | - John M Roll
- Elson S. Floyd College of Medicine, Washington State University, Spokane
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Rush CR, Strickland JC, Pike E, Studts CR, Stoops WW. Inhibitory-control training for cocaine use disorder and contingency management for clinic attendance: A randomized pilot study of feasibility, acceptability and initial efficacy. Drug Alcohol Depend 2019; 207:107803. [PMID: 31864166 PMCID: PMC6953399 DOI: 10.1016/j.drugalcdep.2019.107803] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 11/29/2019] [Accepted: 12/07/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Cocaine abusers have impaired inhibitory Cocaine use is associated with impaired inhibitory control. This study determined the feasibility, acceptability, and initial efficacy of inhibitory-control training to cocaine or neutral images in cocaine use disorder patients. METHODS Participants were randomly assigned to inhibitory-control training to cocaine (N = 20) or neutral (N = 20) images. Feasibility was assessed by percent of patients eligible for participation after a behavioral qualification session, time-to-target enrollment, percent of clinic visits attended, percent of participants who completed 80 % or more training sessions, and percent of follow-up visits attended. Acceptability was determined using a Treatment Acceptability Questionnaire. Initial efficacy was determined during training and a follow-up phase with urine samples tested qualitatively and quantitatively for cocaine. Participants in both conditions received monetary incentives delivered on an escalating schedule for clinic attendance. RESULTS The groups were well matched and no differences on demographic or substance use variables were observed. Attendance was stable during the treatment period with high overall attendance in both groups (average sessions attended: cocaine image group = 97 %; neutral image group = 90 %). No group differences were observed in the percentage of follow-up sessions attended (95 % for the cocaine-image group; 88 % of neutral-image group). Ratings on the Treatment Acceptability Questionnaire were high (i.e., mean scores ≥ 80 for all items rated on 101-unit visual analog scales). Participants in the cocaine- and neutral-image conditions did not differ significantly in terms of cocaine use during the training nor follow-up phase. Inhibitory-control training improved stop signal performance but not delay discounting. CONCLUSION The procedures were feasible and acceptable. Inhibitory-control training to cocaine images did not reduce cocaine use relative to the neutral image training condition. The inability to detect significant differences in cocaine use across the groups is not surprising given the small sample size. More research is needed to determine the utility of inhibitory-control training for cocaine use disorder. Future trials should determine whether inhibitory-control training to cocaine images augments the efficacy of other behavioral interventions.
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Affiliation(s)
- Craig R. Rush
- Department of Behavioral Science, University of Kentucky, College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building Room 140, Lexington, KY 40536, USA,Department of Psychology, University of Kentucky, College of Arts and Sciences, 171 Funkhouser Drive, Lexington, KY 40506, USA,Department of Psychiatry, University of Kentuck,y College of Medicine, 3470 Blazer Parkway, Lexington, KY 40509, USA,Correspondence concerning this article should be addressed to: Craig R. Rush, PhD, Medical Behavioral Science Building, Lexington, KY 40536-0086, , Phone: 859-323-6130, Facsimile: 859-257-7684s
| | - Justin C. Strickland
- Department of Psychology, University of Kentucky, College of Arts and Sciences, 171 Funkhouser Drive, Lexington, KY 40506, USA
| | - Erika Pike
- Department of Behavioral Science, University of Kentucky, College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building Room 140, Lexington, KY 40536, USA
| | - Christina R. Studts
- Department of Health, Behavior & Society, College of Public Health, University of Kentucky, Lexington, KY USA
| | - William W. Stoops
- Department of Behavioral Science, University of Kentucky, College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building Room 140, Lexington, KY 40536, USA,Department of Psychology, University of Kentucky, College of Arts and Sciences, 171 Funkhouser Drive, Lexington, KY 40506, USA,Department of Psychiatry, University of Kentuck,y College of Medicine, 3470 Blazer Parkway, Lexington, KY 40509, USA,Center on Drug and Alcohol Research, University of Kentucky College of Medicine, 845 Angliana Ave, Lexington, KY 40508, USA
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Desrosiers JJ, Tchiloemba B, Boyadjieva R, Jutras-Aswad D. Implementation of a contingency approach for people with co-occurring substance use and psychiatric disorders: Acceptability and feasibility pilot study. Addict Behav Rep 2019; 10:100223. [PMID: 31828202 PMCID: PMC6889619 DOI: 10.1016/j.abrep.2019.100223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 09/11/2019] [Accepted: 09/21/2019] [Indexed: 11/17/2022] Open
Abstract
Introduction The prevalence of co-occurrent substance use and psychiatric disorders is high. Contingency-based interventions have been shown to be effective in promoting adherence to treatment for people with substance use disorders but are among the least used evidence-based interventions for clients with comorbid psychiatric disorders, related to acceptability issues. Objective The present implementation study aims to evaluate the acceptability and feasibility of a contingency approach in co-occurring disorders specialized treatment services. Methodology Focus groups were conducted with health professionals and service users recruited from a specialized co-occurring disorder program (COD). Pre-intervention focus groups were conducted to select preferred modalities to implement the program. Post-intervention focus groups were conducted to document the satisfaction and benefits of the intervention. Throughout the study, program monitoring was conducted systematically to determine the gaps between planned and actual interventions. Results Both health professionals consulted and service users agreed that the contingency approach could be integrated within usual co-occurring disorders treatment. In general, patients more readily accepted the contingency approach than health professionals. The higher functioning level group reported several benefits from the approach and implementation in its group sessions went as planned. Contingency approach was described by all participants as consistent with general treatment goals and led to patient's awareness about their group attendance. Conclusion This study highlights several challenges related to the implementation of a contingency approach. It also suggests that implementation of this approach could benefit from taking into account the needs and perspectives of service users.
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Affiliation(s)
| | - Bianief Tchiloemba
- Research Center of the Montreal University Hospital Center (CRCHUM), Montreal, Quebec, Canada
| | - Rositsa Boyadjieva
- Research Center of the Montreal University Hospital Center (CRCHUM), Montreal, Quebec, Canada
| | - Didier Jutras-Aswad
- Research Center of the Montreal University Hospital Center (CRCHUM), Montreal, Quebec, Canada
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Tsui JI, Mayfield J, Speaker EC, Yakup S, Ries R, Funai H, Leroux BG, Merrill JO. Association between methamphetamine use and retention among patients with opioid use disorders treated with buprenorphine. J Subst Abuse Treat 2019; 109:80-85. [PMID: 31810594 DOI: 10.1016/j.jsat.2019.10.005] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 08/02/2019] [Accepted: 10/25/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUND Methamphetamine use is increasing in parts of the U.S., yet its impact on treatment for opioid use disorder is relatively unknown. METHODS The study utilized data on adult patients receiving buprenorphine from Washington State Medication Assisted Treatment-Prescription Drug and Opioid Addiction program clinics between November 1, 2015 and April 31, 2018. Past 30-day substance use data were collected at baseline and 6-months, as well as date of program discharge. Cox proportional hazards regression was used to estimate the relative hazards for treatment discharge comparing methamphetamine users at baseline with non-users, adjusting for site, time period, age, gender, race, ethnicity, and education. For a subset of patients with data, we describe the proportion of individuals reporting methamphetamine use at baseline versus 6-months. RESULTS The sample included 799 patients, of which 237 (30%) reported using methamphetamine in the past 30 days; of those, 156 (66%) reported 1-10 days of use, 46 (19%) reported 11-20 days of use, and 35 (15%) reported 21-30 days of use. Baseline methamphetamine use was associated with more than twice the relative hazards for discharge in adjusted models (aHR = 2.39; 95% CI: 1.94-2.93). In the sub-sample with data (n = 516), there was an absolute reduction of 15% in methamphetamine use: 135 (26%) reported use at baseline versus 57 (11%) at follow-up. CONCLUSIONS In summary, this study found that patients who concurrently used methamphetamine were less likely to be retained in buprenorphine treatment compared to non-users. For persons who were retained, however, methamphetamine use decreased over time.
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Affiliation(s)
- Judith I Tsui
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA.
| | - Jim Mayfield
- Washington State Department of Social and Health Services, Olympia, WA, USA
| | | | - Sawir Yakup
- Washington State Department of Social and Health Services, Olympia, WA, USA
| | - Richard Ries
- Department of Psychiatry, University of Washington School of Medicine, Seattle, WA, USA
| | - Harvey Funai
- Washington State Health Care Authority, Olympia, WA
| | - Brian G Leroux
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Joseph O Merrill
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
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Dallery J, Raiff BR, Grabinski MJ, Marsch LA. Technology-Based Contingency Management in the Treatment of Substance-Use Disorders. Perspect Behav Sci 2019; 42:445-464. [PMID: 31976444 PMCID: PMC6768925 DOI: 10.1007/s40614-019-00214-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Contingency management is one of the most efficacious interventions to promote drug abstinence. Contingency management has traditionally been delivered in person so that clinicians could confirm drug abstinence and provide access to additional therapeutic services. Now, new technologies not only permit remote confirmation of abstinence, but also remote delivery of incentives. We discuss several technology-based tools to assess substance use, and new ways to deliver contingency management to promote tobacco, alcohol, and cannabis abstinence. These new tools have the potential to dramatically increase access while maintaining high levels of treatment fidelity. Technology-based methods also allow arranging group contingencies that harness online communities, and they permit targeting multiple health-risk behaviors with a combination of sensor-based technologies. Overall, there are unprecedented opportunities to link technology with contingency management to promote drug abstinence.
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Affiliation(s)
- Jesse Dallery
- Department of Psychology, University of Florida, PO Box 112250, Gainesville, FL 32611 USA
| | | | | | - Lisa A. Marsch
- The Geisel School of Medicine, Dartmouth College, Hanover, NH USA
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Grimm JW, Hyde J, Glueck E, North K, Ginder D, Jiganti K, Hopkins M, Sauter F, MacDougall D, Hovander D. Examining persistence of acute environmental enrichment-induced anti-sucrose craving effects in rats. Appetite 2019; 139:50-58. [PMID: 31002852 PMCID: PMC6556147 DOI: 10.1016/j.appet.2019.03.037] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/29/2019] [Accepted: 03/31/2019] [Indexed: 10/27/2022]
Abstract
A single, overnight (acute) environmental enrichment (EE; a large environment with conspecifics and novel objects) experience robustly decreases sucrose consumption (taking) and responsiveness to sucrose-paired cues (seeking) in rats. Persisting effects of acute EE on sucrose seeking and taking have not yet been identified. In the present study, rats were trained to self-administer a 10% sucrose solution paired with a compound tone + light stimulus for 10 days in 2-h sessions. We then examined the persistence of acute EE effects at reducing sucrose seeking and taking in a 12-h test immediately following acute EE (Exp. 1), or for 7 days with daily 1-h tests immediately following acute EE, or after a 24-h delay (Exp. 2). We also examined the persistence of acute EE effects on sucrose taking in rats responding on a PR schedule in 7 daily sessions following acute EE (Exp. 3). We found that acute EE was effective at reducing responding for both sucrose and a sucrose-paired cue, persisting throughout the 12-h test (Exp. 1). A reduction in sucrose seeking persisted for 24 h and a reduction in sucrose taking persisted for 72 h following acute EE plus a 24-h delay prior to testing (Exp. 2). Decreased PR responding for sucrose was observed following acute EE; this reduction persisted for 48 h (Exp. 3). These findings indicate that acute exposure to EE has persisting effects at reducing sucrose seeking and taking in rats. Acute EE may have translational value as a non-pharmacological intervention to curb sucrose craving.
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Affiliation(s)
- Jeffrey W Grimm
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA.
| | - Jeff Hyde
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Edwin Glueck
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Katherine North
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Darren Ginder
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Kyle Jiganti
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Madeleine Hopkins
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Frances Sauter
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Derek MacDougall
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
| | - Dan Hovander
- Department of Psychology and Program in Behavioral Neuroscience, Western Washington University, Bellingham, WA, 98225-9172, USA
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Simpson KJ, Moran MT, Foster ML, Shah DT, Chung DY, Nichols SD, McCall KL, Piper BJ. Descriptive, observational study of pharmaceutical and non-pharmaceutical arrests, use, and overdoses in Maine. BMJ Open 2019; 9:e027117. [PMID: 31036710 PMCID: PMC6501962 DOI: 10.1136/bmjopen-2018-027117] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVES The Maine Diversion Alert Program grants healthcare providers access to law enforcement data on drug charges. The objectives of this report were to analyse variations in drug charges by demographics and examine recent trends in arrests, prescriptions of controlled substances and overdoses. DESIGN Observational. SETTING Arrests, controlled prescription medication distribution and overdoses in Maine. PARTICIPANTS Drug arrestees (n=1272) and decedents (n=2432). PRIMARY OUTCOME MEASURES Arrestees were analysed by sex and age. Substances involved in arrests were reported by schedule (I-V or non-controlled prescription) and into opioids, stimulants or other classes. Controlled substances reported to the Drug Enforcement Administration (2007-2017) were evaluated. Drug-induced deaths (2007-2017) reported to the medical examiner were examined by the substance(s) identified. RESULTS Males were more commonly arrested for stimulants and schedule II substances. More than two-thirds of arrests involved individuals under the age of 40. Individuals age >60 were elevated for oxycodone arrests. Over three-fifths (63.38%) of arrests involved schedule II-IV substances. Opioids accounted for almost half (44.6%) of arrests followed by stimulants (32.5%) and sedatives (9.1%). Arrests involving buprenorphine exceeded those for oxycodone, hydrocodone, methadone, tramadol and morphine, combined. Prescriptions for hydrocodone (-56.0%) and oxycodone (-46.9%) declined while buprenorphine increased (+58.1%) between 2012 and 2017. Deaths from 2007 to 2017 tripled. Acetylfentanyl and furanylfentanyl were the most common fentanyl analogues identified. CONCLUSIONS Although the overall profile of those arrested for drug crimes in 2017 involve males, age <40 and heroin, exceptions (oxycodone for older adults) were observed. Most prescription opioids are decreasing while deaths involving opioids continue to increase in Maine.
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Affiliation(s)
- Kevin J Simpson
- Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Matthew T Moran
- Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | | | - Dipam T Shah
- Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Daniel Y Chung
- Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | | | - Kenneth L McCall
- Pharmacy Practice, University of New England College of Pharmacy, Portland, Maine, USA
| | - Brian J Piper
- Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
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