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Allen ST, Schneider KE, Mazhnaya A, White RH, O’Rourke A, Kral AH, Bluthenthal RN, Kilkenny ME, Sherman SG. Factors Associated with Likelihood of Initiating Others into Injection Drug Use Among People Who Inject Drugs in West Virginia. AIDS Behav 2022; 26:47-56. [PMID: 34076812 PMCID: PMC8170059 DOI: 10.1007/s10461-021-03325-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/27/2021] [Indexed: 02/08/2023]
Abstract
People who inject drugs (PWID) play a critical role in injection-naïve individuals transitioning to injection drug use. We investigated factors associated with future likelihood of initiating injection-naïve individuals using multivariable logistic regression among 418 PWID in rural Appalachia (Cabell County, West Virginia). Less than 10% reported they were likely to initiate someone in the future. Acquiring syringes from a syringe services program was associated with decreased odds of being likely to initiate someone in the future (adjusted odds ratio [aOR] 0.46, 95% CI 0.23, 0.95), while having previously initiated someone into injection drug use was associated with increased odds (aOR 8.65, 95% CI 4.07, 18.41). Among our sample of PWID in Appalachia, a small proportion reported that they would be likely to initiate an injection-naïve individual in the future. Efforts to reduce injection initiation assistance should focus on this subpopulation of PWID who indicate a willingness to engage in this behavior.
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Affiliation(s)
- Sean T. Allen
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway #184, Baltimore, MD 21205 USA
| | - Kristin E. Schneider
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Alyona Mazhnaya
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway #184, Baltimore, MD 21205 USA
| | - Rebecca Hamilton White
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway #184, Baltimore, MD 21205 USA
| | - Allison O’Rourke
- DC Center for AIDS Research, Department of Psychological and Brain Sciences, George Washington University, Washington, DC USA
| | | | - Ricky N. Bluthenthal
- Department of Preventive Medicine, Institute for Health Promotion & Disease Prevention, Keck School of Medicine, University of Southern California, Los Angeles, CA USA
| | | | - Susan G. Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway #184, Baltimore, MD 21205 USA
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Factors associated with injury and blood-borne infection risk when providing assisted injection among people who inject drugs. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 97:103297. [PMID: 34077825 PMCID: PMC9844096 DOI: 10.1016/j.drugpo.2021.103297] [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: 11/10/2020] [Revised: 04/22/2021] [Accepted: 05/05/2021] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Prior research has associated assisted injection with risk behaviors, but other risks such as injury, missed veins, and incidental exposures to blood-borne infections during an injection episode have not been assessed. In the following, we present the frequency of these other risks and determine factors associated with missing a vein and incidental blood exposure among people who inject drugs (PWID). METHODS We conducted a cross-sectional analysis of data from PWID who were recruited using targeted sampling in Los Angeles and San Francisco, California, during 2016 and 2017. The analytic sample consist of 336 participants who reported providing injection assistance in the last 6 months. Multivariate logistic regression models were developed for reporting the following risks: missing a vein; getting the recipient's blood on the injection provider; and getting blood on clothes or surfaces. RESULTS In the last 6 months, the most common negative consequences were getting blood on clothes or surfaces (40%), getting the recipient's blood on the injection provider (23%), and missing a vein (17%). In multivariate logistic regression analysis, missing the vein was significantly associated with higher odds of assisting a leg injection while getting the injection recipient's blood on the provider or getting blood on clothes or nearby surfaces was associated with higher odds of assisting a groin injection injecting in the groin. CONCLUSION Providing injection assistance can result in incidental blood exposures and injury, particularly when injecting in sensitive locations on the body. Harm reduction interventions to reduce risks associated with this practice are essential to improving the well-being of PWID.
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Brothers S, Kral AH, Wenger L, Simpson K, Bluthenthal RN. Assisted injection provider practices and motivations in Los Angeles and San Francisco California 2016-18. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 92:103052. [PMID: 33257087 PMCID: PMC8155098 DOI: 10.1016/j.drugpo.2020.103052] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/16/2020] [Accepted: 11/18/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Assisted injection is a high-risk and common practice among people who inject drugs (PWID) and occurs for diverse reasons according to qualitative research. To develop interventions for reducing assisted injection risks, it is important to understand the practices of PWID who provide injection assistance, including their motivations for providing assistance. METHODS Using follow-up data from an efficacy trial among PWID recruited in Los Angeles and San Francisco, CA (n=601), we present descriptive statistics on motivations for providing injection assistance and use multivariable logistic regression modelling to examine factors associated with these motivations. RESULTS PWID provided injection assistance most commonly to friends and acquaintances. A quarter provided assistance on a daily basis. The most common motivations for providing assistance were skill and injury prevention. PWID also provided assistance to stop pestering and for compensation in money or drugs. In separate models examining factors associated with the five main motivations, we found injury prevention to be associated with skill injecting others, neck injection, methamphetamine use, and recycling income. Pestering was associated with injury prevention, neck and hand injection, speedball use, and syringe selling. Skill was associated with injury prevention, neck and hand injection, being physically assaulted, and age. Providing assistance for money was associated with providing assistance for food or drugs, armpit injections, being female, and providing assistance more frequently. Providing assistance for drugs was associated with compensation in food or money, goofball injection, selling drugs, and panhandling. CONCLUSION Providing injection assistance is associated with injection needs of recipients and drug scene participation. We urgently need new interventions for reducing assisted injection risks. Since injection providers report being motivated by skill and to prevent injury, interventions such as training in safer injection techniques are likely to be met with enthusiasm.
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Affiliation(s)
- Sarah Brothers
- Department of Sociology, Yale University, 493 College Street, New Haven, CT 06511, United States.
| | - Alex H Kral
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA 94704, United States
| | - Lynn Wenger
- Behavioral Health Research Division, RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA 94704, United States
| | - Kelsey Simpson
- Department of Preventive Medicine, Health Behavior Research Division, Keck School of Medicine, University of Southern California, 2001 N Soto Street, Los Angeles, CA 90032, United States
| | - Ricky N Bluthenthal
- Department of Preventive Medicine, Health Behavior Research Division, Keck School of Medicine, University of Southern California, 2001 N Soto Street, Los Angeles, CA 90032, United States
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Sa M, C R, Ml M, Lr S, J TM, S J, X S, Rs G, Sa S, K D, K H, R M, Mj M, M O, A G, D W, Ai S. Examining the gender composition of drug injecting initiation events: A mixed methods investigation of three North American contexts. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 90:103056. [PMID: 33310638 PMCID: PMC8046711 DOI: 10.1016/j.drugpo.2020.103056] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 11/03/2020] [Accepted: 11/19/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Gender influences the health and social risks faced by individuals initiating drug injecting. Using mixed methods across three settings in North America, we investigated the gender composition of injection initiation events and the gendered risk environments in which they occurred. METHODS The PReventing Injecting by Modifying Existing Responses (PRIMER) study pooled data from three prospective community-recruited cohorts of people who inject drugs (PWID) in San Diego, USA, Vancouver, Canada, and Tijuana, Mexico. A qualitative subsample provided narrative data on their experiences of, and the contexts for, injection initiation events. Guided by Rhodes' risk environment framework, we examined the gender composition of initiation events stratified by city, and analyzed qualitative data using abductive thematic analyses. RESULTS Among 2,622 PWID (Tijuana: n = 531; San Diego: n = 352; Vancouver: n = 1,739), 112 (4.3%) reported providing initiation assistance to injection-naïve individuals in the previous six months. The proportion of gender concordant (e.g., male-male) initiation pairs varied, (χ2 = 10.32, p <0.001) with greater than expected concordance among pairs in Tijuana compared with those in Vancouver or San Diego. Sixty-one interviews provided context for the discrepancy across sites by highlighting the gendered injection initiation risk environments of prison/jail detention in Tijuana, intimate partnerships in San Diego, and overdose risk in Vancouver. CONCLUSIONS These results highlight how gender influences injection initiation events within spatial, social, and economic risk environments, and how this influence varies across settings. These findings can inform interventions to reduce the risk of injection initiation and related harms.
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Affiliation(s)
- Meyers Sa
- School of Social Work, College of Health and Human Services, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182, United States; Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Rafful C
- Facultad de Psicología, Universidad Nacional Autónoma de México, University City, Coyoacán, 04510, Mexico City, Mexico
| | - Mittal Ml
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States; Facultad de Medicina, Universidad Xochicalco, Rampa Yumalinda 4850, Colonia Chapultepec Alamar C.P. 22540, Tijuana, Baja California, Mexico
| | - Smith Lr
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Tirado-Muñoz J
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Jain S
- Department of Family Medicine and Public Health, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Sun X
- Department of Family Medicine and Public Health, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Garfein Rs
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - Strathdee Sa
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States
| | - DeBeck K
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9 Canada; School of Public Policy, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6 Canada
| | - Hayashi K
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9 Canada; Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6 Canada
| | - McNeil R
- School of Medicine, Yale, 333 Cedar Street, New Haven, CT, 06510, United States
| | - Milloy Mj
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9 Canada; Department of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC, V5Z 1M9 Canada
| | - Olding M
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9 Canada
| | - Guise A
- Addison House, Guy's Hospital, King's College London, Strand, London WC2R 2LS, United Kingdom
| | - Werb D
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States; Centre on Drug Policy Evaluation, St. Michael's Hospital, 30 Bond Street, Toronto, ON, M5B 1W8 Canada
| | - Scheim Ai
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, United States; Centre on Drug Policy Evaluation, St. Michael's Hospital, 30 Bond Street, Toronto, ON, M5B 1W8 Canada; Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, 3215 Market Street, Philadelphia, PA 19104, United States.
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Des Jarlais DC, Arasteh K, Barnes DM, Feelemyer J, Berg H, Raag M, Talu A, Org G, Tross S, Uuskula A. A Multistage Process Model of How a Person Who Currently Injects Drugs Comes to Assist Persons Who Do not Inject with Their First Injections. FRONTIERS IN SOCIOLOGY 2021; 6:619560. [PMID: 33869573 PMCID: PMC8022482 DOI: 10.3389/fsoc.2021.619560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 01/05/2021] [Indexed: 06/02/2023]
Abstract
Injecting drugs for the first time almost always requires assistance from an experienced person who injects drugs (PWID). While there has been moderate amount of research on PWID who assist with first injections, most of this research has focused on identifying characteristics of PWID who assist with first injections. We do not have a formal model that describes how the minority of PWID come to assist do so, while the majority never assist. Through comparison of persons who did or did not recently assist with first injections using data from PWID in Tallinn, Estonia (N = 286) and Staten Island, New York City (N = 101), we developed a formal multi-stage model of how PWID come to assist with first injections. The model had a primary pathway 1) of engaging in "injection promoting" behaviors, 2) being asked to assist, and 3) assisting. Statistical testing using odds ratios showed participation in each stage was strongly associated with participation in the next stage (all odds ratios >3.0) and the probabilities of assisting significantly increased with participation in the successive stages. We then used the model to compare engagement in the stages pre-vs. post participation in an intervention, and to compare persons who recently assisted to persons who had assisted in the past but had not recently assisted and to persons who had never assisted. Advantages of a formal model for how current PWID come to assist with first injections include: facilitating comparisons across different PWID populations and assessing strengths and limitations of interventions to reduce assisting with first injections.
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Affiliation(s)
- Don C. Des Jarlais
- Department of Epidemiology, College of Global Public Health, New York University, New York, NY, United States
| | - Kamyar Arasteh
- Department of Epidemiology, College of Global Public Health, New York University, New York, NY, United States
| | - David M. Barnes
- Department of Epidemiology, College of Global Public Health, New York University, New York, NY, United States
| | - Jonathan Feelemyer
- Department of Epidemiology, College of Global Public Health, New York University, New York, NY, United States
| | - Hayley Berg
- Department of Epidemiology, College of Global Public Health, New York University, New York, NY, United States
| | - Mait Raag
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Ave Talu
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Greete Org
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Susan Tross
- Department of Psychiatry, Columbia University, New York, NY, United States
| | - Anneli Uuskula
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
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Weicker NP, Whaley S, Urquhart G, Park JN, Sherman SG, Owczarzak J. "I Know It Is Going to Ruin Their Life:" Fortune-Telling, Agency, and Harm Reduction in Narratives Concerning Injection Initiation Assistance. Subst Use Misuse 2021; 56:1860-1868. [PMID: 34348070 DOI: 10.1080/10826084.2021.1958854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Considering most people who inject drugs (PWID) received help with the first injection, understanding the perspective of potential 'initiators' is a priority to inform harm reduction interventions. This paper examines how PWID narrate their experiences with injection initiation and assistance from the lens of their lived experience and perceptions of harm reduction. METHODS In-depth interviews were conducted with individuals who reported injection drug use and recent (past 30 days) opioid use in Baltimore (N = 19) and Anne Arundel County (N = 4), Maryland and analyzed using a narrative approach. RESULTS Respondents cast initiation events as meaningful transitions to a life characterized by predictable harms, including homelessness, infections, and social stigma. Respondents used examples from their personal experience to explain experiences with initiation and assistance by strategically attributing personal agency and predicting specific injection-related harms for initiates. In their narratives, respondents balanced notions of individual agency with harm reduction intentions by distinguishing between two forms of harm: perceived inevitable distal harm caused by long-term injection (e.g. socioeconomic decline) and potentially avoidable proximal harm caused by risky injection practices (e.g. overdose, HIV). CONCLUSIONS These findings highlight opportunities for interventions targeting injection initiation events and support the implementation of safer injection training in interventions. This identity of the 'responsible drug user' could be leveraged to support employing peers to help mitigate harm among inexperienced PWID either through peer outreach or formal venues, such as overdose prevention sites.
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Affiliation(s)
- Noelle P Weicker
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Sara Whaley
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Glenna Urquhart
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ju Nyeong Park
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Susan G Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jill Owczarzak
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Costello BJ, Anderson BJ, Stein M. Peer Influence in Initiation to Heroin Use. JOURNAL OF DRUG ISSUES 2020. [DOI: 10.1177/0022042620979628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Much research on heroin initiation shows that most people use heroin initially with friends or family. However, there is little research examining why those who use heroin would initiate others to its use, and conversely, whether and why one might try to prevent initial heroin use in others. Following recent work on peer influence on crime and delinquency, we test the hypothesis that those with higher levels of self-control are less likely to initiate others to heroin use and are more likely to try to prevent others from using for the first time. The sample included 370 persons entering an opioid withdrawal program. We find that those with low self-control are more likely to initiate others, but there is no relationship between self-control and trying to prevent initiation. We further investigate self-reported motives for initiating others, and find a mix of self-interested and more altruistic motives for initiating others.
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Affiliation(s)
| | | | - Michael Stein
- Butler Hospital, Providence, RI, USA
- Boston University School of Public Health, MA, USA
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Gicquelais RE, Werb D, Marks C, Ziegler C, Mehta SH, Genberg BL, Scheim AI. Prevalence and Correlates of Providing and Receiving Assistance With the Transition to Injection Drug Use. Epidemiol Rev 2020; 42:4-18. [PMID: 33024995 DOI: 10.1093/epirev/mxaa008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 09/22/2020] [Accepted: 10/01/2020] [Indexed: 01/13/2023] Open
Abstract
Preventing the transition to injection drug use is an important public health goal, as people who inject drugs (PWID) are at high risk for overdose and acquisition of infectious disease. Initiation into drug injection is primarily a social process, often involving PWID assistance. A better understanding of the epidemiology of this phenomenon would inform interventions to prevent injection initiation and to enhance safety when assistance is provided. We conducted a systematic review of the literature to 1) characterize the prevalence of receiving (among injection-naive persons) and providing (among PWID) help or guidance with the first drug injection and 2) identify correlates associated with these behaviors. Correlates were organized as substance use behaviors, health outcomes (e.g., human immunodeficiency virus infection), or factors describing an individual's social, economic, policy, or physical environment, defined by means of Rhodes' risk environments framework. After screening of 1,164 abstracts, 57 studies were included. The prevalence of receiving assistance with injection initiation (help or guidance at the first injection) ranged 74% to 100% (n = 13 estimates). The prevalence of ever providing assistance with injection initiation varied widely (range, 13%-69%; n = 13 estimates). Injecting norms, sex/gender, and other correlates classified within Rhodes' social risk environment were commonly associated with providing and receiving assistance. Nearly all PWID receive guidance about injecting for the first time, whereas fewer PWID report providing assistance. Substantial clinical and statistical heterogeneity between studies precluded meta-analysis, and thus local-level estimates may be necessary to guide the implementation of future psychosocial and sociostructural interventions. Further, estimates of providing assistance may be downwardly biased because of social desirability factors.
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Reasons for assisting with injection initiation: Results from a large survey of people who inject drugs in Los Angeles and San Francisco, California. Drug Alcohol Depend 2020; 209:107885. [PMID: 32058244 PMCID: PMC7127951 DOI: 10.1016/j.drugalcdep.2020.107885] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 01/25/2020] [Accepted: 01/28/2020] [Indexed: 11/23/2022]
Abstract
UNLABELLED Injection drug initiation usually requires assistance by someone who already injects drugs. To develop interventions that prevent people from starting to inject drugs, it is imperative to understand why people who inject drugs (PWID) assist with injection initiation. METHODS Injection initiation history and motives for initiating others were collected from 978 PWID in Los Angeles and San Francisco, CA, from 2016-17. This article documents motivations for providing injection initiation assistance and examines demographic, economic, and health-related factors associated with these motivations using multivariable logistic regression modeling. RESULTS Among the 405 PWID who ever facilitated injection initiation, motivations for initiating were: injury prevention (66%), skilled at injecting others (65%), to avoid being pestered (41%), in exchange for drugs/money (45%), and for food/shelter/transportation (15%). High frequency initiation (>5 lifetime injection initiations) was associated with all motivations except for being pestered. Initiation to prevent injury was associated with being female. Initiation due to pestering was associated with recycling income and sex work. Being skilled was associated with age and HIV status, while initiation for money or drugs was associated with age, race, education, social security income, and substance use treatment. Lastly, initiation for food, shelter, or transportation was associated with age, sexual orientation and education level. CONCLUSION Diverse factors were associated with reported motivations for assisting someone to initiate injection for the first time. Our analysis underscores the need for prevention strategies focused on improving economic and housing conditions along with implementing drug consumption rooms to disrupt the social processes of injection initiation.
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Morozova O, Crawford FW, Cohen T, Paltiel AD, Altice FL. Cost-effectiveness of expanding the capacity of opioid agonist treatment in Ukraine: dynamic modeling analysis. Addiction 2020; 115:437-450. [PMID: 31478285 PMCID: PMC7015766 DOI: 10.1111/add.14797] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 06/24/2019] [Accepted: 08/23/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Although opioid agonist treatment (OAT) for opioid use disorder (OUD) is cost-effective in settings where the HIV epidemic is concentrated among people who inject drugs, OAT coverage in Ukraine remains far below internationally recommended targets. Scale-up is limited by both OAT availability and demand. This study aimed to evaluate the cost-effectiveness of a range of plausible OAT scale-up strategies in Ukraine incorporating the potential impact of treatment spillover and the real-world demand for addiction treatment. DESIGN, SETTING AND PARTICIPANTS Ten-year horizon (2016-25) modeling study of opioid addiction epidemic and treatment that accommodated potential peer effects in opioid use initiation and supply-induced treatment demand in three Ukrainian cities: Kyiv, Mykolaiv and Lviv, comprising a simulated population of people at risk of and with OUD. MEASUREMENTS Incremental cost per quality-adjusted life-year gained in the simulated population. FINDINGS An estimated 12.2-, 2.4- and 13.4-fold OAT capacity increase over 2016 baseline capacity in Kyiv, Mykolaiv and Lviv, respectively, would be cost-effective at a willingness-to-pay of one per-capita gross domestic product (GDP) per quality-adjusted life-year gained. This result is robust to parametric and structural uncertainty. Even under the most ambitious capacity increase, OAT coverage (i.e. the proportion of people with OUD receiving OAT) over a 10-year modeling horizon would be 20, 11 and 17% in Kyiv, Mykolaiv and Lviv, respectively, owing to limited demand. CONCLUSIONS It is estimated that a substantial increase in opioid agonist treatment (OAT) capacity in three Ukrainian cities would be cost-effective for a wide range of willingness-to-pay thresholds. Even a very ambitious capacity increase, however, is unlikely to reach internationally recommended coverage levels. Further increases in coverage may be limited by demand and would require addressing existing structural barriers to OAT access.
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Affiliation(s)
- Olga Morozova
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Forrest W Crawford
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA
- Department of Statistics and Data Science, Yale University, New Haven, CT, USA
- Yale School of Management, New Haven, CT, USA
| | - Ted Cohen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - A David Paltiel
- Yale School of Management, New Haven, CT, USA
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
| | - Frederick L Altice
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Section of Infectious Diseases, Yale School of Medicine, New Haven, CT, USA
- University of Malaya, Kuala Lumpur, Malaysia
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11
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White RH, O’Rourke A, Bluthenthal RN, Kral AH, Kilkenny ME, Hazelett TD, Sherman SG, Allen ST. Initiating Persons into Injection Drug Use in Rural West Virginia, USA. Subst Use Misuse 2019; 55:337-344. [PMID: 31591948 PMCID: PMC6980648 DOI: 10.1080/10826084.2019.1669660] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background: While prior research has explored factors associated with people who inject drugs (PWID) initiating others into drug injection in urban settings, very little work has been done to understand this behavior among rural PWID in Appalachia. Objectives: We aim to identify factors associated with PWID initiating injection-naïve individuals into drug injection in a rural community in West Virginia (WV). Methods: Data were derived from a cross-sectional survey of 420 rural PWID (163 women) in Cabell County, WV in June-July 2018 who indicated recent (past 6 months) injection drug use. Individuals completed a survey that included measures on socio-demographics and injection socialization behaviors. We used logistic regression to identify factors associated with PWID recently initiating someone for their first injection. Results: A minority (17%) reported recently initiating someone for their first injection. In multivariable regression, recent injection initiation was independently associated with number of injections per day (adjusted odds ratio [aOR] 1.16; 95% confidence interval [CI]:1.07,1.25), recent injection in front of an injection-naïve person (aOR 2.75; 95% CI: 1.25,6.04), recent describing how to inject drugs to an injection-naïve person (aOR 5.83; 95% CI: 2.71,12.57), and recent encouragement of an injection-naïve person to inject (aOR 7.13; 95% CI: 2.31,21.87). Conclusion: Injection initiation was independently associated with several injection socialization behaviors involving injection-naïve individuals. PWID who recently initiated injection-naïve individuals had higher odds of frequent injection. Educating rural PWID about how their behaviors can influence others and the importance of engaging in safe injection practices could carry significant public health utility.
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Affiliation(s)
- Rebecca Hamilton White
- Department of Health, Behavior, Society; Bloomberg School of Public Health; Johns Hopkins University; 624 N. Broadway, Hampton House 184, Baltimore, MD, USA 21205
| | - Allison O’Rourke
- DC Center for AIDS Research, Department of Psychology, George Washington University; 2125 G St NW, Washington, DC 20052
| | - Ricky N. Bluthenthal
- Department of Preventive Medicine, Institute for Health Promotion & Disease Prevention, Keck School of Medicine, University of Southern California. SSB 302R 2001 N. Soto Street; Los Angeles, CA 90032
| | - Alex H. Kral
- RTI International 351 California Street Suite 500, San Francisco, CA 94104
| | | | - Tim D. Hazelett
- Cabell-Huntington Health Department; 703 7th Ave., Huntington, WV 25701
| | - Susan G. Sherman
- Department of Health, Behavior, Society; Bloomberg School of Public Health; Johns Hopkins University; 624 N. Broadway, Hampton House 184, Baltimore, MD, USA 21205
| | - Sean T. Allen
- Department of Health, Behavior, Society; Bloomberg School of Public Health; Johns Hopkins University; 624 N. Broadway, Hampton House 184, Baltimore, MD, USA 21205
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Navarro S, Kral AH, Strike CS, Simpson K, Wenger L, Bluthenthal RN. Factors Associated with Frequency of Recent Initiation of Others into Injection Drug Use Among People Who Inject Drugs in Los Angeles and San Francisco, CA, USA, 2016-17. Subst Use Misuse 2019; 54:1715-1724. [PMID: 31046508 PMCID: PMC6863088 DOI: 10.1080/10826084.2019.1608252] [Citation(s) in RCA: 10] [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: 10/26/2022]
Abstract
Objective: Drug injection initiation is often assisted by a person who injects drugs (PWID). How often PWID provide this assistance has not been examined. We examine frequency of injection initiation assistance and factors associated with high (4+) and low frequency (1-3) initiation assistance as compared to no initiation assistance among PWID. Methods: Participants were 979 Californian PWID. PWID were interviewed about providing injection initiation assistance in the last 6 months among other items. Multinomial regression analysis was used to examine factors associated with levels of frequency of injection initiation assistance. Results: Among participants, 132 (14%) had initiated 784 people into injection (mean = 5.94 [standard deviation = 20.13]; median = 2, interquartile range = 1,4) in the last 6 months. PWID engaged in high frequency initiation (26% of sample) assisted 662 new initiates (84% of total). Using multinomial regression analysis with no initiating as the referent group, we found that high frequency initiating was statistically associated with higher injection frequency, having a paying sex partner, taking someone to a shooting gallery, and providing injection assistance. Lower frequency initiation was statistically associated with having a paying sex partner, illegal income source, and providing injection assistance. Conclusion: Differences between high and low frequency initiators were not found. Sex work and assisting with drug injection were linked to initiating others. Individual-level interventions that reduce this behavior among PWID and structural interventions such as safe consumption sites and opioid medication treatments that interrupt the social process of injection initiation should be considered as ways to reduce injection initiations.
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Affiliation(s)
- Stephanie Navarro
- Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA 90033
| | - Alex H. Kral
- Behavioral Health Research Division, RTI International, 351 California Street, Suite 500, San Francisco, CA 94104
| | - Carol S. Strike
- Dalla Lana School of Public Health, University of Toronto, Ontario, Canada M5T 3M7
| | - Kelsey Simpson
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd floor, Los Angeles, CA 90033
| | - Lynn Wenger
- Behavioral Health Research Division, RTI International, 351 California Street, Suite 500, San Francisco, CA 94104
| | - Ricky N. Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd floor, Los Angeles, CA 90033
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Mittal ML, Guise A, Rafful C, Gonzalez-Zuñiga P, Davidson P, Vashishtha D, Strathdee SA, Werb D. "Another Person Was Going to Do It": The Provision of Injection Drug Use Initiation Assistance in a High-Risk U.S.-Mexico Border Region. Subst Use Misuse 2019; 54:2338-2350. [PMID: 31389282 PMCID: PMC6883155 DOI: 10.1080/10826084.2019.1648514] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background: Persons who inject drugs (PWID) play a key role in assisting others' initiation into injection drug use (IDU). We aimed to explore the pathways and socio-structural contexts for this phenomenon in Tijuana, Mexico, a border setting marked by a large PWID population with limited access to health and social services. Methods: Preventing Injecting by Modifying Existing Responses (PRIMER) is a multi-cohort study assessing socio-structural factors associated with PWID assisting others into initiating IDU. Semi-structured qualitative interviews in Tijuana included participants ≥18 years old, who reported IDU within the month prior to cohort enrollment and ever initiating others into IDU. Purposive sampling ensured a range of drug use experiences and behaviors related to injection initiation assistance. Thematic analysis was used to develop recurring and significant data categories. Results: Twenty-one participants were interviewed (8 women, 13 men). Broadly, participants considered public injection to increase curiosity about IDU. Many considered transitioning into IDU as inevitable. Emergent themes included providing assistance to mitigate overdose risk and to protect initiates from being taken advantage of by others. Participants described reluctance in engaging in this process. For some, access to resources (e.g., shared drugs or a monetary fee) was a motivator to initiate others. Conclusion: In Tijuana, public injection and a lack of harm reduction services are perceived to fuel the incidence of IDU initiation and to incentivize PWID to assist in injection initiation. IDU prevention efforts should address structural factors driving PWID participation in IDU initiation while including PWID in their development and implementation.
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Affiliation(s)
- Maria L Mittal
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA.,Facultad de Medicina, Universidad Xochicalco, Tijuana, Mexico
| | - Andrew Guise
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA.,Division of Health and Social Care Research, King's College, London, UK
| | - Claudia Rafful
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA.,Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, ON, Canada
| | - Patricia Gonzalez-Zuñiga
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Peter Davidson
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Devesh Vashishtha
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Steffanie A Strathdee
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Dan Werb
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA.,Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, ON, Canada
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14
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Barnes DM, Des Jarlais DC, Wolff M, Feelemyer J, Tross S. A qualitative study of persons who inject drugs but who have never helped others with first injections: how their views on helping contrast with the views of persons who have helped with first injections, and implications for interventions. Harm Reduct J 2018; 15:43. [PMID: 30153826 PMCID: PMC6114536 DOI: 10.1186/s12954-018-0250-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2018] [Accepted: 08/20/2018] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Transitioning from non-injection to injection drug use dramatically escalates health risks. Evidence suggests that people who inject drugs (PWID) help in a majority of others' first injections, yet these helpers represent only a minority of experienced PWID. Recent research has provided insight into this helping process, as reported by helpers. PWID who have never helped, although the majority of PWID, have not previously been the focus of study. To address this gap, we give primary voice to non-helpers' perspectives on the helping process, while also comparing their views with persons in our sample who have helped with first injections. Finally, we consider how non-helpers' perspectives can inform harm reduction interventions to reduce, or make safer, initiation into injecting drug use. METHODS We conducted audio-recorded, qualitative interviews with 23 current opioid injectors on Staten Island, NY, where the opioid epidemic is pronounced. Seventeen had never helped with first injections and 6 had. Interviews were transcribed verbatim, and three coders used a consensus-developed codebook to code all interviews. Framework analysis was used to identify overarching themes. RESULTS We identified three key themes in non-helpers' discourse around not helping: altruistic motivations to prevent immediate and delayed harms to individuals injecting for the first time; inhibition due to negative assessments of their own injecting skills; and absolutist ethical convictions against helping. Non-helpers differed from helpers on each theme. CONCLUSIONS Because most PWID have never helped with first injections, their perspectives on helping warrant consideration and can inform harm reduction interventions to reduce, or make safer, transitions to injection drug use. Their perspectives can be used to broaden the factors PWID consider around questions of promoting injection and helping with others' first injections, including considerations of the moral issues involved in choosing to help or not to help.
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Affiliation(s)
- David M. Barnes
- Department of Epidemiology, College of Global Public Health, New York University, 665 Broadway, 8th floor, New York, NY 10012 USA
| | - Don C. Des Jarlais
- Department of Epidemiology, College of Global Public Health, New York University, 665 Broadway, 8th floor, New York, NY 10012 USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 39 Broadway, Suite 530, New York, NY 10006 USA
| | - Margaret Wolff
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 39 Broadway, Suite 530, New York, NY 10006 USA
- HIV Center for Clinical and Behavioral Studies, The New York State Psychiatric Institute and Columbia University, 1051 Riverside Drive, Unit 15, New York, NY 10032 USA
| | - Jonathan Feelemyer
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 39 Broadway, Suite 530, New York, NY 10006 USA
| | - Susan Tross
- HIV Center for Clinical and Behavioral Studies, The New York State Psychiatric Institute and Columbia University, 1051 Riverside Drive, Unit 15, New York, NY 10032 USA
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15
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Uusküla A, Barnes DM, Raag M, Talu A, Tross S, Des Jarlais DC. Frequency and factors associated with providing injection initiation assistance in Tallinn, Estonia. Drug Alcohol Depend 2018; 188:64-70. [PMID: 29754028 PMCID: PMC6875682 DOI: 10.1016/j.drugalcdep.2018.03.048] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 03/01/2018] [Accepted: 03/27/2018] [Indexed: 11/26/2022]
Abstract
UNLABELLED Injection drug use is expanding in numerous regions in the world. Persons who inject drugs (PWID) play an important role encouraging new persons into injecting, by providing injection initiation assistance ("assisting" behaviors) and stimulating interest in injection ("promoting" behaviors). OBJECTIVES To describe the prevalence of assisting and promoting behaviors, and to identify factors associated with assisting, among PWID in Tallinn, Estonia. METHODS In 2016, PWID were recruited through respondent-driven sampling (RDS), interviewed, and HIV tested. RDS weights were used to estimate the prevalence of assisting and promoting behaviors and, in multivariable regression modeling, to identify factors associated with assisting. RESULTS Among 299 PWID recruited, 13.7% had ever assisted a non-PWID with their first injection. Regarding past-six-month promoting behaviors: 9.4% talked positively about injecting to non-PWID, 16.2% injected in front of non-PWID, and 0.6% offered to help with a first injection. Significant predictors of ever assisting with a first injection included: gender (men: aOR 6.31, 95% CI 2.02-19.74); age (30 years or younger: aOR 3.89, 95% CI 1.40-10.16); receptive sharing of syringes or needles (aOR 4.73, 95% CI 1.32-16.98); ever testing for HIV (aOR 8.44, 95% CI 1.15-62.07); and having peers who helped someone with their first injection (aOR 3.44, 95% CI 1.31-9.03). CONCLUSION Demographic and drug-use related factors are associated with having initiated someone into injecting. Interventions targeting PWID and non-PWID are needed to prevent injection initiation.
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Affiliation(s)
- Anneli Uusküla
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia.
| | - David M. Barnes
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, The Baron Edmond de Rothschild Chemical Dependency Institute, New York, NY, USA
| | - Mait Raag
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Ave Talu
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Susan Tross
- Department of Psychiatry, Columbia University Medical Center, HIV Center for Clinical and Behavioral Studies, New York, NY, USA
| | - Don C. Des Jarlais
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, The Baron Edmond de Rothschild Chemical Dependency Institute, New York, NY, USA
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16
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Guise A, Melo J, Mittal ML, Rafful C, Cuevas-Mota J, Davidson P, Garfein RS, Werb D. A fragmented code: The moral and structural context for providing assistance with injection drug use initiation in San Diego, USA. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 55:51-60. [PMID: 29524733 PMCID: PMC5970953 DOI: 10.1016/j.drugpo.2018.02.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 01/09/2018] [Accepted: 02/12/2018] [Indexed: 11/15/2022]
Abstract
BACKGROUND Injection drug use initiation is shaped by social networks and structural contexts, with people who inject drugs often assisting in this process. We sought to explore the norms and contexts linked to assisting others to initiate injection drug use in San Diego, USA, to inform the development of structural interventions to prevent this phenomenon. METHODS We undertook qualitative interviews with a purposive sample of people who inject drugs and had reported assisting others to initiate injection (n = 17) and a sub-sample of people who inject drugs (n = 4) who had not reported initiating others to triangulate accounts. We analyzed data thematically and abductively. RESULTS Respondents' accounts of providing initiation assistance were consistent with themes and motives reported in other contexts: of seeking to reduce harm to the 'initiate', responding to requests for help, fostering pleasure, accessing resources, and claims that initiation assistance was unintentional. We developed analysis of these themes to explore initiation assistance as governed by a 'moral code'. We delineate a fragmented moral code which includes a range of meanings and social contexts that shape initiation assistance. We also show how assistance is happening within a structural context that limits discussion of injection drug use, reflecting a prevailing silence on drug use linked to stigma and criminalization. CONCLUSIONS In San Diego, the assistance of others to initiate injection drug use is governed by a fragmented moral code situated within particular social norms and contexts. Interventions that address the social and structural conditions shaped by and shaping this code may be beneficial, in tandem with efforts to support safe injection and the reduction of injection-related harms.
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Affiliation(s)
- Andy Guise
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA; School of Population Health and Environmental Sciences, King's College London, London, SE1 1UL, UK
| | - Jason Melo
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA
| | - Maria Luisa Mittal
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA; School of Medicine, Universidad Xochicalco, Alamar Sur 4850, Chapultepec Alamar, 22110 Tijuana, Baja California, Mexico
| | - Claudia Rafful
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA; School of Public Health, San Diego State University, 5500 Campanile Dr, San Diego, CA 92182, USA
| | - Jazmine Cuevas-Mota
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA
| | - Peter Davidson
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA
| | - Richard S Garfein
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA
| | - Dan Werb
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA; Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria St, Toronto, Ontario, Canada.
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17
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Bluthenthal RN, Chu D, Wenger LD, Bourgois P, Valente T, Kral AH. Differences in time to injection onset by drug in California: Implications for the emerging heroin epidemic. Drug Alcohol Depend 2018; 185:253-259. [PMID: 29477084 PMCID: PMC5889717 DOI: 10.1016/j.drugalcdep.2018.01.005] [Citation(s) in RCA: 12] [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] [Received: 09/24/2017] [Revised: 01/02/2018] [Accepted: 01/04/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Heroin use is increasing in the US. Heroin use may predispose users towards injection routes of drug administration as compared to other illicit substances. OBJECTIVE To explore the relationship between heroin use and drug injection, we compared time from first use to first injection (referred to as time to injection onset by drug [TTIOD]) of heroin, methamphetamine/speed, cocaine, and crack cocaine among people who inject drugs (PWID). METHODS Age of first use and first injection by drug was collected from 776 PWID. Survival analyses were used to determine TTIOD and to examine demographic factors associated with TTIOD. Cox regression analysis was used to determine demographic factors associated with drug-specific injection onset. RESULTS The eventual injection onset rate by the drug was 99% for participants who used heroin, 85% for participants who used methamphetamine/speed, 80% for participants who used powder cocaine, and 38% for participants who used crack cocaine. Hazard ratios for injection use within one year of first use by drug were: 1.37 (median survival time [MST] = 0.61 years) for heroin, 0.66 (MST = 1.10 years) for methamphetamine/speed, 0.50 (MST = 2.93 years) for powder cocaine, and 0.12 (MST = 39.59 years) for crack cocaine. Demographic differences in TTIOD were found for each drug. Demographic differences were found for eventual injection by drug for all substances except heroin. CONCLUSION Among PWID, heroin use was associated with a more rapid transition to injection and a higher rate of eventual heroin injection regardless of demographics. More robust, innovative efforts to reduce heroin use and prevent injection initiation are urgently needed.
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Affiliation(s)
- Ricky N Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, United States.
| | - Daniel Chu
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, United States
| | - Lynn D Wenger
- Behavioral and Urban Health Program, RTI International, 351 California St., San Francisco, CA, United States
| | - Philippe Bourgois
- Department of Psychiatry and Biobehavioral Sciences, UCLA Center for Social Medicine and the Humanities, Semel Institute, 760 Westwood Plaza, Los Angeles, CA, United States
| | - Thomas Valente
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, United States
| | - Alex H Kral
- Behavioral and Urban Health Program, RTI International, 351 California St., San Francisco, CA, United States
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18
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Abstract
Although most people who inject drugs (PWID) report receiving assistance during injection initiation events, little research has focused on risk factors among PWID for providing injection initiation assistance. We therefore sought to determine the influence of non-injection drug use among PWID on their risk to initiate others. We used generalized estimating equation (GEE) models on longitudinal data among a prospective cohort of PWID in Tijuana, Mexico (Proyecto El Cuete IV), while controlling for potential confounders. At baseline, 534 participants provided data on injection initiation assistance. Overall, 14% reported ever initiating others, with 4% reporting this behavior recently (i.e., in the past 6 months). In a multivariable GEE model, recent non-injection drug use was independently associated with providing injection initiation assistance (adjusted odds ratio [AOR] = 2.42, 95% confidence interval [CI] = 1.39-4.20). Further, in subanalyses examining specific drug types, recent non-injection use of cocaine (AOR = 9.31, 95% CI = 3.98-21.78), heroin (AOR = 4.00, 95% CI = 1.88-8.54), and methamphetamine (AOR = 2.03, 95% CI = 1.16-3.55) were all significantly associated with reporting providing injection initiation assistance. Our findings may have important implications for the development of interventional approaches to reduce injection initiation and related harms. Further research is needed to validate findings and inform future approaches to preventing entry into drug injecting.
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19
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Werb D, Bluthenthal RN, Kolla G, Strike C, Kral AH, Uusküla A, Des Jarlais D. Preventing Injection Drug use Initiation: State of the Evidence and Opportunities for the Future. J Urban Health 2018; 95:91-98. [PMID: 28948444 PMCID: PMC5862695 DOI: 10.1007/s11524-017-0192-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Dan Werb
- Division of Global Public Health, Department of Medicine, University of California San Diego School of Medicine, 9500 Gilman Drive, La Jolla, CA, 92093-0507, USA.
| | - R N Bluthenthal
- Division of Health Behavior Research, Institute for Prevention Research, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - G Kolla
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - C Strike
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - A H Kral
- Behavioral and Urban Health Program, RTI International, San Francisco, CA, USA
| | - A Uusküla
- Institute of Family Medicine and Public Health, Faculty of Medicine, University of Tartu, Tartu, Estonia
| | - D Des Jarlais
- Edmond de Rothschild Chemical Dependency Institute, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
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20
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Guise A, Horyniak D, Melo J, McNeill R, Werb D. The experience of initiating injection drug use and its social context: a qualitative systematic review and thematic synthesis. Addiction 2017; 112:2098-2111. [PMID: 28734128 PMCID: PMC5673537 DOI: 10.1111/add.13957] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 04/03/2017] [Accepted: 07/14/2017] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIM Understanding the experience of initiating injection drug use and its social contexts is crucial to inform efforts to prevent transitions into this mode of drug consumption and support harm reduction. We reviewed and synthesized existing qualitative scientific literature systematically to identify the socio-structural contexts for, and experiences of, the initiation of injection drug use. METHODS We searched six databases (Medline, Embase, PsychINFO, CINAHL, IBSS and SSCI) systematically, along with a manual search, including key journals and subject experts. Peer-reviewed studies were included if they qualitatively explored experiences of or socio-structural contexts for injection drug use initiation. A thematic synthesis approach was used to identify descriptive and analytical themes throughout studies. RESULTS From 1731 initial results, 41 studies reporting data from 1996 participants were included. We developed eight descriptive themes and two analytical (higher-order) themes. The first analytical theme focused on injecting initiation resulting from a social process enabled and constrained by socio-structural factors: social networks and individual interactions, socialization into drug-using identities and choices enabled and constrained by social context all combine to produce processes of injection initiation. The second analytical theme addressed pathways that explore varying meanings attached to injection initiation and how they link to social context: seeking pleasure, responses to increasing tolerance to drugs, securing belonging and identity and coping with pain and trauma. CONCLUSIONS Qualitative research shows that injection drug use initiation has varying and distinct meanings for individuals involved and is a dynamic process shaped by social and structural factors. Interventions should therefore respond to the socio-structural influences on injecting drug use initiation by seeking to modify the contexts for initiation, rather than solely prioritizing the reduction of individual harms through behavior change.
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Affiliation(s)
- Andy Guise
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA,Division of Health and Social Care, King’s College London, Addison House, Guy’s campus, London, UK
| | - Danielle Horyniak
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA,Behaviours and Health Risks Program, Burnet Institute, 85 Commercial Rd, Melbourne VIC 3004, Australia,School of Public Health and Preventive Medicine, Monash University, 99 Commercial Rd, Melbourne VIC 3004, Australia
| | - Jason Melo
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA
| | - Ryan McNeill
- British Columbia Centre on Substance Use, 608-1081 Burrard Street, Vancouver, British Columbia Canada,Division of AIDS, Department of Medicine, University of British Columbia, 2775 Laurel St, Vancouver, British Columbia Canada
| | - Dan Werb
- Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, 92093, USA,International Centre for Science in Drug Policy, St. Michael’s Hospital, 30 Bond St, Toronto, Canada
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21
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Mittal ML, Vashishtha D, Sun S, Jain S, Cuevas-Mota J, Garfein R, Strathdee SA, Werb D. History of medication-assisted treatment and its association with initiating others into injection drug use in San Diego, CA. Subst Abuse Treat Prev Policy 2017; 12:42. [PMID: 28974239 PMCID: PMC5627474 DOI: 10.1186/s13011-017-0126-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 09/26/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Medication-assisted treatment (MAT) remains the gold standard for the treatment of opioid use disorder. MAT also reduces the frequency of injecting among people who inject drugs (PWID). Relatedly, data suggest that PWID play a key role in the initiation of others into drug injecting by exposing injecting practices to injection-naïve drug users. Our primary objective was to test whether a history of MAT enrollment is associated with a reduced odds of PWID providing injection initiation assistance. METHODS Preventing Injecting by Modifying Existing Responses (PRIMER; NIDA DP2-DA040256-01), is a multi-site cohort study assessing the impact of socio-structural factors on the risk that PWID provide injection initiation assistance. Data were drawn from a participating cohort of PWID in San Diego, CA. The primary outcome was reporting ever providing injection initiation assistance; the primary predictor was reporting ever being enrolled in MAT. Logistic regression was used to model associations between MAT enrollment and ever initiating others into injecting while adjusting for potential confounders. RESULTS Participants (n = 354) were predominantly male (n = 249, 70%). Thirty-eight percent (n = 135) of participants reported ever initiating others into injection drug use. In multivariate analysis, participants who reported a history of MAT enrollment had significantly decreased odds of ever providing injection initiation assistance (Adjusted Odds Ratio [AOR]: 0.62, 95% Confidence Interval [CI]: 0.39-0.99). CONCLUSIONS These preliminary findings suggest an association between MAT enrollment and a lower odds that male PWID report providing injection initiation assistance to injection-naïve drug users. Further research is needed to identify the pathways by which MAT enrollment may impact the risk that PWID initiate others into drug injecting.
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Affiliation(s)
- Maria Luisa Mittal
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
| | - Devesh Vashishtha
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
| | - Shelly Sun
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0622 USA
| | - Sonia Jain
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0622 USA
| | - Jazmine Cuevas-Mota
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
| | - Richard Garfein
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
| | - Steffanie A. Strathdee
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
| | - Dan Werb
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507 USA
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Bluthenthal RN, Wenger L, Chu D, Bourgois P, Kral AH. Drug use generations and patterns of injection drug use: Birth cohort differences among people who inject drugs in Los Angeles and San Francisco, California. Drug Alcohol Depend 2017; 175:210-218. [PMID: 28448905 PMCID: PMC5494991 DOI: 10.1016/j.drugalcdep.2017.04.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 03/24/2017] [Accepted: 04/05/2017] [Indexed: 12/25/2022]
Abstract
OBJECTIVES A robust literature documents generational trends in drug use. We examined the implications of changing national drug use patterns on drug injection histories of diverse people who inject drugs (PWID). METHODS Drug use histories were collected from 776 active PWID in 2011-13. Using descriptive statistics, we examine drug use initiation by year and birth cohort (BC) differences in drug first injected. A multivariate linear regression model of time to injection initiation ([TTII] (year of first injection minus year of first illicit drug use) was developed to explore BC differences. RESULTS The first drug injected by BC changed in tandem with national drug use trends with heroin declining from 77% for the pre-1960's BC to 58% for the 1960's BC before increasing to 71% for the 1990's BC. Multivariate linear regression modeling found that shorter TTII was associated with the 1980's/1990's BC (-3.50 years; 95% Confidence Interval [CI]=-0.79, -6.21) as compared to the 1970's BC. Longer TTII was associated with being female (1.65 years; 95% CI=0.40, 2.90), African American (1.69 years; 95% CI=0.43, 2.95), any substance use treatment prior to injection (4.22 years; 95% CI=2.65, 5.79), and prior non-injection use of drug that was first injected (3.29 years; 95% CI=2.19, 4.40). CONCLUSION National drug trends appear to influence injection drug use patterns. The prescription opiate drug era is associated with shorter TTII. Culturally competent, demographically and generationally-targeted prevention strategies to combat transitions to drug injection are needed to prevent or shorten upstream increases in risky drug use practices on a national level.
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Affiliation(s)
- Ricky N. Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, 90033, USA
| | - Lynn Wenger
- Behavioral and Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104, USA
| | - Daniel Chu
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N. Soto Street, Los Angeles, CA, 90033, USA
| | - Philippe Bourgois
- Department of Psychiatry and Biobehavioral Sciences, UCLA Center for Social Medicine and the Humanities, Semel Institute, 760 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Alex H. Kral
- Behavioral and Urban Health Program, RTI International, 351 California St., San Francisco, CA 94104, USA
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23
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Wenger LD, Lopez AM, Kral AH, Bluthenthal RN. Moral ambivalence and the decision to initiate others into injection drug use: A qualitative study in two California cities. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2016; 37:42-51. [DOI: 10.1016/j.drugpo.2016.07.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 06/24/2016] [Accepted: 07/21/2016] [Indexed: 12/27/2022]
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24
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Dyal SR, Kral AH, Dominguez Gonzalez K, Wenger LD, Bluthenthal RN. Consistency of self-reported drug use events in a mixed methods study of people who inject drugs. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2015; 41:332-8. [PMID: 25970020 DOI: 10.3109/00952990.2015.1037842] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Little is known about the consistency of information provided by people who inject drugs (PWID) during quantitative and qualitative interviews in mixed methods studies. OBJECTIVES We illustrate the use of the intraclass correlation coefficient, descriptive statistics, and regression to assess the consistency of information provided during a mixed methods study of PWID living in Los Angeles and San Francisco, California, USA. METHODS Age of first use of heroin, methamphetamine, marijuana, powder cocaine, and crack cocaine and first injection of heroin, methamphetamine, and powder cocaine were collected during an interviewer administered computer-assisted personal interview followed by an in-depth qualitative interview (n = 102). RESULTS Participants were 63% male, racially/ethnically diverse. 80.4% between the ages of 40 and 60 years old, 89% US-born, and 57% homeless. Consistency of self-reported data was adequate for most drug use events. Exact concordance between quantitative and qualitative measures of age of onset ranged from 18.2-50%. Event ordering was consistent across qualitative and quantitative results for 90.2% of participants. Analyses indicated that age of onset for heroin use, heroin injection, and injection of any drug was significantly lower when assessed by qualitative methods as compared to quantitative methods. CONCLUSION While inconsistency will emerge during mixed method studies, confidence in the timing and ordering of major types of events such as drug initiation episodes appear to be warranted.
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Affiliation(s)
- Stephanie R Dyal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California , Los Angeles, CA , USA and
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25
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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.
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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
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