Dataset Information

Association of sex work and social-structural factors with non-fatal overdose among women who use drugs in Vancouver, Canada.

ABSTRACT:

Background

Women who use drugs (WWUD) and engage in sex work experience disproportionate sex- and drug-related harms, such as HIV, however comparatively little is known about their overdose risk. Therefore, we examined the association between sex work and overdose and secondarily explored the association of social-structural factors, such as policing and gendered violence, with overdose.

Methods

Data were derived from two community cohort studies based in Vancouver, Canada between 2005 to 2018. We used logistic regression with GEE to examine the associations between a) sex work and nonfatal overdose and b) social-structural and individual variables with overdose among WWUD who engaged in sex work during the study. Sex work, overdose, and other variables were time-updated, captured every six months.

Results

Among 857 WWUD included, 56% engaged in sex work during the study. Forty-three percent of WWUD engaged in sex work had at least one overdose compared to 26% of WWUD who did not. Sex work was not significantly associated with an increased odds of overdose (AOR = 1.14, 95% CI: 0.93-1.40). In the exploratory analysis amongst 476 WWUD engaged in sex work, social-structural variables associated with overdose in the multivariable model included exposure to: punitive policing (OR = 1.97, 95% CI: 1.30-2.96) and physical or sexual violence (OR = 2.55, 95% CI: 1.88-3.46).

Conclusions

WWUD engaged in sex work had an increased overdose burden that may be driven by social-structural factors rather than sex work itself. Interventions that address policing and gendered violence represent potential targets for effective overdose prevention.

SUBMITTER: Harris MT

PROVIDER: S-EPMC9974922 | biostudies-literature | 2023 Feb

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Association of sex work and social-structural factors with non-fatal overdose among women who use drugs in Vancouver, Canada.

Harris Miriam Th MT Goldenberg Shira S Cui Zishan Z Fairbairn Nadia N Milloy M-J S MS Hayashi Kanna K Samet Jeffrey H JH Walley Alexander Y AY Nolan Seonaid S

The International journal on drug policy 20230113

<h4>Background</h4>Women who use drugs (WWUD) and engage in sex work experience disproportionate sex- and drug-related harms, such as HIV, however comparatively little is known about their overdose risk. Therefore, we examined the association between sex work and overdose and secondarily explored the association of social-structural factors, such as policing and gendered violence, with overdose.<h4>Methods</h4>Data were derived from two community cohort studies based in Vancouver, Canada between ...[more]

PMID: 36640591

Similar Datasets

Project description:BackgroundDue to social-structural marginalization, sex workers experience health inequities including a high prevalence of sexually transmitted and blood-borne infections, mental health disorders, trauma, and substance use, alongside a multitude of barriers to HIV and substance use services. Given limited evidence on sex workers' broader primary healthcare access, we aimed to examine social-structural factors associated with primary care use among sex workers over 7 years.MethodsData were derived from An Evaluation of Sex Workers Health Access (AESHA), a community-based open prospective cohort of women (cis and trans) sex workers in Metro Vancouver, from 2014 to 2021. Descriptive statistics were used to summarize the proportion of primary care use in the past six months and to assess primary care trends over time from 2014-2021. We used multivariate logistic regression with generalized estimating equations (GEE) to identify social-structural factors associated with primary care access (seeing a family doctor in the last six months), after adjusting for confounders.ResultsAmongst the 646 participants, most (87.4%) accessed primary care at some point during the study period, and primary care use in the last 6 months was relatively stable (ranging from 60-78%) across each follow-up period. At first available observation, participants faced a high burden of sexually transmitted and blood-borne infections (STBBIs) (48.0%, 11.5%, and 10.4% were HCV, HIV, or STI seropositive, respectively), 56.8% were diagnosed with a mental health disorder, 8.1% had recently overdosed, and 14.7% were recently hospitalized. In multivariable GEE analysis, exposure to intimate partner violence was associated with reduced primary care use (Adjusted odds ratios (AOR) 0.63, 95% Confidence interval (CI): 0.49-0.82), and limited English fluency was marginally associated (AOR 0.76 CI: 0.51-1.14).ConclusionsThis study characterized primary care use and its social-structural determinants among sex workers over 7 years. Participants faced a high burden of STBBIs and other health disparities, and a proportion faced gaps in primary care utilization. Scale-up of trauma-informed, culturally and linguistically tailored, sex worker-friendly primary care models are needed, alongside structural interventions to decriminalize and destigmatize sex work and substance use.

Project description:BackgroundIndividuals who initiate injection drug use often receive assistance from an injection-knowledgeable peer. Persons who assist peers in injection initiation events often inject frequently, which heightens overdose risk. As such, overdose and injection initiation events may be correlated. To explore a potential relationship, we assessed temporal associations between experiencing a non-fatal overdose and assisting others in initiating injection drug use among persons who inject drugs in two North American cities - Vancouver, Canada and Tijuana, Mexico.MethodsFrom 2014 to 2018, this retrospective cohort study included people who inject drugs from Vancouver (n=1332) and Tijuana (n=666) who completed a baseline and six-month follow-up interview. Within each site, we assessed bidirectional temporal associations using two separate multivariable logistic regression models: for model 1, recent provision of injection initiation assistance (at six months) was the outcome and recent overdose (at baseline) was the exposure; for model 2, recent overdose (at six months) was the outcome and recent provision of injection initiation assistance (at baseline) was the exposure. Both models adjusted for potential confounders.ResultsVancouver-based participants reporting overdose at baseline had 163% greater odds of reporting provision of injection initiation assistance at follow-up (adjusted Odds Ratio [aOR] 2.63; 95% Confidence Interval [CI] 1.41-4.90); while participants reporting provision of injection initiation assistance at baseline had 89% greater odds of reporting a non-fatal overdose at follow-up (aOR 1.89; 95% CI 1.00-3.57). Among Tijuana-based participants, we did not observe a statistically significant association in either direction.ConclusionFindings in Vancouver suggest that injection initiation assistance and overdose are bidirectionally-associated phenomena. The present findings highlight the need for interventions that ensure that persons who provide injection initiation assistance are given overdose prevention support, both for themselves and for those they assist to initiate injection drug use. While our Tijuana-based results did not suggest a bidirectional relationship, preventative approaches should nonetheless be undertaken.

Project description:BACKGROUND:With increasing frequencies of non-fatal overdose in people who inject drugs (PWID), it is essential to improve our knowledge about associated risk factors for overdose to inform overdose prevention and assistance programs. The aim of present study was to determine the prevalence of non-fatal overdose and the associated risk factors among PWID in Tehran, Iran. METHODS:Snowball sampling was used to collect data from 465 participants in Tehran using a cross-sectional survey. Consenting participants who reported drug injecting in the past month and were able to speak and comprehend Farsi enough to respond to survey questions were interviewed. The endpoint of interest was non-fatal overdose in the previous 6 months, or answering "Yes" to the question: "In the last six months, have you ever overdosed by accident? (at least once)". We used STATA v. 14 for this analysis. Statistical significance was defined as p?<?0.05 for all analyses. RESULTS:Of 465 PWIDs who participated in this study, all were male, and about half had less than a high school education. The prevalence of self-reported non-fatal overdose in the past 6?months was 38% (CI95%: 34, 43%). Our findings indicate that characteristics and behaviors that were associated with an increased risk of experiencing an overdose in the past 6 months were drug use initiation under 22?years (AOR =2.2, P?<?0.05), using methamphetamine (AOR =2.8, P?< 0.05), and using multiple drugs at the same time (AOR =2.1, P?< 0.05). Also, more recent initiates to injecting (<?2?years) had an increased risk of experiencing an overdose in the past 6 months. The odds of experiencing a non-fatal overdose among PWIDs who regularly attended NSP were 0.6 times less than for those who did not attend regularly (OR?=?0.6,95% CI: 0.2-0.9). CONCLUSION:Methamphetamine and alcohol use were the most significant association for non-fatal overdose among PWIDs. Our results indicate that intervention and prevention initiatives seeking to reduce overdoses among PWIDs should not only be focused on the primary drug used but also the use of alcohol and poly-drug use.

Project description:ObjectivesIn 2014, Canada implemented end-demand sex work legislation that criminalises clients and third parties (eg, managers, security personnel, etc) involved in sex work. The focus of this analysis is to explore how the criminalisation of clients shapes the occupational health and safety of sex workers.DesignAs part of a longstanding community-based study (An Evaluation of Sex Workers' Health Access), this analysis draws on 47 in-depth qualitative interviews with indoor sex workers and third parties. Informed by an intersectional lens and guided by a structural determinants of health framework, this work seeks to characterise the impact of client criminalisation in shaping the occupational health and safety of indoor sex workers.SettingIndoor sex work venues (eg, massage parlour, in-call, brothel, etc) operating in Metro Vancouver, Canada.Participants47 predominately racialised sex workers and third parties working in indoor environments between 2017 and 2018.ResultsWhile participants highlighted that the majority of their client interactions were positive, their narratives emphasised how end-demand criminalisation impeded their occupational safety. The criminalisation of clients was linked to reduced ability to negotiate the terms of sexual transactions, including type of service, price and sexual health. Client preference for cash payments to maintain anonymity led to increased risk of robbery and assault due to knowledge of high cash flow in sex work venues and a reluctance to seek police protection. Workers also noted that client fear of being prosecuted or 'outed' by police enhanced feelings of shame, which was linked to increased aggression by clients.ConclusionPolicies and laws that criminalise clients are incompatible with efforts to uphold the occupational health and safety and human rights of sex workers. The decriminalisation of sex work is urgently needed in order to support the well-being and human rights of all those involved in the Canadian sex industry.

Project description:Understanding the dynamic nature of sex work is important for explaining the course of HIV epidemics. While health and development interventions targeting sex workers may alter the dynamics of the sex trade in particular localities, little has been done to explore how large-scale social and structural changes, such as economic recessions-outside of the bounds of organizational intervention-may reconfigure social norms and attitudes with regards to sex work. Zimbabwe's economic collapse in 2009, following a period (2000-2009) of economic decline, within a declining HIV epidemic, provides a unique opportunity to study community perceptions of the impact of socio-economic upheaval on the sex trade. We conducted focus group discussions with 122 community members in rural eastern Zimbabwe in January-February 2009. Groups were homogeneous by gender and occupation and included female sex workers, married women, and men who frequented bars. The focus groups elicited discussion around changes (comparing contemporaneous circumstances in 2009 to their memories of circumstances in 2000) in the demand for, and supply of, paid sex, and how sex workers and clients adapted to these changes, and with what implications for their health and well-being. Transcripts were thematically analyzed. The analysis revealed how changing economic conditions, combined with an increased awareness and fear of HIV-changing norms and local attitudes toward sex work-had altered the demand for commercial sex. In response, sex work dispersed from the bars into the wider community, requiring female sex workers to employ different tactics to attract clients. Hyperinflation meant that sex workers had to accept new forms of payment, including sex-on-credit and commodities. Further impacting the demand for commercial sex work was a poverty-driven increase in transactional sex. The economic upheaval in Zimbabwe effectively reorganized the market for sex by reducing previously dominant forms of commercial sex, while simultaneously providing new opportunities for women to exchange sex in less formal and more risky transactions. Efforts to measure and respond to the contribution of sex work to HIV transmission need to guard against unduly static definitions and consider the changing socioeconomic context and how this can cause shifts in behavior.

Project description:Overdose prevention sites (OPS) are a form of supervised consumption facility that have been implemented in Vancouver, Canada as an innovative response to an ongoing overdose epidemic. OPS are primarily staffed by peers - people who use(d) drugs (PWUD) - trained in overdose response. We sought to characterize peer worker involvement in OPS programming, including how this shapes service dynamics and health outcomes among PWUD. Data were drawn from a rapid ethnographic study examining the implementation, operations and impacts of OPS in Vancouver from December 2016 to April 2017. We conducted approximately 185?h of observational fieldwork at OPS and 72 in-depth qualitative interviews with PWUD. Data were analyzed thematically, with a focus on peer worker involvement at OPS and related outcomes. OPS implementation and operations depended on peer worker involvement and thus allowed for recognition of capacities developed through roles that peers were already undertaking through local programming for PWUD. Peer involvement at OPS enhanced feelings of comfort and facilitated engagement with OPS among PWUD. These dynamics and appreciation of peer worker expertise enabled communication with staff in ways that fostered harm reduction practices and promoted health benefits. However, many peer workers received minimal financial compensation and experienced considerable grief due to the emotional toll of the epidemic and lack of supports, which contributed to staff burnout. Our findings illustrate the specific contributions of task shifting OPS service delivery to peer workers, including how this can enhance service engagement and promote the reduction of harms among PWUD. Amidst an ongoing overdose epidemic, expanding formalized peer worker involvement in supervised consumption programming may help to mitigate overdose-related harms, particularly in settings where peers are actively involved in existing programming. However, efforts are needed to ensure that peer workers receive adequate financial support and workplace benefits to promote the sustainability of this approach.

Dataset Information

Association of sex work and social-structural factors with non-fatal overdose among women who use drugs in Vancouver, Canada.

Background

Methods

Results

Conclusions

Publications

Association of sex work and social-structural factors with non-fatal overdose among women who use drugs in Vancouver, Canada.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets