Unlocking deflection: The role of supervisor support in police officer willingness to refer people who inject drugs to harm reduction services.

BACKGROUND: Research is needed that investigates the relationship between police behaviors, attitudes, and perceived supervisor support as an implementation strategy of improving drug policy reforms. METHODS: We hypothesized that officers with more positive attitudes and practices would be more likely to report the perceived support of their supervisors. Data includes a sample of 1227 police officers who completed Project ESCUDO, a police education training program in Tijuana, Mexico. A negative binomial distribution was used to estimate associations between police behaviors and attitudes and perceived supervisor support. RESULTS: Officers who reported perceived supervisor support accounted for 29.2% (n=470) of the sample. Officers who referred people to social services were more likely and officers who broke syringes were less likely to report perceived supervisor support compared to officers who did not engage in these practices. Officers who believed: MOUD reduced criminal activity, "referring people who use drugs to social services is part of my job", and "laws that treat addiction as a public health problem make my job easier", were more likely to report perceived supervisor support. Beliefs that drug addiction is a disease, laws that treat addiction as a public health problem make their job easier, and talking to other law enforcement officers about infectious diseases were not significantly associated with perceived supervisor support. CONCLUSIONS: Our research highlights the importance of incorporating police supervisors as key actors in assuring officers' practices reflect current drug law reforms as well as embrace patient-centered approaches to managing encounters people who use opioids and inject drugs.

Adverse Childhood Experiences and Pathways to Violent Behavior for Women and Men.

Childhood maltreatment is associated with risk for committing future violence, but the relationship between subgroups and biological sex is unknown. The relationship between adverse childhood experiences (ACEs), violence, and sex was examined using a nationally representative sample. Results from a latent class analysis suggested a four-class model (low adversity; moderate maltreatment with high household dysfunction; severe maltreatment with moderate household dysfunction; severe multi-type adversities). When compared to low adversity, all typology groups were at significantly higher risk to engage in violence (odds ratio > 2.10, ps < .013). The data supported a linear trajectory, meaning increased childhood trauma was associated with increased risk for violence. Although men endorsed more violent behavior, the relationship between ACEs and violence was significantly stronger among women. Prior findings identify that women are more negatively impacted by ACEs and the current findings newly identify that this extends to violent crime.

Association Between Multiple Experiences of Violence and Drug Overdose Among Black Women in Community Supervision Programs in New York City.

Research has documented associations between all types of violence and substance misuse among Black women. However, research has yet to examine how different experiences of violence may be contributing to the surging epidemic of drug overdose among Black women. This study was conducted between 2015 and 2018 among 296 Black women who were mandated to community supervision programs (CSPs) in New York City (NYC). We used generalized linear modeling (GLM) to estimate associations of the adjusted relative risk (aRR) of experiencing a non-fatal overdose based on exposure to each type of violence after controlling for potentially confounding variables. Lifetime prevalence of a non-fatal drug overdose was 13.9% (n = 41). Lifetime severe physical/sexual violence by a male intimate partner (prevalence rate = 61.8%, n = 181) was associated with an overdose (aRR = 3.41, 95%CI = 1.19, 9.73). Severe violence by a female partner (prevalence rate = 7.4%, n = 22) was also associated with an overdose (aRR = 2.61, 95%CI = 1.46, 4.65). Lifetime sexual violence by a non-intimate partner (prevalence rate: 29.1%, n = 86) was associated with an overdose (aRR = 2.23, 95%CI = 1.32, 3.77). Sexual abuse by police/CSP staff (prevalence rate: 14.9%, n = 44) was associated with an overdose (aRR = 2.29, 95%CI = 1.27, 4.12). For each increase in the number of types of violence experienced, there was a 27% increase in the risk for an overdose (aRR = 1.27, 95%CI = 1.14, 1.42). This study found high rates of multiple types of violence that are associated with drug overdose among this sample of Black women in CSPs. These findings highlight the urgent public health need to address violence associated with overdose in this population.

Racial and Ethnic Disparities, Referral Source and Attrition From Outpatient Substance Use Disorder Treatment Among Adolescents in the United States.

The following study examined the association between race, ethnicity, referral source, and reasons for attrition from substance use treatment in a sample of 72,643 discharges of adolescent youth in the United States from 2014 to 2016. Black and Hispanic adolescents were more likely to be discharged due to incarceration and termination by the facility compared to White adolescents. Adolescents referred by probation, diversion, other juvenile justice organizations, health care providers, community agencies, and individual referrals were significantly more likely to be discharged due to incarceration and terminated by the treatment facility compared to youth who were referred by schools. Findings suggest that enhancing linkage to treatment from systems in the social environment may play a role in attenuating racial and ethnic disparities in rates of attrition from substance abuse treatment among adolescent youth in the United States.

Assessing the relationship between syringe exchange, pharmacy, and street sources of accessing syringes and injection drug use behavior in a pooled nationally representative sample of people who inject drugs in the United States from 2002 to 2019.

Provision of sterile syringes is an evidence-based strategy of reducing syringe sharing and reusing and yet, access to sterile syringes through pharmacies and syringe exchange programs (SEPs) in the United States remains inadequate. This nationally representative study examined associations between obtaining syringes from pharmacies, SEPs, and sterilizing syringes with bleach and risk of syringe borrowing, lending and reusing syringes in a pooled cross-sectional dataset of 1737 PWID from the 2002-2019 National Survey on Drug Use and Health. Logistic regression was used to produce odds ratios (OR) of the odds of injection drug behaviors after adjusting for obtaining syringes from SEPs, pharmacies, the street, and other sources and potential confounders of race, ethnicity, sex, education, and insurance coverage. Obtaining syringes through SEPs was associated with lower odds of borrowing (OR = .4, CI95% = .2, .9, p = .022) and reusing syringes (OR = .3, CI95% = .2, .6, < .001) compared to obtaining syringes on the street. Obtaining syringes from pharmacies was associated with lower odds of borrowing (OR = .5, CI95% = .3, .9, p = .037) and lending (OR = .5 CI95% = .3, .9, p = .020) syringes. Using bleach to clean syringes was associated with increased odds of borrowing (OR = 2.0, CI95% = 1.3, 3.0, p = .002), lending (OR = 2.0, CI95% = 1.3, 3.0, p = .002) and reusing syringes (OR = 2.4, CI95% = 1.6, 3.6, p < .001). Our findings support provision of syringes through pharmacies and SEPs as a gold-standard strategy of reducing sharing and reuse of syringes in the US.

Socio-ecological and pharmacy-level factors associated with buprenorphine stocking at pharmacies in New York City.

BACKGROUND: Research is lacking on community and pharmacy-level factors that are associated with stocking buprenorphine. To address these gaps, this study applied a socio-ecological framework to estimate the association between community- and pharmacy-level factors and buprenorphine stocking among a sample of pharmacies in New York City. METHODS: A telephone survey recruitment strategy was used to administer surveys to 662 pharmacies on the New York City Naloxone Standing Order Pharmacy list in 2018. The survey assessed pharmacy-level factors of private spaces to consult with pharmacists, type of pharmacy (chain/independent), size of pharmacy, having buprenorphine in stock and being open on nights and weekends. Socio-ecological variables drawn from census tract and public health data consisted of racial and ethnic composition, rates of poverty, rates of people without insurance, and rates of overdose. Mixed effects logistic regression estimated odds ratios (OR) of carrying buprenorphine in stock after adjusting for socio-ecological and pharmacy-level factors. RESULTS: Fewer than half of the pharmacies reported having buprenorphine in stock (43.81% n = 290). Logistic regression analyses indicate that several pharmacy-level factors - the number of private spaces (aOR=1.67 95% CI=1.20, 2.32 p=.002), large size of the pharmacy (aOR=1.52 95% CI=1.04, 2.22, p=.032), having naloxone in stock (aOR=1.54, 95%CI=1.03, 2.32 p=.037), as well as neighborhood-level factors of higher rates of poverty (aOR=2.07 95%CI=1.07, 4.02 p<.001) and higher rates of uninsured residents were associated with carrying buprenorphine (aOR=0.23 95%CI=0.14,.38). CONCLUSIONS: Using a socio-ecological framework, this study identified inequities in pharmacy stocking of buprenorphine by neighborhood rates of health insurance. At the pharmacy level, increasing private spaces for consultation and encouraging co-stocking of naloxone with buprenorphine stocking may reduce inequalities in buprenorphine availability.

A Dyadic Analysis of Criminal Justice Involvement and Sexual HIV Risk Behaviors Among Drug-Involved Men in Community Corrections and Their Intimate Partners in New York City: Implications for Prevention, Treatment and Policies.

People in community corrections have rates of HIV and sexual risk behaviors that are much higher than the general population. Prior literature suggests that criminal justice involvement is associated with increased sexual risk behaviors, yet these studies focus on incarceration and use one-sided study designs that only collect data from one partner. To address gaps in the literature, this study used the Actor Partner-Interdependence Model with Structural Equation Modeling (SEM), to perform a dyadic analysis estimating individual (actor-only) partner-only, and dyadic patterns (actor-partner) of criminal justice involvement and greater sexual risks in a sample of 227 men on probation and their intimate partners in New York City, United States. Standard errors were bootstrapped with 10,000 replications to reduce bias in the significance tests. Goodness of fit indices suggested adequate or better model fit for all the models. Significant actor-only relationships included associations between exposures to arrest, misdemeanor convictions, time spent in jail or prison, felony convictions, lifetime number of incarceration events, prior conviction for disorderly conduct and increased sexual risk behaviors. Partner only effects included significant associations between male partners conviction for a violent crime and their female partners' sexual risk behaviors. Men's encounters with police and number of prior misdemeanors were associated with their own and intimate partners' sexual risk behaviors. Women's prior arrest was associated with their own and intimate partners' sexual risk behaviors. The results from the present study suggest that men on probation and their intimate partners' criminal justice involvement are associated with increased engagement in sexual risk behaviors. It is necessary to conduct greater research into developing dyadic sexual risk reduction and HIV/STI prevention interventions for people who are involved in the criminal justice system.

Dyadic analysis of criminal justice involvement and hiv risks among couples who inject drugs and their intimate partners in almaty, kazakhstan.

BACKGROUND: Incarceration increases HIV risk behaviors and strains intimate partnerships of couples of people who inject drugs (PWID) in Kazakhstan. Studies are yet to examine dyadic relationships between criminal justice involvement and injection drug and sexual HIV risk behaviors of couples who inject drugs in Kazakhstan. This study examined associations between individual and partner level criminal justice involvement and injection drug and sexual HIV risk behaviors among 216 intimate dyads (n = 432) of PWID in Almaty, Kazakhstan. METHODS: The Actor Partner Interdependence Model (APIM) using structural equation modeling examined individual (actor), partner and dyadic patterns (actor-partner) of associations between arrest, incarceration and drug crime conviction of dyads of male and female intimate partners of PWID using baseline data from Project Renaissance, a couples-focused HIV prevention intervention for PWID and their intimate partners. RESULTS: Results from the APIM identified significant associations between lifetime (ß=0.10, CI95%=0.01.20, p=.021) and recent (ß=0.12, CI95%=0.01.26, p=.045) arrest and increased risk of injection drug use with any partner for female partners. Partner-only effects were identified in which male PWID's recent arrest was associated with an increase in their study partners' injection drug risk behaviors (ß=0.10 CI95%=0.02, 0.20, p=.044). For female partners, prior incarceration was associated with increased engagement in injection drug risk behaviors (ß=0.10 CI95% =0.02, 0.20, p=.035) with any partner. For male partners' prior incarceration was associated with injection drug risk behaviors with their study partners (ß=0.10 CI95%= 0.02, 0.20. p<.05). Female partners prior drug crime conviction was associated with their own (ß=0.14 CI95%=0.01, 0.28, p=.048) and their intimate partners' (ß=0.18, CI95%=0.03, 0.33, p=.024) engagement in injection drug risk behaviors with any injecting partner. Recent drug crime conviction (ß=0.12, CI95%=0.01, 0.24, p=.038) and arrest (ß=0.13, CI95%, p=.022) was associated with increased engagement in sexual risk behaviors among female partners. CONCLUSION: Findings from this study identified differences in how criminal justice involvement impacts sexual and injection drug and sexual risk behaviors between male and female partners of PWID. Future research must investigate how structural interventions at the dyadic level could address the negative impact of criminal justice involvement on sexual and injection drug HIV risks within the contexts of couples who are PWID.

Socio-ecological and pharmacy-level factors associated with naloxone stocking at standing-order naloxone pharmacies in New York City.

BACKGROUND: Research on socio-ecological factors that may impede or facilitate access to naloxone in pharmacies remains limited. This study investigated associations between socio-ecological factors, pharmacy participation in the naloxone cost assistance program (NCAP), pharmacy characteristics and having naloxone in stock among pharmacies in New York City. METHODS: Phone interviews were conducted with 662 pharmacies selected from the New York City Naloxone Standing Order List. Multi-level generalized linear modeling estimated associations between neighborhood racial and ethnic composition, poverty rates, overdose fatality rates, pharmacy participation in N-CAP, having private physical spaces within the pharmacy, knowledge of where to refer people to obtain naloxone and adjusted relative risk (aRR) that the pharmacy would have naloxone in stock. RESULTS: Findings from this study supported several of the hypotheses. Greater neighborhood poverty was associated with a lower likelihood of carrying naloxone compared to neighborhoods with less poverty (aRR = .79, CI95 % = .69, .90, p < .001). Pharmacies that provided a private window for consultations (aRR = 1.34, CI95 % = 1.19, 1.51, p < .001), a private room (aRR = 1.42, CI95 % = 1.30, 1.56, p < .001), and a private area (aRR = 1.42, CI95 % = 1.30, 1.56, p < .001) were associated with a higher likelihood of carrying naloxone compared than those that did not. CONCLUSIONS: Findings from this study suggest that community-level socioeconomic marginalization is a contributor to disparities in naloxone availability among pharmacies in New York City. Findings support harm reduction interventions tailored to the built environment of pharmacies that respect privacy to those seeking naloxone.

A prospective study of the association between rate of nicotine metabolism and alcohol use in tobacco users in the United States.

BACKGROUND: Rate of nicotine metabolism has been identified as a biochemical risk factor for nicotine use and dependence; however, its role in alcohol consumption and related outcomes is not well understood. The current research examined nicotine metabolism rate as a risk factor for alcohol use among current tobacco users. We also examined sex differences in these associations. METHOD: Data were taken from Waves 1 and 2 of the Population Assessment of Tobacco and Health (PATH) study, a national longitudinal study of tobacco use and associated health outcomes. The nicotine metabolite ratio (NMR) was calculated as the ratio of trans-3' hydroxycotinine to cotinine in urine samples provided at wave 1. Alcohol use outcomes included past 30-day NIAAA-defined hazardous drinking status, total drinks, and alcohol-related consequences. All analyses controlled for alcohol use at Wave 1. RESULTS: NMR at Wave 1 predicted increased odds of meeting hazardous drinking criteria, adjusted odds ratio (aOR) = 1.14, 95 % CI = 1.06; 1.23, p = 0.001, greater total alcohol consumption amount, adjusted rate ratio (aRR) = 1.21, 95 % CI = 1.12; 1.30, p < 0.001, and more alcohol consequences, aRR = 1.07, 95 % CI = 1.01; 1.13, p = 0.018, at wave 2. No significant sex differences were identified. NMR remained a significant predictor of alcohol use in models controlling for severity of nicotine exposure in cigarette smokers. CONCLUSIONS: NMR may be a shared risk factor for harmful nicotine and alcohol use that contributes to their co-occurrence.

Changes in excessive alcohol use among older women across the menopausal transition: a longitudinal analysis of the Study of Women's Health Across the Nation.

BACKGROUND: Recent data suggest that excessive alcohol use is increasing among women and older adults. Such trends are concerning, as women are more vulnerable to alcohol-related health consequences, and such health problems may be exacerbated with age. Furthermore, there are sex-specific factors that may influence alcohol consumption among women, including the hormonal changes associated with the menopausal transition and negative affect. The present study sought to investigate transitions in excessive drinking among women across the menopausal transition and included exploration of sex hormones (estradiol; testosterone) and depression. METHODS: The present study utilized publicly available data from the Study of Women Across the Nation (SWAN) and included 3302 women (42-52 years old at baseline), who completed 10 years of annual assessments. National Institute on Alcohol Abuse and Alcoholism (NIAAA) criteria were used as guidance when defining excessive drinking within the present dataset. At year 1, 170 women were identified as drinking excessively. Random-effect logistic regressions were used to examine transitions in excessive drinking. RESULTS: Women identified as excessive drinkers were more likely to transition to non-excessive drinking across all menopausal transition stages (ORs range = 3.71-5.11), while women were more likely to transition from non-excessive to excessive drinking during the early peri- and postmenopausal stages (OR = 1.52 and 1.98, respectively). Higher testosterone levels were associated with a decreased likelihood of transitioning to non-excessive drinking (OR = 0.59). Depression and estradiol levels were not related to transitions in drinking. CONCLUSIONS: The present study demonstrates that the menopausal transition marks a period of instability in alcohol use among women. Further research is warranted to understand factors related to transitioning in and out of excessive drinking.

Using actor-partner interdependence modeling to understand recent illicit opioid use and injection drug use among men in community supervision and their female partners in New York City.

BACKGROUND: The United States' opioid crisis disproportionately affects individuals in the criminal justice system. Intimate partners can be a source of social support that helps reduce substance use, or they can serve as a driver of continued or increased substance use. Better understanding of the association between intimate partner characteristics and illicit opioid use and injection drug use among individuals in community supervision could be vital to developing targeted interventions. METHODS: Using actor-partner interdependence models, we examined individual and partner characteristics associated with recent illicit opioid use and injection drug use among males in community supervision settings in New York City (n = 229) and their female partners (n = 229). RESULTS: Higher levels of depression (aOR 1.98, 95% CI [1.39-2.82], p ≤ 0.01) and anxiety (aOR 1.98, 95% CI [1.42-2.75], p ≤ 0.01) were associated with recent opioid use among males in community supervision. Females with a partner having higher levels of anxiety were more likely to have recently used opioids (aOR 1.52, 95% CI [1.06-2.16], p ≤ 0.05). Males with a female partner with higher levels of anxiety (aOR 2.16, 95% CI [1.31-3.56], p ≤ 0.01) or depression (aOR 1.70, 95% CI [1.01-2.86], p ≤ 0.05) were more likely to recently inject drugs. Women with a male partner who had been in prison were more likely to have recently injected drugs (aOR 3.71, 95% CI [1.14-12.12], p ≤ 0.05), but women who had a male partner who had been arrested in the past three months were less likely to have recently injected (aOR 0.08, 95% CI [0.02-0.46], p ≤ 0.01). CONCLUSIONS: Results suggest that recent individual illicit opioid use and injection drug use is associated not only with individual-level factors, but also with partner factors, highlighting the need for couple-based approaches to address the opioid epidemic.

Racial and ethnic comparison of ecological risk factors and youth outcomes: A test of the desensitization hypothesis.

Minority youth, because of structural, ecological, and societal inequalities, are at heightened risk of reporting depression and experiencing negative sanctions associated with delinquency. Sociological theories suggest that greater exposure to ecological risk factors at the peer, family, school and community levels are associated with elevated rates of youth depression and delinquency. Desensitization theory posits that repeated exposures to ongoing stressors result in a numbing of psychological and behavioral responses. Thus, it remains unclear whether racial/ethnic differences exist with regards to how contextual stressors correlate with depression and delinquency. Using a sample of 616 Black, 687 Latinx, and 1,318 White youth, this study explores racial/ethnic differences across four ecological risk factors of risky peers, low family warmth, poor school engagement, and community violence as they relate to youth delinquency and depression. Data were collected through in-school survey of youth from 16 public schools surrounding a major city in the Midwest. Significant racial/ethnic differences provided partial support for the desensitization theory. Among Black youth, the magnitude of relationships between ecological risk factors and delinquency was significantly weaker for three of the four predictors and for all four predictors of depression in comparison to White youth. Among Latinx youth, the magnitude of relationships between ecological risk factors was significantly weaker for depression, but not delinquency, in comparison to White youth. Results indicate that ecological risk factors may have differential associations to youth depression and delinquency, which may call for culturally tailored intervention approaches.

Assessing factors associated with discharge from opioid agonist therapy due to incarceration in the United States.

The following study investigates factors associated with discharge from OAT due to incarceration in a sample of 64,331 discharges in the United States. Multinomial regression investigated the association between demographic factors, prior arrest, referral source (i.e criminal justice agency) intravenous drug use, types of drug used, length of prior treatment and discharge due to incarceration compared to completing treatment or discharge due to other reasons. African Americans, Latinx, and Native Americans were at greater risk of discharge due to incarceration compared to whites. Referral to OAT from criminal justice agencies and self-referral was associated with increased risk of discharge from OAT due to incarceration compared to referral from a health care provider. Substance use of heroin, benzodiazepines, synthetic opioids, cocaine and non-prescription use of methadone were associated with discharge due to incarceration. Risk of discharge due to incarceration was higher for patients who reported intravenous drug use and who reported a co-morbid psychiatric problem. These findings enrich a nascent body of literature on mechanisms associated with attrition from OAT due to incarceration and emphasize the need for programs to divert people with OUD from incarceration to increase engagement and retention in OAT.

Pathways linking family stress to youth delinquency and substance use: Exploring the mediating roles of self-efficacy and future orientation.

African American adolescents in poorer neighborhoods experience significant sanctions related to drug use and delinquency. Parental stress (i.e. substance use, mental distress, and incarceration) is associated with youth drug use and delinquency. We examined whether high self-esteem and positive future orientation mediated parental stress and youth substance use and delinquency. Demographic, family stress, future orientation, self-esteem, and drug use data were collected from 578 youths. Major findings indicated that self-esteem mediated the relationship between family stress and both drug use and delinquency. Future mediated the relationship between family stress and delinquency. Resiliency factors may promote positive development for low-income youth.

Pathways to delinquency and substance use among African American youth: Does future orientation mediate the effects of peer norms and parental monitoring?

The following study assessed whether future orientation mediated the effects of peer norms and parental monitoring on delinquency and substance use among 549 African American adolescents. Structural equation modeling computed direct and indirect (meditational) relationships between parental monitoring and peer norms through future orientation. Parental monitoring significantly correlated with lower delinquency through future orientation (B = -.05, standard deviation = .01, p < .01). Future orientation mediated more than quarter (27.70%) of the total effect of parental monitoring on delinquency. Overall findings underscore the importance of strengthening resilience factors for African American youth, especially those who live in low-income communities.

Drug overdose among women in intimate relationships: The role of partner violence, adversity and relationship dependencies.

BACKGROUND: This study examines the relationship between experiencing intimate partner violence (IPV), exposure to prior childhood adversity, lifetime adverse experiences, drug-related relationship dependencies with intimate partners and overdose, hospitalization for drug use, friends and family members who overdosed and witnessing overdose. METHODOLOGY: This paper included a sample of 201 women who use drugs in heterosexual relationships with criminal justice-involved men in New York City. We included measures of experiencing overdose, hospitalization for drug use, witnessing overdose, and having friends and family who overdosed. Intimate partner violence consisted of either 1) none/verbal only, 2) moderate and 3) severe abuse. Dichotomous indicators of drug-related relationship dependencies included financial support, drug procurement, splitting and pooling drugs. A scale measured cumulative exposure to childhood adversity and lifetime exposures to adverse events. This paper hypothesized that experiencing moderate and severe IPV, drug-related dependencies and exposure to prior childhood and lifetime adversity would be associated with a greater risk of experiencing overdose, hospitalization for drug use, witnessing overdose and having friends and family members who overdosed. Generalized linear modeling with robust variance estimated relative risk ratios that accounted for potential bias in confidence intervals and adjusted for race, ethnicity, education and marital status. RESULTS: We found experiencing moderate or severe IPV was associated with ever being hospitalized for drug use and having a family member who experienced overdose. Experiencing moderate IPV was associated with increased risk of witnessing overdose, Partner drug dependencies were associated with overdose, ever being hospitalized for drug use, witnessing overdose, and having a family member or friend who experienced overdose. Childhood and lifetime adversity exposures were significantly associated with increased risk of overdose, ever being hospitalized for drug use, ever witnessing overdose and having a friend and family member who overdosed. CONCLUSION: Findings underscore the intersection of experiencing IPV and drug-related relationship dependencies, childhood adversity and lifetime adversity in shaping experiences of and witnessing overdose among women who use drugs. They highlight the urgent need to address IPV, adversity experiences and drug-related relationship dependencies in overdose prevention for women who use drugs.

Assessing Spatial Relationships between Prescription Drugs, Race, and Overdose in New York State from 2013 to 2015.

Over the last decade, New York State has experienced one of the greatest increases in opioid overdose deaths in the United States, particularly from heroin and synthetic opioids. This study investigated spatial patterns in the distribution of county-level rates of overdose deaths in New York State and associations between prescriptions for opioid pain relievers, race, and overdose deaths from 2013-2015. Global and local Moran's I tests for spatial autocorrelation examined Bayesian smoothed rates of overdose for clusters of counties with high and low rates of overdose mortality. Getis Ord* analyses identified local hotspots of high and low clusters of overdose. Model performance indicators selected the best-fitting spatial regression model to examine associations between prescriptions for opioid pain relievers, race/ethnicity (non-Hispanic White, Black, and Hispanic) after adjusting for spatial dependence in the data. Socio-demographic characteristics of clusters were examined. Findings suggest rates of opioid overdose deaths are clustered in New York. Rates of prescription opioids were associated with rates of overdose from any opioid, prescription pain relievers, and synthetic opioids. Greater populations of African Americans were associated with greater rates of heroin overdose death rates. Findings from this study inform public health opioid overdose prevention interventions and policies.

Intimate relationships and patterns of drug and sexual risk behaviors among people who inject drugs in Kazakhstan: A latent class analysis.

BACKGROUND: Multiple drug and sexual risk behaviors among people who inject drugs (PWID) in intimate relationships increase the risk of HIV and HCV transmission. Using data on PWID in intimate partnerships in Almaty, Kazakhstan, this study performed latent class analysis (LCA) on drug and sexual risk behaviors and estimated associations between dyadic relationship factors and membership in latent classes. METHODS: LCA was performed on a sample of 510 PWID (181-females/FWID, 321-males/MWID) to identify levels of drug and sexual risk behaviors. Generalized structural equation modeling with multinomial regressions estimated associations between relationship factors (length risk reduction communication, risk reduction self-efficacy) and class membership after adjusting for substance use severity, overdose, depression, binge drinking, intimate partner violence, structural factors, and sociodemographic characteristics. Models were sex-stratified to include FWID and PWID. RESULTS: A 3-class model best fit the data and consisted of low, medium, and high-risk classes. GSEM found that greater injection self-efficacy was associated with a lower likelihood of membership in the high-risk class for PWID and FWID. For MWID, greater length of the relationship was associated with a lower likelihood of membership in the medium-risk class. Greater relationship communication was associated with increased risk of membership in the high-risk latent class for MWID. CONCLUSIONS: Future research must investigate if increasing risk reduction and safe sex self-efficacy could reduce drug and sexual risk behaviors and HIV transmission among PWID and their intimate partners. Interventions are needed that reduce power inequities within relationships as a method of increasing self-efficacy, particularly among women.

Differences by sex in associations between injection drug risks and drug crime conviction among people who inject drugs in Almaty, Kazakhstan.

BACKGROUND: The criminalization of drug use leads to high rates of drug crime convictions for engaging in injection drug use behaviors, introducing barriers to HIV prevention and drug treatment for PWID. Females (FWID) face unique vulnerabilities to HIV compared to males (MWID) in Kazakhstan. This study examined sex differences in associations between HIV/HCV infection, HIV knowledge, injection drug risk behaviors, and conviction for a drug crime in a sample of people who inject drugs (PWID) in Almaty, Kazakhstan. METHODS: Analyses were performed on baseline data from 510 PWID and stratified by males (MWID) (329) and females (FWID) (181) from Kazakhstan in a couples-focused HIV prevention intervention. Logistic regression analyses using mixed effects (AOR) examined associations between HIV/HCV infection, HIV knowledge, injection drug risk behaviors, drug use severity, drug treatment history and conviction for a drug crime. RESULTS: About three quarters of PWID reported drug crime conviction (73.92%, n = 377). HCV infection was associated with increased odds of drug crime conviction for FWID (AOR = 4.35, CI95 = 1.83-10.31, p < .01) and MWID (AOR = 3.62, CI95 = 1.09-12.07, p < .01). HIV transmission knowledge was associated with increased odds of conviction for MWID (AOR = 1.19, CI95 = 1.00-1.41, p < .05). Injection drug risk knowledge was associated with lower odds of conviction (AOR = .75, CI95 = .59-.94, p < .05) for FWID. Receptive syringe sharing (AOR = 3.48, CI95 = 1.65-7.31, p < .01), splitting drug solutions (AOR = 4.12, CI95 = 1.86-7.31, p < .05), and injecting with more than two partners (AOR = 1.89, CI95 = 1.06-3.34, p < .05) was associated with increased odds of conviction for FWID. Receptive syringe or equipment sharing with intimate partners was associated with conviction for both MWID (AOR = 1.90, CI95 = 1.03-3.92, p < .05) and FWID (AOR = 1.95, CI95 = 1.02-3.70, p < .05). For FWID, injection drug use in public spaces was associated with conviction (AORME = 3.25, CI95 = 1.31-7.39, p < .01). Drug use severity was associated with increased odds of conviction for FWID (AOR = 1.29, CI95 = 1.09-1.53, p < .001) and MWID (AOR = 1.24, CI95 = 1.09-1.41, p < .001). Ever receiving drug treatment was associated with conviction for MWID (AOR = 2.31, CI95 = 1.32-4.12, p < .01). CONCLUSION: High-risk behaviors, HCV infection and more severe substance use disorders are associated with drug crime conviction for PWID, particularly FWID. Structural interventions are necessary to increase the engagement of PWID with drug crime convictions in HIV prevention and substance abuse treatment.