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Lape EC, Powers JM, LaRowe LR, Ditre JW. Initial validation of the expectancies for Benzodiazepine Analgesia Scale. Exp Clin Psychopharmacol 2024; 32:369-378. [PMID: 38010761 PMCID: PMC11098706 DOI: 10.1037/pha0000692] [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: 11/29/2023]
Abstract
Chronic pain populations exhibit greater prevalence of benzodiazepine (BZD) prescription (vs. the general population) and greater likelihood of BZD use not as prescribed and dependence symptoms. Individuals report taking BZDs for pain relief, potentially contributing to maintenance/escalation of BZD use and hazardous couse with prescription opioids. Identifying cognitive factors underlying pain-BZD use relations represents a critical step toward understanding the role of pain in BZD use trajectories. Outcome expectancies for substance-related analgesia have been implicated in pain-substance use comorbidity (e.g., alcohol), and there is reason to believe these processes may extend to BZD use. The present study aimed to examine psychometric properties of a newly adapted Expectancies for Benzodiazepine Analgesia (EBA) scale and probe associations between EBA scores and prescription opioid use behaviors. Participants were 306 adults (38.9% females) endorsing chronic pain and current BZD prescription who completed an online survey. Results provided initial support for psychometric validity of the EBA: evidence of single-factor structure with good model fit (Bollen-Stine bootstrap p = .101), excellent internal consistency (α = .93), and evidence of concurrent validity via correlations with pain variables, likelihood of BZD use not as prescribed, BZD dependence symptoms, and self-reported BZD use for pain relief. Exploratory findings among participants prescribed opioids indicated positive covariation between EBA scores and behaviors associated with higher risk opioid use. This is, to our knowledge, the first study to assess analgesia expectancies for BZD use. BZD analgesic expectancies warrant further study as a treatment target in comorbid pain and BZD use. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Emma C. Lape
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY 13244, United States
| | - Jessica M. Powers
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, 625 North Michigan Avenue, 21st Floor, Chicago, IL 60611, United States
| | - Lisa R. LaRowe
- Mongan Institute Center for Aging and Serious Illness, Massachusetts General Hospital, 100 Cambridge Street, Suite 1600, Boston, MA 02114, United States
| | - Joseph W. Ditre
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY 13244, United States
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2
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Simpson KA, Bolshakova M, Kirkpatrick MG, Davis JP, Cho J, Barrington-Trimis J, Kral AH, Bluthenthal RN. Characterizing Opioid Withdrawal Experiences and Consequences Among a Community Sample of People Who Use Opioids. Subst Use Misuse 2024; 59:886-894. [PMID: 38287506 PMCID: PMC11062512 DOI: 10.1080/10826084.2024.2306221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2024]
Abstract
BACKGROUND Opioid withdrawal symptoms are a highly salient and consequential health condition experienced by people who use opioids (PWUO). This study utilized qualitative interviews to explore opioid withdrawal experiences and consequences among PWUO in Los Angeles County, USA. METHODS Semi-structured qualitative interviews were conducted with 22 PWUO (aged 27-63 years) between May 2021 and May 2022. Participants self-reported opioid and injection drug use in the last 30 days. We employed an inductive thematic approach to systematically code and synthesize textual interview data. RESULTS Participants experienced withdrawal symptoms frequently, with many going to great lengths to avoid them. Withdrawal pain was described as incapacitating and interfered with PWUO's ability to sustain regular employment and ensure stable housing. Avoiding withdrawal was described as influential in driving decisions to continue using opioids. Mechanisms for managing withdrawal included using other substances to the point of sedation. PWUO who transitioned from heroin to fentanyl use revealed more frequent, painful, and faster onset of withdrawal symptoms. Adverse withdrawal experiences and fear of precipitated withdrawal from buprenorphine were barriers to treatment initiation and continuation. CONCLUSION Withdrawal symptoms among PWUO increase health risk. Improved strategies to treat opioid withdrawal are urgently needed. Solutions such as safe supply and intentional opioid withdrawal interventions (educational trainings, withdrawal comfort kits) are needed to improve withdrawal management and reduce opioid-related harm.
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Affiliation(s)
- Kelsey A. Simpson
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 9500, Gilman Drive, La Jolla, CA 92093
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
| | - Maria Bolshakova
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
| | - Matthew G. Kirkpatrick
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
| | - Jordan P. Davis
- University of Southern California Suzanne Dworak-Peck School of Social Work, 669 W 34th Street, Los Angeles, CA 90089
| | - Junhan Cho
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
| | - Jessica Barrington-Trimis
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
| | - Alex H. Kral
- Community Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA 94704
| | - Ricky N. Bluthenthal
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, 1845 N. Soto St. Los Angeles, CA 90033
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Kozak Z, Urquhart GJ, Rouhani S, Allen ST, Park JN, Sherman SG. Factors associated with daily use of benzodiazepines/tranquilizers and opioids among people who use drugs. Am J Addict 2024; 33:83-91. [PMID: 37717256 DOI: 10.1111/ajad.13483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 08/22/2023] [Accepted: 09/03/2023] [Indexed: 09/19/2023] Open
Abstract
BACKGROUND Co-use of benzodiazepines and opioids significantly increases fatal overdose risk, yet few studies have examined co-use of these drugs when obtained both with and without a prescription. We examined associations of daily co-use of prescribed benzodiazepines/tranquilizers (BZD/TRQ) and prescribed and nonprescribed opioids among people who use street opioids (PWUO). METHODS PWUO (N = 417) were recruited from Baltimore City and neighboring Anne Arundel County, Maryland, and surveyed on sociodemographic characteristics, structural vulnerabilities, healthcare access and utilization, substance use, and overdose experiences. Multivariable logistic regression was used to identify factors associated with self-reported co-use. RESULTS Participants were 46 years old on average, and predominantly Black (74%) males (62%). Daily co-use was reported by 22%. In multivariable analyses, odds of co-use were significantly higher among participants who did not have a high school degree/GED (adjusted odds ratio [aOR]: 1.71, 95% confidence interval [CI]: 1.02-2.88), endorsed receiving mental health treatment in the past 6 months (aOR: 2.13, 95% CI: 1.28-3.56), reported daily use of powdered cocaine (aOR: 3.57, 95% CI: 1.98-6.45), and synthetic cannabinoids (aOR: 3.11, 95% CI: 1.40-6.93). Odds of co-use were significantly lower among Black participants compared to white participants (aOR: 0.39, 95% CI: 0.19-0.82). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE Clinicians working with PWUO or who prescribe BZDs or opioids should screen patients who use cocaine or synthetic cannabinoids, have low level of educational attainment, or recently accessed mental health services, as these patients may be at higher risk for daily co-use of BZD/TRQ and opioids, and therefore lethal overdose.
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Affiliation(s)
- Zofia Kozak
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Glenna J Urquhart
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Saba Rouhani
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Epidemiology, New York University School of Global Public Health, New York, USA
| | - Sean T Allen
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ju N Park
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- The Warren Alpert Medical School, Brown University, Providence, USA
| | - Susan G Sherman
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Syrjanen R, Greene SL, Weber C, Smith JL, Hodgson SE, Abouchedid R, Gerostamoulos D, Maplesden J, Knott J, Hollerer H, Rotella JA, Graudins A, Schumann JL. Characteristics and time course of benzodiazepine-type new psychoactive substance detections in Australia: results from the Emerging Drugs Network of Australia - Victoria project 2020-2022. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 122:104245. [PMID: 37944339 DOI: 10.1016/j.drugpo.2023.104245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 09/28/2023] [Accepted: 10/20/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION The emergence of benzodiazepine-type new psychoactive substances (NPSs) are a growing international public health concern, with increasing detections in drug seizures and clinical and coronial casework. This study describes the patterns and nature of benzodiazepine-type NPS detections extracted from the Emerging Drugs Network of Australia - Victoria (EDNAV) project, to better characterise benzodiazepine-type NPS exposures within an Australian context. METHODS EDNAV is a state-wide illicit drug toxicosurveillance project collecting data from patients presenting to an emergency department with illicit drug-related toxicity. Patient blood samples were screened for illicit, pharmaceutical and NPSs utilising liquid chromatography-tandem mass spectrometry. Demographic, clinical, and analytical data was extracted from the centralised registry for cases with an analytical confirmation of a benzodiazepine-type NPS(s) between September 2020-August 2022. RESULTS A benzodiazepine-type NPS was detected in 16.5 % of the EDNAV cohort (n = 183/1112). Benzodiazepine-type NPS positive patients were predominately male (69.4 %, n = 127), with a median age of 24 (range 16-68) years. Twelve different benzodiazepine-type NPSs were detected over the two-year period, most commonly clonazolam (n = 82, 44.8 %), etizolam (n = 62, 33.9 %), clobromazolam (n = 43, 23.5 %), flualprazolam (n = 42, 23.0 %), and phenazepam (n = 31, 16.9 %). Two or more benzodiazepine-type NPSs were detected in 47.0 % of benzodiazepine-type NPS positive patients. No patient referenced the use of a benzodiazepine-type NPS by name or reported the possibility of heterogenous product content. CONCLUSION Non-prescription benzodiazepine use may be an emerging concern in Australia, particularly amongst young males. The large variety of benzodiazepine-type NPS combinations suggest that consumers may not be aware of product heterogeneity upon purchase or use. Continued monitoring efforts are paramount to inform harm reduction opportunities.
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Affiliation(s)
- Rebekka Syrjanen
- Monash University, Department of Forensic Medicine, Southbank, Victoria, Australia; Austin Health, Victorian Poisons Information Centre, Austin Hospital, Heidelberg, Victoria, Australia
| | - Shaun L Greene
- Austin Health, Victorian Poisons Information Centre, Austin Hospital, Heidelberg, Victoria, Australia; Austin Health, Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia; The University of Melbourne, Melbourne Medical School, Department of Critical Care, Parkville, Victoria, Australia.
| | - Courtney Weber
- Centre for Clinical Research in Emergency Medicine, Harry Perkins Institute of Medical Research, Perth, Australia; East Metropolitan Health Service, Department of Health, Perth, Australia
| | - Jennifer L Smith
- Centre for Clinical Research in Emergency Medicine, Harry Perkins Institute of Medical Research, Perth, Australia; East Metropolitan Health Service, Department of Health, Perth, Australia
| | - Sarah E Hodgson
- Austin Health, Victorian Poisons Information Centre, Austin Hospital, Heidelberg, Victoria, Australia; Austin Health, Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia
| | - Rachelle Abouchedid
- Austin Health, Victorian Poisons Information Centre, Austin Hospital, Heidelberg, Victoria, Australia; Bendigo Health, Emergency Department, Bendigo Hospital, Bendigo, Victoria, Australia
| | - Dimitri Gerostamoulos
- Monash University, Department of Forensic Medicine, Southbank, Victoria, Australia; Victorian Institute of Forensic Medicine, Toxicology Department, Southbank, Victoria, Australia
| | - Jacqueline Maplesden
- St Vincent's Hospital Melbourne, Emergency Department, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Jonathan Knott
- The University of Melbourne, Melbourne Medical School, Department of Critical Care, Parkville, Victoria, Australia; Melbourne Health, Emergency Department, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Hans Hollerer
- Western Health, Emergency Department, Footscray Hospital, Footscray, Victoria, Australia
| | - Joe-Anthony Rotella
- Austin Health, Victorian Poisons Information Centre, Austin Hospital, Heidelberg, Victoria, Australia; The University of Melbourne, Melbourne Medical School, Department of Critical Care, Parkville, Victoria, Australia; Northern Health, Emergency Department, The Northern Hospital, Epping, Victoria, Australia
| | - Andis Graudins
- Monash Health, Monash Toxicology Unit, Emergency Service, Dandenong Hospital, Dandenong, Victoria, Australia; Monash University, Department of Medicine, Clinical Sciences at Monash Health, FMNHS
| | - Jennifer L Schumann
- Monash University, Department of Forensic Medicine, Southbank, Victoria, Australia; Victorian Institute of Forensic Medicine, Toxicology Department, Southbank, Victoria, Australia; Monash University, Monash Addiction Research Centre, Frankston, Victoria, Australia
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Péter L, Paksi B, Magi A, Eisinger A, Kótyuk E, Czakó A, Griffiths MD, Demetrovics Z, Andó B. Severity of behavioral addiction symptoms among young adults using non-prescribed sedatives/hypnotics. Addict Behav Rep 2023; 17:100485. [PMID: 36941849 PMCID: PMC10024082 DOI: 10.1016/j.abrep.2023.100485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 02/23/2023] [Accepted: 02/27/2023] [Indexed: 03/09/2023] Open
Abstract
Introduction Young adulthood is considered a critical period in terms of non-medical use of sedatives/hypnotics (NMUSH) as well as different types of behavioral addictions (BAs). However, the relationship between these behaviors has received scarce attention among young adult samples. Therefore, the aim of the present study was to investigate the association between NMUSH and symptoms of distinct BAs among young adults. Materials and methods Analyses were conducted based on the data of two large sample studies (including a representative sample) carried out with young adult samples. The following BAs were assessed: problematic internet use, problematic video gaming, problematic social media use, problem gambling, exercise addiction, eating disorders, compulsive buying behavior, problematic mobile phone use, work addiction, and hair pulling. Symptoms of distinct BAs were analyzed in three groups formed based on the NMUSH: non-users, lifetime users, and current users. Results The symptoms of problematic internet use, problematic social media use, problem gambling, exercise addiction, eating disorders, compulsive buying behavior and work addiction were significantly more severe among lifetime and/or current non-medical sedative and hypnotic users, compared to the non-user participants. The symptoms of problematic mobile phone use were the most severe in the non-user group. Conclusions The results suggest co-occurrence between NMUSH and distinct BAs among young adults. These findings draw attention to the need for preventive interventions for this high-risk population.
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Key Words
- BA, behavioral addiction
- BLS, Budapest Longitudinal Study
- BWAS, Bergen Work Addiction Scale
- Behavioral addictions
- CUs, current users
- DSM‐IV‐MR‐J, Diagnostic Statistical Manual‐IV‐Adapted for Juveniles
- EAI, Exercise Addiction Inventory
- Hypnotics
- IGD, internet gaming disorder
- IGDT-10, Ten-Item Internet Gaming Disorder Test
- LUs, lifetime users
- MGH-HPS, Massachusetts General Hospital Hairpulling Scale
- NMUSH, non-medical use of sedatives/hypnotics
- NUs, non-users
- Non-medical prescription drug use
- PGA, Psychological and Genetic Factors of Addictive Behaviors Study
- PGSI, Problem Gambling Severity Index
- PIUQ, Problematic Internet Use Questionnaire
- PMPUQ-SV, Problematic Mobile Phone Use Questionnaire
- POGQ, Problematic Online Gaming Questionnaire
- RCBS, Richmond Compulsive Buying Scale
- Sedatives
- Young adults
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Affiliation(s)
- Lea Péter
- Department of Psychiatry, University of Szeged, 8-10 Korányi fasor, Szeged H-6720, Hungary
| | - Borbála Paksi
- Institute of Education, ELTE Eötvös Loránd University, 23-27 Kazinczy Street, Budapest H-1075, Hungary
| | - Anna Magi
- Doctoral School of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
| | - Andrea Eisinger
- Doctoral School of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
| | - Eszter Kótyuk
- Institute of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
| | - Andrea Czakó
- Institute of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Europa Point Campus, Gibraltar GX11 1AA, Gibraltar
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, 50 Shakespeare Street, NG1 4FQ Nottingham, United Kingdom
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, 46 Izabella Street, Budapest H-1064, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Europa Point Campus, Gibraltar GX11 1AA, Gibraltar
| | - Bálint Andó
- Department of Psychiatry, University of Szeged, 8-10 Korányi fasor, Szeged H-6720, Hungary
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Hughto JMW, Tapper A, Rapisarda SS, Stopka TJ, Palacios WR, Case P, Silcox J, Moyo P, Green TC. Drug use patterns and factors related to the use and discontinuation of medications for opioid use disorder in the age of fentanyl: findings from a mixed-methods study of people who use drugs. Subst Abuse Treat Prev Policy 2023; 18:30. [PMID: 37217975 DOI: 10.1186/s13011-023-00538-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 05/05/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Medications for opioid use disorder (MOUD; methadone, buprenorphine, naltrexone) are the most effective treatments for OUD, and MOUD is protective against fatal overdoses. However, continued illegal drug use can increase the risk of treatment discontinuation. Given the widespread presence of fentanyl in the drug supply, research is needed to understand who is at greatest risk for concurrent MOUD and drug use and the contexts shaping use and treatment discontinuation. METHODS From 2017 to 2020, Massachusetts residents with past-30-day illegal drug use completed surveys (N = 284) and interviews (N = 99) about MOUD and drug use. An age-adjusted multinomial logistic regression model tested associations between past-30-day drug use and MOUD use (current/past/never). Among those on methadone or buprenorphine (N = 108), multivariable logistic regression models examined the association between socio-demographics, MOUD type; and past-30-day use of heroin/fentanyl; crack; benzodiazepines; and pain medications. Qualitative interviews explored drivers of concurrent drug and MOUD use. RESULTS Most (79.9%) participants had used MOUD (38.7% currently; 41.2% past), and past 30-day drug use was high: 74.4% heroin/fentanyl; 51.4% crack cocaine; 31.3% benzodiazepines, and 18% pain medications. In exploring drug use by MOUD history, multinomial regression analyses found that crack use was positively associated with past and current MOUD use (outcome referent: never used MOUD); whereas benzodiazepine use was not associated with past MOUD use but was positively associated with current use. Conversely, pain medication use was associated with reduced odds of past and current MOUD use. Among those on methadone or buprenorphine, separate multivariable logistic regression models found that benzodiazepine and methadone use were positively associated with heroin/fentanyl use; living in a medium-sized city and sex work were positively associated with crack use; heroin/fentanyl use was positively associated with benzodiazepine use; and witnessing an overdose was inversely associated with pain medication use. Many participants qualitatively reported reducing illegal opioid use while on MOUD, yet inadequate dosage, trauma, psychological cravings, and environmental triggers drove their continued drug use, which increased their risk of treatment discontinuation and overdose. CONCLUSIONS Findings highlight variations in continued drug use by MOUD use history, reasons for concurrent use, and implications for MOUD treatment delivery and continuity.
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Affiliation(s)
- Jaclyn M W Hughto
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA.
- Department of Epidemiology, School of Public Health, Brown University School of Public Health, Providence, RI, USA.
- Center for Promotion and Health Equity, Brown University, Providence, RI, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
| | - Abigail Tapper
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
| | - Sabrina S Rapisarda
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- School of Criminology and Justice Studies, University of Massachusetts Lowell, Lowell, MA, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Wilson R Palacios
- School of Criminology and Justice Studies, University of Massachusetts Lowell, Lowell, MA, USA
| | - Patricia Case
- Bouve College of Health Sciences, Northeastern University, Boston, MA, USA
| | - Joseph Silcox
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- Department of Sociology, University of Massachusetts Boston, Boston, MA, USA
| | - Patience Moyo
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
- Center for Gerontology and Healthcare Research, Brown University, Providence, RI, USA
| | - Traci C Green
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- Division of General Internal Medicine Research, Department of Community Health, Warren Alpert School of Medicine, Providence, RI, USA
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van Draanen J, Jamula R, Karamouzian M, Mitra S, Richardson L. Pathways connecting socioeconomic marginalization and overdose: A qualitative narrative synthesis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 113:103971. [PMID: 36822011 DOI: 10.1016/j.drugpo.2023.103971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 01/30/2023] [Accepted: 02/01/2023] [Indexed: 02/25/2023]
Abstract
PURPOSE This qualitative narrative synthesis sought to identify pathways connecting socioeconomic marginalization (SEM) and overdose for people who use drugs. METHODS We included studies with qualitative examination of SEM and fatal and non-fatal overdose published in English between 2000 and 2021. Studies were systematically identified and screened by searching MEDLINE (Ovid), Embase (Ovid), PsycINFO (EBSCOhost), CINAHL (EBSCOhost), Google Scholar, Cochrane Central Registry of Controlled Trials (CENTRAL), and Cochrane Drug and Alcohol Group (CDAG) Specialized Registry, citations, and contacting experts. Risk of bias and quality assessments were performed using the Critical Appraisal Skills Programme checklist and the Confidence in the Evidence from Reviews of Qualitative Research approach. Data were synthesized using a thematic synthesis approach. RESULTS The primary search strategy found 5909 articles that met the initial screening criteria. The review and screening process led to a final dataset of 27 qualitative articles. The four key findings of this narrative synthesis revealed aspects of SEM which shaped drug poisoning risk for people who use drugs: (1) resource insufficiency, labor market exclusion and deindustrialization, (2) homelessness and housing, (3) policing, criminalization, and interactions with emergency services, and (4) gendered and racialized dimensions of inequality. Findings led to creating a typology that includes material, behavioral, psychological, social, and environmental pathways that contain multiple mechanisms connecting SEM to overdose. This review revealed reciprocal connections between overdose and SEM via institutional pathways with reinforcing mechanisms, and interrelationships present within and between pathways. Quality assessments indicated moderate confidence in three of four findings (Findings 2,3, and 4 above) and high confidence in one finding (Finding 1). CONCLUSION SEM is strongly linked to drug poisoning, and the mechanisms establishing these connections can be classified within four pathways. The interconnectedness of these mechanisms can lead to intensification of overdose risk and reinforcement of SEM itself.
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Affiliation(s)
- Jenna van Draanen
- BC Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; University of British Columbia, Faculty of Arts, Department of Sociology, 6303 NW Marine Drive, Vancouver, BC, V6T 1Z1, Canada; Department of Child, Family, and Population Health Nursing; School of Nursing; University of Washington, Seattle, WA, USA; Department of Health Systems and Population Health; School of Public Health; University of Washington, Seattle, WA, USA
| | - Ryan Jamula
- BC Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; University of British Columbia, Faculty of Arts, Department of Sociology, 6303 NW Marine Drive, Vancouver, BC, V6T 1Z1, Canada
| | - Mohammad Karamouzian
- BC Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; Brown School of Public Health, Brown University, 121 S Main St, Providence, RI, 02903, USA; HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, 7616913555, Iran; Centre On Drug Policy Evaluation, St. Michael's Hospital, Toronto, ON, Canada
| | - Sanjana Mitra
- BC Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; University of British Columbia, Interdisciplinary Studies Graduate Program, 270, 2357 Main Mall, H. R. MacMillan Building, Vancouver, BC, V6T 1Z4, Canada; Centre On Drug Policy Evaluation, St. Michael's Hospital, Toronto, ON, Canada
| | - Lindsey Richardson
- BC Centre on Substance Use, 400 - 1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; University of British Columbia, Faculty of Arts, Department of Sociology, 6303 NW Marine Drive, Vancouver, BC, V6T 1Z1, Canada.
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8
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Methods for Assessing Spillover in Network-Based Studies of HIV/AIDS Prevention among People Who Use Drugs. Pathogens 2023; 12:pathogens12020326. [PMID: 36839598 PMCID: PMC9967280 DOI: 10.3390/pathogens12020326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 02/03/2023] [Accepted: 02/08/2023] [Indexed: 02/17/2023] Open
Abstract
Human Immunodeficiency Virus (HIV) interventions among people who use drugs (PWUD) often have spillover, also known as interference or dissemination, which occurs when one participant's exposure affects another participant's outcome. PWUD are often members of networks defined by social, sexual, and drug-use partnerships and their receipt of interventions can affect other members in their network. For example, HIV interventions with possible spillover include educational training about HIV risk reduction, pre-exposure prophylaxis, or treatment as prevention. In turn, intervention effects frequently depend on the network structure, and intervention coverage levels and spillover can occur even if not measured in a study, possibly resulting in an underestimation of intervention effects. Recent methodological approaches were developed to assess spillover in the context of network-based studies. This tutorial provides an overview of different study designs for network-based studies and related methodological approaches for assessing spillover in each design. We also provide an overview of other important methodological issues in network studies, including causal influence in networks and missing data. Finally, we highlight applications of different designs and methods from studies of PWUD and conclude with an illustrative example from the Transmission Reduction Intervention Project (TRIP) in Athens, Greece.
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Greenwald MK, Moses TEH, Lundahl LH, Roehrs TA. Anhedonia modulates benzodiazepine and opioid demand among persons in treatment for opioid use disorder. Front Psychiatry 2023; 14:1103739. [PMID: 36741122 PMCID: PMC9892948 DOI: 10.3389/fpsyt.2023.1103739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/02/2023] [Indexed: 01/20/2023] Open
Abstract
Background Benzodiazepine (BZD) misuse is a significant public health problem, particularly in conjunction with opioid use, due to increased risks of overdose and death. One putative mechanism underlying BZD misuse is affective dysregulation, via exaggerated negative affect (e.g., anxiety, depression, stress-reactivity) and/or impaired positive affect (anhedonia). Similar to other misused substances, BZD consumption is sensitive to price and individual differences. Although purchase tasks and demand curve analysis can shed light on determinants of substance use, few studies have examined BZD demand, nor factors related to demand. Methods This ongoing study is examining simulated economic demand for alprazolam (among BZD lifetime misusers based on self-report and DSM-5 diagnosis; n = 23 total; 14 male, 9 female) and each participant's preferred-opioid/route using hypothetical purchase tasks among patients with opioid use disorder (n = 59 total; 38 male, 21 female) who are not clinically stable, i.e., defined as being early in treatment or in treatment longer but with recent substance use. Aims are to determine whether: (1) BZD misusers differ from never-misusers on preferred-opioid economic demand, affective dysregulation (using questionnaire and performance measures), insomnia/behavioral alertness, psychiatric diagnoses or medications, or urinalysis results; and (2) alprazolam demand among BZD misusers is related to affective dysregulation or other measures. Results Lifetime BZD misuse is significantly (p < 0.05) related to current major depressive disorder diagnosis, opioid-negative and methadone-negative urinalysis, higher trait anxiety, greater self-reported affective dysregulation, and younger age, but not preferred-opioid demand or insomnia/behavioral alertness. Alprazolam and opioid demand are each significantly positively related to higher anhedonia and, to a lesser extent, depression symptoms but no other measures of negative-affective dysregulation, psychiatric conditions or medications (including opioid agonist therapy or inpatient/outpatient treatment modality), or sleep-related problems. Conclusion Anhedonia (positive-affective deficit) robustly predicted increased BZD and opioid demand; these factors could modulate treatment response. Routine assessment and effective treatment of anhedonia in populations with concurrent opioid and sedative use disorder may improve treatment outcomes. Clinical trial registration https://clinicaltrials.gov/ct2/show/NCT03696017, identifier NCT03696017.
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Affiliation(s)
- Mark K. Greenwald
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Tabitha E. H. Moses
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Leslie H. Lundahl
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Timothy A. Roehrs
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
- Sleep Disorders Center, Henry Ford Health System, Detroit, MI, United States
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Jessell L, Mateu-Gelabert P, Guarino H, Fong C. Why Young Women Who Use Opioids Are at Risk for Rape: The Impact of Social Vulnerabilities and Sexually Coercive Drug Using Contexts. Violence Against Women 2022:10778012221137921. [PMID: 36537102 DOI: 10.1177/10778012221137921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
This study tests a theoretically informed model to understand why women who use opioids (WWUO) are at risk of rape while using drugs. Structured interviews were conducted with 168 WWUO. Three domains were hypothesized to increase risk: the sexually coercive context of drug use, women's social vulnerability, and drug use severity. Logistic regression examined the odds of being raped by domain. One-third of WWUO had been raped while using drugs. The sexually coercive context and social vulnerability domains significantly increased women's odds of being raped. Prevention efforts should target social and contextual factors.
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Affiliation(s)
- Lauren Jessell
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, USA
| | - Pedro Mateu-Gelabert
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, USA
| | - Honoria Guarino
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, USA
| | - Chunki Fong
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, USA
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11
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Mateu-Gelabert P, Sabounchi NS, Guarino H, Ciervo C, Joseph K, Eckhardt BJ, Fong C, Kapadia SN, Huang TTK. Hepatitis C virus risk among young people who inject drugs. Front Public Health 2022; 10:835836. [PMID: 35968435 PMCID: PMC9372473 DOI: 10.3389/fpubh.2022.835836] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 07/07/2022] [Indexed: 11/30/2022] Open
Abstract
Background Injection drug use (IDU) is the leading risk factor for hepatitis C virus (HCV) transmission in the U.S. While the general risk factors for HCV transmission are known, there is limited work on how these factors interact and impact young people who inject drugs (YPWID). Methods Project data were drawn from a study of 539 New York City (NYC) residents ages 18-29 who were recruited via Respondent-Driven Sampling and, reported past-month non-medical use of prescription opioids and/or heroin. Analyses are based on a subsample of 337 (62%) who reported injecting any drug in the past 12 months. All variables were assessed via self-report, except HCV status, which was established via rapid antibody testing. Integrating the observed statistical associations with extant literature on HCV risk, we also developed a qualitative system dynamics (SD) model to use as a supplemental data visualization tool to explore plausible pathways and interactions among key risk and protective factors for HCV. Results Results showed a 31% HCV antibody prevalence with an overall incidence of 10 per 100 person-years. HCV status was independently correlated with having shared cookers with two or more people (AOR = 2.17); injected drugs 4–6 years (AOR = 2.49) and 7 or more years (AOR = 4.95); lifetime homelessness (AOR = 2.52); and having been incarcerated two or more times (AOR = 1.99). These outcomes along with the extant literature on HCV risk were used to develop the qualitative SD model, which describes a causal hypothesis around non-linearities and feedback loop structures underlying the spread of HCV among YPWID. Conclusions Despite ongoing harm reduction efforts, close to a third of YPWID in the community sample have been exposed to HCV, have risks for injection drug use, and face challenges with structural factors that may be preventing adequate intervention. The qualitative SD model explores these issues and contributes to a better understanding of how these various risk factors interact and what policies could potentially be effective in reducing HCV infections.
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Affiliation(s)
- Pedro Mateu-Gelabert
- Department of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, United States
- *Correspondence: Pedro Mateu-Gelabert
| | - Nasim S. Sabounchi
- Department of Health Policy and Management, Center for Systems and Community Design (CSCD), CUNY Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Honoria Guarino
- Department of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, United States
| | - Courtney Ciervo
- Department of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, United States
| | - Kellie Joseph
- Department of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, United States
| | | | - Chunki Fong
- Department of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), New York, NY, United States
| | - Shashi N. Kapadia
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States
| | - Terry T. K. Huang
- Department of Health Policy and Management, Center for Systems and Community Design (CSCD), CUNY Graduate School of Public Health and Health Policy, New York, NY, United States
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12
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Bonnet U, McAnally HB. How prevalent and severe is addiction on GABAmimetic drugs in an elderly German general hospital population? Focus on gabapentinoids, benzodiazepines, and z-hypnotic drugs. Hum Psychopharmacol 2022; 37:e2822. [PMID: 34687489 DOI: 10.1002/hup.2822] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 09/29/2021] [Accepted: 10/07/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Gabapentinoids (GPT) are reported to be increasingly misused by opioid- and polydrug-users, but the addictive potential of GPT outside of these populations remains understudied. Investigations comparing GPT abuse and dependence liability to that of other commonly prescribed Central Nervous System-acting medications are therefore warranted. We provide a comparison of GPT-abuse/dependence to that of other GABAmimetics within an elderly population. DESIGN DSM-IV-TR-based data (previously prospectively collected by SKID-I-interview) from a random sample of elderly patients admitted to a metropolitan German general hospital were reviewed. The prevalence and severity of GPT, benzodiazepine (BDZ), and z-hypnotic drug (ZD)-abuse and -dependence were compared, stratified also by mono-substance (no concurrent current or previous substance use) and de novo-substance (first)-abuse and -dependence states. RESULTS Among 400 patients (75 ± 6.4 years old; 63% females), neither current nor past abuse of BDZ, ZD or GPT, nor other illicit substances was observed. Dependence upon BDZ, ZD or GPT was observed among 55 (13.75%) individuals. The related lifetime/12-month prevalence-rates were: dependence condition (BDZ: 7%/2.45%; ZD: 4.25%/4.25%; GPT: 2.75/2.5%); mono-dependence condition (BDZ: 2.25%/0.75%; ZD: 1%/1%, GPT: 0%/0%); de novo-dependence condition (BDZ: 2.75%/1.75%; ZD: 1%/1%, GPT: 0.5%/0.5%). Opioid analgesic-dependence (N = 43/400) was significantly more frequently linked with BDZ than with GPT (p < 0.01) [Correction added on 29 December 2021, after first online publication: In the sentence 'Opioid analgesic-dependence…', the term 'and ZD' has been deleted]. For all three GABAmimetic classes, most mono- and de novo-dependence states were mild-to-moderate and lasted 2-6 years (median). CONCLUSION GABAmimetic-dependence was usually mixed with other substance-dependences. Every third to fourth instance of BDZ- or ZD-dependence was a mono-dependence condition, while a pure GPT-dependence was absent in this elderly (and illicit substance-naïve) population.
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Affiliation(s)
- Udo Bonnet
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Castrop-Rauxel, Germany, Academic Teaching Hospital of the University of Duisburg-Essen, Essen, Germany.,Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Heath B McAnally
- Northern Anesthesia & Pain Medicine, LLC, Eagle River, Alaska, USA.,Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, Washington, USA
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Abstract
Benzodiazepine and related sedative use has been increasing. There has been a growing number of unregulated novel psychoactive substances, including designer benzodiazepines. Benzodiazepines have neurobiological and pharmacologic properties that result in a high potential for misuse and physical dependence. Options for discontinuing long-term benzodiazepine use include an outpatient benzodiazepine taper or inpatient withdrawal management at a hospital or detoxification facility. The quality of evidence on medications for benzodiazepine discontinuation is overall low, whereas cognitive behavioral therapy has shown the most benefit in terms of behavioral treatments. Benzodiazepines may also have significant adverse effects, increasing the risk of overdose and death.
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Affiliation(s)
- Linda Peng
- Department of Medicine, Division of General Internal Medicine and Geriatrics, Addiction Medicine Section, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail Code L475, Portland, Oregon 97239, USA.
| | - Kenneth L Morford
- Department of Internal Medicine, Section of General Internal Medicine, Program in Addiction Medicine, Yale School of Medicine, 367 Cedar Street, ES Harkness A, Room 417A, New Haven, Connecticut 06510, USA
| | - Ximena A Levander
- Department of Medicine, Division of General Internal Medicine and Geriatrics, Addiction Medicine Section, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail Code L475, Portland, Oregon 97239, USA. https://twitter.com/XimenaLevander
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Friedman SR, Mateu-Gelabert P, Nikolopoulos GK, Cerdá M, Rossi D, Jordan AE, Townsend T, Khan MR, Perlman DC. Big Events theory and measures may help explain emerging long-term effects of current crises. Glob Public Health 2021; 16:1167-1186. [PMID: 33843462 PMCID: PMC8338763 DOI: 10.1080/17441692.2021.1903528] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 02/25/2021] [Indexed: 12/17/2022]
Abstract
Big Events are periods during which abnormal large-scale events like war, economic collapse, revolts, or pandemics disrupt daily life and expectations about the future. They can lead to rapid change in health-related norms, beliefs, social networks and behavioural practices. The world is undergoing such Big Events through the interaction of COVID-19, a large economic downturn, massive social unrest in many countries, and ever-worsening effects of global climate change. Previous research, mainly on HIV/AIDS, suggests that the health effects of Big Events can be profound, but are contingent: Sometimes Big Events led to enormous outbreaks of HIV and associated diseases and conditions such as injection drug use, sex trading, and tuberculosis, but in other circumstances, Big Events did not do so. This paper discusses and presents hypotheses about pathways through which the current Big Events might lead to better or worse short and long term outcomes for various health conditions and diseases; considers how pre-existing societal conditions and changing 'pathway' variables can influence the impact of Big Events; discusses how to measure these pathways; and suggests ways in which research and surveillance might be conducted to improve human capacity to prevent or mitigate the effects of Big Events on human health.
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Affiliation(s)
| | - Pedro Mateu-Gelabert
- Graduate School of Public Health and Health Policy, City University of New York, New York, NY, USA
| | | | | | - Diana Rossi
- Intercambios Civil Association and University of Buenos Aires, Buenos Aires, Argentina
| | - Ashly E Jordan
- Graduate School of Public Health and Health Policy, City University of New York, New York, NY, USA
| | | | - Maria R Khan
- NYU Grossman School of Medicine, New York, NY, USA
| | - David C Perlman
- Mount Sinai Beth Israel and Center for Drug Use and HIV Research, New York, NY, USA
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15
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Xu KY, Borodovsky JT, Presnall N, Mintz CM, Hartz SM, Bierut LJ, Grucza RA. Association Between Benzodiazepine or Z-Drug Prescriptions and Drug-Related Poisonings Among Patients Receiving Buprenorphine Maintenance: A Case-Crossover Analysis. Am J Psychiatry 2021; 178:651-659. [PMID: 33653119 PMCID: PMC8286284 DOI: 10.1176/appi.ajp.2020.20081174] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Persons with opioid use disorder who take benzodiazepines are at high risk for overdose. The objective of this study was to evaluate the association of benzodiazepine and Z-drug use with drug-related poisonings among patients receiving buprenorphine maintenance treatment. METHODS A case-crossover study design was used to analyze prescription claims among persons ages 12-64 with opioid use disorder who had buprenorphine prescriptions and had claims data in the IBM MarketScan databases (2006-2016), encompassing 14,213,075 person-days of observation time for 23,036 individuals who experienced drug-related poisoning. The exposures were buprenorphine prescriptions and benzodiazepine or Z-drug prescriptions, standardized as daily diazepam-equivalent milligram doses and separated by pharmacologic properties (short-acting or long-acting benzodiazepines, Z-drugs). The outcome of interest was nonfatal drug-related poisoning. Conditional logistic regression was used to evaluate variation in benzodiazepine or Z-drug and buprenorphine use between poisoning and nonpoisoning days. RESULTS Buprenorphine treatment days were associated with a nearly 40% reduction in the risk of poisoning events (odds ratio=0.63, 95% CI=0.60, 0.66) compared with nontreatment days, whereas benzodiazepine or Z-drug treatment days were associated with an 88% increase in the risk of such events (95% CI=1.78, 1.98). In stratified analyses by dose, we observed a 78% (95% CI=1.67, 1.88) and 122% (95% CI=2.03, 2.43) increase in poisonings associated with low-dose and high-dose benzodiazepine or Z-drug treatment days, respectively. High-dose, but not low-dose, benzodiazepine or Z-drug treatment was associated with increased poisonings in combination with buprenorphine cotreatment (odds ratio=1.64, 95% CI=1.39, 1.93), but this was lower than the odds risk associated with benzodiazepine or Z-drug treatment in the absence of buprenorphine (low-dose: odds ratio=1.69, 95% CI=1.60, 1.79; high-dose: odds ratio=2.23, 95% CI=2.04, 2.45). CONCLUSIONS Increased risk of nonfatal drug-related poisoning is associated with benzodiazepine or Z-drug treatment in patients with opioid use disorder, but this risk is partially mitigated by buprenorphine treatment. Dose reduction of benzodiazepines or Z-drugs while maintaining buprenorphine treatment may provide the advantage of lowering drug-related poisoning risk.
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Affiliation(s)
- Kevin Y Xu
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Jacob T Borodovsky
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Ned Presnall
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Carrie M Mintz
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Sarah M Hartz
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Laura J Bierut
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Alvin J Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, MO
| | - Richard A Grucza
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Departments of Family and Community Medicine and Health and Outcomes Research, St. Louis University, St. Louis, MO
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16
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Zhao J, Kral AH, Simpson KA, Ceasar RC, Wenger LD, Kirkpatrick M, Bluthenthal RN. Factors associated with methamphetamine withdrawal symptoms among people who inject drugs. Drug Alcohol Depend 2021; 223:108702. [PMID: 33894459 DOI: 10.1016/j.drugalcdep.2021.108702] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/23/2021] [Accepted: 02/28/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Regular methamphetamine (MA) use can result in withdrawal syndrome characterized by fatigue, agitation, depression, and anxiety. No studies that we are aware of have examined the prevalence and predictors of MA withdrawal symptoms among people who inject drugs (PWID). METHODS PWID were recruited using targeted sampling methods in Los Angeles and San Francisco, California from 2016 to 2017. Survey questions included demographics, drug use, and MA withdrawal symptoms, frequency, and symptom severity. Participants who reported regular MA use (> 12 times in the last 30 days) were included in this analysis (N = 595). Multivariable regression models were developed to examine factors associated with any MA withdrawal, withdrawal frequency, symptom severity, and receptive syringe sharing. RESULTS MA withdrawal symptoms in the past 6 months were reported by 53 % of PWID, with 25 % reporting weekly withdrawal symptoms, and 20 % reporting very or extremely painful symptoms. In multivariable logistic regression, presence of any MA withdrawal symptoms was positively associated with more frequent MA use and non-injection tranquilizer use and inversely associated with crack cocaine use. Among those reporting any withdrawal, female sex was associated with more frequent withdrawal symptoms. Very or extremely painful withdrawal symptoms were associated with being in residential treatment. Receptive syringe sharing was associated with any MA withdrawal symptoms and weekly frequency of symptoms. CONCLUSION MA withdrawal symptoms are common among PWID and are associated with receptive syringe sharing. Strategies for implementing MA use treatment, safe supply programs, and syringe services programs targeting people who inject MA are indicated.
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Affiliation(s)
- Johnathan Zhao
- Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, United States
| | - Alex H Kral
- RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA, 94704, United States
| | - Kelsey A Simpson
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Rachel Carmen Ceasar
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Lynn D Wenger
- RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA, 94704, United States
| | - Matt Kirkpatrick
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Ricky N Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States.
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17
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Guarino H, Mateu-Gelabert P, Quinn K, Sirikantraporn S, Ruggles KV, Syckes C, Goodbody E, Jessell L, Friedman SR. Adverse Childhood Experiences Predict Early Initiation of Opioid Use Behaviors. FRONTIERS IN SOCIOLOGY 2021; 6:620395. [PMID: 34055961 PMCID: PMC8158934 DOI: 10.3389/fsoc.2021.620395] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 04/07/2021] [Indexed: 05/26/2023]
Abstract
Introduction: Although a substantial body of research documents a relationship between traumatic stress in childhood and the initiation of substance use later in the life course, only limited research has examined potential linkages between adverse childhood experiences (ACEs) and the initiation of non-medical prescription opioid use and other opioid use behaviors. The present study contributes to this growing body of work by investigating the association of childhood trauma with early initiation of a series of opioid use behaviors. Methods: New York City young adults (n = 539) ages 18-29 who reported non-medical use of prescription opioids or heroin use in the past 30 days were recruited using Respondent-Driven Sampling in 2014-16. Ten ACEs were assessed via self-report with the ACE Questionnaire. Associations between number of ACEs and self-reported ages of initiating seven opioid use behaviors (e.g., non-medical prescription opioid use, heroin use, heroin injection) were estimated with multivariable logistic regression. Results: Eighty nine percent of participants reported at least one ACE, and 46% reported four or more ACEs, a well-supported threshold indicating elevated risk for negative health consequences. Every increase of one trauma was associated with a 12-23% increase in odds of early initiation across the seven opioid use behaviors. Findings also document that the mean age at initiation increased with increasing risk severity across the behaviors, contributing to evidence of a trajectory from opioid pill misuse to opioid injection. Discussion: Increasing number of childhood traumas was associated with increased odds of earlier initiation of multiple opioid misuse behaviors. In light of prior research linking earlier initiation of substance use with increased substance use severity, present findings suggest the importance of ACEs as individual-level determinants of increased opioid use severity. Efforts to prevent onset and escalation of opioid use among at-risk youth may benefit from trauma prevention programs and trauma-focused screening and treatment, as well as increased attention to ameliorating upstream socio-structural drivers of childhood trauma.
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Affiliation(s)
- Honoria Guarino
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Pedro Mateu-Gelabert
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Kelly Quinn
- Department of Population Health, New York University (NYU) Grossman School of Medicine, New York, NY, United States
| | | | - Kelly V. Ruggles
- Division of Translational Medicine, Department of Medicine, New York University (NYU) Grossman School of Medicine, New York, NY, United States
| | | | - Elizabeth Goodbody
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Lauren Jessell
- Institute for Implementation Science in Population Health, City University of New York (CUNY) Graduate School of Public Health and Health Policy, New York, NY, United States
| | - Samuel R. Friedman
- Department of Population Health, New York University (NYU) Grossman School of Medicine, New York, NY, United States
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18
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Rodríguez-Espinosa S, Coloma-Carmona A, Pérez-Carbonell A, Román-Quiles JF, Carballo JL. Clinical and psychological factors associated with interdose opioid withdrawal in chronic pain population. J Subst Abuse Treat 2021; 129:108386. [PMID: 34080554 DOI: 10.1016/j.jsat.2021.108386] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/18/2021] [Accepted: 03/24/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND The DSM-5 diagnostic criteria for Prescription Opioid-Use Disorder (POUD) have undergone some significant changes. One of the most controversial changes has been the elimination of the withdrawal symptoms criterion when opioid use is under appropriate medical supervision. For this reason, the goal of this study was to analyze factors associated with opioid withdrawal in patients with chronic non-cancer pain (CNCP). METHODS This cross-sectional descriptive study involved 404 patients who use prescription opioids for long-term treatment (≥90 days) of CNCP. Measures included sociodemographic and clinical characteristics, POUD, withdrawal symptoms, craving, anxiety-depressive symptoms, and pain intensity and interference. RESULTS Forty-seven percent (n = 193) of the sample reported moderate-severe withdrawal symptoms, which were associated with lower age, higher daily morphine dose and duration of treatment with opioids, moderate-severe POUD, use of psychotropic drugs, higher anxiety-depressive symptoms, and greater pain intensity and interference (p < .05). Binary logistic regression analysis showed that moderate-severe POUD (OR = 2.82), anxiety (OR = 2.21), depression (OR = 1.81), higher pain interference (OR = 1.05), and longer duration of treatment with opioids were the strongest factors associated with moderate-severe withdrawal symptoms (p < .05). CONCLUSION Psychological factors seem to play a key role in the severity of withdrawal symptoms. Since greater intensity of these symptoms increases the risk of developing POUD, knowing the factors associated with withdrawal may be useful in developing preventive psychological interventions.
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Affiliation(s)
- Sara Rodríguez-Espinosa
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, 03202 Elche, Spain
| | - Ainhoa Coloma-Carmona
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, 03202 Elche, Spain
| | - Ana Pérez-Carbonell
- University General Hospital of Elche, Camino de la Almazara, 11, 03203 Elche, Spain
| | - José F Román-Quiles
- University General Hospital of Elche, Camino de la Almazara, 11, 03203 Elche, Spain
| | - José L Carballo
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, 03202 Elche, Spain.
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Carrasco-Garrido P, Jiménez-Trujillo I, Hernández-Barrera V, Lima Florencio L, Palacios-Ceña D. Patterns of non-medical use of benzodiazepines and Z-Drugs among adolescents and young adults: gender differences and related factors. JOURNAL OF SUBSTANCE USE 2021. [DOI: 10.1080/14659891.2020.1800846] [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)
- Pilar Carrasco-Garrido
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Madrid, Spain
| | - Isabel Jiménez-Trujillo
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Madrid, Spain
| | - Valentín Hernández-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Madrid, Spain
| | - Lidiane Lima Florencio
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos, Madrid, Spain
| | - Domingo Palacios-Ceña
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos, Madrid, Spain
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20
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Kim D, Gile KJ, Guarino H, Mateu‐Gelabert P. Inferring bivariate association from respondent‐driven sampling data. J R Stat Soc Ser C Appl Stat 2021. [DOI: 10.1111/rssc.12465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Dongah Kim
- Department of Mathematics and Statistics University of Massachusetts Amherst MA USA
| | - Krista J. Gile
- Department of Mathematics and Statistics University of Massachusetts Amherst MA USA
| | - Honoria Guarino
- Graduate School of Public Health and Health Policy The City University of New York New York NY USA
| | - Pedro Mateu‐Gelabert
- Graduate School of Public Health and Health Policy The City University of New York New York NY USA
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21
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Kapadia SN, Katzman C, Fong C, Eckhardt BJ, Guarino H, Mateu-Gelabert P. Hepatitis C testing and treatment uptake among young people who use opioids in New York City: A cross-sectional study. J Viral Hepat 2021; 28:326-333. [PMID: 33141503 PMCID: PMC8207521 DOI: 10.1111/jvh.13437] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 09/22/2020] [Accepted: 10/23/2020] [Indexed: 12/16/2022]
Abstract
Young people who use drugs have a rising hepatitis C (HCV) incidence in the United States, but they may face barriers to testing and treatment adoption due to stigma. We conducted a cross-sectional study of New York City residents aged 18-29 years who reported non-medical prescription opioid and/or heroin use in the past 30 days. Participants were recruited from the community between 2014-2016 via respondent-driven sampling. Participants completed an in-person structured survey that included questions about HCV testing and treatment and received HCV antibody testing. There were 539 respondents: 353 people who inject drugs (PWID) and 186 non-PWID. For PWID, median age was 25 years, 65% were male and 73% non-Hispanic White. For non-PWID, median age was 23 years, 73% were male and 39% non-Hispanic White. 20% of PWID and 54% of non-PWID had never been tested for HCV (P < .001). Years since first injection (aOR 1.16, CI: 1.02-1.32, P = .02) and history of substance use treatment (aOR 3.17, CI: 1.53-6.61, P = .02) were associated with prior testing among PWID. The seroprevalence of HCV among PWID was 25%, adjusted for sampling weights. Of the 75 who were aware of their HCV-positive status, 53% had received HCV-related medical care, and 28% had initiated treatment. HCV prevalence among young PWID is high, and many have never been tested. Injection experience and treatment engagement is associated with testing. Interventions to increase testing earlier in injection careers, and to improve linkage to HCV treatment, will be critical for young PWID.
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Affiliation(s)
- Shashi N Kapadia
- Division of Infectious Diseases, Weill Cornell Medicine, New York, NY, USA
| | - Caroline Katzman
- Department of Medicine, New York University School of Medicine, New York, NY, USA
| | - Chunki Fong
- Institute for Implementation Science in Population Health, City University of New York Graduate School of Public Health & Health Policy, New York, NY, USA
| | - Benjamin J Eckhardt
- Department of Medicine, New York University School of Medicine, New York, NY, USA
| | - Honoria Guarino
- Institute for Implementation Science in Population Health, City University of New York Graduate School of Public Health & Health Policy, New York, NY, USA
| | - Pedro Mateu-Gelabert
- Department of Community Health and Social Sciences, City University of New York Graduate School of Public Health & Health Policy, New York, NY, USA
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Tobias S, Shapiro AM, Grant CJ, Patel P, Lysyshyn M, Ti L. Drug checking identifies counterfeit alprazolam tablets. Drug Alcohol Depend 2021; 218:108300. [PMID: 33127185 DOI: 10.1016/j.drugalcdep.2020.108300] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 09/10/2020] [Accepted: 09/15/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Non-prescribed benzodiazepine use is increasing in North America, especially among youth. Owing to increasing demand, counterfeit benzodiazepine tablets are mass-produced in clandestine, unregulated environments and sold as legitimate pharmaceuticals. This study aimed to examine the contents of counterfeit alprazolam tablets available in the unregulated drug market in British Columbia, Canada. METHODS Data were collected from an ongoing evaluation of a community drug checking service in British Columbia between October 2017 and March 2020. The service operates point-of-care in harm reduction sites using Fourier-transform infrared (FTIR) spectrometers coupled with fentanyl and benzodiazepine immunoassay strips. A subset of samples were sent for confirmatory analysis at partner laboratories and underwent one or more of gas chromatography/mass spectrometry, liquid chromatography/mass spectrometry, and quantitative nuclear magnetic resonance analysis. RESULTS During the study period, 10,814 total samples were submitted for drug checking, 139 of which were expected to be Xanax (alprazolam) or generic tablets and met the criteria for inclusion. Using FTIR analysis, 33 (23.7 %) samples were identified to contain alprazolam. Only 122 samples were checked using benzodiazepine immunoassay strips and 88 (72.1 %) tested positive. Qualitative results from the 20 samples submitted for confirmatory analysis included various new psychoactive substances and only 2 contained only alprazolam. CONCLUSIONS Our findings provide evidence that Xanax tablets obtained from the unregulated drug market are likely to be counterfeit and may not contain alprazolam. Drug checking offers people who use drugs a valuable means to determine the contents of their substances; however, limitations of point-of-care technologies must be considered.
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Affiliation(s)
- Samuel Tobias
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9, Canada
| | - Aaron M Shapiro
- Provincial Toxicology Centre, 655 West 12th Ave., Vancouver, British Columbia, V5Z 4R4, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, British Columbia, V6T 2B5, Canada
| | - Cameron J Grant
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9, Canada
| | - Priya Patel
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9, Canada
| | - Mark Lysyshyn
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, British Columbia, V6T 1Z3, Canada; Vancouver Coastal Health Authority, 801-601 West Broadway, Vancouver, British Columbia, V5Z 4C2, Canada
| | - Lianping Ti
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia, V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 10th Floor-2775 Laurel Street, Vancouver, British Columbia, V5Z 1M9, Canada.
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23
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May T, Holloway K, Buhociu M, Hills R. Not what the doctor ordered: Motivations for nonmedical prescription drug use among people who use illegal drugs. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 82:102823. [PMID: 32585584 DOI: 10.1016/j.drugpo.2020.102823] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 04/20/2020] [Accepted: 06/03/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Nonmedical Prescription Drug Use (NMPDU) is common among people who use illegal drugs. NMPDU is particularly problematic among this population however, as medications such as benzodiazepines and gabapentinoids can potentiate the harmful effects of opioids. Despite these harms, there is some evidence that NMPDU can have harm reducing and therapeutic potential for some people who use illegal drugs. This study provides further evidence of the harm reducing motives for NMPDU among people who use illegal drugs in community and prison settings in Wales, UK. METHODS In depth, semi-structured interviews were conducted with 60 interviewees recruited from statutory and third sector drug treatment providers operating in five towns and cities in Wales, and from two Welsh prisons. Eligibility was based primarily on whether the person was currently (or previously) a user of illegal drugs and had recent experience of NMPDU. RESULTS NMPDU was found to be largely driven by insufficient access to certain prescription medications and treatment. In this context, NMPDU played an important role in alleviating legitimate medical concerns and overcoming logistical and regulatory barriers associated with Opioid Substitution Therapy. NMPDU also had everyday practicality and mitigated many of the everyday harms experienced by people who use drugs, including opioid withdrawal and stimulant comedowns. CONCLUSION Results suggest that NMPDU has the potential to mitigate a number of legitimate medical concerns in the absence of treatment. Finding nuanced ways of responding to patient need whilst reducing the potential for NMPDU are therefore needed, and harm reduction strategies that harness the knowledge and expertise of people who use drugs should be encouraged. Additional policy measures that attend to the inequities and social-structural factors that produce and maintain the need to consume prescription medications in ways that are not intended are also required.
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Affiliation(s)
- Tom May
- Substance Use Research Group (SURG), Centre for Criminology, University of South Wales, Pontypridd, CF37 1DL, Wales.
| | - Katy Holloway
- Substance Use Research Group (SURG), Centre for Criminology, University of South Wales, Pontypridd, CF37 1DL, Wales
| | - Marian Buhociu
- Substance Use Research Group (SURG), Centre for Criminology, University of South Wales, Pontypridd, CF37 1DL, Wales
| | - Rhian Hills
- Senior Policy Manager - Substance Misuse, Welsh Government, Merthyr Tydfil, CF48 1UZ, Wales
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24
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Bluthenthal RN, Simpson K, Ceasar RC, Zhao J, Wenger L, Kral AH. Opioid withdrawal symptoms, frequency, and pain characteristics as correlates of health risk among people who inject drugs. Drug Alcohol Depend 2020; 211:107932. [PMID: 32199668 PMCID: PMC7259345 DOI: 10.1016/j.drugalcdep.2020.107932] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 02/13/2020] [Accepted: 02/14/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Opioid withdrawal symptoms are widely understood to contribute to health risk but have rarely been measured in community samples of opioid using people who inject drugs (PWID). METHODS Using targeted sampling methods, 814 PWID who reported regular opioid use (at least 12 uses in the last 30 days) were recruited and interviewed about demographics, drug use, health risk, and withdrawal symptoms, frequency, and pain. Multivariable regression models were developed to examine factors associated with any opioid withdrawal, withdrawal frequency, pain severity, and two important health risks (receptive syringe sharing and non-fatal overdose). RESULTS Opioid withdrawal symptoms were reported by 85 % of participants in the last 6 months, with 29 % reporting at least monthly withdrawal symptoms and 35 % reporting at least weekly withdrawal symptoms. Very or extremely painful symptoms were reported by 57 %. In separate models, we found any opioid withdrawal (adjusted odds ratio [AOR] = 2.75, 95 % confidence interval [CI] = 1.52, 5.00) and weekly or more opioid withdrawal frequency (AOR = 1.94; 95 % CI = 1.26, 3.00) (as compared to less than monthly) to be independently associated with receptive syringe sharing while controlling for confounders. Any opioid withdrawal (AOR = 1.71; 95 % CI = 1.04, 2.81) was independently associated with nonfatal overdose while controlling for confounders. In a separate model, weekly or more withdrawal frequency (AOR = 1.69; 95 % CI = 1.12, 2.55) and extreme or very painful withdrawal symptoms (AOR = 1.53; 95 % CI = 1.08, 2.16) were associated with nonfatal overdose as well. CONCLUSIONS Withdrawal symptoms among PWID increase health risk. Treatment of withdrawal symptoms is urgently needed and should include buprenorphine dispensing.
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Affiliation(s)
- Ricky N Bluthenthal
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America.
| | - Kelsey Simpson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Rachel Carmen Ceasar
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Johnathan Zhao
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, 90032 CA, United States of America
| | - Lynn Wenger
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, 94704 CA, United States of America
| | - Alex H Kral
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, 94704 CA, United States of America
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25
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Kahn LS, Wozniak M, Vest BM, Moore C. “Narcan encounters:” overdose and naloxone rescue experiences among people who use opioids. Subst Abus 2020; 43:113-126. [DOI: 10.1080/08897077.2020.1748165] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Linda S. Kahn
- Primary Care Research Institute, Department of Family Medicine, University at Buffalo, New York, USA
| | - Monika Wozniak
- Primary Care Research Institute, Department of Family Medicine, University at Buffalo, New York, USA
| | - Bonnie M. Vest
- Primary Care Research Institute, Department of Family Medicine, University at Buffalo, New York, USA
| | - Cheryll Moore
- Erie County Department of Health, University at Buffalo, Buffalo, New York, USA
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26
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Tori ME, Larochelle MR, Naimi TS. Alcohol or Benzodiazepine Co-involvement With Opioid Overdose Deaths in the United States, 1999-2017. JAMA Netw Open 2020; 3:e202361. [PMID: 32271389 PMCID: PMC7146101 DOI: 10.1001/jamanetworkopen.2020.2361] [Citation(s) in RCA: 103] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE The use of benzodiazepines or alcohol together with opioids increases overdose risk, but characterization of co-involvement by predominant opioid subtype is incomplete to date. Understanding the use of respiratory depressants in opioid overdose deaths (OODs) is important for prevention efforts and policy making. OBJECTIVE To assess the prevalence and number of alcohol- or benzodiazepine-involved OODs by opioid subtypes in the United States from 1999 to 2017. DESIGN AND SETTING This repeated cross-sectional analysis used data from the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research (WONDER) database of all opioid-involved poisoning deaths from January 1, 1999, to December 31, 2017, for the United States. State-level binge drinking prevalence rates for 2015 to 2017 were obtained from the Behavior Risk Factor Surveillance System of the Centers for Disease Control and Prevention, and benzodiazepine prescribing rates for 2012 (most recent available data) were obtained from IMS Health, a commercial database. Data were analyzed from July 10, 2018, to May 16, 2019. MAIN OUTCOMES AND MEASURES Prevalence of alcohol or benzodiazepine co-involvement for all OODs and by opioid subtype, nationally and by state. RESULTS From 1999 to 2017, 399 230 poisoning deaths involved opioids, of which 263 601 (66.0%) were male, and 204 560 (51.2%) were aged 35 to 54 years. Alcohol co-involvement for all opioid overdose deaths increased nonlinearly from 12.4% in 1999 to 14.7% in 2017. By opioid subtype, deaths involving heroin and synthetic opioids (eg, fentanyl; excluding methadone) had the highest alcohol co-involvement at 15.5% and 14.9%, respectively, in 2017. Benzodiazepine co-involvement in all OODs increased nonlinearly from 8.7% in 1999 to 21.0% in 2017. Benzodiazepines were present in 33.1% of prescription OODs and 17.1% of synthetic OODs in 2017. State-level rates of binge drinking were significantly correlated with alcohol co-involvement in all OODs (r = 0.34; P = .02). State benzodiazepine prescribing rates were significantly correlated with benzodiazepine co-involvement in all OODs (r = 0.57; P < .001). CONCLUSIONS AND RELEVANCE This study found that alcohol and benzodiazepine co-involvement in opioid-involved overdose deaths was common, varied by opioid subtype, and was associated with state-level binge drinking and benzodiazepine prescribing rates. These results may inform state policy initiatives in harm reduction and overdose prevention efforts.
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Affiliation(s)
- Marco E. Tori
- Department of Medicine, Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Marc R. Larochelle
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Timothy S. Naimi
- Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
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27
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Emergency Department Visits Attributed to Adverse Events Involving Benzodiazepines, 2016-2017. Am J Prev Med 2020; 58:526-535. [PMID: 32089287 DOI: 10.1016/j.amepre.2019.11.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 11/24/2019] [Accepted: 11/25/2019] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Characterization of emergency department visits attributed to adverse events involving benzodiazepines can be used to guide preventive interventions. This study describes U.S. emergency department visits attributed to adverse events involving benzodiazepines by intent, patient characteristics, and clinical manifestations. METHODS Data from the 2016-2017 National Electronic Injury Surveillance System-Cooperative Adverse Drug Event Surveillance project were analyzed in 2019 to calculate estimated annual numbers and rates of emergency department visits attributed to adverse events involving benzodiazepines, by intent of benzodiazepine use. RESULTS Based on 6,148 cases, there were an estimated 212,770 (95% CI=167,163, 258,377) emergency department visits annually attributed to adverse events involving benzodiazepines. More than half were visits involving nonmedical use of benzodiazepines (119,008; 55.9%, 95% CI=50.0%, 61.9%), one third were visits involving self-harm with benzodiazepines (64,721; 30.4%, 95% CI=25.6%, 35.2%), and a smaller proportion of visits involved therapeutic use of benzodiazepines (29,041; 13.6%, 95% CI=11.4%, 15.9%). The estimated population rate of visits was highest for nonmedical use of benzodiazepines by patients aged 15-34 years (7.4 visits per 10,000 people). Among visits involving nonmedical use of benzodiazepines, 54.8% (95% CI=49.8%, 59.8%) were made by patients aged 15-34 years, 82.7% (95% CI=80.1%, 85.4%) involved concurrent use of other substances (illicit drugs, alcohol, prescription opioids, and/or other pharmaceuticals), and 24.2% (95% CI=17.7%, 30.6%) involved cardiorespiratory arrest or unresponsiveness. CONCLUSIONS These findings support recommendations to assess for and address substance use disorder before initiating or continuing benzodiazepines and reinforce the need for validated self-harm risk assessment tools for clinicians.
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Mateu-Gelabert P, Guarino H, Zibbell JE, Teubl J, Fong C, Goodbody E, Edlin B, Salvati C, Friedman SR. Prescription opioid injection among young people who inject drugs in New York City: a mixed-methods description and associations with hepatitis C virus infection and overdose. Harm Reduct J 2020; 17:22. [PMID: 32228700 PMCID: PMC7106794 DOI: 10.1186/s12954-020-00367-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 03/13/2020] [Indexed: 01/02/2023] Open
Abstract
Aim Evidence is emerging that prescription opioid (PO) injection is associated with increased health risks. This mixed-methods study compares the mechanics of PO and heroin injection and examines the demographic and drug-related correlates of lifetime PO injection in a sample of young people who inject drugs (PWID) in New York City (NYC). Methods Qualitative analysis of 46 semi-structured interviews with young adult opioid users ages 18–32. Interview segments describing PO injection were analyzed for common themes. Quantitative analysis of structured interviews with 539 young adult opioid users ages 18–29 recruited via respondent-driven sampling (RDS). Analyses are based on the subsample of 353 participants (65%) who reported having ever injected drugs. All variables were assessed via self-report, except hepatitis C virus status, which was established via rapid antibody testing. Results Participants described injecting POs and reported that preparing abuse-deterrent pills for injection is especially cumbersome, requiring extended manipulation and large amounts of water. Injecting POs, in contrast to injecting heroin, requires repeated injections per injection episode. Among RDS-recruited participants, the majority of injectors reported injecting POs, sporadically (33%) or regularly (26%), but often infrequently (≤ 7 days/month). In separate multivariable analyses controlling for syringe- and cooker-sharing, ever injecting POs was a significant predictor of testing HCV antibody-positive (AOR = 2.97) and lifetime experience of non-fatal overdose (AOR = 2.51). Ever injecting POs was independently associated with lifetime homelessness (AOR = 2.93) and having grown up in a middle-income ($51,000–100,000/year vs. ≤ $50,000/year; AOR = 1.86) or a high-income household (> $100,000/year vs. ≤ $50,000/year; AOR = 2.54). Conclusions Even in an urban environment like NYC with widespread heroin access, most young PWID have injected POs, although less frequently than heroin. PO injection involves practices that are known to increase risk for blood-borne viral infection (e.g., repeated injections) and predicted testing HCV-positive, as well as overdose. PO injection may also serve as a marker for a subgroup of PWID at elevated risk for multiple drug use-related comorbidities. Programs that provide prevention services to PWID need to tailor harm reduction measures and messaging to the specific practices and harms associated with the injection of POs.
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Affiliation(s)
- Pedro Mateu-Gelabert
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), 55 West 125th Street, New York, NY, 10027, USA.
| | - Honoria Guarino
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), 55 West 125th Street, New York, NY, 10027, USA
| | - Jon E Zibbell
- RTI International, 2987 Clairmont Road, Century Plaza 1, Suite 400, Atlanta, GA, 30329-4434, USA
| | - Jennifer Teubl
- National Development Research Institutes, Inc., 71 West 23rd St, New York, NY, 10010, USA
| | - Chunki Fong
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), 55 West 125th Street, New York, NY, 10027, USA
| | - Elizabeth Goodbody
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), 55 West 125th Street, New York, NY, 10027, USA
| | | | - Carli Salvati
- CUNY Graduate School of Public Health and Health Policy, Institute for Implementation Science in Population Health (ISPH), 55 West 125th Street, New York, NY, 10027, USA
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29
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Jessell L, Stanhope V, Manuel JI, Mateu-Gelabert P. Factors associated with benzodiazepine prescribing in community mental health settings. J Subst Abuse Treat 2020; 109:56-60. [PMID: 31856952 PMCID: PMC6989035 DOI: 10.1016/j.jsat.2019.10.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 07/27/2019] [Accepted: 10/03/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVE One class of drugs increasingly involved in overdose fatalities is benzodiazepines. Prescribing benzodiazepines to people with co-occurring substance use disorders (SUDs) poses risk for overdose and dependence and is not recommended. The current study reports prevalence rates of prescribing benzodiazepines to people with and without co-occurring SUDs in community mental health settings. Clinical and socio-demographic factors associated with receipt of a benzodiazepine were examined, including whether factors potentially indicative of prescribing biases (older age and race) moderated the relationship between having a co-occurring SUD and receiving a benzodiazepine prescription. METHODS Retrospective chart review data from service users treated between August 2014 and August 2017 were collected as part of an NIMH-funded RCT of Person-Centered Care Planning. Data were assessed from 774 charts collected across 14 sites nested within ten community mental health centers (CMHCs). Mixed effects logistic regression models examined direct and interaction effects related to receipt of a benzodiazepine. RESULTS Of the 774 service users, 19.9% (N = 154) were prescribed at least one benzodiazepine. Of those prescribed a benzodiazepine, 35.1% (N = 54) had a co-occurring SUD and 31.8% (N = 49) had an anxiety disorder. Our main effects model did not find a significant difference in the odds of receiving a benzodiazepine among service users with and without a co-occurring SUD (OR = 0.77, CI: 0.50-1.17). However, moderation analyses found that the odds of being prescribed a benzodiazepine among people with co-occurring SUDs was greater among service users of older age (OR: 2.01, CI: 1.01-4.02) and non-Hispanic white race (OR = 3.34, CI: 1.55-7.22). DISCUSSION Our findings demonstrate that a considerable number of people with a documented co-occurring SUD are prescribed benzodiazepines in CMHCs, a practice that poses risks for dependence and overdose. Prescribing decisions may be influenced by service user age and race.
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Affiliation(s)
- Lauren Jessell
- New York University, Silver School of Social Work, 1 Washington Square North, New York, NY 10003, USA.
| | - Victoria Stanhope
- New York University, Silver School of Social Work, 1 Washington Square North, New York, NY 10003, USA
| | - Jennifer I Manuel
- New York University, Silver School of Social Work, 1 Washington Square North, New York, NY 10003, USA
| | - Pedro Mateu-Gelabert
- City University of New York, Graduate School of Public Health and Health Policy, 55 W 125th Street, New York, NY 10027, USA
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Votaw VR, McHugh RK, Vowles KE, Witkiewitz K. Patterns of Polysubstance Use among Adults with Tranquilizer Misuse. Subst Use Misuse 2020; 55:861-870. [PMID: 31900021 PMCID: PMC7166167 DOI: 10.1080/10826084.2019.1708118] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Background: The misuse of benzodiazepine tranquilizers is prevalent and is associated with increased risk of overdose when combined with other substances. Yet, little is known about other substance use among those who misuse tranquilizers. Objectives: This study characterized subgroups of individuals with tranquilizer misuse, based on patterns of polysubstance use. Methods: Data were extracted from the 2015-2017 National Survey on Drug Use and Health; adults with past-month tranquilizer misuse were included (N = 1253). We utilized latent class analysis to identify patterns of polysubstance use in the previous month. Results: We identified three distinct latent classes, including the: (1) limited polysubstance use class (approximately 54.6% of the sample), (2) binge alcohol and cannabis use class (28.5% of the sample), and (3) opioid use class (16.9% of the sample). The binge alcohol and cannabis use class and the opioid use class were characterized by high probabilities of other substance misuse, including cocaine and prescription stimulants. Those in the binge alcohol and cannabis use class and the opioid use class reported more motives for tranquilizer misuse and higher rates of sexually transmitted infection, criminal involvement, and suicidal ideation. Those in the opioid use class also had greater psychological distress and higher rates of injection drug use. Conclusions: Nearly half of those with tranquilizer misuse in a general population sample were categorized into one of two high polysubstance use classes, and these two classes were associated with poorer functioning. Findings from these analyses underscore the need to reduce polysubstance use among those who misuse tranquilizers.
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Affiliation(s)
- Victoria R Votaw
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA.,Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, New Mexico, USA
| | - R Kathryn McHugh
- Division of Alcohol and Drug Abuse, McLean Hospital, Belmont, Massachusetts, USA.,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Kevin E Vowles
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA.,Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, New Mexico, USA
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Moses TEH, Greenwald MK. History of regular nonmedical sedative and/or alcohol use differentiates substance-use patterns and consequences among chronic heroin users. Addict Behav 2019; 97:14-19. [PMID: 31112911 PMCID: PMC6581601 DOI: 10.1016/j.addbeh.2019.05.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 05/15/2019] [Accepted: 05/15/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Concurrent use of sedating substances (e.g. alcohol or benzodiazepines) with opioids is associated with increased negative consequences of opioid use; however, few studies have attempted to differentiate effects of using sedating substances on heroin-use outcomes. This study examines differences between heroin users who use alcohol or misuse sedatives regularly and those who do not. METHODS Substance-use data were collected from 367 non-treatment seeking, chronic heroin-using, 18-to-55 year-old participants. We created 4 groups based on self-reported lifetime history of regular (at least weekly) substance use: heroin only (n = 95), heroin and sedatives (n = 21), heroin and alcohol (n = 151), and heroin, sedative, and alcohol (n = 100). Chi-square analyses and ANOVAs with Bonferroni post hoc tests were used to explore differences between these groups. RESULTS Heroin users who denied lifetime alcohol or nonmedical sedative use regularly endorsed fewer consequences associated with any substance they had used. Total adverse consequences of heroin use (e.g. health problems) were significantly higher among those who misused sedatives regularly, irrespective of alcohol use history (F(3,361) = 10.21; p < .001). Regular alcohol use did not independently impact heroin consequences but was associated with increased use of other substances. CONCLUSIONS Although polysubstance use is normative among heroin users, the risks depend on the substances used. Regular sedative use is associated with increased heroin consequences whereas regular alcohol use is not. This study refines the investigation of polysubstance use and highlights subgroup differences depending on types of substances used regularly. This knowledge is critical for understanding substance-use motivations and creating avenues for harm reduction.
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Affiliation(s)
- Tabitha E H Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI 48201, USA; Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA.
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32
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Bardwell G, Boyd J, Tupper KW, Kerr T. "We don't got that kind of time, man. We're trying to get high!": Exploring potential use of drug checking technologies among structurally vulnerable people who use drugs. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2019; 71:125-132. [PMID: 31336258 PMCID: PMC6868323 DOI: 10.1016/j.drugpo.2019.06.018] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 05/28/2019] [Accepted: 06/23/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND Novel public health interventions are being considered to address the opioid overdose epidemic, including drug checking technologies. We examined the willingness to use various drug checking technologies among structurally-vulnerable people who use drugs (PWUD). METHODS We conducted one-to-one qualitative semi-structured interviews with 20 PWUD in Vancouver, Canada's Downtown Eastside. Participants were purposively recruited from ongoing cohort studies of PWUD. RESULTS Overall willingness to use drug checking technologies was low among participants. A range of factors undermined potential use of various drug checking technologies including: having to give up a drug sample; time dedication; discrepancies regarding measurements and accuracy; recourse following positive fentanyl results; ambivalence to overdose risk; and availability and accessibility of drug checking technologies. CONCLUSIONS Participants discussed numerous factors that undermined potential willingness to use drug checking technologies. These factors underscore the structural vulnerabilities experienced by PWUD and how they may constrain uptake of drug checking technologies. Future drug checking programming should consider these influencing factors prior to the implementation of drug checking technologies to ensure that drug checking interventions are appropriate and meeting the needs of target populations.
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Affiliation(s)
- Geoff Bardwell
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada.
| | - Jade Boyd
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
| | - Kenneth W Tupper
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada; Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
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Palamar JJ, Le A, Guarino H, Mateu-Gelabert P. A comparison of the utility of urine- and hair testing in detecting self-reported drug use among young adult opioid users. Drug Alcohol Depend 2019; 200:161-167. [PMID: 31146203 PMCID: PMC6588496 DOI: 10.1016/j.drugalcdep.2019.04.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 04/10/2019] [Accepted: 04/11/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND Biological testing can be used to validate or detect underreported drug use. Since hair testing is increasingly used in survey research, we examined how the utility of hair testing compares to a more common method-urine testing. METHODS 532 adults (ages 18-29) reporting past-month heroin use and/or nonmedical prescription opioid use were surveyed about past-month use of various drugs. Participants were urine-tested and the majority (79.3%) provided a hair sample for analysis. We examined the utility of urine vs. hair-testing in detecting past-month use of various drugs. RESULTS Compared to hair testing, urine testing was able to confirm higher proportions of self-reported use of heroin/opioids (85.5% vs. 80.9%), marijuana (73.9% vs. 22.9%), benzodiazepines (51.3% vs. 15.1%), and methadone (77.0% vs. 48.7%), while hair testing was more likely to detect reported cocaine use (66.3% vs. 48.0%) (Ps<.01). Compared to hair testing, urine testing was more likely to detect unreported use of marijuana (11.3% vs. 0.9%), and benzodiazepines (14.4% vs. 5.4%), and hair testing was more likely to detect unreported use of cocaine (27.0% vs. 5.8%) and oxycodone (19.7% vs. 1.4%) (Ps<.001). When added to urine testing, hair testing increased detection of reported and non-reported use of cocaine and oxycodone ranging from 14 to 22%. CONCLUSIONS While hair testing is efficacious in detecting drug use in wide window periods (e.g., past-year use), it is less efficacious than urine testing when testing for past-month use of select drugs among opiate/opioid users. However, hair testing is particularly efficacious in detecting unreported use of cocaine and/or oxycodone.
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Affiliation(s)
- Joseph J. Palamar
- Department of Population Health, New York University Langone Medical Center, New York, NY, USA,Center for Drug Use and HIV/HCV Research, New York University Rory Meyers College of Nursing, 433 1st Avenue, New York, NY, USA
| | - Austin Le
- Department of Population Health, New York University Langone Medical Center, New York, NY, USA,New York University College of Dentistry, 345 E. 24th Street, 1st Avenue, New York, NY, USA
| | - Honoria Guarino
- Center for Drug Use and HIV/HCV Research, New York University Rory Meyers College of Nursing, 433 1st Avenue, New York, NY, USA,National Development and Research Institutes, 71 W 23rd St, New York, NY, USA
| | - Pedro Mateu-Gelabert
- Center for Drug Use and HIV/HCV Research, New York University Rory Meyers College of Nursing, 433 1st Avenue, New York, NY, USA,National Development and Research Institutes, 71 W 23rd St, New York, NY, USA
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Votaw VR, Geyer R, Rieselbach MM, McHugh RK. The epidemiology of benzodiazepine misuse: A systematic review. Drug Alcohol Depend 2019; 200:95-114. [PMID: 31121495 PMCID: PMC6639084 DOI: 10.1016/j.drugalcdep.2019.02.033] [Citation(s) in RCA: 216] [Impact Index Per Article: 43.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/22/2019] [Accepted: 02/27/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Benzodiazepine misuse is a growing public health problem, with increases in benzodiazepine-related overdose deaths and emergency room visits in recent years. However, relatively little attention has been paid to this emergent problem. We systematically reviewed epidemiological studies on benzodiazepine misuse to identify key findings, limitations, and future directions for research. METHODS PubMed and PsychINFO databases were searched through February 2019 for peer-reviewed publications on benzodiazepine misuse (e.g., use without a prescription; at a higher frequency or dose than prescribed). Eligibility criteria included human studies that focused on the prevalence, trends, correlates, motives, patterns, sources, and consequences of benzodiazepine misuse. RESULTS The search identified 1970 publications, and 351 articles were eligible for data extraction and inclusion. In 2017, benzodiazepines and other tranquilizers were the third most commonly misused illicit or prescription drug in the U.S. (approximately 2.2% of the population). Worldwide rates of misuse appear to be similar to those reported in the U.S. Factors associated with misuse include other substance use, receipt of a benzodiazepine prescription, and psychiatric symptoms and disorders. Benzodiazepine misuse encompasses heterogeneous presentations of motives, patterns, and sources. Moreover, misuse is associated with myriad poor outcomes, including mortality, HIV/HCV risk behaviors, poor self-reported quality of life, criminality, and continued substance use during treatment. CONCLUSIONS Benzodiazepine misuse is a worldwide public health concern that is associated with a number of concerning consequences. Findings from the present review have implications for identifying subgroups who could benefit from prevention and treatment efforts, critical points for intervention, and treatment targets.
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Affiliation(s)
- Victoria R. Votaw
- Department of Psychology, University of New Mexico, MSC 03-2220, Albuquerque, NM, USA,Corresponding author: Victoria R. Votaw, Clinical Psychology Ph.D. Student Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, Albuquerque, NM 87131,
| | - Rachel Geyer
- Division of Alcohol and Drug Abuse, McLean Hospital, 115 Mill Street, Belmont, MA, USA
| | - Maya M. Rieselbach
- Department of Psychiatry, McLean Hospital, 115 Mill Street, Belmont, MA, USA
| | - R. Kathryn McHugh
- Division of Alcohol and Drug Abuse, McLean Hospital, 115 Mill Street, Belmont, MA, USA,Department of Psychiatry, Harvard Medical School, 401 Park Drive, Boston, MA, USA
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Nonmedical prescription sedative/tranquilizer use in alcohol and opioid use disorders. Addict Behav 2019; 88:48-55. [PMID: 30142484 DOI: 10.1016/j.addbeh.2018.08.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 07/13/2018] [Accepted: 08/13/2018] [Indexed: 11/24/2022]
Abstract
AIMS Nonmedical prescription sedative/tranquilizer (e.g., benzodiazepines) use (NMSTU) increases risk of overdose when combined with opioids and/or alcohol. Yet, little is known about NMSTU among those with alcohol and opioid use disorders. We aimed to characterize NMSTU and sedative/tranquilizer use disorder among adults with alcohol use disorder (AUD) and/or opioid use disorder (OUD) in a general population sample. METHODS We conducted analyses of 2008-2014 National Survey on Drug Use and Health data; adults with past-year AUD-only (n = 27,416), OUD-only (n = 2142), and co-occurring AUD and OUD (n = 1483) were included (total N = 31,041). Multivariable logistic regression models were utilized to examine correlates of past-month NMSTU and past-year sedative/tranquilizer use disorder. Focal independent variables were polysubstance use (i.e., number of substances used in the previous year) and psychiatric distress. RESULTS Among those with AUD-only, 27.1% reported lifetime NMSTU, 7.6% reported past-year NMSTU, 2.7% reported past-month NMSTU, and 0.6% met criteria for past-year sedative/tranquilizer use disorder. Corresponding prevalence rates among those with OUD-only were 69.5%, 43.0%, 22.6%, and 11.3%. Those with co-occurring AUD and OUD displayed the highest rates of NMSTU (e.g., 27.5% with past-month NMSTU) and sedative/tranquilizer use disorder (20.2%). Across groups, more severe polysubstance use and psychiatric distress were associated with increased risk of NMSTU and sedative/tranquilizer use disorder. CONCLUSIONS Results of this analysis indicate that >25% of adults with AUD and approximately 70% of those with OUD report lifetime NMSTU. Among these populations, individuals with more polysubstance use and greater psychiatric distress might benefit from targeted interventions to reduce NMSTU.
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36
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Guarino H, Mateu-Gelabert P, Teubl J, Goodbody E. Young adults' opioid use trajectories: From nonmedical prescription opioid use to heroin, drug injection, drug treatment and overdose. Addict Behav 2018; 86:118-123. [PMID: 29747875 DOI: 10.1016/j.addbeh.2018.04.017] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 04/01/2018] [Accepted: 04/25/2018] [Indexed: 01/08/2023]
Abstract
INTRODUCTION Recent research has begun to explore the transition from nonmedical use of prescription opioids (POs) to heroin and injection drug use, adding to earlier literature identifying factors that influence the transition from intranasal to injection use of heroin. However, little research has explored how these transitions are embedded within young people's broader opioid use trajectories - individual pathways that may also include experiences of nonfatal overdose and drug treatment. METHODS Data are from a study of 539 18-29 year-old New York City residents, recruited via Respondent-Driven Sampling, who reported past-month nonmedical use of POs and/or heroin use. Participants completed structured, computer-assisted interviews that included assessment of their ages at a series of "benchmark" events and experiences, including first use of a drug or route of administration, the onset of "regular" use of a drug (i.e., 1 or more times a week for at least 1 month), first overdose and first drug treatment. RESULTS Results suggest a predictable, ordered pathway by which opioid use tends to progress in this cohort of young adults. Participants initiated nonmedical PO use at age 16.8, on average, and most transitioned to heroin use (83%) and heroin injection (64%), generally within 4 years of first PO misuse. Drug treatment was not typically accessed until after participants had progressed to heroin use. First overdose occurred <1 year after first heroin use, on average. CONCLUSIONS Findings may help inform the optimal timing for delivery of primary, secondary and tertiary prevention efforts targeting young opioid users.
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Affiliation(s)
- Honoria Guarino
- Institute for Infectious Disease Research, National Development and Research Institutes (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA.
| | - Pedro Mateu-Gelabert
- Institute for Infectious Disease Research, National Development and Research Institutes (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA.
| | - Jennifer Teubl
- Institute for Infectious Disease Research, National Development and Research Institutes (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA; Sackler Institute of Graduate Biomedical Sciences, New York Langone Medical Center, 550 First Avenue, New York, NY 10016, USA.
| | - Elizabeth Goodbody
- Institute for Infectious Disease Research, National Development and Research Institutes (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA.
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Bellew SD, Collins SP, Barrett TW, Russ SE, Jones ID, Slovis CM, Self WH. Implementation of an Opioid Detoxification Management Pathway Reduces Emergency Department Length of Stay. Acad Emerg Med 2018; 25:1157-1163. [PMID: 29799649 PMCID: PMC6185770 DOI: 10.1111/acem.13457] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 05/16/2018] [Accepted: 05/18/2018] [Indexed: 02/05/2023]
Abstract
OBJECTIVES With the rise of opioid use in the United States, the increasing demand for treatment for opioid use disorders presents both a challenge and an opportunity to develop new care pathways for emergency department (ED) patients seeking opioid detoxification. We set out to improve the care of patients presenting to our ED seeking opioid detoxification by implementing a standardized management pathway and to measure the effects of this intervention. METHODS We conducted a before-after study of the effects of an opioid detoxification management pathway on ED length of stay (EDLOS), use of resources (social worker consultation, laboratory tests obtained), and return visits to the same ED within 30 days of discharge. All data were collected retrospectively by review of the electronic health record. RESULTS Ultimately, 107 patients presented to the ED that met criteria, 52 in the intervention period and 55 in the preintervention period. Median EDLOS in the intervention period was 152 (interquartile range [IQR] = 93-237) minutes compared to 312 (IQR = 187-468) minutes in the preintervention period (p < 0.001). Patients in the intervention period less frequently had a social work consultation (32.7% vs. 83.6%, p < 0.001) or had laboratory tests obtained (32.7% vs 74.5%, p < 0.001) and more frequently were prescribed a medication for withdrawal symptoms (57.7% vs. 29.1%, p = 0.003). CONCLUSIONS Implementation of an opioid detoxification management pathway reduced EDLOS, reduced utilization of resources, and increased the proportion of patients prescribed medications for symptom relief.
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Affiliation(s)
| | | | | | | | - Ian D Jones
- Vanderbilt University Medical Center, Nashville, TN
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Mateu-Gelabert P, Guarino H. The opioid epidemic and injection drug use: MIPIE and health harms related to the injection of prescription opioids. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 57:130-132. [PMID: 29627198 PMCID: PMC6062003 DOI: 10.1016/j.drugpo.2018.03.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 03/08/2018] [Accepted: 03/17/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Pedro Mateu-Gelabert
- National Development and Research Institutes, Inc. (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA.
| | - Honoria Guarino
- National Development and Research Institutes, Inc. (NDRI), 71 W. 23rd St., 4th Fl., New York, NY 10010, USA.
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39
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Palamar JJ, Le A, Mateu-Gelabert P. Not just heroin: Extensive polysubstance use among US high school seniors who currently use heroin. Drug Alcohol Depend 2018; 188:377-384. [PMID: 29880271 PMCID: PMC6198323 DOI: 10.1016/j.drugalcdep.2018.05.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 05/10/2018] [Accepted: 05/11/2018] [Indexed: 11/19/2022]
Abstract
BACKGROUND Heroin-related deaths are on the rise in the US and a large portion of heroin overdoses involve co-use of other drugs such as benzodiazepines. A better understanding of heroin polysubstance use patterns could help discern better prevention measures. METHODS Data were examined from past-month ("current") heroin users from a nationally representative sample of high school seniors in the Monitoring the Future study (2010-2016, n = 327). We examined how past-month use and frequency of use of various drugs relate to frequency of current heroin use using chi-square and multivariable ordinal logistic regression. RESULTS Prevalence of any past-month use of various other drugs (and past-month use 10+ times) tends to increase as the frequency of heroin use increases; however, other drug use tends to decline among those reporting the use of heroin 40+ times in the past month. In multivariable models controlling for demographic characteristics, most levels of alcohol use were associated with decreased odds of higher-frequency heroin use (ps<.05). Nonmedical opioid (aOR = 5.84, p = .037) and tranquilizer (aOR = 14.63, p = .045) use 40+ times in the past month were associated with increased odds of higher-frequency heroin use. CONCLUSIONS High school seniors who use heroin also use multiple other drugs. Increases in the frequency of heroin use are associated with shifts in the nature and frequency of polysubstance use, with a higher frequency of heroin use associated with the highest percentage and frequency of use of depressants (nonmedical opioid and benzodiazepine use), compounding the risk of overdose. Prevention measures should consider polysubstance use patterns among heroin-using adolescents.
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Affiliation(s)
- Joseph J Palamar
- Department of Population Health, New York University Langone Medical Center, 227 E. 30th Street, 7th Floor, New York, NY, 10016, USA; Center for Drug Use and HIV/HCV Research, New York University Rory Meyers College of Nursing, 433 First Avenue, New York, NY, 10010, USA.
| | - Austin Le
- Department of Population Health, New York University Langone Medical Center, 227 E. 30th Street, 7th Floor, New York, NY, 10016, USA; New York University College of Dentistry, 345 E. 24th Street, New York, NY, 10010, USA
| | - Pedro Mateu-Gelabert
- Center for Drug Use and HIV/HCV Research, New York University Rory Meyers College of Nursing, 433 First Avenue, New York, NY, 10010, USA; National Development and Research Institutes, 71 West 23rd Street, 4th Floor, New York, NY, 10010, USA
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40
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Friedman SR, Williams L, Young AM, Teubl J, Paraskevis D, Kostaki E, Latkin C, German D, Mateu-Gelabert P, Guarino H, Vasylyeva TI, Skaathun B, Schneider J, Korobchuk A, Smyrnov P, Nikolopoulos G. Network Research Experiences in New York and Eastern Europe: Lessons for the Southern US in Understanding HIV Transmission Dynamics. Curr HIV/AIDS Rep 2018; 15:283-292. [PMID: 29905915 PMCID: PMC6010197 DOI: 10.1007/s11904-018-0403-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE This paper presents an overview of different kinds of risk and social network methods and the kinds of research questions each can address. RECENT FINDINGS It also reviews what network research has discovered about how network characteristics are associated with HIV and other infections, risk behaviors, preventive behaviors, and care, and discusses some ways in which network-based public health interventions have been conducted. Based on this, risk and social network research and interventions seem both feasible and valuable for addressing the many public health and social problems raised by the widespread use of opioids in the US South.
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Affiliation(s)
- Samuel R Friedman
- National Development and Research Institutes, Inc., New York, NY, USA.
| | - Leslie Williams
- National Development and Research Institutes, Inc., New York, NY, USA
| | - April M Young
- Department of Epidemiology, University of Kentucky College of Public Health, Lexington, KY, USA
| | - Jennifer Teubl
- National Development and Research Institutes, Inc., New York, NY, USA
| | - Dimitrios Paraskevis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Evangelia Kostaki
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Carl Latkin
- Department of Health, Behavior, and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Danielle German
- Department of Health, Behavior, and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Honoria Guarino
- National Development and Research Institutes, Inc., New York, NY, USA
| | | | - Britt Skaathun
- Division of Global Public Health, University of California San Diego, San Diego, CA, USA
| | - John Schneider
- Department of Medicine and Center for HIV Elimination, University of Chicago, Chicago, IL, USA
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Palamar JJ, Le A, Cleland CM. Nonmedical opioid use among electronic dance music party attendees in New York City. Drug Alcohol Depend 2018; 186:226-232. [PMID: 29614447 PMCID: PMC5911182 DOI: 10.1016/j.drugalcdep.2018.03.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 01/28/2018] [Accepted: 03/03/2018] [Indexed: 11/25/2022]
Abstract
BACKGROUND Nonmedical opioid use remains an epidemic in the United States. Electronic dance music (EDM) party attendees have been found to be at high risk for the use of drugs such as ecstasy, but little is known about nonmedical opioid use in this population. METHODS Using time-space sampling, we surveyed 954 individuals (ages 18-40) attending randomly selected EDM parties in New York City in 2017. Participants were asked about the use of 18 different opioids and about willingness to use if offered by a friend in the next 30 days. We estimated the prevalence of use in this population and examined correlates of past-year and past-month use. RESULTS Almost a quarter (23.9%) of EDM party attendees are estimated to have used opioids non-medically in their lifetime, and one out of ten (9.8%) in the past year. 5% are estimated to be current users (reporting past-month use), and 16.4% are willing to use opioids non-medically if offered by a friend in the next 30 days. Past-year nonmedical benzodiazepine users were at high odds for reporting current nonmedical opioid use (aOR = 10.11, p < 0.001) and, on average, report using more different opioid drugs in the past year than non-past-year-users (p = 0.012). Nearly three-quarters (73.6%) of those who have used in the past year indicated that they would use again if offered by a friend in the next 30 days. CONCLUSION Nonmedical opioid use is prevalent in the EDM scene and many attendees are willing to use if offered. Prevention efforts are needed in this high-risk population.
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Affiliation(s)
- Joseph J. Palamar
- Department of Population Health, New York University Langone Medical Center, New York, NY, USA,Center for Drug Use and HIV/HCV Research, NYU Rory Meyers College of Nursing, 433 First Avenue, New York, NY, 10010, USA
| | - Austin Le
- Department of Population Health, New York University Langone Medical Center, New York, NY, USA,College of Dentistry, New York University, 345 E. 24th Street, New York, NY, 10010, USA
| | - Charles M. Cleland
- Center for Drug Use and HIV/HCV Research, NYU Rory Meyers College of Nursing, 433 First Avenue, New York, NY, 10010, USA
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42
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Moses TE, Lundahl LH, Greenwald MK. Factors associated with sedative use and misuse among heroin users. Drug Alcohol Depend 2018; 185:10-16. [PMID: 29413433 PMCID: PMC5889740 DOI: 10.1016/j.drugalcdep.2017.11.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 11/13/2017] [Accepted: 11/24/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Rates of both opioid and sedative use and misuse are rising. Comorbid opioid and sedative use is associated with especially severe consequences (e.g., overdose and poor health outcomes). Heroin users report multiple motivations for sedative use, including self-medication. We aimed to understand differences in lifetime substance use characteristics between heroin users with different sedative use histories. METHODS Substance use data were collected from 385 non-treatment seeking heroin users. Subjects were divided into four lifetime sedative-use groups: no use, medical use only, non-medical use only, and mixed medical and non-medical use. We examined patterns of use of various substances of abuse (tobacco, alcohol, marijuana, cocaine, heroin, and sedatives) and individual characteristics associated with each. RESULTS Non-medical sedative use (alone or in addition to medical use) was associated with more negative consequences from using all substances. Medical sedative use alone was not related to increased overdose or emergency room visits associated with heroin use. Non-medical sedative use was associated with increases in 15 of the 21 measured heroin consequences and only one of those - health problems - was also associated with medical sedative use. CONCLUSIONS Concomitant non-medical sedative use and heroin use is associated with significantly greater negative outcomes than those experienced by heroin users who report use of sedatives only as prescribed. Understanding these differences offers insight into risks related to using both substances and may help treatment providers create targeted harm reduction interventions for this population.
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Affiliation(s)
- Tabitha E.H. Moses
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine
| | - Leslie H. Lundahl
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine,Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences Wayne State University, Detroit, MI 48201, USA
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Roy É, Arruda N, Jutras-Aswad D, Berbiche D, Motta-Ochoa R, Bruneau J. Tranquilizer misuse among active cocaine users: Predictors of initiation. Drug Alcohol Rev 2018; 37:520-526. [PMID: 29405461 DOI: 10.1111/dar.12666] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 12/21/2017] [Accepted: 01/11/2018] [Indexed: 10/18/2022]
Abstract
INTRODUCTION AND AIMS Tranquilizer use is associated with negative health outcomes among people who use drugs. This paper aims to estimate the incidence rate (initiation) and identify predictors of tranquilizer misuse (TM) among cocaine users. DESIGN AND METHODS A prospective cohort study was conducted in Montreal, Canada. Interviewer-administered questionnaires were carried out at 3-month intervals. Initiation was defined as misusing a tranquilizer for the first time during follow-up. 'Lasting-initiation', defined as reporting TM at the next visit following first use, was also examined. Cox proportional hazard regression analyses were carried out to assess predictors of initiation to TM. RESULTS Among the 245 participants who were eligible for the initiation analyses, 123 started TM during follow-up for an incidence rate of 40.49 per 100 person-years (95% confidence interval, CI: 33.80-48.15). Of the 123 initiates, 35.7% were still using at the interview following initiation for an incidence rate of 14.70 per 100 person-years (95% CI: 10.82-19.56). Multivariate models showed that independent predictors of initiation and 'lasting initiation' were identical as having had a criminal activity as the main source of income, having been recently in treatment for a substance use disorder (SUD) and reporting non-medical use of prescription opioids. DISCUSSION AND CONCLUSIONS The incidence rate of TM initiation was high among a sample of cocaine users. Initiation was predicted by a problematic drug use pattern involving polydrug use, involvement in the street economy and having been in treatment for a SUD. These findings have implications for prevention and harm reduction strategies.
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Affiliation(s)
- Élise Roy
- Faculty of Medicine and Health Sciences, University of Sherbrooke, Longueuil, Canada.,National Institute of Public Health of Quebec, Montreal, Canada
| | - Nelson Arruda
- Faculty of Medicine and Health Sciences, University of Sherbrooke, Longueuil, Canada
| | | | - Djamal Berbiche
- Department of Psychiatry, University of Montreal, Montreal, Canada
| | - Rossio Motta-Ochoa
- Faculty of Medicine and Health Sciences, Charles-Le Moyne Hospital Research Centre, Longueuil, Canada
| | - Julie Bruneau
- Department of Family Medicine, University of Montreal, Montreal, Canada
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