1
|
Clingan SE, Woodruff SI, Gaines TL, Davidson PJ. Detoxification, 12-step meeting attendance, and non-fatal opioid overdoses among a suburban/exurban population with opioid use disorder. J Addict Dis 2023; 41:266-273. [PMID: 35950698 PMCID: PMC9918603 DOI: 10.1080/10550887.2022.2108287] [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] [Indexed: 10/15/2022]
Abstract
BACKGROUND Drug overdoses are the leading cause of injury death in the United States with an estimated 105,752 individuals dying from an overdose in the United States in a 12-month period ending October 2021. Given that people who have opioid use disorder (OUD) are at an increased risk of death, it is crucial to assess risk factors associated with opioid overdose to improve interventions. OBJECTIVES We examine factors associated with non-fatal overdose among a suburban/exurban population with OUD in Southern California. METHODS Participants were recruited by convenience sampling (n = 355) and were interviewed between November 2017 to August 2018. Participants were eligible for the study if they had a history of pharmaceutical opioid use. RESULTS A total of 198 (55.8%) participants reported at least one overdose in their lifetime. A total of 229 participants identified as male, 124 identified as female, and 2 identified as non-binary. When controlling for demographic factors, non-oral opioid administration at first opioid use (AOR 2.82, 95% CI 1.52-5.22), having a history of methadone detoxification, (AOR 2.23, 95% CI 1.27-3.91), history of buprenorphine detoxification (AOR 1.77, 95% CI 1.02-3.07), and history of 12 step attendance (AOR 1.89, 95% CI 1.12-3.20) were found to be independently and positively associated with lifetime opioid overdose. CONCLUSIONS Detoxification with buprenorphine and methadone was found to be associated with having a non-fatal opioid overdose. Buprenorphine and methadone should not be prescribed as a detoxification medication as long-term use of medication for OUD results in better outcomes than medication that is used short-term.
Collapse
Affiliation(s)
- Sarah E. Clingan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Susan I. Woodruff
- School of Social Work, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4119
| | - Tommi L. Gaines
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093
| | - Peter J. Davidson
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093
| |
Collapse
|
2
|
Kasson E, Filiatreau LM, Kaiser N, Davet K, Taylor J, Garg S, El Sherief M, Aledavood T, De Choudhury M, Cavazos-Rehg P. Using Social Media to Examine Themes Surrounding Fentanyl Misuse and Risk Indicators. Subst Use Misuse 2023; 58:920-929. [PMID: 37021375 PMCID: PMC10464934 DOI: 10.1080/10826084.2023.2196574] [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: 04/07/2023]
Abstract
Background: Opioid misuse is a crisis in the United States, and synthetic opioids such as fentanyl pose risks for overdose and mortality. Individuals who misuse substances commonly seek information and support online due to stigma and legal concerns, and this online networking may provide insight for substance misuse prevention and treatment. We aimed to characterize topics in substance-misuse related discourse among members of an online fentanyl community. Method: We investigated posts on a fentanyl-specific forum on the platform Reddit to identify emergent substance misuse-related themes potentially indicative of heightened risk for overdose and other adverse health outcomes. We analyzed 27 posts and 338 comments with a qualitative codebook established using a subset of user posts via inductive and deductive methods. Posts and comments were independently reviewed by two coders with a third coder resolving discrepancies. The top 200 subreddits with the most activity by r/fentanyl members were also inductively analyzed to understand interests of r/fentanyl users. Results: Functional/quality of life impairments due to substance misuse (29%) was the most commonly occurring theme, followed by polysubstance use (27%) and tolerance/dependence/withdrawal (20%). Additional themes included drug identification with photos, substances cut with other drugs, injection drugs, and past overdoses. Media-focused subreddits and other drug focused communities were among the communities most often followed by r/fentanyl users. Conclusion: Themes closely align with DSM-V substance use disorder symptoms for fentanyl and other substances. High involvement in media-focused subreddits and other substance-misuse-related communities suggests digital platforms as acceptable for overdose prevention and recovery support interventions.
Collapse
Affiliation(s)
- Erin Kasson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| | - Lindsey M. Filiatreau
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| | - Nina Kaiser
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| | - Kevin Davet
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| | - Jordan Taylor
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| | - Sanjana Garg
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332
| | - Mai El Sherief
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332
| | - Talayeh Aledavood
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332
| | | | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63130
| |
Collapse
|
3
|
Hartz SM, Culverhouse RC, Mintz CM, Ellis MS, Kasper ZA, Cavazos-Rehg P, Grucza RA, Bierut LJ, Cicero TJ. Association between recent overdose and chronic pain among individuals in treatment for opioid use disorder. PLoS One 2022; 17:e0271379. [PMID: 36441691 PMCID: PMC9704550 DOI: 10.1371/journal.pone.0271379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 06/30/2022] [Indexed: 11/29/2022] Open
Abstract
Chronic pain increases risk for opioid overdose among individuals with opioid use disorder. The purpose of this study is to evaluate the relationship between recent overdose and whether or not chronic pain is active. 3,577 individuals in treatment for opioid use disorder in 2017 or 2018 were surveyed regarding recent overdoses and chronic pain. Demographics from the 2017 Treatment Episode Data Set, which includes all U.S. facilities licensed or certified to provide substance use care, were used to evaluate the generalizability of the sample. χ2 tests and logistic regression models were used to compare associations between recent overdoses and chronic pain. Specifically, active chronic pain was associated with opioid overdose among people in treatment for opioid use disorder. Individuals with active chronic pain were more likely to have had a past month opioid overdose than those with no history chronic pain (adjusted OR = 1.55, 95% CI 1.16-2.08, p = 0.0003). In contrast, individuals with prior chronic pain, but no symptoms in the past 30 days, had a risk of past month opioid overdose similar to those with no history of chronic pain (adjusted OR = 0.88, 95% CI 0.66-1.17, p = 0.38). This suggests that the incorporation of treatment for chronic pain into treatment for opioid use disorder may reduce opioid overdoses.
Collapse
Affiliation(s)
- Sarah M. Hartz
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Robert C. Culverhouse
- Department of Medicine and Division of Biostatistics, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Carrie M. Mintz
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Matthew S. Ellis
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Zachary A. Kasper
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Richard A. Grucza
- Department of Family & Community Medicine, St. Louis University School of Medicine, St. Louis, Missouri, United States of America
| | - Laura J. Bierut
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| | - Theodore J. Cicero
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, Missouri, United States of America
| |
Collapse
|
4
|
Yarborough BJH, Stumbo SP, Rosales AG, Ahmedani BK, Boggs JM, Daida YG, Negriff S, Rossom RC, Simon G, Perrin NA. Opioid-related variables did not improve suicide risk prediction models in samples with mental health diagnoses. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022; 8. [PMID: 36276588 PMCID: PMC9583814 DOI: 10.1016/j.jadr.2022.100346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background Suicide risk prediction models derived from machine learning of electronic health records and insurance claims are an innovation in suicide prevention. Some models do not include opioid-related variables despite the relationship between opioids and suicide. This study evaluated whether inclusion of opioid-related variables improved suicide risk prediction models developed by the Mental Health Research Network. Methods Approximately 630 opioid-related variables and interactions terms were introduced into existing suicide prediction models run in datasets of patient visits in mental health care (n = 27,755,401 visits) or primary care when a mental health diagnosis was given (n = 19,340,461 visits). Training and validation datasets were created. LASSO regression with 10-fold validation identified variables to be added to the models. Results The new models predicting suicide attempts and suicide deaths in the mental health specialty visit sample performed as well as the existing models (new C-statistic for attempts model = 0.855, CI: 0.853-0.857 versus original C-statistic = 0.851, CI 0.848-0.853; death model = 0.868, CI: 0.856-0.879 versus 0.861, CI 0.848-0.875). The new model for suicide death in the primary care sample improved (0.855, CI: 0.837-0.874 versus 0.833, CI 0.813-0.853) while performance of the new model for suicide attempt in that sample degraded (0.843, CI: 0.839-0.847 versus 0.853, CI 0.849-0.857). Limitations Analyses did not include patients without recent care, data did not include illicit opioid use or unrecognized opioid use disorder. Conclusions Among patients with mental health diagnoses, inclusion of opioid-related variables did not improve prediction of suicide risk beyond mental health predictors.
Collapse
Affiliation(s)
| | - Scott P Stumbo
- Kaiser Permanente Northwest Center for Health Research, Portland, OR
| | | | - Brian K Ahmedani
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, MI
| | - Jennifer M Boggs
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO
| | - Yihe G Daida
- Center for Integrated Health Care Research, Kaiser Permanente Hawaii, Honolulu, HI
| | - Sonya Negriff
- Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena, CA
| | | | - Greg Simon
- Kaiser Permanente Washington Health Research Institute, Seattle, WA
| | | |
Collapse
|
5
|
Teeter BS, Thannisch MM, Martin BC, Zaller ND, Jones D, Mosley CL, Curran GM. Opioid overdose counseling and prescribing of naloxone in rural community pharmacies: A pilot study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 2. [PMID: 35128518 PMCID: PMC8813166 DOI: 10.1016/j.rcsop.2021.100019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Introduction Fatal overdoses from opioids increased four-fold from 1999 to 2009, and they are now the leading cause of death among Americans under 50. Legislation has been passed by every state to increase access to naloxone but dispensing by community pharmacies remains low. Objectives The objective of this study was to pilot test a proactive opioid overdose counseling intervention and a passive naloxone intervention, and the implementation strategies developed to support their delivery, in rural community pharmacies on relevant implementation outcomes. Methods The interventions, implementation strategies, and the overall pilot study approach were developed in a collaborative partnership with a regional supermarket pharmacy chain. They selected 2 rural pharmacies to participate in the pilot study and 2 non-intervention pharmacies to serve as comparison sites. Two interventions were pilot tested in the 2 intervention pharmacies: 1)a proactive opioid overdose counseling intervention and 2) a passive naloxone intervention. An explanatory sequential mixed-methods design was utilized to evaluate adoption, feasibility, acceptability, and appropriateness outcomes after the 3-month observation period. Results Between the 2 intervention pharmacies, 130 patients received the opioid overdose counseling intervention. 44 (33.8%) were prescribed and dispensed naloxone. Zero naloxone prescriptions were written or dispensed at the comparison pharmacies. Interviews with pharmacy staff found the interventions to be feasible, acceptable, and appropriate in their settings. Conclusion This small scale pilot study in partnership with a regional supermarket pharmacy chain had positive results with a third of patients who received the opioid overdose counseling intervention being dispensed naloxone. However, the majority of patients did not receive naloxone indicating additional revisions to the intervention components and/or implementation strategies are needed to improve the overall impact of the interventions.
Collapse
Affiliation(s)
- Benjamin S Teeter
- Center for Implementation Research, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America
| | - Mary M Thannisch
- University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America
| | - Nickolas D Zaller
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America
| | - Duane Jones
- Harps Food Stores, Inc., Springdale, AR 72762, United States of America
| | - Cynthia L Mosley
- Center for Implementation Research, Department of Pharmacy Practice, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America
| | - Geoffrey M Curran
- Center for Implementation Research, Departments of Pharmacy Practice and Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States of America.,Central Arkansas Veterans Healthcare System, 2200 Fort Roots Drive, North Little Rock, AR 72114, United States of America
| |
Collapse
|
6
|
Recommendations for Emergency Departments Caring for Persons with Opioid Use and Opioid Use Disorders: An Integrative Review. J Emerg Nurs 2022; 48:129-144. [PMID: 35031133 DOI: 10.1016/j.jen.2021.11.003] [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: 05/06/2021] [Revised: 09/18/2021] [Accepted: 11/08/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION The emergency department is a primary portal to care for persons after an opioid overdose and those with an opioid use disorder. The aim of this integrative review was to provide best practice recommendations for nurses caring for this highly stigmatized and often undertreated population. METHODS An integrative review was conducted using studies focusing on adults treated with opioid agonist-antagonist medications in the emergency department. The integrative review method by Whittemore and Knafl was used to guide this review and enhance its rigor. RESULTS Twelve studies were included in the review. Opioid care begins with identifying opioid use risk, followed by implementing tailored strategies including opioid agonist-antagonist treatment if indicated, referral to treatment when warranted, and follow-up opioid use monitoring when feasible. Eleven recommendations provide guidance on integrating best practices into routine emergency care. DISCUSSION The emergency department is an ideal setting for addressing the opioid crisis. Nurses can use the recommendations from this review to lead system change and more effectively manage the care of persons with opioid use and opioid withdrawal, and those at risk for opioid overdose.
Collapse
|
7
|
Armoon B, Higgs P, Mohammadi R. Mental health status, health service utilization, drug use behaviors associated with non-fatal overdose among people who use illicit drugs: A meta-analysis. JOURNAL OF SUBSTANCE USE 2021. [DOI: 10.1080/14659891.2021.2019331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Bahram Armoon
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Peter Higgs
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Rasool Mohammadi
- Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| |
Collapse
|
8
|
Garg S, Taylor J, El Sherief M, Kasson E, Aledavood T, Riordan R, Kaiser N, Cavazos-Rehg P, De Choudhury M. Detecting risk level in individuals misusing fentanyl utilizing posts from an online community on Reddit. Internet Interv 2021; 26:100467. [PMID: 34804810 PMCID: PMC8581502 DOI: 10.1016/j.invent.2021.100467] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/25/2021] [Accepted: 10/01/2021] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Opioid misuse is a public health crisis in the US, and misuse of synthetic opioids such as fentanyl have driven the most recent waves of opioid-related deaths. Because those who misuse fentanyl are often a hidden and high-risk group, innovative methods for identifying individuals at risk for fentanyl misuse are needed. Machine learning has been used in the past to investigate discussions surrounding substance use on Reddit, and this study leverages similar techniques to identify risky content from discussions of fentanyl on this platform. METHODS A codebook was developed by clinical domain experts with 12 categories indicative of fentanyl misuse risk, and this was used to manually label 391 Reddit posts and comments. Using this data, we built machine learning classification models to identify fentanyl risk. RESULTS Our machine learning risk model was able to detect posts or comments labeled as risky by our clinical experts with 76% accuracy and 76% sensitivity. Furthermore, we provide a vocabulary of community-specific, colloquial words for fentanyl and its analogues. DISCUSSION This study uses an interdisciplinary approach leveraging machine learning techniques and clinical domain expertise to automatically detect risky discourse, which may elicit and benefit from timely intervention. Moreover, our vocabulary of online terms for fentanyl and its analogues expands our understanding of online "street" nomenclature for opiates. Through an improved understanding of substance misuse risk factors, these findings allow for identification of risk concepts among those misusing fentanyl to inform outreach and intervention strategies tailored to this at-risk group.
Collapse
Affiliation(s)
- Sanjana Garg
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332, United States of America
| | - Jordan Taylor
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332, United States of America
| | - Mai El Sherief
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332, United States of America
| | - Erin Kasson
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO 63130, United States of America
| | | | - Raven Riordan
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO 63130, United States of America
| | - Nina Kaiser
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO 63130, United States of America
| | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO 63130, United States of America
| | - Munmun De Choudhury
- College of Computing, Georgia Institute of Technology, Atlanta, GA 30332, United States of America
| |
Collapse
|
9
|
Armoon B, Bayani A, Griffiths MD, Bayat AH, Mohammadi R, Fattah Moghaddam L, Ahounbar E. Prevalence and high-risk behaviors associated with non-fatal overdose among people who use illicit opioids: A systematic review and meta-analysis. JOURNAL OF SUBSTANCE USE 2021. [DOI: 10.1080/14659891.2021.1978112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Bahram Armoon
- Research Center, Douglas Mental Health University Institute, Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, Qc, Canada
| | - Azadeh Bayani
- Student Research Committee, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Amir-Hossein Bayat
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Rasool Mohammadi
- Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Ladan Fattah Moghaddam
- Department of Nursing, Faculty of Nursing and Midwifery, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Elahe Ahounbar
- Substance Abuse and Dependence Research Center, The University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| |
Collapse
|
10
|
Armoon B, SoleimanvandiAzar N, Rostami M, Higgs P, Bayani A, Bayat AH, Mohammadi R, Ahounbar E, Fattah Moghaddam L. Drug type and risk behaviors associated with non-fatal overdose among people who use drugs: a systematic review and meta-analysis. J Addict Dis 2021; 40:114-125. [PMID: 34286664 DOI: 10.1080/10550887.2021.1950262] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The present study aimed to determine the association between drug type, risk behaviors and non-fatal overdose among people who use drugs (PWUD). We searched for studies in English published before February 1, 2021, on PubMed, Scopus, Cochrane, and Web of Science to identify primary studies on the factors associated with non-fatal overdose among PWUD. After reviewing for study duplicates, the full-text of selected articles were assessed for eligibility using Population, Intervention, Comparator, Outcomes (PICO) criteria. After a detailed assessment of over 13,845 articles, a total of 49 studies met the eligibility criteria. We found that non-injection opioid use, heroin injection, cocaine use, concurrent use of buprenorphine and benzodiazepines, benzodiazepine use, incarceration, injecting drugs, and duration of injecting were associated with greater odds of non-fatal overdose among PWUD. The findings of the current meta-analysis support the requirement to improve suitable harm reduction strategies for drug users, such as peer-based overdose management, and further focusing on the need to balance the current emphasis on enforcement-based responses to illegal drug use with health-related interventions.
Collapse
Affiliation(s)
- Bahram Armoon
- Douglas Hospital Research Centre, Douglas Mental Health University Institute, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Neda SoleimanvandiAzar
- Preventive Medicine and Public Health Research Center, Psychosocial Health Research Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Rostami
- Department of Counseling, Faculty of Humanities and Social Sciences, University of Kurdistan, Kurdistan, Iran
| | - Peter Higgs
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Azadeh Bayani
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Amir-Hossein Bayat
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran
| | - Rasool Mohammadi
- Department of Biostatistics and Epidemiology, School of Public Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Elahe Ahounbar
- Substance Abuse and Dependence Research Center, The University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Ladan Fattah Moghaddam
- Department of Nursing, Faculty of Nursing and Midwifery, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| |
Collapse
|
11
|
Prevalence and correlates of multiple non-fatal opioid overdoses among people who inject drugs who utilise needle syringe programs in Australia. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 96:103245. [PMID: 33840562 DOI: 10.1016/j.drugpo.2021.103245] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 03/15/2021] [Accepted: 03/21/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Non-fatal overdose (NFOD) is a major cause of morbidity among people who inject drugs (PWID) and multiple NFOD is associated with increased risk of fatal overdose. Despite this, few studies have examined the prevalence and correlates of drug-specific multiple NFOD. The current study aimed to determine the prevalence and correlates of recent multiple non-fatal opioid overdose (NFOOD) among PWID who access needle syringe programs (NSPs) in Australia. METHODS The Australian Needle and Syringe Program Survey is conducted annually and was conducted at 46 sites across Australia in 2019. Participation involves completion of a self-administered questionnaire and a capillary dried blood spot for HIV and hepatitis C virus testing. In 2019, respondents who reported a minimum of one NFOOD in the previous 12 months (recent NFOOD) were asked to complete supplementary questions regarding their last NFOOD. Bivariate and multivariate logistic regression were used to determine factors independently associated with multiple recent NFOOD. RESULTS A total of 222 respondents reported recent NFOOD. Respondents were predominantly male (59%), one third (39%) were aged less than 39 years and 73% reported last injecting heroin at their last NFOOD. One in two respondents (48%, n = 107) reported multiple opioid overdoses (median 3, interquartile range 2-5). The odds of reporting multiple NFOOD were higher among respondents who reported injecting in a public location at their last NFOOD (adjusted odds ratio [AOR] 2.10, 95% CI 1.14-3.90, p = 0.018) and benzodiazepine use in the 12 h prior to NFOOD (AOR 2.74, 95% CI 1.50-4.99, p = 0.001). CONCLUSIONS Multiple NFOOD was prevalent among PWID who utilised NSPs who reported recent NFOOD. Public injecting and benzodiazepine use were associated with increased risk of multiple NFOOD, and there is a need for interventions specifically targeting PWID who report these high risk injecting practices.
Collapse
|
12
|
Wright M, De Aquino JP, Bystrak T. Case report: Increasing the frequency of intramuscular naltrexone administration in a high risk patient with opioid use disorder. Subst Abus 2021; 42:493-496. [PMID: 33689592 DOI: 10.1080/08897077.2021.1876811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: As the United States faces a national opioid crisis, opioid overdose deaths have significantly risen over the past decade. Patients with opioid use disorder, particularly those who use high-potency synthetic opioids, are at an increased risk of fatal opioid overdose. Alternative dosing strategies for the treatment of opioid use disorder must be considered in high-risk patients to prevent opioid overdose. Case: One patient with opioid use disorder at high risk for overdose was treated with extended-release (XR) intramuscular (IM) naltrexone initially every 28 days, but was frequently reporting increased cravings during the week prior to the next injection being due. This patient's dose of XR IM naltrexone was then given at an increased dosing frequency of every 21-24 days for three months. Opioid craving suppression was achieved without clinical or laboratory evidence of side effects or hepatotoxicity. Discussion: In patients with especially high risk of opioid overdose, consideration of novel dosing strategies for continuation of opioid abstinence is necessary. This is the first report demonstrating the short-term safety and efficacy of more frequent dosing of XR IM naltrexone. This case demonstrates that in select high-risk patients, more frequent dosing of XR IM naltrexone may be an effective strategy to reduce opioid cravings. Informed Consent: The case was reviewed with the Intuition's Privacy Officer who informed the authors that informed consent could not be obtained by the patient's family members due to 38 U.S.C 7332 restrictions on protected information. This manuscript was de-identified and approved by the institution's local privacy officer for publication in accordance with institution policy.
Collapse
Affiliation(s)
- Melissa Wright
- Manchester Veterans Affairs Medical Center, Manchester, New Hampshire, USA
| | - Joao P De Aquino
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut, USA.,Yale School of Medicine, New Haven, Connecticut, USA
| | - Tamara Bystrak
- Coatesville Veterans Affairs Medical Center, Coatesville, Pennsylvania, USA
| |
Collapse
|
13
|
PARK JUNYEONG, ROUHANI SABA, BELETSKY LEO, VINCENT LOUISE, SALONER BRENDAN, SHERMAN SUSANG. Situating the Continuum of Overdose Risk in the Social Determinants of Health: A New Conceptual Framework. Milbank Q 2020; 98:700-746. [PMID: 32808709 PMCID: PMC7482387 DOI: 10.1111/1468-0009.12470] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Policy Points This article reconceptualizes our understanding of the opioid epidemic and proposes six strategies that address the epidemic's social roots. In order to successfully reduce drug-related mortality over the long term, policymakers and public health leaders should develop partnerships with people who use drugs, incorporate harm reduction interventions, and reverse decades of drug criminalization policies. CONTEXT Drug overdose is the leading cause of injury-related death in the United States. Synthetic opioids, predominantly illicit fentanyl and its analogs, surpassed prescription opioids and heroin in associated mortality rates in 2016. Unfortunately, interventions fail to fully address the current wave of the opioid epidemic and often omit the voices of people with lived experiences regarding drug use. Every overdose death is a culmination of a long series of policy failures and lost opportunities for harm reduction. METHODS In this article, we conducted a scoping review of the opioid literature to propose a novel framework designed to foreground social determinants more directly into our understanding of this national emergency. The "continuum of overdose risk" framework is our synthesis of the global evidence base and is grounded in contemporary theories, models, and policies that have been successfully applied both domestically and internationally. FINDINGS De-escalating overdose risk in the long term will require scaling up innovative and comprehensive solutions that have been designed through partnerships with people who use drugs and are rooted in harm reduction. CONCLUSIONS Without recognizing the full drug-use continuum and the role of social determinants, the current responses to drug overdose will continue to aggravate the problem they are trying to solve.
Collapse
Affiliation(s)
| | | | - LEO BELETSKY
- School of Law and Bouvé College of Health SciencesNortheastern University
| | | | | | | |
Collapse
|
14
|
Otachi JK, Vundi N, Surratt HL. Examining Factors Associated with Non-Fatal Overdose among People Who Inject Drugs in Rural Appalachia. Subst Use Misuse 2020; 55:1935-1942. [PMID: 32552243 PMCID: PMC9121392 DOI: 10.1080/10826084.2020.1781179] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Overdose (OD) deaths have continued to rise in the United States posing a critical public health challenge. Various factors have been associated with increased likelihood of OD, including history of injection drug use. Purpose: This study examined multi-level factors associated with non-fatal OD among current people who inject drugs (PWID) in Appalachian Kentucky. Methods: This cross-sectional study utilized data from 324 PWID recruited via Respondent-Driven Sampling techniques in three Appalachian counties. The analysis focused on correlates of overdose history among people who inject drugs (PWID). Findings: Approximately 36.7% of our sample reported having overdosed in their lifetime, with only 21.4% currently having access to a naloxone kit for OD reversal. Respondents who had injected fentanyl alone or in combination with another drug (OR = 4.26, 95% CI= 2.31,7.86) had 4 times higher odds of an OD than those who did not. Our study found those who injected buprenorphine as primary drug (OR = 0.29, 95% CI = 0.10,0.81) had lower odds of OD compared to those who injected heroin. Conclusions/Importance: Given an increase in OD prevalence among PWID in the U.S, and especially among people living in the Appalachian region of Kentucky, assessing factors associated with OD is critical in development of tailored public health interventions to address the disparate rates of non-fatal OD in this vulnerable population.
Collapse
Affiliation(s)
- Janet K Otachi
- College of Nursing, University of Kentucky, Lexington, Kentucky, USA
| | - Nikita Vundi
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
| | - Hilary L Surratt
- College of Medicine, University of Kentucky, Lexington, Kentucky, USA
| |
Collapse
|
15
|
Fernandez AC, Bush C, Bonar EE, Blow FC, Walton MA, Bohnert AA. Alcohol and Drug Overdose and the Influence of Pain Conditions in an Addiction Treatment Sample. J Addict Med 2020; 13:61-68. [PMID: 30161038 PMCID: PMC6533535 DOI: 10.1097/adm.0000000000000451] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE Overdose from alcohol and/or drugs kills tens of thousands of Americans annually, with a large number of deaths attributed to opioid pain medications. Addiction treatment patients are known to be at high risk for overdose; however, the relationship between pain and overdose history within this group is understudied, especially in relation to alcohol overdoses. In the present study, we evaluated whether nonfatal overdose history was more likely among addiction treatment patients with pain, and examined the characteristics of overdoses among those with and without pain. METHODS We analyzed cross-sectional data from 739 patients at a large residential addiction treatment center (median age 37, 25.7% female). We used 2-stepped binary regression models to evaluate whether demographics, pain type (chronic, acute, or both), depression symptoms, and opioid misuse were associated with lifetime history of nonfatal (1) alcohol and (2) drug overdose (lifetime yes/no), and conducted follow-up analyses examining overdose characteristics. RESULTS In adjusted analyses, history of chronic pain (odds ratio [OR] 2.60, 95% confidence interval [CI] 1.59, 4.27) and illicit drug use (OR 1.99, 95% CI 1.07, 3.68) were associated with an increased likelihood of nonfatal alcohol overdose. Opioid misuse (OR 3.11, 95% CI 2.51, 3.86), depression symptoms (OR 1.33, 95% CI 1.14, 1.55), and younger age (OR 0.96, 95% CI 0.94, 0.97) were associated with increased likelihood of drug overdose. Those with pain reported a higher number of lifetime alcohol overdoses and were more likely to combine numerous drugs with alcohol before overdose. CONCLUSIONS Pain conditions may play an under-recognized role in the overdose epidemic, particularly alcohol-related overdose. Addiction treatment and overdose prevention interventions should incorporate appropriate assessment and treatment of pain including education about the risks of polysubstance use, particularly combining alcohol with sedatives and prescription pain relievers.
Collapse
Affiliation(s)
- Anne C. Fernandez
- Department of Psychiatry & Addiction Center, Michigan Medicine, Ann Arbor, MI, 48109 USA
| | - Christopher Bush
- Department of Population Health Sciences, Duke University, Durham, NC
| | - Erin E. Bonar
- Department of Psychiatry & Addiction Center, Michigan Medicine, Ann Arbor, MI, 48109 USA
- Injury Prevention Center, Michigan Medicine, Ann Arbor, MI, 48109, USA
| | - Frederic C. Blow
- Department of Psychiatry & Addiction Center, Michigan Medicine, Ann Arbor, MI, 48109 USA
- VA Center for Clinical Management Research, Ann Arbor, MI, 48109, USA
| | - Maureen A. Walton
- Department of Psychiatry & Addiction Center, Michigan Medicine, Ann Arbor, MI, 48109 USA
- Injury Prevention Center, Michigan Medicine, Ann Arbor, MI, 48109, USA
| | - Amy A.S.B. Bohnert
- Department of Psychiatry & Addiction Center, Michigan Medicine, Ann Arbor, MI, 48109 USA
- VA Center for Clinical Management Research, Ann Arbor, MI, 48109, USA
| |
Collapse
|
16
|
The prevalence of non-fatal overdose among people who inject drugs: A multi-stage systematic review and meta-analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2019; 73:172-184. [DOI: 10.1016/j.drugpo.2019.07.030] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 07/15/2019] [Accepted: 07/15/2019] [Indexed: 12/13/2022]
|
17
|
Lee WK, Hayashi K, DeBeck K, Milloy MJS, Grant C, Wood E, Kerr T. Association between posttraumatic stress disorder and nonfatal drug overdose. PSYCHOLOGICAL TRAUMA-THEORY RESEARCH PRACTICE AND POLICY 2019; 12:373-380. [PMID: 31524428 DOI: 10.1037/tra0000511] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE North America is in the midst of a growing drug overdose crisis. While prescription opioid misuse and synthetic opioids such as fentanyl have been implicated in the overdose crisis, less attention has been given to the role that posttraumatic stress disorder (PTSD) may play in this crisis. As such, this study sought to examine the relationship between PTSD and risk of nonfatal overdose among people who use drugs (PWUD). METHOD Data were derived from three prospective cohorts of PWUD in Vancouver, Canada. For each participant, PTSD was assessed using the PTSD Checklist for the DSM-5. Multivariate logistic regression analysis was used to estimate the relationship between PTSD and nonfatal overdose, adjusting for potential confounders. RESULTS Between 2016 and 2018 among 1,059 PWUD, including 363 (34%) nonmale participants, 171 (16%) experienced a nonfatal drug overdose in the past 6 months, and 414 (39%) met criteria for a provisional PTSD diagnosis. In multivariate analysis, PTSD (adjusted odds ratio = 1.98, 95% confidence interval [1.4, 2.79]) remained independently associated with nonfatal overdose after adjustment for a range of confounders. CONCLUSIONS Among participants in these community-recruited cohorts of PWUD, having a provisional PTSD diagnosis nearly doubled the risk of nonfatal overdose. The findings from this study support the need to incorporate a trauma-informed approach within the current overdose prevention framework. Education and training relating to trauma and PTSD should be prioritized for health care professionals who work with and treat PWUD. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
Collapse
Affiliation(s)
| | | | | | | | | | - Evan Wood
- British Columbia Centre on Substance Use
| | | |
Collapse
|
18
|
Moyo P, Zhao X, Thorpe CT, Thorpe JM, Sileanu FE, Cashy JP, Hale JA, Mor MK, Radomski TR, Donohue JM, Hausmann LRM, Hanlon JT, Good CB, Fine MJ, Gellad WF. Dual Receipt of Prescription Opioids From the Department of Veterans Affairs and Medicare Part D and Prescription Opioid Overdose Death Among Veterans: A Nested Case-Control Study. Ann Intern Med 2019; 170:433-442. [PMID: 30856660 PMCID: PMC6736692 DOI: 10.7326/m18-2574] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND More than half of enrollees in the U.S. Department of Veterans Affairs (VA) are also covered by Medicare and can choose to receive their prescriptions from VA or from Medicare-participating providers. Such dual-system care may lead to unsafe opioid use if providers in these 2 systems do not coordinate care or if prescription use is not tracked between systems. OBJECTIVE To evaluate the association between dual-system opioid prescribing and death from prescription opioid overdose. DESIGN Nested case-control study. SETTING VA and Medicare Part D. PARTICIPANTS Case and control patients were identified from all veterans enrolled in both VA and Part D who filled at least 1 opioid prescription from either system. The 215 case patients who died of a prescription opioid overdose in 2012 or 2013 were matched (up to 1:4) with 833 living control patients on the basis of date of death (that is, index date), using age, sex, race/ethnicity, disability, enrollment in Medicaid or low-income subsidies, managed care enrollment, region and rurality of residence, and a medication-based measure of comorbid conditions. MEASUREMENTS The exposure was the source of opioid prescriptions within 6 months of the index date, categorized as VA only, Part D only, or VA and Part D (that is, dual use). The outcome was unintentional or undetermined-intent death from prescription opioid overdose, identified from the National Death Index. The association between this outcome and source of opioid prescriptions was estimated using conditional logistic regression with adjustment for age, marital status, prescription drug monitoring programs, and use of other medications. RESULTS Among case patients, the mean age was 57.3 years (SD, 9.1), 194 (90%) were male, and 181 (84%) were non-Hispanic white. Overall, 60 case patients (28%) and 117 control patients (14%) received dual opioid prescriptions. Dual users had significantly higher odds of death from prescription opioid overdose than those who received opioids from VA only (odds ratio [OR], 3.53 [95% CI, 2.17 to 5.75]; P < 0.001) or Part D only (OR, 1.83 [CI, 1.20 to 2.77]; P = 0.005). LIMITATION Data are from 2012 to 2013 and cannot capture prescriptions obtained outside the VA or Medicare Part D systems. CONCLUSION Among veterans enrolled in VA and Part D, dual use of opioid prescriptions was independently associated with death from prescription opioid overdose. This risk factor for fatal overdose among veterans underscores the importance of care coordination across health care systems to improve opioid prescribing safety. PRIMARY FUNDING SOURCE U.S. Department of Veterans Affairs.
Collapse
Affiliation(s)
- Patience Moyo
- Brown University School of Public Health, Providence, Rhode Island (P.M.)
| | - Xinhua Zhao
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania (X.Z., F.E.S., J.P.C., J.A.H.)
| | - Carolyn T Thorpe
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, and University of North Carolina Eshelman School of Pharmacy, Chapel Hill, North Carolina (C.T.T., J.M.T.)
| | - Joshua M Thorpe
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, and University of North Carolina Eshelman School of Pharmacy, Chapel Hill, North Carolina (C.T.T., J.M.T.)
| | - Florentina E Sileanu
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania (X.Z., F.E.S., J.P.C., J.A.H.)
| | - John P Cashy
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania (X.Z., F.E.S., J.P.C., J.A.H.)
| | - Jennifer A Hale
- VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania (X.Z., F.E.S., J.P.C., J.A.H.)
| | - Maria K Mor
- VA Pittsburgh Healthcare System and University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania (M.K.M., J.M.D.)
| | - Thomas R Radomski
- VA Pittsburgh Healthcare System and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (T.R.R., L.R.H., M.J.F.)
| | - Julie M Donohue
- VA Pittsburgh Healthcare System and University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania (M.K.M., J.M.D.)
| | - Leslie R M Hausmann
- VA Pittsburgh Healthcare System and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (T.R.R., L.R.H., M.J.F.)
| | - Joseph T Hanlon
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania; VA Pittsburgh Healthcare System and University of Pittsburgh, Pittsburgh, Pennsylvania (J.T.H.)
| | - Chester B Good
- VA Pittsburgh Healthcare System, University of Pittsburgh School of Medicine, and UPMC Health Plan, Pittsburgh, Pennsylvania (C.B.G.)
| | - Michael J Fine
- VA Pittsburgh Healthcare System and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (T.R.R., L.R.H., M.J.F.)
| | - Walid F Gellad
- VA Pittsburgh Healthcare System, and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (W.F.G.)
| |
Collapse
|
19
|
Schiavon S, Hodgin K, Sellers A, Word M, Galbraith JW, Dantzler J, Cropsey KL. Medical, psychosocial, and treatment predictors of opioid overdose among high risk opioid users. Addict Behav 2018; 86:51-55. [PMID: 29884422 DOI: 10.1016/j.addbeh.2018.05.029] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 05/23/2018] [Accepted: 05/29/2018] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Drug overdoses are the leading cause of accidental death in the United States. It is imperative to explore predictors of opioid overdose in order to facilitate targeted treatment and prevention efforts. The present study was conducted as an exploratory examination of the factors associated with having a past opioid overdose. METHODS Participants (N = 244) from substance treatment facilities, inpatient services following ER admittance, or involved within the drug court system and who reported opioid use in the past 6 months were recruited in this study. Measures of opioid use and history were used to determine characteristics associated with previous experience of a non-fatal opioid overdose. RESULTS Opioid users who were Caucasian and used a combination of prescription opioids and heroin were more likely to have experienced a prior overdose. Opioid user characteristics associated with greater odds of experiencing a prior overdose included: witnessing a friend overdose (OR 4.21), having chronic hepatitis C virus (HCV) infection (OR 2.44), reporting a higher frequency of buprenorphine treatment episodes (OR 1.55), and having a higher frequency of witnessing others overdose (OR 1.42). Greater frequency of methadone treatment episodes was related to decreased odds of experiencing an overdose (OR 0.67). CONCLUSION Overall, this study demonstrated certain demographic and drug use factors associated with elevated risk for an overdose. Understanding the risk factors associated with drug overdose can lead to targeted naloxone training and distribution to prevent fatal overdoses.
Collapse
|
20
|
Park JN, Weir BW, Allen ST, Chaulk P, Sherman SG. Fentanyl-contaminated drugs and non-fatal overdose among people who inject drugs in Baltimore, MD. Harm Reduct J 2018; 15:34. [PMID: 29976195 PMCID: PMC6034235 DOI: 10.1186/s12954-018-0240-z] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 06/15/2018] [Indexed: 01/06/2023] Open
Abstract
Background The opioid crisis remains a major public health issue in the US and beyond. Despite rapid rises in fentanyl-related mortality nationally, little is known about the role of fentanyl in the occurrence of non-fatal overdose among people who use drugs. We examined the prevalence of non-fatal overdose and perceived fentanyl exposure among syringe services program (SSP) clients and modeled the correlates of non-fatal overdose. Methods Data were drawn from a cross-sectional survey of 203 SSP clients in Baltimore, MD recruited in 2016. Logistic regression models were used to identify the correlates of experiencing non-fatal overdose in the past 12 months. Results The majority (65%) was male, 52% were black, 41% were white, and 37% were homeless. Almost all (97%) used heroin, 64% injected heroin with cocaine (i.e., speedball), and many used other types of drugs. Half (53%) perceived fentanyl presence in their drugs either half, most or all of the time. Lifetime and past 12 month prevalence of non-fatal overdose were 58 and 31%, respectively. Independent correlates of non-fatal overdose in the past 12 months were perceiving fentanyl in drugs more than half the time (aOR = 2.79; 95% CI = 1.00–4.68), speedball injection (aOR = 2.80, 95% CI = 1.26–6.23), non-prescription buprenorphine use (aOR = 6.37; 95% CI = 2.86–14.17), and homelessness (aOR = 3.07; 95% CI = 1.28–7.39). Conclusions These data demonstrate that SSP clients are at high-risk of overdose, some of which is likely attributable to fentanyl exposure. Addressing the rising fentanyl epidemic will require comprehensive and innovative strategies that attend to drug use patterns and structural factors such as homelessness.
Collapse
Affiliation(s)
- Ju Nyeong Park
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Ju Nyeong Park, 624 N Broadway, HH163, Baltimore, MD, 21205, USA. .,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St, Baltimore, MD, 21205, USA.
| | - Brian W Weir
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Ju Nyeong Park, 624 N Broadway, HH163, Baltimore, MD, 21205, USA
| | - Sean T Allen
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Ju Nyeong Park, 624 N Broadway, HH163, Baltimore, MD, 21205, USA
| | - Patrick Chaulk
- Baltimore City Health Department, 1001 E. Fayette St, Baltimore, MD, 21201, USA.,Department of Health, Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD, 21205, USA.,Division of Infectious Diseases, School of Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Susan G Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Ju Nyeong Park, 624 N Broadway, HH163, Baltimore, MD, 21205, USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St, Baltimore, MD, 21205, USA
| |
Collapse
|
21
|
Dunn KE, Barrett FS, Fingerhood M, Bigelow GE. Opioid Overdose History, Risk Behaviors, and Knowledge in Patients Taking Prescribed Opioids for Chronic Pain. PAIN MEDICINE 2018; 18:1505-1515. [PMID: 27651504 DOI: 10.1093/pm/pnw228] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Objective More than 100 million adults in the United States experience chronic pain, and prescription opioids are the third most widely prescribed class of medications. Current opioid overdose prevention efforts almost exclusively target illicit opioid users, and little is known about the experience of overdose among patients being treated for chronic pain (CP) with a prescription opioid. Methods Patients experiencing CP for three or more months and receiving a prescription opioid for pain management (N = 502) completed a self-report survey that asked questions about opioid overdose history, past 30-day risk factors, and knowledge of opioid overdose, overdose risk, and naloxone. Results Approximately one in five CP participants reported experiencing a lifetime overdose. CP participants reported engaging in several behaviors associated with overdose risk and were unlikely to have been trained to administer naloxone. Fewer than 50% of participants answered any knowledge item correctly. The likelihood of having experienced an overdose increased as the scores on the SOAPP-R and DSM-5 opioid use disorder checklist increased, and a SOAPP-R score of 7 or higher or meeting DSM-5 mild opioid use disorder criteria were significantly associated with reporting a lifetime overdose (85% and 84% of participants who experienced an overdose, respectively). Conclusions Opioid overdose occurs at a high rate among CP participants, and this group is relatively uninformed about risk factors for overdose. Established SOAPP-R and DSM thresholds provide an opportunity to identify participants at elevated risk for having experienced an opioid overdose. These data support development of additional concentrated efforts to prevent overdose among chronic pain patients.
Collapse
Affiliation(s)
- Kelly E Dunn
- Departments of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine Baltimore, MD, USA
| | - Frederick S Barrett
- Departments of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine Baltimore, MD, USA
| | - Michael Fingerhood
- Department of Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA 21224
| | - George E Bigelow
- Departments of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine Baltimore, MD, USA
| |
Collapse
|
22
|
Bennett AS, Elliott L, Golub A, Wolfson-Stofko B, Guarino H. Opioid-Involved Overdose Among Male Afghanistan/Iraq-Era U.S. Military Veterans: A Multidimensional Perspective. Subst Use Misuse 2017; 52:1701-1711. [PMID: 28622067 PMCID: PMC5628147 DOI: 10.1080/10826084.2017.1306563] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND Mirroring nationwide trends in a broad range of U.S. populations, an alarming number of Afghanistan/Iraq-era U.S. Military veterans have experienced opioid-related overdoses. A growing body of research has examined the proximal behaviors that can precipitate an overdose; considerably less is known about more distal physiological, psychosocial and structural influences on these risk behaviors. OBJECTIVES This study adopts a multidimensional approach to better understand opioid-related overdose among U.S. Military veterans, and seeks to explore not only the proximal behavioral precipitants of overdose events, but also the complex nexus of physiological, psychological, and sociological influences that undergird overdose events. METHODS This qualitative examination is based on interview data from 36 male veterans who were discharged from the military after September 2001 and experienced at least one opioid-related overdose during or after military service. Participants were recruited in New York City during 2014 to share narrative accounts of their overdoses. RESULTS Veterans' accounts indicate that background experiences, such as self-medication for social and psychological pain, trauma, social alienation and isolation, and histories of illicit drug use, precondition the more immediate factors and behaviors that precipitate overdose (including bingeing on drugs, mixing drugs, naiveté about dosage, and ambivalence about life/death). CONCLUSIONS Findings suggest the need for comprehensive drug safety and overdose education that is sensitive to veterans' physiological, psychological, and sociological conditions. A multidimensional understanding of the distal and proximal overdose risks faced by veterans and other vulnerable groups may help lay a foundation for more inclusive/holistic approaches to overdose prevention and education.
Collapse
Affiliation(s)
- Alex S. Bennett
- Center for Community and Health Disparities Research, National Development and Research Institutes, Inc., New York, NY, USA
- Center for Drug Use and HIV/HCV Research, New York University, New York, NY, USA
| | - Luther Elliott
- Center for Community and Health Disparities Research, National Development and Research Institutes, Inc., New York, NY, USA
- Center for Drug Use and HIV/HCV Research, New York University, New York, NY, USA
| | - Andrew Golub
- Center for Community and Health Disparities Research, National Development and Research Institutes, Inc., New York, NY, USA
| | - Brett Wolfson-Stofko
- Center for Community and Health Disparities Research, National Development and Research Institutes, Inc., New York, NY, USA
- Center for Drug Use and HIV/HCV Research, New York University, New York, NY, USA
| | - Honoria Guarino
- Center for Community and Health Disparities Research, National Development and Research Institutes, Inc., New York, NY, USA
- Center for Drug Use and HIV/HCV Research, New York University, New York, NY, USA
- Institute for Infectious Disease Research, National Development and Research Institutes, Inc., New York, NY, USA
| |
Collapse
|
23
|
Bennett AS, Golub A, Elliott L. A behavioral typology of opioid overdose risk behaviors among recent veterans in New York City. PLoS One 2017; 12:e0179054. [PMID: 28594892 PMCID: PMC5464624 DOI: 10.1371/journal.pone.0179054] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Accepted: 05/23/2017] [Indexed: 12/01/2022] Open
Abstract
Objective To identify meaningful classes of opioid-using military veterans in terms of self-reported opioid overdose risk behaviors. Method The study recruited a sample of 218 military veterans in the NYC area who were discharged from active duty service after September 11, 2001 and reported past-month opioid use. Survey data including measures of mental health, social stressors, substance use, and opioid-related overdose risk behaviors were analyzed using Latent Class Analysis (LCA). Results A five group solution had excellent fit scores and interpretability. Factor analysis confirmed the existence of two major dimensions of variation: non-adherence and heroin use. The five groups included lower-risk prescription opioid users, non-adherent prescription opioid users and heroin users. The non-adherent prescription opioid users and heroin user classes were both further subdivided into “occasional” and “regular” use categories. In addition to endorsing a greater number of overdose risk behaviors, users in the regular use classes were more likely to screen positive for alcohol and substance use disorders, reported greater self-medicating opioid use to relieve anxiety, reported greater problems with physical pain, were more likely to have had mental health, alcohol and drug treatment, and were less likely to be employed or in school. Heroin users also were less likely to report stable housing. Conclusions Findings indicate that opioid overdose risk classes are grounded in contextual factors related to experiences of psychological, physiological, and social adjustment pain and distress which should be addressed in tailored interventions targeting opioid users’ unique constellations of risk behaviors and comorbid conditions.
Collapse
Affiliation(s)
- Alex S. Bennett
- National Development and Research Institutes Inc., New York, New York, United States of America
- Affiliated Investigator, Center for Drug Use and HIV/HCV Research, Rory Meyers College of Nursing, New York University, New York, New York, United States of America
- * E-mail:
| | - Andrew Golub
- National Development and Research Institutes Inc., New York, New York, United States of America
| | - Luther Elliott
- National Development and Research Institutes Inc., New York, New York, United States of America
- Affiliated Investigator, Center for Drug Use and HIV/HCV Research, Rory Meyers College of Nursing, New York University, New York, New York, United States of America
| |
Collapse
|
24
|
Dunn KE, Yepez-Laubach C, Nuzzo PA, Fingerhood M, Kelly A, Berman S, Bigelow GE. Randomized controlled trial of a computerized opioid overdose education intervention. Drug Alcohol Depend 2017; 173 Suppl 1:S39-S47. [PMID: 28363318 PMCID: PMC5918281 DOI: 10.1016/j.drugalcdep.2016.12.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 12/21/2016] [Accepted: 12/22/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND Opioid overdose (OD) has become a significant public health problem in need of effective interventions. The majority of existing educational interventions target provision of naloxone and are conducted in-person; these elements present logistical barriers that may limit wide-spread implementation. This study developed and evaluated an easily disseminated opioid OD educational intervention and compared computerized versus pamphlet delivery METHODS: Participants (N=76) undergoing opioid detoxification were randomly assigned to receive OD education via a Pamphlet (N=25), Computer (N=24), or Computer+Mastery (N=27) with identical content for all delivery modalities. Primary outcomes were changes from pre- to post-intervention in knowledge of opioid effects, opioid OD symptoms, and recommended opioid OD responses, as well as intervention acceptability. Also assessed at 1 and 3-month follow-ups were retention of knowledge and change in reported OD risk behaviors. RESULTS Knowledge increased following all three intervention-delivery modalities with few between-group differences observed in knowledge gain or acceptability ratings. Largest gains were in the domain of opioid OD response (from 41.8% to 73.8% mean correct responses; p<0.001). Knowledge was well sustained at the 1 and 3-month follow-ups among completers, where a significant reduction was seen in the critical behavioral risk factor of using opioids while alone. CONCLUSION Opioid overdose education delivered by computer or written pamphlet produced sustained increases in knowledge and reduction in a key behavioral risk factor. RESULTS Results support further evaluation of this educational intervention that can be used alone or to complement naloxone-training programs.
Collapse
Affiliation(s)
- Kelly E Dunn
- Johns Hopkins University School of Medicine, Departments of Psychiatry and Behavioral Sciences, United States.
| | - Claudia Yepez-Laubach
- Johns Hopkins University School of Medicine, Departments of Psychiatry and Behavioral Sciences, United States
| | - Paul A Nuzzo
- Johns Hopkins University School of Medicine, Departments of Psychiatry and Behavioral Sciences, United States
| | - Michael Fingerhood
- Johns Hopkins University School of Medicine, Departments of Medicine, United States
| | - Anne Kelly
- Johns Hopkins University School of Medicine, Departments of Medicine, United States
| | - Suzan Berman
- Johns Hopkins University School of Medicine, Departments of Medicine, United States
| | - George E Bigelow
- Johns Hopkins University School of Medicine, Departments of Psychiatry and Behavioral Sciences, United States
| |
Collapse
|
25
|
Ruan X, Luo JJ, Kaye AD. Opioid overdose leading to intensive care unit admission: Epidemiology and outcomes. J Crit Care 2017; 37:259-260. [DOI: 10.1016/j.jcrc.2016.08.029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 08/10/2016] [Indexed: 01/21/2023]
|
26
|
Ashrafioun L. Prescription Opioid Craving: Relationship With Pain and Substance Use-Related Characteristics. Subst Use Misuse 2016; 51:1512-20. [PMID: 27355237 DOI: 10.1080/10826084.2016.1188948] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Craving is associated with prescription opioid use in opioid-addicted pain patients. OBJECTIVES This study evaluated the relationship between craving for prescription opioids and selected pain and substance use characteristics. METHOD In this cross-sectional study, patients (N = 106) being treated for opioid dependence were recruited from one of three sites from December 2012 to April 2013. Participants completed the multi-dimensional Desire for Drugs Questionnaire to assess craving, and other questionnaires to assess pain, substance use, and demographic characteristics. Data were analyzed using Pearson product-by-moment correlations, ANOVAs, and multiple linear regressions. RESULTS At the bivariate level, desire-and-intention to use prescription opioids and craving for relief from negative states were positively associated with both pain severity and interference. Linear regression analyses revealed significant positive associations between Desire-and-Intention subscale scores and obsessive thoughts and compulsive behaviors associated with prescription opioids and pain severity. Negative Reinforcement subscales scores were positively associated with obsessive thoughts and compulsive behaviors associated with prescription opioids and the outcome expectancies of pain reduction, but not pain severity. CONCLUSIONS/IMPORTANCE This study extended previous research assessing the link between pain and craving by demonstrating that desire-and-intention, but not craving for the negative reinforcing effects are associated with pain severity after considering various substance use characteristics. Additional research is needed to clarify the relationship between pain and aspects of craving while also considering pain-specific covariates. This study highlights that the multi-dimensionality of craving is an important aspect to consider when clinicians and researchers evaluate the relationship between pain and craving.
Collapse
Affiliation(s)
- Lisham Ashrafioun
- a Department of Psychology , Bowling Green State University , Bowling Green , Ohio , USA.,b VISN 2 Center of Excellence for Suicide Prevention, Canandaigua VA Medical Center , Canandaigua , New York , USA
| |
Collapse
|
27
|
Betts KS, Chan G, McIlwraith F, Dietze P, Whittaker E, Burns L, Alati R. Differences in polysubstance use patterns and drug-related outcomes between people who inject drugs receiving and not receiving opioid substitution therapies. Addiction 2016; 111:1214-23. [PMID: 26857811 DOI: 10.1111/add.13339] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 01/08/2016] [Accepted: 02/01/2016] [Indexed: 11/26/2022]
Abstract
AIMS To test if polysubstance use profiles and drug-related outcomes differ between those receiving and not receiving opioid substitution therapies (OST) among people who inject drugs (PWID). DESIGN An annual cross-sectional, sentinel sample of PWID across Australia. SETTING Data came from 3 years (2011-13) of the Illicit Drug Reporting System (IDRS). PARTICIPANTS A total of 2673 participants who injected drugs from the combined national IDRS samples of 2011 (n = 868), 2012 (n = 922) and 2013 (n = 883). MEASUREMENTS Latent class analysis (LCA) was used to summarize participants' self-reported use of 18 types of substances, with the resulting polysubstance use profiles then associated with participant experience of a number of drug-related outcomes. FINDINGS Polysubstance use profiles exhibiting a broad range of substance use were generally at increased risk of negative drug-related outcomes, whether or not participants were receiving OST, including thrombosis among OST receivers [odds ratio (OR) = 2.13, 95% confidence intervals (CI) = 1.09-4.17], injecting with used needles among OST receivers and non-receivers, respectively (OR = 2.78, 95% CI = 1.50-5.13; OR = 2.15, 95% CI = 1.34-3.45) and violent criminal offences among OST receivers and non-receivers, respectively (OR =2.30, 95% CI = 1.16-4.58; OR = 1.87, 95% CI = 1.14-3.07). An important exception was non-fatal overdose which was related specifically to a class of PWID who were not receiving OST and used morphine frequently (OR = 1.83, 95% CI = 1.06-3.17) CONCLUSION: Regardless of opioid substitution therapies usage, people who inject drugs who use a broad-range of substances experience greater levels of injecting-related injuries and poorer health outcomes and are more likely to engage in criminal activity than other groups of people who inject drugs.
Collapse
Affiliation(s)
- Kim S Betts
- School of Population Health, The University of Queensland, Herston, QLD, Australia
| | - Gary Chan
- Centre for Youth Substance Abuse, University of Queensland, Brisbane, QLD, Australia
| | - Fairlie McIlwraith
- QADREC, School of Population Health Building, University of Queensland, Brisbane, QLD, Australia
| | - Paul Dietze
- MacFarlane Burnet Institute for Medical and Public Health Research, Melbourne, VIC, Australia
| | - Elizabeth Whittaker
- National Drug and Alcohol Centre, University of New South Wales, NSW, Australia
| | - Lucy Burns
- National Drug and Alcohol Centre, University of New South Wales, NSW, Australia
| | - Rosa Alati
- School of Public Health and Centre for Youth Substance Abuse Research, University of Queensland, Brisbane, QLD, Australia
| |
Collapse
|
28
|
Caudarella A, Dong H, Milloy MJ, Kerr T, Wood E, Hayashi K. Non-fatal overdose as a risk factor for subsequent fatal overdose among people who inject drugs. Drug Alcohol Depend 2016; 162:51-5. [PMID: 26993373 PMCID: PMC4833586 DOI: 10.1016/j.drugalcdep.2016.02.024] [Citation(s) in RCA: 172] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 02/05/2016] [Accepted: 02/06/2016] [Indexed: 11/20/2022]
Abstract
OBJECTIVES To examine the relationship between non-fatal overdose and risk of subsequent fatal overdose. METHODS We assessed risk factors for overdose death among two prospective cohorts of persons who inject drugs (PWID) in Vancouver, Canada. Extended Cox regression was used to examine if reports of non-fatal overdose were associated with the time to fatal overdose while adjusting for other behavioral, social and structural confounders. RESULTS Between May, 1996 and December, 2011, 2317 individuals were followed for a median of 60.8 months. In total, 134 fatal overdose deaths were identified for an incidence density of 8.94 (95% confidence interval [CI]: 7.55-10.59) deaths per 1000 person-years. During the study period there were 1795 reports of non-fatal overdose. In a multivariate model, recent non-fatal overdose was independently associated with the time to overdose mortality (adjusted hazard ratio [AHR]=1.95; 95% CI: 1.17-3.27). As well, there was a dose response effect of increasing cumulative reports of non-fatal overdose on subsequent fatal overdose. CONCLUSION Reports of recent non-fatal overdose were independently associated with subsequent overdose mortality in a dose-response relationship. These findings suggest that individuals reporting recent non-fatal overdose should be engaged with intensive overdose prevention interventions.
Collapse
Affiliation(s)
- Alexander Caudarella
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada
| | - Huiru Dong
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada
| | - M J Milloy
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Thomas Kerr
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Evan Wood
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada.
| | - Kanna Hayashi
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
| |
Collapse
|
29
|
Martins SS, Sampson L, Cerdá M, Galea S. Worldwide Prevalence and Trends in Unintentional Drug Overdose: A Systematic Review of the Literature. Am J Public Health 2016; 105:e29-49. [PMID: 26451760 DOI: 10.2105/ajph.2015.302843] [Citation(s) in RCA: 209] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Drug overdose is an important, yet an inadequately understood, public health problem. Global attention to unintentional drug overdose has been limited by comparison with the scope of the problem. There has been a substantial increase in drug overdose incidence and prevalence in several countries worldwide over the past decade, contributing to both increased costs and mortality. OBJECTIVES The aim of this study was to systematically synthesize the peer-reviewed literature to document the global epidemiological profile of unintentional drug overdoses and the prevalence, time trends, mortality rates, and correlates of drug overdoses. We searched different combinations of Medical Subject Headings (MeSH) terms in PubMed for articles published from 1980 until July 2013, and we organized these results in tabular spreadsheets and compared them. We restricted the search to English-language articles that deal with unintentional overdose, focusing on 1 or more of the following key constructs: prevalence, time trends, mortality rates, and correlates. The term "overdose" as a MeSH major topic yielded 1076 publications. In addition, we searched the following combinations of nonmajor MeSH terms: "street drugs" and "overdose" yielded 180, "death" and "overdose" yielded 114, and "poisoning" and "drug users" yielded 17. There was some overlap among the searches. Based on the search and inclusion and exclusion criteria, we selected a total of 169 relevant articles for this article based on a close review of abstracts. RESULTS We found wide variability in lifetime prevalence of experiencing a nonfatal overdose or witnessing an overdose, and in mortality rates attributable to overdose. Lifetime prevalence of witnessed overdose among drug users (n = 17 samples) ranged from 50% to 96%, with a mean of 73.3%, a median of 70%, and a standard deviation of 14.1%. Lifetime prevalence of drug users personally experiencing a nonfatal overdose (n = 27 samples), ranged from 16.6% to 68.0% with a mean of 45.4%, a median of 47%, and a standard deviation of 14.4%. Population-based crude overdose mortality rates (n = 28 samples) ranged from 0.04 to 46.6 per 100 000 person-years. This range is likely attributable to the diversity in regions, time periods, and samples. Most studies on longitudinal trends of overdose death rates or overdose-related hospitalization rates showed increases in overdose death rates and in overdose-related hospitalization rates across time, which have led to peaks in these rates at the present time. An overall trend of increasing deaths from prescription opioid use and decreasing deaths from illicit drug use in the past several years has been noted across most of the literature. With the increase in prescription opioid overdose deaths, drug overdose is not just an urban problem: rural areas have seen an important increase in overdose deaths. Lastly, cocaine, prescription opioids, and heroin are the drugs most commonly associated with unintentional drug overdoses worldwide and the demographic and psychiatric correlates associated with unintentional drug overdoses are similar globally. CONCLUSIONS There is a need to invest in research to understand the distinct determinants of prescription drug overdose worldwide. Several other countries need to collect in a systematic and continuous fashion such data on sales of prescription opioids and other prescription drugs, nonmedical use of prescription drugs, and hospitalization secondary to overdoses on prescription drugs. The sparse evidence on the environmental determinants of overdose suggests a need for research that will inform the types of environmental interventions we can use to prevent drug overdose. Methodological issues for future studies include enhancing data collection methods on unintentional fatal and nonfatal overdoses, and collecting more detailed information on drug use history, source of drug use (for prescription drugs), and demographic and psychiatric history characteristics of the individual who overdosed.
Collapse
Affiliation(s)
- Silvia S Martins
- Silvia S. Martins is with the Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY. Laura Sampson and Sandro Galea are with the Department of Epidemiology, Boston University School of Public Health, Boston, MA. Magdalena Cerdá is with the Department of Emergency Medicine, University of California, Davis
| | - Laura Sampson
- Silvia S. Martins is with the Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY. Laura Sampson and Sandro Galea are with the Department of Epidemiology, Boston University School of Public Health, Boston, MA. Magdalena Cerdá is with the Department of Emergency Medicine, University of California, Davis
| | - Magdalena Cerdá
- Silvia S. Martins is with the Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY. Laura Sampson and Sandro Galea are with the Department of Epidemiology, Boston University School of Public Health, Boston, MA. Magdalena Cerdá is with the Department of Emergency Medicine, University of California, Davis
| | - Sandro Galea
- Silvia S. Martins is with the Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY. Laura Sampson and Sandro Galea are with the Department of Epidemiology, Boston University School of Public Health, Boston, MA. Magdalena Cerdá is with the Department of Emergency Medicine, University of California, Davis
| |
Collapse
|
30
|
Wilder CM, Miller SC, Tiffany E, Winhusen T, Winstanley EL, Stein MD. Risk factors for opioid overdose and awareness of overdose risk among veterans prescribed chronic opioids for addiction or pain. J Addict Dis 2016; 35:42-51. [PMID: 26566771 PMCID: PMC4751580 DOI: 10.1080/10550887.2016.1107264] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Rising overdose fatalities among U.S. veterans suggest veterans taking prescription opioids may be at risk for overdose. However, it is unclear whether veterans prescribed chronic opioids are aware of this risk. The objective of this study was to identify risk factors and determine awareness of risk for opioid overdose in veterans treated with opioids for chronic pain, using veterans treated with methadone or buprenorphine for opioid use disorder as a high-risk comparator group. In the current study, 90 veterans on chronic opioid medication, for either opioid use disorder or pain management, completed a questionnaire assessing risk factors, knowledge, and self-estimate of risk for overdose. Nearly all veterans in both groups had multiple overdose risk factors, although individuals in the pain management group had on average a significantly lower total number of risk factors than did individuals in the opioid use disorder group (5.9 versus 8.5, p < .0001). On average, participants treated for pain management scored slightly but significantly lower on knowledge of opioid overdose risk factors (12.1 versus 13.5, p < .01). About 70% of participants, regardless of group, believed their overdose risk was below that of the average American adult. There was no significant relationship between self-estimate of overdose risk and either number or knowledge of opioid overdose risk factors. Our results suggest that veterans in both groups underestimated their risk for opioid overdose. Expansion of overdose education to include individuals on chronic opioids for pain management and a shift in educational approaches to overdose prevention may be indicated.
Collapse
Affiliation(s)
- Christine M. Wilder
- Department of Veterans Affairs Medical Center, 3200 Vine Street, Cincinnati, OH 45220
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229
| | - Shannon C. Miller
- Department of Veterans Affairs Medical Center, 3200 Vine Street, Cincinnati, OH 45220
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229
| | - Elizabeth Tiffany
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229
| | - Theresa Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229
| | - Erin L. Winstanley
- James L. Winkle College of Pharmacy, University of Cincinnati, PO Box 670004, Cincinnati, OH 45267-0004
| | - Michael D. Stein
- Department of Medicine, Alpert School of Medicine of Brown University, Butler Hospital, 345 Blackstone Blvd, Providence, RI 09206
| |
Collapse
|
31
|
Lin LA, Bohnert ASB, Price AM, Jannausch M, Bonar EE, Ilgen MA. Pain acceptance and opiate use disorders in addiction treatment patients with comorbid pain. Drug Alcohol Depend 2015; 157:136-42. [PMID: 26530502 DOI: 10.1016/j.drugalcdep.2015.10.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 10/08/2015] [Accepted: 10/11/2015] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Studies from pain treatment settings indicate that poor acceptance of pain may be an important and modifiable risk factor for higher severity of opioid use. However, the degree to which pain acceptance relates to opioid use severity in the addiction treatment population is unknown. In this study of addiction treatment patients with co-morbid pain, we examined correlates of severity of opiate (heroin and prescription opioid) use, with a particular focus on the role of pain acceptance. METHODS Patients in residential addiction treatment with comorbid pain (N=501) were stratified into low, moderate and high severity of opiate use. Demographic and clinical characteristics were compared across opiate severity categories. RESULTS 72% (N=360) of the participants had symptoms that were consistent with an opiate use disorder. Younger age, Caucasian race, female gender, cocaine use and lower pain acceptance were associated with higher severity of opiate use, whereas pain intensity was not. Controlling for demographic and other risk factors, such as substance use and pain intensity, higher pain acceptance was associated with lower odds of severe prescription opioid (AOR 0.50, 95% CI 0.38-0.68 for a one SD increase in pain acceptance) and heroin use (AOR 0.57, 95% CI 0.44-0.75 for a one SD increase in pain acceptance). CONCLUSIONS Problematic opiate use is common in addictions treatment patients with chronic pain. Lower pain acceptance is related to greater opiate use severity, and may be an important modifiable target for interventions to successfully treat both pain and opiate use disorders.
Collapse
Affiliation(s)
- Lewei Allison Lin
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States.
| | - Amy S B Bohnert
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States
| | - Amanda M Price
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States
| | - Mary Jannausch
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States
| | - Erin E Bonar
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States
| | - Mark A Ilgen
- University of Michigan, Department of Psychiatry, North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States
| |
Collapse
|
32
|
Wilens T, Zulauf C, Ryland D, Carrellas N, Catalina‐Wellington I. Prescription medication misuse among opioid dependent patients seeking inpatient detoxification. Am J Addict 2015; 24:173-177. [DOI: 10.1111/ajad.12159] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Revised: 08/06/2014] [Accepted: 08/26/2014] [Indexed: 11/30/2022] Open
Affiliation(s)
- Timothy Wilens
- Department of PsychiatryMassachusetts General HospitalHarvard Medical SchoolBostonMassachusetts
- Bay Cove Human ServicesAndrew House Detoxification CenterQuincyMassachusetts
| | - Courtney Zulauf
- Department of PsychiatryMassachusetts General HospitalHarvard Medical SchoolBostonMassachusetts
| | - Denece Ryland
- Bay Cove Human ServicesAndrew House Detoxification CenterQuincyMassachusetts
| | - Nicholas Carrellas
- Department of PsychiatryMassachusetts General HospitalHarvard Medical SchoolBostonMassachusetts
| | | |
Collapse
|
33
|
Bluthenthal RN, Wenger L, Chu D, Lorvick J, Quinn B, Thing JP, Kral AH. Factors associated with being asked to initiate someone into injection drug use. Drug Alcohol Depend 2015; 149:252-8. [PMID: 25735468 PMCID: PMC5048683 DOI: 10.1016/j.drugalcdep.2015.02.011] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 12/18/2014] [Accepted: 02/09/2015] [Indexed: 02/05/2023]
Abstract
AIMS Injection drug use initiation typically involves an established person who injects drugs (PWID) helping the injection-naïve person to inject. Prior to initiation, PWID may be involved in behaviors that elevate injection initiation risk for non-injectors such as describing how to inject and injecting in front of injection-naïve people. In this analysis, we examine whether PWID who engage in either of these behaviors are more likely to be asked to initiate someone into drug injection. METHODS Interviews with PWID (N = 602) were conducted in California between 2011 and 2013. Multivariate analysis was conducted to determine factors associated with being asked to initiate someone. RESULTS The sample was diverse in terms of age, race/ethnicity, and drug use patterns. Seventy-one percent of the sample had ever been asked to initiate someone. Being asked to initiate someone was associated with having injected in front of non-injectors (Adjusted Odds Ratio [AOR] = 1.80, 95% Confidence Interval [CI] = 1.12, 2.91), having described injection to non-injectors (AOR = 3.63; 95% CI = 2.07, 6.36), and doing both (AOR = 9.56; 95% CI = 4.43, 20.65) as compared to doing neither behavior (referent). Being female (AOR = 1.73; 95% CI = 1.10, 2.73) and non-injection prescription drug misuse in the last 30 days (AOR = 1.69; 95% CI = 1.12, 2.53) were also associated with having been asked to initiate someone. CONCLUSION Reducing initiation into injection drug use is an important public health goal. Intervention development to prevent injection initiation should include established PWID and focus on reducing behaviors associated with requests to initiate injection and reinforcing refusal skills and intentions among established PWID.
Collapse
Affiliation(s)
- Ricky N. Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90089
| | - Lynn Wenger
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| | - Daniel Chu
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90089
| | - Jennifer Lorvick
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| | - Brendan Quinn
- Centre for Population Health, Burnet Institute, 85 Commercial Rd., Melbourne, VIC, 3004, Australia
| | - James P. Thing
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90089,Department of Family and Consumer Sciences, McClelland Institute for Children Youth and Families, University of Arizona, Tucson, AZ 85721
| | - Alex H. Kral
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| |
Collapse
|
34
|
Bluthenthal RN, Wenger L, Chu D, Quinn B, Thing J, Kral AH. Factors associated with initiating someone into illicit drug injection. Drug Alcohol Depend 2014; 144:186-92. [PMID: 25282308 PMCID: PMC4276720 DOI: 10.1016/j.drugalcdep.2014.09.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 09/05/2014] [Accepted: 09/06/2014] [Indexed: 01/28/2023]
Abstract
AIMS Most people who inject drugs (PWID) were first initiated into injection by a current PWID. Few studies have examined PWID who assist others into drug injection. Our goal is to describe the prevalence of and risk factors for initiating someone into injection in the last 12 months. METHODS We recruited a cross-sectional sample of PWID (N=605) in California from 2011 to 2013. We examined bivariate and multivariate risk factors for initiating someone into injection with a focus on behaviors that might encourage injection initiation such as injecting in front of non-PWID, describing how to inject to non-PWID, and willingness to initiate someone into drug injection. RESULTS Having initiated someone into injection was reported by 34% of PWID overall and 7% in the last 12 months. Forty-four PWID had assisted 431 people into injection in the past year. Factors independently associated with initiating someone into injection in the last 12 months were self-reported likelihood of initiating someone in the future (Adjusted Odds Ratio [AOR]=7.09; 95% Confidence Interval [CI]=3.40, 14.79), having injected another PWID in past month (AOR=4.05; 95% confidence interval [CI]=1.94, 8.47), having described how to inject to non-injectors (2.61; 95% CI=1.19, 5.71), and non-injection powder cocaine use in past month (AOR=4.97; 95% CI=2.08, 11.84) while controlling for study site. CONCLUSION Active PWID are important in facilitating the process of drug injection uptake. Interventions to reduce initiation should include efforts to change behaviors and intentions among PWID that are associated with injection uptake among others.
Collapse
Affiliation(s)
- Ricky N Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California Soto Street Building, SSB 2001 N. Soto Street, MC 9239, Los Angeles, CA 90033, USA.
| | - Lynn Wenger
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| | - Daniel Chu
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| | - Brendan Quinn
- Centre for Population Health, Burnet Institute, 85 Commercial Rd., Melbourne, VIC, 3004, Australia
| | - James Thing
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90089
| | - Alex H Kral
- Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104
| |
Collapse
|
35
|
Wilens T, Zulauf C, Ryland D, Carrellas N, Catalina-Wellington I. Prescription medication misuse among opioid dependent patients seeking inpatient detoxification. Am J Addict 2014. [DOI: 10.1111/j.1521-0391.2014.12159.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Timothy Wilens
- Department of Psychiatry; Massachusetts General Hospital; Harvard Medical School; Boston Massachusetts
- Bay Cove Human Services; Andrew House Detoxification Center; Quincy Massachusetts
| | - Courtney Zulauf
- Department of Psychiatry; Massachusetts General Hospital; Harvard Medical School; Boston Massachusetts
| | - Denece Ryland
- Bay Cove Human Services; Andrew House Detoxification Center; Quincy Massachusetts
| | - Nicholas Carrellas
- Department of Psychiatry; Massachusetts General Hospital; Harvard Medical School; Boston Massachusetts
| | | |
Collapse
|
36
|
Darke S, Marel C, Mills KL, Ross J, Slade T, Burns L, Teesson M. Patterns and correlates of non-fatal heroin overdose at 11-year follow-up: findings from the Australian Treatment Outcome Study. Drug Alcohol Depend 2014; 144:148-52. [PMID: 25278146 DOI: 10.1016/j.drugalcdep.2014.09.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Revised: 09/02/2014] [Accepted: 09/02/2014] [Indexed: 11/25/2022]
Abstract
BACKGROUND Overdose is a major cause of morbidity and mortality amongst opioid users. This paper reported recent non-fatal overdose amongst the Australian Treatment Outcome Study (ATOS) cohort at 11-year follow-up, and characteristics that predict recent overdose. METHODS Longitudinal cohort, with 431 (70.1%) of the original 615 participants interviewed. Participants were administered the ATOS structured interview, addressing demographics, treatment history, drug use, heroin overdose, criminality, health and psychopathology. FINDINGS Mean time since heroin initiation was 20.4 years. By 11-year follow-up, the proportion who had overdosed was 67.5%, and 24.4% had experienced five or more overdoses. In the 12 months preceding 11-year follow-up, 4.9% had overdosed (11.8% of those who had used heroin in that period). Of the 21 participants who had recently overdosed, 20 (95.2%) had overdosed previously, and 19 (90.5%) were not enrolled in a treatment programme at the time. Those who had recently overdosed reported higher levels of use of opiates other than heroin (57.1% vs 24.9%), benzodiazepines (61.9% vs 30.5%,), methamphetamine (38.1% vs 16.8%) and cocaine (19.0% vs 3.7%). They also had exhibited higher levels of heroin use and other drug use at baseline, 12 and 24 month follow-ups. CONCLUSIONS While the prevalence had declined, overdoses still occurred. A history of overdose and polydrug use patterns continued to provide strong markers for those at continued risk.
Collapse
Affiliation(s)
- Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia.
| | - Christina Marel
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia; NHMRC Centre for Research Excellence in Mental Health and Substances Use, Australia
| | - Katherine L Mills
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia; NHMRC Centre for Research Excellence in Mental Health and Substances Use, Australia
| | - Joanne Ross
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia; NHMRC Centre for Research Excellence in Mental Health and Substances Use, Australia
| | - Timothy Slade
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia; NHMRC Centre for Research Excellence in Mental Health and Substances Use, Australia
| | - Lucy Burns
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia
| | - Maree Teesson
- National Drug and Alcohol Research Centre, University of New South Wales, NSW 2052, Australia; NHMRC Centre for Research Excellence in Mental Health and Substances Use, Australia
| |
Collapse
|
37
|
Darke S. Opioid overdose and the power of old myths: what we thought we knew, what we do know and why it matters. Drug Alcohol Rev 2014; 33:109-14. [PMID: 24589077 DOI: 10.1111/dar.12108] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| |
Collapse
|
38
|
Darke S, Farrell M. Would legalizing illicit opioids reduce overdose fatalities? Implications from a natural experiment. Addiction 2014; 109:1237-42. [PMID: 24456133 DOI: 10.1111/add.12456] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Revised: 11/18/2013] [Accepted: 12/06/2013] [Indexed: 11/29/2022]
Abstract
Overdose is the leading cause of premature mortality among heroin users. We examine whether the provision of regulated and quality-controlled heroin to users in specified doses would reduce heroin overdose rates. We also address this in the context of the epidemic of prescription opioid use and deaths seen in recent years in the United States and internationally. We explore the extent to which any change in legal access to heroin would affect overdose rates, and note that this depends upon the validity of the two main assumptions that variations in illicit drug purity and/or the presence of drug contaminants are major causes of overdose. Toxicological and demographic data from studies of heroin overdose deaths do not support these assumptions. The surge in the use of pharmaceutical opioids provides an example of the legal delivery of opioids of known dosage and free of contaminants, where overdose deaths can be examined to test these assumptions. Rates of fatal opioid overdose have escalated, with increased rates of prescribing of pharmaceutical opioids. On the basis of the experience with prescription opioids, unregulated legal heroin access would not reduce overdose rates.
Collapse
Affiliation(s)
- Shane Darke
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | | |
Collapse
|
39
|
Davis CS, Pierce M, Dasgupta N. Evolution and convergence of state laws governing controlled substance prescription monitoring programs, 1998-2011. Am J Public Health 2014; 104:1389-95. [PMID: 24922132 DOI: 10.2105/ajph.2014.301923] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We sought to collect and characterize all laws governing the operation of prescription monitoring programs (PMPs), state-level databases that collect patient-specific prescription information, which have been suggested as a tool for reducing prescription drug overdose fatalities. METHODS We utilized a structured legal research protocol to systematically identify, review, and code all PMP statutes and regulations effective from 1998 through 2011. These laws were then abstracted along eleven domains, including reporting provisions, data sharing, and data access. RESULTS PMP characteristics vary greatly among states and across time. We observed an increase in the types and frequency of data required to be reported, the types of individuals permitted to access PMP data, and the percentage of PMPs authorized to proactively identify outlier prescribers and patients. As of 2011, 10 states required PMPs to report suspicious activity to law enforcement, while only 3 required reporting to the patient's physician. None required linkage to drug treatment or required all prescribers to review PMP data before prescribing. Few explicitly address data retention. CONCLUSIONS State PMP laws are heterogeneous and evolving. Future studies of PMP effectiveness should take these variations into account.
Collapse
Affiliation(s)
- Corey S Davis
- Corey S. Davis is with the Network for Public Health Law, Southeastern Region, Carrboro, North Carolina. Matthew Pierce is with the Health Law and Justice Program, American University Washington College of Law, Washington, DC. Nabarun Dasgupta is with the Injury Prevention Research Center, University of North Carolina at Chapel Hill
| | | | | |
Collapse
|
40
|
Bartoli F, Carrà G, Brambilla G, Carretta D, Crocamo C, Neufeind J, Baldacchino A, Humphris G, Clerici M. Association between depression and non-fatal overdoses among drug users: a systematic review and meta-analysis. Drug Alcohol Depend 2014; 134:12-21. [PMID: 24210424 DOI: 10.1016/j.drugalcdep.2013.10.007] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Revised: 09/23/2013] [Accepted: 10/13/2013] [Indexed: 11/24/2022]
Abstract
BACKGROUND Assessing factors associated with non-fatal overdose is important as these could be useful to identify individuals with substance use disorders at high risk of adverse outcomes and consequences. Depression may play an important role in terms of overdose risk. We aimed to test if drug users suffering from a depressive disorder might have significantly higher risk of non-fatal overdose as compared with drug users without depression. METHODS We conducted a systematic review and meta-analysis. PubMed, Embase and Web of Knowledge were searched. The pooled analyses were based on prevalence rates, risk difference (RD) and odds ratio (OR), reporting 95% confidence intervals (CIs). The combined estimates were obtained weighting each study according to random effects model for meta-analysis. RESULTS Seven articles, involving 12,019 individuals, and run in the US, Canada, Sweden, Norway, and Australia, were included. Pooled analyses comparing depressed with not depressed individuals highlighted a RD (95% CIs) for non-fatal overdose of 7.3% (4.8-9.7%) and an OR (95% CIs) of 1.45 (1.17-1.79). The subgroups analyses based on specific characteristics of included studies confirmed the association between depression and overdose. CONCLUSIONS Depressive disorders seem to be important factors associated to the risk of non-fatal overdose. Longitudinal studies might appropriately clarify causal inference issues. Future research should address the role of depressive disorders as predictors of subsequent non-fatal overdoses.
Collapse
Affiliation(s)
- Francesco Bartoli
- Department of Surgery and Interdisciplinary Medicine, University of Milano Bicocca, Milano 20126, Italy
| | - Giuseppe Carrà
- Mental Health Sciences Unit, Faculty of Brain Sciences, University College London, W1W 7EJ, UK.
| | - Giulia Brambilla
- Department of Surgery and Interdisciplinary Medicine, University of Milano Bicocca, Milano 20126, Italy
| | - Daniele Carretta
- Department of Surgery and Interdisciplinary Medicine, University of Milano Bicocca, Milano 20126, Italy
| | - Cristina Crocamo
- Department of Mental Health, San Gerardo Hospital, Monza 20900, MB, Italy
| | - Julia Neufeind
- Medical and Biological Sciences Building, University of St Andrews, North Haugh, St Andrews KY16 9TF, UK
| | - Alex Baldacchino
- Division of Neuroscience, Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee DD1 9SY, UK
| | - Gerry Humphris
- Medical and Biological Sciences Building, University of St Andrews, North Haugh, St Andrews KY16 9TF, UK
| | - Massimo Clerici
- Department of Surgery and Interdisciplinary Medicine, University of Milano Bicocca, Milano 20126, Italy
| |
Collapse
|
41
|
Management of drug misusers in Glasgow general hospitals. DRUGS AND ALCOHOL TODAY 2013. [DOI: 10.1108/dat-09-2012-0002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
– The purpose of this paper is to ascertain an awareness of the management of the drug misusing guidelines in Glasgow general hospitals.
Design/methodology/approach
– A brief literature review was carried out to establish the available evidence for the guidelines. Additionally, a survey questionnaire was sent out to junior medical staff requesting their views on the drug misusing guidelines.
Findings
– A paucity of evidence relating to drug misusing guidelines was found from the literature. The Glasgow Guidelines appear to be a welcome source of information that is both comprehensive and easily accessible for staff. Junior medical staffs have broadly welcomed the guidance but would appreciate additional support on the management of patients prescribed Suboxone.
Research limitations/implications
– There should be an increase in training and development for junior medical staff regarding the guideline.
Originality/value
– The Glasgow Guidelines are aimed primarily at junior medical staff whose knowledge on drug misusing patients may be scarce. Increased training and awareness should improve the management of drug misusers in general hospitals. Consequently, patients should spent less time in hospital.
Collapse
|
42
|
Bonar EE, Ilgen MA, Walton M, Bohnert ASB. Associations among pain, non-medical prescription opioid use, and drug overdose history. Am J Addict 2013; 23:41-7. [PMID: 24313240 DOI: 10.1111/j.1521-0391.2013.12055.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2012] [Revised: 12/17/2012] [Accepted: 01/17/2013] [Indexed: 10/26/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Recently, use of prescription opioids (POs) has increased; non-medical PO (NMPO) use is linked to overdose. NMPO use is common among individuals prescribed opioids for pain, and those in substance use disorder (SUD) treatment with pain could be at increased risk for unintentional overdose due to NMPO use. We examined associations between pain, NMPO use, and overdose among SUD treatment patients. METHODS Among 342 patients at a residential SUD treatment center, logistic regression examined the association of overdose with pain, adjusting for substance use, suicide attempts, and demographics. RESULTS Pain was positively related to NMPO use. Heroin use, suicide attempts, pain, and NMPO use were positively associated with overdose; but NMPO use attenuated the pain-overdose relationship. CONCLUSIONS The relationship between pain and overdose among substance users may be, in part, explained by the association between pain and heavy NMPO use.
Collapse
Affiliation(s)
- Erin E Bonar
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | | | | | | |
Collapse
|
43
|
Silva K, Schrager SM, Kecojevic A, Lankenau SE. Factors associated with history of non-fatal overdose among young nonmedical users of prescription drugs. Drug Alcohol Depend 2013; 128:104-10. [PMID: 22974490 PMCID: PMC4184803 DOI: 10.1016/j.drugalcdep.2012.08.014] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Revised: 08/09/2012] [Accepted: 08/14/2012] [Indexed: 10/27/2022]
Abstract
OBJECTIVES The current study examines the prevalence and correlates of lifetime non-fatal overdose (OD) involving the nonmedical use of prescription opioids and tranquilizers among a sample of high-risk young adults in New York, NY and Los Angeles, CA. METHODS Data were derived from a cross-sectional study of 16-25 year old nonmedical users of prescription drugs (n=596). Unadjusted associations between OD history and socio-demographic and drug use variables were investigated in bivariate logistic regression models. Multivariate logistic regression models identified correlates of non-fatal OD. RESULTS Lifetime prevalence of non-fatal overdose involving prescription opioids and/or tranquilizers was 23.6%. Factors associated with increased risk of non-fatal overdose included lower social class while growing up (OR: 1.81, 95% CI: [1.15, 2.83], p<0.01), having ever received care at a psychiatric hospital (OR: 1.79, 95% CI: [1.12, 2.85], p<0.05), ever witnessing a family member OD on drugs (OR: 1.59, 95% CI: [1.02, 2.50], p<0.05), being prescribed tranquilizers (OR: 2.07, 95% CI: [1.29, 4.27], p<0.01), ever snorting or sniffing opioids (OR: 2.51, 95% CI: [1.48, 4.27], p<0.001), injecting tranquilizers (OR: 3.09, 95% CI: [1.61, 5.93], p<0.001), and past 90-day injection drug use (OR: 1.68, 95% CI: [1.03, 2.74], p<0.05). Participants who reported past 90-day stimulant misuse had lower odds of reporting OD compared to those who were not recent stimulant users (OR: 0.60, 95% CI: [0.38-0.96], p<0.05). CONCLUSIONS This study documents the high prevalence of experiencing non-fatal overdose among young nonmedical users of prescription drugs. Results could inform overdose prevention efforts throughout the U.S.
Collapse
Affiliation(s)
- Karol Silva
- Drexel University, School of Public Health, Department of Community Health and Prevention, 1505 Race Street, 11th Floor, Philadelphia, PA 19102, USA.
| | - Sheree M. Schrager
- Children’s Hospital Los Angeles, Division of Adolescent Medicine, 5000 Sunset Boulevard, 7th Floor, Los Angeles, CA 90027, USA
| | - Aleksandar Kecojevic
- Drexel University, School of Public Health, Department of Community Health and Prevention, 1505 Race Street, 11th Floor, Philadelphia, PA 19102, USA
| | - Stephen E. Lankenau
- Drexel University, School of Public Health, Department of Community Health and Prevention, 1505 Race Street, 11th Floor, Philadelphia, PA 19102, USA
| |
Collapse
|
44
|
Richer I, Bertrand K, Vandermeerschen J, Roy É. A prospective cohort study of non-fatal accidental overdose among street youth: The link with suicidal ideation. Drug Alcohol Rev 2012; 32:398-404. [DOI: 10.1111/dar.12003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Accepted: 10/06/2012] [Indexed: 11/28/2022]
Affiliation(s)
- Isabelle Richer
- Department of Community Health Sciences, Addiction Services; University of Sherbrooke; Longueuil; Canada
| | - Karine Bertrand
- Department of Community Health Sciences, Addiction Services; University of Sherbrooke; Longueuil; Canada
| | - Jill Vandermeerschen
- Department of Community Health Sciences, Addiction Services; University of Sherbrooke; Longueuil; Canada
| | | |
Collapse
|
45
|
Britton PC, Bohnert ASB, Wines JD, Conner KR. A procedure that differentiates unintentional from intentional overdose in opioid abusers. Addict Behav 2012; 37:127-30. [PMID: 21955872 DOI: 10.1016/j.addbeh.2011.08.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2010] [Revised: 06/10/2011] [Accepted: 08/19/2011] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The purpose of this study is to develop a procedure for assessing unintentional overdose (OD) in opiate abusers that differentiates it from intentional OD, and provides reliable information about the incident. METHODS A sample of 121 patients in a methadone maintenance program at an urban university hospital completed a baseline assessment. A total of 70 participants completed an identical assessment at least 14 days later. The ability of an OD item to differentiate unintentional OD from intentional OD was tested, as was the test-retest reliability of questions assessing symptoms and treatment of OD. RESULTS The procedure is reliable and differentiated unintentional OD from intentional OD. Questions assessing symptoms of OD were endorsed in almost every unintentional OD incident, although reliability was affected by loss of consciousness. The reliability of questions assessing emergency treatment and Narcan administration was outstanding. CONCLUSIONS Our procedure for assessing OD differentiates unintentional OD from intentional OD. The use of follow-up questions assessing acute treatment for OD is recommended. Items concerning symptoms of OD are not needed to confirm the presence of an OD, but may be used to clarify whether an event was an OD.
Collapse
Affiliation(s)
- Peter C Britton
- Center of Excellence, Department of Veteran Affairs Medical Center, Canandaigua, USA.
| | | | | | | |
Collapse
|
46
|
Webster L, Eisenberg A, Bohnert ASB, Kleinberg F, Ilgen MA. Qualitative evaluation of suicide and overdose risk assessment procedures among veterans in substance use disorder treatment clinics. Arch Suicide Res 2012; 16:250-62. [PMID: 22852786 DOI: 10.1080/13811118.2012.695273] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The objective of this study was to examine risk assessment practices for suicide and unintentional overdose to inform ongoing care in substance use disorder clinics. Focus groups were conducted via telephone among a random sample of treatment providers (N = 19) from Veterans Health Administration substance use disorder clinics across the nation. Themes were coded by research staff. Treatment providers reported consistent and clear guidelines for risk assessment of suicide among patients. Unintentional overdose questions elicited dissimilar responses which indicated a lack of cohesion and uniformity in risk assessment practices across clinics. Suicide risk assessment protocols are cohesively implemented by treatment providers. Unintentional overdose risk, however, may be less consistently assessed in clinics.
Collapse
Affiliation(s)
- Linda Webster
- VA Serious Mental Illness Treatment Resource and Evaluation Center, VA Center for Clinical Management Research; and Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | | | | | | | | |
Collapse
|
47
|
Bohnert ASB, Roeder KM, Ilgen MA. Suicide attempts and overdoses among adults entering addictions treatment: comparing correlates in a U.S. National Study. Drug Alcohol Depend 2011; 119:106-12. [PMID: 21715108 DOI: 10.1016/j.drugalcdep.2011.05.032] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2010] [Revised: 05/27/2011] [Accepted: 05/30/2011] [Indexed: 10/18/2022]
Abstract
BACKGROUND Suicide attempts and non-fatal overdoses are both associated with substance use. The aim of the present study was to examine correlates of suicide attempts and non-fatal overdoses simultaneously among individuals seeking addictions treatment. METHODS A large U.S. national sample of individuals entering addictions treatment participated in a cross-sectional survey (n=5892). Multinomial logistic regression modeling tested the adjusted associations of violence, injection drug use, specific substances, and depressive symptoms with a four-category outcome variable based on prior histories of suicide attempt and non-fatal overdose (neither, suicide attempt only, overdose only, both), adjusting for demographic and treatment characteristics. RESULTS Sexual and physical victimization was associated with suicide attempts with or without overdoses (ORs 1.25-2.84), while perpetrating violence was associated with having experienced either or both outcomes (ORs 1.25-1.56). Depressive symptoms had a stronger association with suicide attempts (OR=3.05) than overdoses (OR=1.29). Injection drug use was associated with overdoses with or without suicide attempts (ORs 2.65-3.22). Individuals seeking treatment for marijuana use were less likely have overdosed or attempted suicide (ORs 0.39-0.67), while individuals seeking treatment for heroin use were more likely to have overdosed (OR=1.46). Seeking treatment for use of more than one substance was associated with overdose and overdose and suicide attempt (ORs 1.58-2.51), but not suicide attempt alone. CONCLUSIONS The present findings indicate that suicide and overdose are connected yet distinct problems. Individuals who have had a history of both may be a group with particularly poor psychological functioning as well as more severe drug-related problems.
Collapse
Affiliation(s)
- Amy S B Bohnert
- Serious Mental Illness Treatment Research and Evaluation Center (SMITREC), Department of Veterans Affairs, Ann Arbor, MI 48105, USA.
| | | | | |
Collapse
|