Association between willingness to use an overdose prevention center and probation or parole status among people who use drugs in Rhode Island.

BACKGROUND: Overdose prevention centers (OPCs) are being implemented in the United States as a strategy to reduce drug-related mortality and morbidity. Previous studies have suggested that people who use drugs (PWUD) with a history of criminal legal system (CLS) involvement (e.g. current probation/parole) are at greater risk of overdose but may also encounter significant barriers to OPC use. The objective of this study was to explore the association between willingness to use an OPC and probation/parole status in a sample of PWUD in Rhode Island. METHODS: This study utilized data from the Rhode Island Prescription and Illicit Drug Study, which enrolled adult PWUD from August 2020 to February 2023. We used Pearson's chi-square and Wilcoxon rank-sum tests to assess bivariate associations between willingness to use an OPC and probation/parole status (current/previous/never), as well as other sociodemographic and behavioral characteristics. In multivariable Poisson analyses, we examined the association between willingness to use an OPC and probation/parole status, adjusting for key sociodemographic and behavioral characteristics. RESULTS: Among 482 study participants, 67% were male, 56% identified as white, 20% identified as Hispanic/Latine, and the median age was 43 (IQR 35-53). Nearly a quarter (24%) had never been on probation/parole, 44% were not currently on probation/parole but had a lifetime history of probation and parole, and 32% were currently on probation/parole. Most participants (71%) reported willingness to use an OPC, and in both bivariate and multivariable analyses, willingness to use an OPC did not vary by probation/parole status. Crack cocaine use and lifetime non-fatal overdose were associated with greater willingness to use an OPC (all p < 0.05). CONCLUSIONS: These data demonstrate high willingness to use OPC among PWUD in Rhode Island regardless of CLS-involvement. As OPCs begin to be implemented in Rhode Island, it will be imperative to engage people with CLS-involvement and to ensure access to the OPC and protection against re-incarceration due to potential barriers, such as police surveillance of OPCs.

Unintentional overdoses: understanding the fentanyl landscape and reducing harm.

PURPOSE OF REVIEW: Adolescent and young adult overdoses and overdose fatalities continue to increase despite reductions in self-reported substance use. This review aims to explore factors contributing to this overdose epidemic, highlight signs of overdose and the role of the overdose reversal medication naloxone, and provide recommendations for practice change to support patients and decrease their risk of unintentional overdose. RECENT FINDINGS: The potent opioid fentanyl is a common contaminant in nonopioid substances, as well as in heroin and counterfeit pills, heightening risk of fatal overdose. Adolescents and young adults who die of overdose are rarely engaged in substance use disorder treatment. Medications for opioid use disorder are effective at reducing risk of fatal overdose but are underutilized, as is the opioid reversal medication naloxone. SUMMARY: Pediatric clinician engagement in harm reduction with adolescents and young adults, starting with screening through a confidential interview, may enhance pathways to care and reduce the risk of overdose.

Initiation of HIV pre-exposure prophylaxis among youth in the United States, 2015-2018.

Adolescents and young adults ("youth") account for one-fifth of new HIV diagnoses in the U.S. HIV pre-exposure prophylaxis (PrEP), which became FDA approved in adolescents in May 2018, is highly effective at preventing HIV infection though there are limited data for PrEP initiation in youth. We aimed to quantify PrEP initiation and identify factors associated with PrEP initiation among youth at risk for HIV. We conducted a retrospective cohort study of youth aged 13-26 years who had an indication for PrEP between 1 January 2015, and 31 December 2018. We used data on commercially insured US individuals from the IBM MarketScan Commercial Database. We compared factors among youth who did and did not receive PrEP. We developed a multivariable logistic regression model to identify the association of all study covariates with receipt of PrEP. Among potentially PrEP eligible youth, only 2171 (1.6%) received a PrEP prescription in the year following their PrEP eligible claim. In multivariable models, youth who received PrEP were more likely to be older (adjusted odd ratio [aOR] for 18-20 year olds = 5.11; 95% CI = 3.35-7.77; aOR for 21-26 year olds = 16.90; 95% CI = 11.0-24.7), male (aOR = 92.42; 95% CI = 68.24-125), have sexual activity with elevated risk (aOR = 7.47; 95% CI = 6.50-8.60), or be diagnosed with gonorrhea or syphilis than youth who did not receive PrEP. Our findings highlight an opportunity to improve HIV prevention early in the life course.

Association of Prescription Drug Monitoring Programs With Opioid Prescribing and Overdose in Adolescents and Young Adults.

STUDY OBJECTIVE: Prescription opioid use is associated with substance-related adverse outcomes among adolescents and young adults through a pathway of prescribing, diversion and misuse, and addiction and overdose. Assessing the effect of current prescription drug monitoring programs (PDMPs) on opioid prescribing and overdoses will further inform strategies to reduce opioid-related harms. METHODS: We performed interrupted time series analyses to measure the association between state-level implementation of PDMPs with annual opioid prescribing and opioid-related overdoses in adolescents (13 to 18 years) and young adults (19 to 25 years) between 2008 and 2019. We focused on PDMPs that included mandatory reviews by providers. Data were obtained from a commercial insurance company. RESULTS: Among 9,344,504 adolescents and young adults, 1,405,382 (15.0%) had a dispensed opioid prescription, and 6,262 (0.1%) received treatment for an opioid-related overdose. Mandated PDMP review was associated with a 4.2% (95% CI, 1.9% to 6.4%) reduction in annual opioid dispensations among adolescents and a 7.8% (95% CI, 4.7% to 10.9%) annual reduction among young adults. For opioid-related overdoses, mandated PDMP review was associated with a 16.1% (95% CI, 3.8 to 26.7) and 15.9% (95% CI, 7.6 to 23.4) reduction in annual opioid overdoses for adolescents and young adults, respectively. CONCLUSION: PDMPs were associated with sustained reductions in opioid prescribing and overdoses in adolescents and young adults. Although these findings support the value of mandated PDMPs as part of ongoing strategies to reduce opioid overdoses, further studies with prospective study designs are needed to characterize the effect of these programs fully.

Receipt of Prescription Psychostimulants and Stimulant-Involved Fatal Overdose: A Population-Based Case-Control Study.

Background: Rates of psychostimulant use, misuse, and hospitalization have increased markedly over the past decade. The objective of this study was to estimate the association between receipt of a psychostimulant prescription in the past year and fatal, unintentional psychostimulant-involved overdose. Methods: We conducted a population-based case-control study using linked, state-level databases from the Rhode Island Department of Health. Cases were defined as Rhode Island residents who experienced a fatal, unintentional drug overdose involving a psychostimulant, and controls included non-psychostimulant involved fatal overdoses occurring between May 1, 2017 and May 31, 2020 The primary exposure of interest was receipt of a psychostimulant prescription within 12 months prior to death, ascertained through linkage to the state's prescription drug monitoring program. Conditional logistic regression was used to estimate unadjusted and adjusted odds ratios. Results: Of 894 eligible overdose fatalities, the majority were white/non-Hispanic (72%), mean age was 43 years, and most resided in Providence County (69%). A total of 39 (4%) involved a psychostimulant. After adjusting for year of death and matching by sex, age, and county of residence, cases had 4.1 (95% confidence interval: 1.6, 10.6) times the odds of receiving a prescription stimulant in the past year compared to controls. Conclusions: Our findings suggest that there is a strong, positive association between prescription psychostimulant receipt and psychostimulant-involved fatal overdose. In response to an evolving polysubstance use landscape, current harm reductions measures, including naloxone training, fentanyl test strip distribution, and overdose education, should be expanded to include patients who receive psychostimulant prescriptions.

"My Life Isn't Defined by Substance Use": Recovery Perspectives Among Young Adults with Substance Use Disorder.

BACKGROUND: While substance use disorder remains a leading cause of morbidity and mortality for young adults, low rates of treatment engagement and retention persist. One explanation is that substance use disorder treatment approaches do not match young adults' expectations for recovery. While the concept of recovery has been explored among adult populations, less is known about how young adults think about recovery. OBJECTIVE: To describe perspectives of recovery among young adults with substance use disorder. DESIGN: Qualitative, in-depth interviews exploring young adults' definitions of recovery. PARTICIPANTS: Twenty English-speaking young adults (7 women; 21-29 years old) diagnosed with substance use disorder recruited from an urban safety net hospital in Massachusetts. APPROACH: Interviews were recorded and transcribed verbatim. An iterative categorization analytic approach was used to identify and interpret themes. KEY RESULTS: Four themes related to recovery were identified. First, young adults described recovery as a way to grow up and live a normal life not defined by the substance use. A second theme was recovery had to include multiple components, such as mental health treatment, to be successful. Third, young adults described recovery as a self-motivated process, and it was important that young adults had agency in recovery decision-making. Fourth, recovery was described as a lifelong pursuit that required vigilance and commitment. CONCLUSIONS: In this qualitative study of young adults with substance use disorder, participants identified themes that have implications for treatment models. Participants recognized recovery as a complex and individually motivated process that includes multiple components such as mental health treatment and re-engagement in regular daily activities. Models of care for young adults should consider incorporating these treatment elements to improve engagement and retention.

Opioid use disorder Cascade of care framework design: A roadmap.

Unintentional overdose deaths, most involving opioids, have eclipsed all other causes of US deaths for individuals less than 50 years of age. An estimated 2.4 to 5 million individuals have opioid use disorder (OUD) yet a minority receive treatment in a given year. Medications for OUD (MOUD) are the gold standard treatment for OUD however early dropout remains a major challenge for improving clinical outcomes. A Cascade of Care (CoC) framework, first popularized as a public health accountability strategy to stem the spread of HIV, has been adapted specifically for OUD. The CoC framework has been promoted by the NIH and several states and jurisdictions for organizing quality improvement efforts through clinical, policy, and administrative levers to improve OUD treatment initiation and retention. This roadmap details CoC design domains based on available data and potential linkages as individual state agencies and health systems typically rely on limited datasets subject to diverse legal and regulatory requirements constraining options for evaluations. Both graphical decision trees and catalogued studies are provided to help guide efforts by state agencies and health systems to improve data collection and monitoring efforts under the OUD CoC framework.

Methadone and buprenorphine discontinuation among postpartum women with opioid use disorder.

BACKGROUND: The postpartum year is a vulnerable period for women with opioid use disorder, with increased rates of fatal and nonfatal overdose; however, data on the continuation of medications for opioid use disorder on a population level are limited. OBJECTIVE: This study aimed to examine the effect of discontinuing methadone and buprenorphine in women with opioid use disorder in the year following delivery and determine the extent to which maternal and infant characteristics are associated with time to discontinuation of medications for opioid use disorder. STUDY DESIGN: This population-based retrospective cohort study used linked administrative data of 211,096 deliveries in Massachusetts between 2011 and 2014 to examine the adherence to medications for opioid use disorder. Individuals receiving medications for opioid use disorder after delivery were included in the study. Here, demographic, psychosocial, prenatal, and delivery characteristics are described. Kaplan-Meier survival analysis and Cox regression modeling were used to examine factors associated with medication discontinuation. RESULTS: A total of 2314 women who received medications for opioid use disorder at delivery were included in our study. Overall, 1484 women (64.1%) continued receiving medications for opioid use disorder for a full 12 months following delivery. The rate of continued medication use varied from 34% if women started on medications for opioid use disorder the month before delivery to 80% if the medications were used throughout pregnancy. Kaplan-Meier survival curves differed by maternal race and ethnicity (the 12-month continuation probability was .65 for White non-Hispanic women and .51 for non-White women; P<.001) and duration of use of prenatal medications for opioid use disorder (12-month continuation probability was .78 for women with full prenatal engagement and .60 and .44 for those receiving medications for opioid use disorder ≥5 months [but not throughout pregnancy] and ≤4 months prenatally, respectively; P<.001). In all multivariable models, duration of receipt of prenatal medications for opioid use disorder (≤4 months vs throughout pregnancy: adjusted hazard ratio, 3.26; 95% confidence interval, 2.72-3.91) and incarceration (incarceration during pregnancy or after delivery vs none: adjusted hazard ratio, 1.79; 95% confidence interval, 1.52-2.12) were most strongly associated with the discontinuation of medications for opioid use disorder. CONCLUSION: Almost two-thirds of women with opioid use disorder continued using medications for opioid use disorder for a full year after delivery; however, the rates of medication continuation varied significantly by race and ethnicity, degree of use of prenatal medications for opioid use disorder, and incarceration status. Prioritizing medication continuation across the perinatal continuum, enhancing sex-specific and family-friendly recovery supports, and expanding access to medications for opioid use disorder despite being incarcerated can help improve postpartum medication adherence.

Adverse School Outcomes and Risky Sexual Health Behaviors among High School Students with E-Cigarette and Marijuana Use.

BACKGROUND: While several health risks of e-cigarette and marijuana use have been described, little is known about their associations with school-related outcomes and risky sexual behaviors in adolescents. Objectives: To determine the odds of adverse school outcomes and risky sexual behaviors among youth with single or dual use of e-cigarettes and marijuana. Methods: We used data from the 2015 and 2017 waves of the Youth Risk Behavior Survey, a nationally representative survey of high school students in the US. Participants (N = 30,389) were divided into four exposure groups for single or dual use of e-cigarettes and marijuana. We compared rates of e-cigarette and/or marijuana use for different demographic characteristics using chi-square tests and performed multivariate logistic regressions exploring associations among e-cigarette and marijuana use and adverse school outcomes and risky sexual behaviors adjusting for confounding factors. Results: Participants reported e-cigarette-only (7.7%), marijuana-only (8.5%), and dual e-cigarette/marijuana (9.2%) use. Youth in all three use categories had higher odds of reporting grades that were mostly C's or lower than youth with no use, but no difference was found between youth with e-cigarette-only vs marijuana-only use. Increased odds of having sex without a condom were seen in youth with marijuana-only use (vs. e-cigarette-only use or no use) but not in youth with e-cigarette-only use or dual use. Conclusions: We found increased odds of adverse school-related outcomes and contrasting sexual risk profiles among youth with single or dual e-cigarette and marijuana use.Supplemental data for this article is available online at https://doi.org/10.1080/10826084.2021.1883659.

State-level prescription drug monitoring program mandates and adolescent injection drug use in the United States, 1995-2017: A difference-in-differences analysis.

BACKGROUND: Prescription opioid misuse is an ongoing crisis and a risk factor for injection drug use (IDU). Few studies have evaluated strategies for preventing opioid or IDU initiation among adolescents. We evaluated changes in the proportion of adolescents reporting IDU before and after prescription drug monitoring program (PDMP) mandates were implemented in 18 states compared to 29 states without such mandates. METHODS AND FINDINGS: This difference-in-differences analysis used biannual Youth Risk Behavioral Surveillance System (YRBSS) data representative of adolescents 17 to 18 years old across 47 states from 1995 to 2017. We compared changes in adolescent IDU in 18 states with and 29 states without PDMP mandates. Among 331,025 adolescents, 51.7% identified as male, 62.1% as non-Hispanic white, 17.4% as non-Hispanic black, and 14.6% as Hispanic. Overall, 3.5% reported IDU during the 2 years prior to PDMP mandates. In the final multivariable difference-in-differences model, we included individual age, sex, and race/ethnicity, as well as state and year as covariates from the YRBSS. We also included state- and year-specific poverty rates based on US Census Bureau data. Additionally, we controlled for state implementation of (non-mandated) PDMPs before states subsequently implemented mandates and pill mill laws. We conducted several sensitivity analyses, including repeating our main analysis using a logistic, rather than linear, model, and with a lead indicator on PDMP mandate implementation, a lag indicator, and alternative policy implementation dates. PDMP mandates were associated with a 1.5 percentage point reduction (95% CI -2.3 to -0.6 percentage points; p = 0.001) in adolescent IDU, on average over the years following mandate implementation, a relative reduction of 42.9% (95% CI -65.7% to -17.1%). The association of PDMP mandates with this reduction persisted at least 4 years beyond implementation. Sensitivity analyses were consistent with the main results. Limitations include the multi-stepped causal pathway from PDMP mandate implementation to changes in IDU and the potential for omitted state-level time-varying confounders. CONCLUSIONS: Our analysis indicated that PDMP mandates were associated with a reduction in adolescent IDU, providing empirical evidence that such mandates may prevent adolescents from initiating IDU. Policymakers might consider PDMP mandates as a potential strategy for preventing adolescent IDU.

Characteristics and Receipt of Medication Treatment Among Young Adults Who Experience a Nonfatal Opioid-Related Overdose.

STUDY OBJECTIVE: Nonfatal opioid overdose represents an opportunity to engage young adults into using medication for opioid use disorder. We seek to describe characteristics of young adults who experience nonfatal overdose and estimate rates of and time to medication for opioid use disorder for young adults relative to those aged 26 to 45 years. METHODS: We conducted a cohort study using retrospective administrative data of 15,281 individuals aged 18 to 45 years who survived an opioid-related overdose in Massachusetts between 2012 and 2014, using deidentified, individual-level, linked data sets from Massachusetts government agencies. We described patient characteristics stratified by age (18 to 21, 22 to 25, and 26 to 45 years) and evaluated multivariable Cox proportional hazards models to compare rates of medication for opioid use disorder receipt, controlling for age, sex, history of mental health disorders, and addiction treatment. RESULTS: Among 4,268 young adults in the year after nonfatal overdose, 28% (n=336/1,209) of those aged 18 to 21, 36% (n=1,097/3,059) of those aged 22 to 25 years, and 36% (n=3,916/11,013) of those aged 26 to 45 years received medication for opioid use disorder. For individuals aged 18 to 21 and 22 to 25 years, median time to buprenorphine treatment was 4 months (interquartile range 1.7 to 1.8 months); to methadone treatment, 4 months (interquartile range 2.8 to 2.9 months); and to naltrexone treatment, 1 month (interquartile range 1 to 1 month). Individuals aged 18 to 21 years were less likely (adjusted hazard ratio 0.60 [95% confidence interval 0.45 to 0.70]) to receive methadone than those aged 22 to 25 and 26 to 45 years. Individuals aged 18 to 21 years and those aged 22 to 25 years were more likely to receive naltrexone (adjusted hazard ratio 1.65 [95% confidence interval 1.36 to 2.00] and 1.41 [95% confidence interval 1.23 to 1.61], respectively) than those aged 26 to 45 years. CONCLUSION: One in 3 young adults received medication for opioid use disorder in the 12 months after surviving an overdose. Type of medication for opioid use disorder received appeared to be age associated. Future research should focus on how medication choice is made and how to optimize the emergency department for medication for opioid use disorder initiation after nonfatal overdose.

Increased burden of suicidality among young street-involved sex workers who use drugs in Vancouver, Canada.

BACKGROUND: The risks of suicidality among street-involved youth who use drugs and engage in sex work are not well described. This study sought to evaluate if street-involved youth who engage in sex work were at an elevated risk for attempting suicide. METHODS: Data were derived from the At-Risk Youth Study, a prospective cohort of street-involved youth who use drugs in Vancouver, Canada. Multivariable generalized estimating equation analyses were employed to examine whether youth who engaged in sex work were at elevated risk of attempting suicide, controlling for possible confounders. RESULTS: Between September 2005 and May 2015, 1210 youth were recruited into the cohort, of whom, 173 (14.3%) reported recently attempting suicide at some point during the study period. In multivariable analysis, youth who engaged in sex work were significantly more likely to report a recent suicide attempt (adjusted odds ratio = 1.93; 95% confidence interval: 1.28-2.91). CONCLUSIONS: Street-involved youth who engage in sex work were observed to be at a significantly higher risk for suicidality. Systematic discrimination and unaddressed trauma may contribute to the observed increased burden of suicidality among this population. Interventions that support the mental health and well-being of street-involved youth who engage in sex work are urgently needed.

Understanding the implications of the "vaping epidemic" among adolescents and young adults: A call for action.

In the past 5 years, the use of nicotine delivered through electronic cigarettes ("e-cigarettes") has sky-rocketed among adolescents and young adults. E-cigarettes, with their high nicotine content, appealing flavors, low costs, wide availability, and discreet designs threaten 5 decades of progress in the fight against tobacco use. Aside from the increased risk of subsequent use of traditional cigarettes, marijuana, opioids, and other illicit drugs, building evidence indicates that e-cigarette use also exposes youth to several acute and long-term health risks that greatly outweigh the as-yet unfounded potential benefits from the use of e-cigarettes as a smoking reduction or cessation tool in this age group. We discuss some of the latest research on e-cigarettes, highlighting risks and harms associated with their use in adolescents and young adults, and suggest opportunities for action, including the enforcement of age, sales and marketing limitations, and concerted research and public health efforts to help curb what has become a new nicotine epidemic among youth.

Challenges and new horizons in substance use and addictions: Overview of the 2019 conference of the Association of Multidisciplinary Education and Research in Substance use and Addiction (AMERSA).

The morbidity and mortality associated with opioids, alcohol and other substances challenges clinicians, educators, researchers and policy makers to address these preventable health problems. Interventions are needed to address the many and complex factors that are needed for access to and receipt of life-saving treatment and resources for those who are at risk because of substance use and those with substance use disorders. This article provides an overview of the 43rd annual conference of the Association of Multidisciplinary Education and Research in Substance use and Addiction (AMERSA) held in Boston, MA on November 7-9, 2019. With more than 500 attendees from the nursing, social work, behavioral health, psychiatry, medicine, pharmacy, research and policy among others, the conference provided a platform to address challenges and new horizons in substance and addiction prevention, treatment and research, as well as opportunities for collegial discussion and networking.

Suspected involvement of fentanyl in prior overdoses and engagement in harm reduction practices among young adults who use drugs.

Background: From 2011 to 2016, the United States has experienced a 55% increase in overall overdose deaths and a 260% increase in fatal fentanyl-related overdoses. Increasing engagement in harm reduction practices is essential to reducing the rate of fentanyl-related overdoses. This study sought to examine the uptake of harm reduction practices among young adults who reported recent drug use and who were recruited for a study to assess the utility and acceptability of rapid fentanyl test strips. Methods: Between May and October 2017, 93 young adults who reported drug use in the past 30 days were recruited through word of mouth, Internet advertising, and public canvasing. Participants completed an interviewer-administered survey that assessed participants' sociodemographic and behavioral characteristics, suspected fentanyl exposure, and overdose history. We assessed harm reduction practices and other correlates associated with experiencing a suspected fentanyl-related overdose. Results: Of 93 eligible participants, 36% (n = 34) reported ever having experienced an overdose, among whom 53% (n = 18) suspected having experienced a fentanyl-related overdose. Participants who had ever experienced a fentanyl-related overdose were more likely to keep naloxone nearby when using drugs compared with those who had never experienced an overdose and those who had experienced an overdose that they did not suspect was related to fentanyl (P < .001). Additionally, experiencing a suspected fentanyl-related overdose was associated with having previously administered naloxone to someone else experiencing an overdose (P < .001). Conclusion: Those who had experienced a suspected fentanyl-related overdose were more likely to carry and administer naloxone. Future overdose prevention interventions should involve persons who have experienced a suspected fentanyl overdose and/or responded to an overdose in order to develop harm reduction programs that meet the needs of those at risk of an overdose.

High willingness to use rapid fentanyl test strips among young adults who use drugs.

BACKGROUND: Synthetic opioid overdose mortality among young adults has risen more than 300% in the USA since 2013, primarily due to the contamination of heroin and other drugs with illicitly manufactured fentanyl. Rapid test strips, which can be used to detect the presence of fentanyl in drug samples (before use) or urine (after use), may help inform people about their exposure risk. The purpose of this study was to determine whether young adults who use drugs were willing to use rapid test strips as a harm reduction intervention to prevent overdose. We hypothesized that those who had ever overdosed would be more willing to use the test strips. METHODS: We recruited a convenience sample of young adults who use drugs in Rhode Island from May to September 2017. Eligible participants (aged 18 to 35 with past 30-day drug use) completed an interviewer-administered survey. The survey assessed participant's socio-demographic and behavioral characteristics, overdose risk, as well as suspected fentanyl exposure, and willingness to use take-home rapid test strips to detect fentanyl contamination in drugs or urine. Participants were then trained to use the test strips and were given ten to take home. RESULTS: Among 93 eligible participants, the mean age was 27 years (SD = 4.8), 56% (n = 52) of participants were male, and 56% (n = 52) were white. Over one third (n = 34, 37%) had a prior overdose. The vast majority (n = 86, 92%) of participants wanted to know if there was fentanyl in their drug supply prior to their use. Sixty-five (70%) participants reported concern that their drugs were contaminated with fentanyl. After the brief training, nearly all participants (n = 88, 95%) reported that they planned to use the test strips. CONCLUSIONS: More than 90% of participants reported willingness to use rapid test strips regardless of having ever overdosed, suggesting that rapid fentanyl testing is an acceptable harm reduction intervention among young people who use drugs in Rhode Island. Study follow-up is ongoing to determine whether, how, and under what circumstances participants used the rapid test strips and if a positive result contributed to changes in overdose risk behavior.