Lindsey Richardson

Factors associated with employment among a cohort of injection drug users

INTRODUCTION AND AIMS One of the most substantial costs of drug use is lost productivity and social functioning, including holding of a regular job. However, little is known about employment patterns of injection drug users (IDU). We sought to identify factors that were associated with legal employment among IDU. DESIGN AND METHODS We describe the employment patterns of participants of a longitudinal cohort study of IDU in Vancouver, Canada. We then use generalised estimating equations (GEE) to determine statistical associations between legal employment and various intrinsic, acquired, behavioural and circumstantial factors. RESULTS From 1 June 1999 to 30 November 2003, 330 (27.7%) of 1190 participants reported having a job at some point during follow up. Employment rates remain somewhat stable throughout the study period (9-12.4%). Factors positively and significantly associated with legal employment in multivariate analysis were male gender (adjusted odds ratio [AOR] = 2.78) and living outside the Downtown Eastside (AOR = 1.85). Factors negatively and significantly associated with legal employment included older age (AOR = 0.97); Aboriginal ethnicity (AOR = 0.72); HIV-positive serostatus (AOR = 0.32); HCV-positive serostatus (AOR = 0.46); daily heroin injection (AOR = 0.73); daily crack use (AOR = 0.77); public injecting (AOR = 0.50); sex trade involvement (AOR = 0.49); recent incarceration (AOR = 0.56); and unstable housing (AOR = 0.57). DISCUSSION AND CONCLUSIONS Our results suggest a stabilising effect of employment for IDU and socio-demographic, drug use and risk-related barriers to employment. There is a strong case to address these barriers and to develop innovative employment programming for high-risk drug users.

The impact of social, structural and physical environmental factors on transitions into employment among people who inject drugs

Despite growing awareness of the importance of context for the health of people who use drugs, studies examining labour market outcomes have rarely considered the role that physical, social and structural factors play in shaping labour market participation among drug users. Using discrete time event history analyses, we assessed associations between high-intensity substance use, individual drug use-related risk and features of inner-city drug use scenes with transitions into regular employment. Data were derived from a community-recruited cohort of people who inject drugs in Vancouver, Canada (n = 1579) spanning the period of May 1996-May 2005. Results demonstrate that systematic socio-demographic differences in labour market outcomes in this context generally correspond to dimensions of demographic disadvantage. Additionally, in initial analyses, high-intensity substance use is negatively associated with transitions into employment. However, this negative association loses significance when indicators measuring exposure to physical, social and structural features of the broader risk environment are considered. These findings indicate that interventions designed to improve employment outcomes among drug users should address these social, structural and physical components of the risk environment as well as promote the cessation of drug use.

Association between antiretroviral therapy adherence and employment status: systematic review and meta-analysis

Abstract Objective To assess the association between the employment status of human immunodeficiency virus (HIV)-infected individuals and adherence to antiretroviral therapy (ART). Methods We searched the Medline, Embase and Cochrane Central Register of Controlled Trials databases for studies reporting ART adherence and employment status published between January 1980 and September 2014. Information from a wide range of other sources, including the grey literature, was also analysed. Two independent reviewers extracted data on treatment adherence and study characteristics. Study data on the association between being employed and adhering to ART were pooled using a random-effects model. Between-study heterogeneity and sources of bias were evaluated. Findings The meta-analysis included 28 studies published between 1996 and 2014 that together involved 8743 HIV-infected individuals from 14 countries. The overall pooled odds ratio (OR) for the association between being employed and adhering to ART was 1.27 (95% confidence interval, CI: 1.04–1.55). The association was significant for studies from low-income countries (OR: 1.85, 95% CI: 1.58–2.18) and high-income countries (OR: 1.33, 95% CI: 1.02–1.74) but not middle-income countries (OR: 0.94, 95% CI: 0.62–1.42). In addition, studies published after 2011 and larger studies showed less association between employment and adherence than earlier and small studies, respectively. Conclusion Employed HIV-infected individuals, particularly those in low- and high-income countries, were more likely to adhere to ART than unemployed individuals. Further research is needed on the mechanisms by which employment and ART adherence affect each other and on whether employment-creation interventions can positively influence ART adherence, HIV disease progression and quality of life.

Addiction treatment-related Employment barriers: the impact of methadone maintenance

Employment is commonly upheld as an important outcome of addiction treatment. To explore this attribution, we assessed whether treatment enrollment predicts employment initiation among participants enrolled in a community-recruited Canadian cohort of people who inject drugs (IDU; N = 1,579). Survival analysis initially found no association between addiction treatment enrollment and employment initiation. However, when methadone maintenance therapy (MMT) was separated from other treatment modalities, non-MMT treatment positively predicted employment transitions, whereas MMT was negatively associated with employment initiation. Subanalyses examining transitions into temporary, informal, and under-the-table income generation echo these results. Findings suggest that individual factors impacting employment transitions may systematically apply to MMT clients and that, in this setting, the impact of treatment on employment outcomes is contingent on treatment type and design. Treatment-specific differences underscore the need to expand low-threshold MMT, explore MMT alternatives, and evaluate the impact of treatment design on the social and economic activity of IDU.

Employment amongst people who use drugs: A new arena for research and intervention?

Employment is widely recognised as a robust determinant of ealth. For this and other political, social and economic reasons, overnments throughout the world invest heavily in efforts to proote employment and reduce unemployment amongst the general opulation. Unfortunately, when it comes to people who use illicit rugs, employment is typically relegated to the status of a secnd order problem, and the role of employment, particularly for on-treatment enrolled individuals, has been largely ignored in he scientific literature. The limited attention that employment mongst active illicit drug users has received has focused priarily on how drug use affects labour market participation in arge representative samples, on whether or not people enrolled n addiction treatment become employed as an indication of a uccessful rehabilitation process, or occasionally on employment tatus as a risk factor for negative health outcomes. Whilst most ndividuals who use illicit drugs are employed (French, Roebuck, Alexandre, 2001), chronic unemployment and socio-economic ulnerability are fundamental, daily and intractable challenges or many. This is often particularly the case for individuals with igh intensity illicit drug use patterns, who face multiple social nd economic disadvantages or who experience concurrent health roblems. Generally confined to the margins of the labour maret, it is for these individuals that finding viable income generation ay pose the greatest challenge, but for whom it may usher he greatest benefit. Given the well-established link between mployment and health, and widespread concern for levels of nemployment, particularly in times of economic hardship, why s labour market participation not more emphasised, or emphaised in the same way, amongst vulnerable people who use illicit rugs? Part of the answer may be because of implicit assumptions bout the capacity, interest or willingness of people who use illicit rugs, particularly people who inject drugs (IDUs), to engage with he labour market at all. And whilst an inability or unwillingness o pursue employment may be relevant for some, empirical data rom a population of predominantly inner-city IDUs from Vanouver suggests that approximately 30% are participating in the abour market at any given time (Richardson, Wood, Li, & Kerr, 010). There is the additional question of the stigma attached o drug use and potential discrimination amongst employers Grover & Paylor, 2010), evidenced by the spread of mandatory rug testing as a condition for job eligibility or tenure (Tunnell, 004), even for employees who do not hold safetyor securityensitive jobs. It would also be a careless omission to overlook

Socioeconomic marginalisation in the structural production of vulnerability to violence among people who use illicit drugs

Objective Many people who use illicit drugs (PWUD) face challenges to their financial stability. Resulting activities that PWUD undertake to generate income may increase their vulnerability to violence. We therefore examined the relationship between income generation and exposure to violence across a wide range of income generating activities among HIV-positive and HIV-negative PWUD living in Vancouver, Canada. Methods Data were derived from cohorts of HIV-seropositive and HIV-seronegative PWUD (n=1876) between December 2005 and November 2012. We estimated the relationship between different types of income generation and suffering physical or sexual violence using bivariate and multivariate generalised estimating equations, as well as the characteristics of violent interactions. Results Exposure to violence was reported among 977 (52%) study participants over the study period. In multivariate models controlling for sociodemographic characteristics, mental health status, and drug use patterns, violence was independently and positively associated with participation in street-based income generation activities (ie, recycling, squeegeeing and panhandling; adjusted OR (AOR)=1.39, 95% CI 1.23 to 1.57), sex work (AOR=1.23, 95% CI 1.00 to 1.50), drug dealing (AOR=1.63, 95% CI 1.44 to 1.84), and theft and other acquisitive criminal activity (AOR=1.51, 95% CI 1.27 to 1.80). Engagement in regular, self-employment or temporary employment was not associated with being exposed to violence. Strangers were the most common perpetrators of violence (46.7%) and beatings the most common type of exposure (70.8%). Conclusions These results suggest that economic activities expose individuals to contexts associated with social and structural vulnerability to violence. The creation of safe economic opportunities which can minimise vulnerability to violence among PWUD is therefore urgently required.

High-intensity cannabis use associated with lower plasma human immunodeficiency virus-1 RNA viral load among recently infected people who use injection drugs

INTRODUCTION AND AIMS Cannabis use is common among people who are living with human immunodeficiency virus (HIV)/acquired immune deficiency syndrome (AIDS). While there is growing pre-clinical evidence of the immunomodulatory and anti-viral effects of cannabinoids, their possible effects on HIV disease parameters in humans are largely unknown. Thus, we sought to investigate the possible effects of cannabis use on plasma HIV-1 RNA viral loads (pVLs) among recently seroconverted illicit drug users. DESIGN AND METHODS We used data from two linked longitudinal observational cohorts of people who use injection drugs. Using multivariable linear mixed-effects modelling, we analysed the relationship between pVL and high-intensity cannabis use among participants who seroconverted following recruitment. RESULTS Between May 1996 and March 2012, 88 individuals seroconverted after recruitment and were included in these analyses. Median pVL in the first 365 days among all seroconverters was 4.66 log10 c mL(-1) . In a multivariable model, at least daily cannabis use was associated with 0.51 log10 c mL(-1) lower pVL (β = -0.51, standard error = 0.170, P value = 0.003). DISCUSSION AND CONCLUSIONS Consistent with the findings from recent in vitro and in vivo studies, including one conducted among lentiviral-infected primates, we observed a strong association between cannabis use and lower pVL following seroconversion among illicit drug-using participants. Our findings support the further investigation of the immunomodulatory or antiviral effects of cannabinoids among individuals living with HIV/AIDS.

Employment predicts decreased mortality among HIV-seropositive illicit drug users in a setting of universal HIV care

Objective Given the link between employment and mortality in the general population, we sought to assess this relationship among HIV-positive people who use illicit drugs in Vancouver, Canada. Methods Data were derived from a prospective cohort study of HIV seropositive people who use illicit drugs (n=666) during the period of May 1996–June 2010 linked to comprehensive clinical data in Vancouver, Canada, a setting where HIV care is delivered without charge. We estimated the relationship between employment and mortality using proportional hazards survival analysis, adjusting for relevant behavioural, clinical, social and socioeconomic factors. Results In a multivariate survival model, a time-updated measure of full time, temporary or self-employment compared with no employment was significantly associated with a lower risk of death (adjusted HR=0.44, 95% CI 0.22 to 0.91). Results were robust to adjustment for relevant confounders, including age, injection and non-injection drug use, plasma viral load and baseline CD4 T-cell count. Conclusions These findings suggest that employment may be an important dimension of mortality risk of HIV-seropositive illicit drug users. The potentially health-promoting impacts of labour market involvement warrant further exploration given the widespread barriers to employment and persistently elevated levels of preventable mortality among this highly marginalised population.

Employment Among Users of a Medically Supervised Safer Injection Facility

A supervised injection facility (SIF), where individuals can inject drugs under medical supervision, opened in Vancouver in 2003. The scientific evaluation of the SIF has demonstrated positive public health-related outcomes. However, the influence of supervised injection facilities on individual efforts to reintegrate into mainstream society has not been studied. We examined for a possible relationship between use of the SIF and employment among a cohort of 1090 SIF users using generalized estimating equations (GEE). In a multivariate analysis of factors associated with employment, using the SIF for ≥ 25% of injections (versus > 25% of injections) was not statistically significant (AOR = 1.05, 95% CI: 0.88–1.27). These findings suggest that the SIF is not having an adverse impact on efforts to seek employment.

Employment and risk of injection drug use initiation among street involved youth in Canadian setting

OBJECTIVE Youth unemployment has been associated with labour market and health disparities. However, employment as a determinant of high-risk health behaviour among marginalized young people has not been well described. We sought to assess a potential relationship between employment status and initiation of intravenous drug use among a prospective cohort of street-involved youth. METHOD We followed injecting naïve youth in the At-Risk Youth Study, a cohort of street-involved youth aged 14-26 in Vancouver, Canada, and employed Cox regression analyses to examine whether employment was associated with injection initiation. RESULTS Among 422 injecting naïve youth recruited between September 2005 and November 2011, 77 participants transitioned from non-injection to injection drug use, for an incidence density of 10.3 (95% confidence interval [CI]: 8.0-12.6) per 100 person years. Results demonstrating that employment was inversely associated with injection initiation (adjusted hazard ratio: 0.53; 95% CI: 0.33-0.85) were robust to adjustment for a range of potential confounders. CONCLUSION A lack of employment among street-involved youth was associated with the initiation of injection drug use, a practice that predisposes individuals to serious long-term health consequences. Future research should examine if reducing barriers to labour market involvement among street-involved youth prevents transitions into high-risk drug use.