What Should the US Learn From New York's and Portugal's Approaches to the Opioid Crisis?

Between 1999 and 2020, more than 564 000 people in the United States died from opioid overdose. Domestically, the opioid epidemic tends to be approached not as a public health problem but as a law enforcement or judicial problem. Some US localities, however, are trying interventions modeled after international approaches that decriminalize opioid dependence. This article describes Portuguese approaches to persons with opioid use disorder.

Opioid Epidemic Grief and Characterological Harm Reduction.

This article considers what it might mean to do the moral work of grieving during an opioid epidemic. Becoming callous, bitter, or resentful are harms we can suffer to our characters when grieving losses, especially at epidemic scale. This article suggests how appreciating beauty can play roles in grieving that could help mitigate these harms.

Accessing opioid agonist treatment in prison in England and Scotland remains problematic - the views of people with lived experience.

PURPOSE: The purpose of this paper is to examine lived experiences of opioid agonist treatment (OAT) during and immediately following release from detention in prisons in England and Scotland. DESIGN/METHODOLOGY/APPROACH: Surveys were completed by serving prisoners in both countries and by those recently released from prison (England only). The survey findings were discussed in focus groups of people with lived experience. The combined findings from the surveys and focus groups were shared with an expert group of prison OAT providers and people with lived experience with the purpose of making recommendations for more accessible and effective OAT in custodial environments and continuity of OAT on release. FINDINGS: The quality and accessibility of OAT varied considerably between establishments. It was reported to be harder to access OAT in Scottish prisons. It was often hard for people in prison to get the dosage of OAT they felt they needed and it was generally harder to access buprenorphine than methadone in English prisons. Only Scottish people in prison were aware of long-lasting forms of buprenorphine. People in English prisons had mixed experiences of the help available in prison, with no improvement recorded since a 2016 study. People in Scottish prisons were more likely to rate the help available as poor. RESEARCH LIMITATIONS/IMPLICATIONS: The number of people accessed while actually in prison (73) was reduced by the impact of the pandemic, making it more difficult to access people in prison and because some were resistant to participating on the basis that they had already been consulted for a wide variety of research projects focused on the impact of COVID. The Scottish cohort (a total of 19 individuals comprising 14 survey respondents and five focus group members) is clearly too small a number on which to base robust claims about differences in OAT provision between the English and Scottish prison systems.. PRACTICAL IMPLICATIONS: The study identifies key barriers to accessing OAT in prisons and suggests key components of more user-friendly approaches. SOCIAL IMPLICATIONS: This study provides an overview of the recent lived experiences of people accessing OAT in prison and on release and offers valuable recommendations on how to make service provision more effective and consistent. ORIGINALITY/VALUE: This study provides an overview of the recent lived experiences of people accessing OAT in prison and on release in England and Scotland and offers valuable recommendations on how to make service provision more effective and consistent.

Receipt of Opioid Agonist Treatment in provincial correctional facilities in British Columbia is associated with a reduced hazard of nonfatal overdose in the month following release.

BACKGROUND: In many jurisdictions, policies restrict access to Opioid Agonist Treatment (OAT) in correctional facilities. Receipt of OAT during incarceration is associated with reduced risk of fatal overdose after release but little is known about the effect on nonfatal overdose. This study aimed to examine the association between OAT use during incarceration and nonfatal overdose in the 30 days following release. METHODS AND FINDINGS: Using linked administrative healthcare and corrections data for a random sample of 20% of residents of British Columbia, Canada we examined releases from provincial correctional facilities between January 1, 2015 -December 1, 2018, among adults (aged 18 or older at the time of release) with Opioid Use Disorder. We fit Andersen-Gill models to examine the association between receipt of OAT in custody and the hazard of nonfatal following release. We conducted secondary analyses to examine the association among people continuing treatment initiated prior to their arrest and people who initiated a new episode of OAT in custody separately. We also conducted sex-based subgroup analyses. In this study there were 4,738 releases of 1,535 people with Opioid Use Disorder. In adjusted analysis, receipt of OAT in custody was associated with a reduced hazard of nonfatal overdose (aHR 0.55, 95% CI 0.41, 0.74). This was found for prescriptions continued from community (aHR 0.49, 95%CI 0.36, 0.67) and for episodes of OAT initiated in custody (aHR 0.58, 95%CI 0.41, 0.82). The effect was greater among women than men. CONCLUSIONS: OAT receipt during incarceration is associated with a reduced hazard of nonfatal overdose after release. Policies to expand access to OAT in correctional facilities, including initiating treatment, may help reduce harms related to nonfatal overdose in the weeks following release. Differences in the effect seen among women and men indicate a need for gender-responsive policies and programming.

Preoperative Opioid Use Disorder is Associated with Longer Length of Stay, Infection Rate, and Healthcare Expenditure Following Primary Shoulder Arthroplasty.

Recent research efforts have focused on the complications and outcomes associated with opioid use disorder (OUD). However, there is a lack of evidence on the associated risks respective to each primary shoulder arthroplasty procedure. After separating patients by total shoulder arthroplasty (TSA) and reverse shoulder arthroplasty (RSA) and matching to controls, our study demonstrated significant association with longer LOS in both groups, higher risk of SSI and PJI in the TSA group, PJI in the RSA group, and higher costs regardless of procedure. Efforts to appropriately recognize OUD, optimize patients pre-operatively, and apply targeted surveillance postoperatively should be made. (Journal of Surgical Orthopaedic Advances 33(2):117-121, 2024).

Evolution of an epidemic: Understanding the opioid epidemic in the United States and the impact of the COVID-19 pandemic on opioid-related mortality.

We conduct this research with a two-fold aim: providing a quantitative analysis of the opioid epidemic in the United States (U.S.), and exploring the impact of the COVID-19 pandemic on opioid-related mortality. The duration and persistence of the opioid epidemic lends itself to the need for an overarching analysis with extensive scope. Additionally, studying the ramifications of these concurrent severe public health crises is vital for informing policies to avoid preventable mortality. Using data from CDC WONDER, we consider opioid-related deaths grouped by Census Region spanning January 1999 to October 2022 inclusive, and later add on a demographic component with gender-stratification. Through the lens of key events in the opioid epidemic, we build an interrupted time series model to reveal statistically significant drivers of opioid-related mortality. We then employ a counterfactual to approximate trends in the absence of COVID-19, and estimate excess opioid-related deaths (defined as observed opioid-related deaths minus projected opioid-related deaths) associated with the pandemic. According to our model, the proliferation of fentanyl contributed to sustained increases in opioid-related death rates across three of the four U.S. census regions, corroborating existing knowledge in the field. Critically, each region has an immediate increase to its opioid-related monthly death rate of at least 0.31 deaths per 100,000 persons at the start of the pandemic, highlighting the nationwide knock-on effects of COVID-19. There are consistent positive deviations from the expected monthly opioid-related death rate and a sizable burden from cumulative excess opioid-related deaths, surpassing 60,000 additional deaths nationally from March 2020 to October 2022, ∼70% of which were male. These results suggest that robust, multi-faceted measures are even more important in light of the COVID-19 pandemic to prevent overdoses and educate users on the risks associated with potent synthetic opioids such as fentanyl.

Availability of Medications for Opioid Use Disorder in Community Mental Health Facilities.

Importance: Medications for opioid use disorder (MOUD) are an effective but underutilized treatment. Opioid use disorder prevalence is high among people receiving treatment in community outpatient mental health treatment facilities (MHTFs), but MHTFs are understudied as an MOUD access point. Objective: To quantify availability of MOUD at community outpatient MHTFs in high-burden states as well as characteristics associated with offering MOUD. Design, Setting, and Participants: This cross-sectional study performed a phone survey between April and July 2023 among a representative sample of community outpatient MHTFs within 20 states most affected by the opioid crisis, including all Certified Community Behavioral Health Centers (CCBHCs). Participants were staff at 450 surveyed community outpatient MHTFs in 20 states in the US. Main Outcomes and Measures: MOUD availability. A multivariable logistic regression was fit to assess associations of facility, county, and state-level characteristics with offering MOUD. Results: Surveys with staff from 450 community outpatient MHTFs (152 CCBHCs and 298 non-CCBHCs) in 20 states were analyzed. Weighted estimates found that 34% (95% CI, 29%-39%) of MHTFs offered MOUD in these states. Facility-level factors associated with increased odds of offering MOUD were: self-reporting being a CCBHC (odds ratio [OR], 2.11 [95% CI, 1.08-4.11]), providing integrated mental and substance use disorder treatment (OR, 5.21 [95% CI, 2.44-11.14), having a specialized treatment program for clients with co-occurring mental and substance use disorders (OR, 2.25 [95% CI, 1.14-4.43), offering housing services (OR, 2.54 [95% CI, 1.43-4.51]), and laboratory testing (OR, 2.15 [95% CI, 1.12-4.12]). Facilities that accepted state-financed health insurance plans other than Medicaid as a form of payment had increased odds of offering MOUD (OR, 1.95 [95% CI, 1.01-3.76]) and facilities that accepted state mental health agency funds had reduced odds (OR, 0.43 [95% CI, 0.19-0.99]). Conclusions and Relevance: In this study of 450 community outpatient MHTFs in 20 high-burden states, approximately one-third offered MOUD. These results suggest that further study is needed to report MOUD uptake, either through increased prescribing at all clinics or through effective referral models.

Introduction to the Volume: The Journey Ahead.

The endogenous opioid system (EOS) is complex. The line of research contributing to our current body of knowledge about this system is diverse, as are the ways in which endogenous opioids affect human health and behavior. This chapter serves as an introduction to the edited volume. It includes commentary about the current public discourse related to opioids, the rationale for this book, and the unique contributions of each chapter within this volume.

Insomnia symptoms and neurofunctional correlates among adults receiving buprenorphine for opioid use disorder.

OBJECTIVES: Insomnia symptoms are negatively related to opioid use disorder (OUD) treatment outcomes, possibly reflecting the influence of sleep on neurofunctional domains implicated in addiction. Moreover, the intersection between OUD recovery and sleep represents an area well-suited for the development of novel, personalized treatment strategies. This study assessed the prevalence of clinically significant insomnia symptoms and characterized its neurofunctional correlates among a clinical sample of adults with OUD receiving buprenorphine. METHODS: Adults (N = 129) receiving buprenorphine for OUD from an outpatient clinic participated in a cross-sectional survey. Participants completed an abbreviated version of NIDA's Phenotyping Assessment Battery, which assessed 6 neurofunctional domains: sleep, negative emotionality, metacognition, interoception, cognition, and reward. Bivariate descriptive statistics compared those with evidence of clinically significant insomnia symptoms (Insomnia Severity Index [ISI] score of ≥11) to those with minimal evidence of clinically significant insomnia symptoms (ISI score of ≤10) across each of the neurofunctional domains. RESULTS: Roughly 60% of participants reported clinically significant insomnia symptoms (ISI score of ≥11). Experiencing clinically significant insomnia symptoms was associated with reporting greater levels of depression, anxiety, post-traumatic stress, stress intolerance, unhelpful metacognition, and interoceptive awareness (ps<0.05). Participants with evidence of clinically significant insomnia were more likely to report that poor sleep was interfering with their OUD treatment and that improved sleep would assist with their treatment (ps<0.05). CONCLUSIONS: Insomnia was prevalent among adults receiving buprenorphine for OUD. Insomnia was associated with neurofunctional performance, which may impact OUD treatment trajectories. Our findings indicate potential targets in the development of personalized treatment plans for patients with co-morbid insomnia and OUD. To inform the development of novel treatment strategies, more research is needed to understand the potential mechanistic links between sleep disturbances and substance use.

Endogenous and Exogenous Opioids: Role in Substance Use Disorders.

Opioid use disorders have become an epidemic in recent years with rates nearly quadrupling since 1999 according to the US Centers for Disease Control and Prevention (Centers for Disease Control, Wide-ranging online data for epidemiologic research (WONDER). CDC, National Center for Health Statistics, Atlanta. Retrieved December 19, 2017, from http://wonder.cdc.gov, 2016). To understand substance use disorder (SUD) as a disease, many aspects must be studied including the circuitry in the brain, adaptations to neuronal circuitry and neurotransmitters, genetic variations increasing the risk for SUD, and treatments available for SUD. The mechanism in which an exogenous opioid may cause SUD is nearly identical to the mechanism of an endogenous opioid. This chapter reviews the clinical and epidemiological aspects of opioid use disorder, as well as the interactions between endogenous and exogenous opioids. Additionally, this chapter discusses current scientific data regarding genetic variations and mechanisms within brain circuitry and the role of endogenous opioids in substance use disorders generally (and opioid use disorder specifically). Future applications of these data to treatment of substance use disorders are also discussed.

Substance Use Disorder and Violence Among People with Severe Mental Illness in the United States.

In studying substance use disorder (SUD) and violence in severe mental illness (SMI), researchers account for presence of SUD or addictions to specific substances. However these studies fail to comprehensively capture solitary drug use versus specific combinations in a single exhaustive variable with more nuance (e.g., opioids only, alcohol only, both alcohol and opioids only, and so on). Using logistic regression to predict past-year violence, this study compared conventional SUD measurement (Model I: presence versus absence of SUD or specific SUDS) to a newer and more holistic approach (Model II: a single exhaustive variable with both solitary addictions [e.g., opioids only] and specific combinations of addictions [e.g., both opioids and alcohol only]) among 10,551 people with SMI in the National Survey of Drug Use and Health (20,015 - 2019). After adjusting for a wide variety of factors in Model II, people with (1) alcohol use disorders only were 2.24 times more likely to be violent (CI = 1.46-3.45, p <.001); (2) opioid use disorders only were 3.45 times more likely (CI-1.48-8.05, p,>01); (3) both alcohol and cocaine use disorders or cocaine only were 5.85 times more likely (CI = 2.63-13.05, p <.001); and (4) both alcohol and opioid use disorders only were 4.28 times more likely (CI = 1.34-13.71, p <.05). These more nuanced findings in Model II differed substantially from those using conventional SUD assessment in Model I, and the newer and more holistic approach can better reflect the complexity of addiction in relation to violence in SMI. Therefore studies, practices, and policies that address SUD and violence in SMI could be beneficially revisited with this greater comprehensiveness and detail.

Risk Factors for Persistent Postoperative Opioid Use After Surgery for IBD: An Observational Cohort Study.

BACKGROUND: Patients with IBD are at increased risk of persistent opioid use, wherein surgery plays an important role. OBJECTIVE: Identify risk factors for persistent postoperative opioid use in patients with IBD undergoing GI surgery and describe in-hospital postoperative opioid treatment. DESIGN: This was a retrospective observational cohort study. ORs for persistent postoperative opioid use were calculated using preoperative and in-hospital characteristics, and in-hospital opioid use was described using oral morphine equivalents. SETTING: This study was conducted at a university hospital with a dedicated IBD surgery unit. PATIENTS: Patients who underwent surgery for IBD from 2017 to 2022 were included. MAIN OUTCOME MEASURES: Our main outcome measure was persistent postoperative opioid use (1 or more opioid prescriptions filled 3-9 months postoperatively). RESULTS: We included 384 patients, of whom 36 (9.4%) had persistent postoperative opioid use, but only 11 (2.9%) of these patients were opioid naive preoperatively. We identified World Health Organization performance status >1 (OR 8.21; 95% CI, 1.19-48.68), preoperative daily opioid use (OR 12.84; 95% CI, 4.78-35.36), psychiatric comorbidity (OR 3.89; 95% CI, 1.29-11.43) and in-hospital mean daily opioid use (per 10 oral morphine equivalent increase; OR 1.22; 95% CI, 1.12-1.34) as risk factors for persistent postoperative opioid use using multivariable regression analysis. LIMITATIONS: Our observational study design and limited sample size because of it being a single-center study resulted in wide CIs. CONCLUSIONS: We identified risk factors for persistent postoperative opioid use in patients undergoing surgery for IBD. Results indicate a need for optimization of pain treatment in patients with IBD both before and after surgery. These patients might benefit from additional opioid-sparing measures. See Video Abstract. FACTORES DE RIESGO EN LA ADMINISTRACION DURADERA DE OPIOIDES EN EL POSTOPERATORIO EN CASOS DE CIRUGA POR ENFERMEDAD INFLAMATORIA INTESTINAL ESTUDIO OBSERVACIONAL DE COHORTES: ANTECEDENTES:Los pacientes con enfermedad inflamatoria intestinal (EII) tienen un mayor riesgo de recibir opioides de manera duradera, casos donde la cirugía juega un papel importante.OBJETIVO:Identificar los factores de riesgo en la administración duradera de opioides en el post-operatorio de cirugía gastrointestinal en casos de EII y describir el tratamiento intra-hospitalario con los mismos.DISEÑO:Estudio observacional retrospectivo de cohortes. La relación de probabilidades (odds ratio - OR) en la adminstracion duradera de opioides post-operatorios fué calculada utilizando las características pré-operatorias y hospitalarias, donde la administración de opioides intra-hospitalarios fué descrita con la utilización de equivalentes de morfina oral.AMBIENTE:Estudio realizado en un hospital universitario con una unidad de cirugía dedicada a la EII.PACIENTES:Se incluyeron todos los pacientes sometidos a cirugía por EII entre 2017 y 2022.PRINCIPALES MEDIDAS DE RESULTADO:Nuestra principal medida de resultado fué la administración post-operatoria duradera de opioides (≥1 receta completa de opioides entre 3 y 9 meses después de la operación).RESULTADOS:Incluimos 384 pacientes, de los cuales 36 (9,4%) recibieron opioides de manera duradera en el post-operatorio, de los cuales solamente 11 pacientes (2,9%) no habían recibido opioides antes de la operación. Identificamos el estado funcional de la OMS > 1 (OR 8,21, IC 95% 1,19-48,68), el uso diario de opioides pré-operatorios (OR 12,84, IC 95% 4,78-35,36), los casos de comorbilidad psiquiátrica (OR 3,89, IC 95% 1,29-11,43) y el uso medio diario de opioides en el hospital (por cada aumento de 10 equivalentes de morfina oral) (OR 1,22, IC del 95%: 1,12-1,34 como factores de riesgo para la administración de opioides de manera duradera en el post-operatorio mediante el análisis de regresión multivariable.LIMITACIONES:Nuestro diseño de estudio observacional y el tamaño de la muestra limitada debido a que fue un estudio en un solo centro, dando como resultado intervalos de confianza muy amplios.CONCLUSIONES:Se identificaron los factores de riesgo en la administración duradera de opioides en el post-operatorio de cirugía gastrointestinal en casos de EII. Los resultados demuestran la necesidad de optimizar el tratamiento del dolor en pacientes con EII, tanto antes como después de la cirugía. Estos pacientes podrían beneficiarse de medidas adicionales de ahorro de opioides. (Traducción-Dr. Xavier Delgadillo).

A data-driven approach to implementing the HPTN 094 complex intervention INTEGRA in local communities.

BACKGROUND: HIV burden in the US among people who inject drugs (PWID) is driven by overlapping syndemic factors such as co-occurring health needs and environmental factors that synergize to produce worse health outcomes among PWID. This includes stigma, poverty, and limited healthcare access (e.g. medication to treat/prevent HIV and for opioid use disorder [MOUD]). Health services to address these complex needs, when they exist, are rarely located in proximity to each other or to the PWID who need them. Given the shifting drug use landscapes and geographic heterogeneity in the US, we evaluate a data-driven approach to guide the delivery of such services to PWID in local communities. METHODS: We used a hybrid, type I, embedded, mixed method, data-driven approach to identify and characterize viable implementation neighborhoods for the HPTN 094 complex intervention, delivering integrated MOUD and HIV treatment/prevention through a mobile unit to PWID across five US cities. Applying the PRISM framework, we triangulated geographic and observational pre-implementation phase data (epidemiological overdose and HIV surveillance data) with two years of implementation phase data (weekly ecological assessments, study protocol meetings) to characterize environmental factors that affected the viability of implementation neighborhoods over time and across diverse settings. RESULTS: Neighborhood-level drug use and geographic diversity alongside shifting socio-political factors (policing, surveillance, gentrification) differentially affected the utility of epidemiological data in identifying viable implementation neighborhoods across sites. In sites where PWID are more geographically dispersed, proximity to structural factors such as public transportation and spaces where PWID reside played a role in determining suitable implementation sites. The utility of leveraging additional data from local overdose and housing response systems to identify viable implementation neighborhoods was mixed. CONCLUSIONS: Our findings suggest that data-driven approaches provide a contextually relevant pragmatic strategy to guide the real-time implementation of integrated care models to better meet the needs of PWID and help inform the scale-up of such complex interventions. This work highlights the utility of implementation science methods that attend to the impact of local community environmental factors on the implementation of complex interventions to PWID across diverse drug use, sociopolitical, and geographic landscapes in the US. TRIAL REGISTRATION: ClincalTrials.gov, Registration Number: NCT04804072 . Registered 18 February 2021.

Prediction of sustained opioid use in children and adolescents using machine learning.

BACKGROUND: Opioid misuse in the paediatric population is understudied. This study aimed to develop a machine learning classifier to differentiate between occasional and sustained opioid users among children and adolescents in outpatient settings. METHODS: Data for 29,335 patients under 19 yr with recorded opioid purchases were collected from medical records. Machine learning methods were applied to predict sustained opioid use within 1, 2, or 3 yr after first opioid use, using sociodemographic information, medical history, and healthcare usage variables collected near the time of first prescription fulfilment. The models' performance was evaluated with classification and calibration metrics, and a decision curve analysis. An online tool was deployed for model self-exploration and visualisation. RESULTS: The models demonstrated good performance, with a 1-yr follow-up model achieving a sensitivity of 0.772, a specificity of 0.703, and an ROC-AUC of 0.792 on an independent test set, with calibration intercept and slope of 0.00 and 1.02, respectively. Decision curve analysis revealed the clinical benefit of using the model relative to other strategies. SHAP analysis (SHapley Additive exPlanations) identified influential variables, including the number of diagnoses, medical images, laboratory tests, and type of opioid used. CONCLUSIONS: Our model showed promising performance in predicting sustained opioid use among paediatric patients. The online risk prediction tool can facilitate compliance to such tools by clinicians. This study presents the potential of machine learning in identifying at-risk paediatric populations for sustained opioid use, potentially contributing to secondary prevention of opioid abuse.

Impact of the COVID-19 Pandemic on Functions of Nursing Professionals in the Care of Opioid Use Disorder: Systematic Review.

BACKGROUND: Nursing professionals are vitally involved in the cascade of care for opioid use disorders (OUDs). The global spread of COVID-19 has had complex effects on public health aspects of major diseases, including OUDs. There are limited data on the major ways in which the COVID-19 pandemic has affected the functions of nursing professionals in the care of OUDs. METHOD: This systematic review followed Preferred Reporting Items for Systematic reviews and Meta-Analyses guidelines and examined published data for trends in OUD care during the first 2 years of the COVID-19 pandemic, focusing on nursing functions. The National Library of Medicine PubMed database and the EMBASE database were examined for peer-reviewed studies with primary data published between January 1, 2020, and December 31, 2021. REVIEW FINDINGS AND CONCLUSIONS: Rapid changes were observed in numerous aspects of OUDs during the early pandemic stage, as well as its care by nursing and other health professionals. These changes include increased overdoses (primarily from synthetic opioids such as fentanyl) and emergency department visits. These trends varied considerably across U.S. jurisdictions, underscoring the importance of region-specific examinations for public health policy and intervention. Out of necessity, healthcare systems and nursing professionals adapted to the challenges of OUD care in the pandemic. These adaptations included increases in telehealth services, increases in take-home doses of methadone or buprenorphine/naloxone, and expansion of layperson training in the use of naloxone for overdose reversal. It is likely that some of these adaptations will result in long-term changes in standards of care practices for OUDs by nursing professionals.

Associations among drug acquisition and use behaviors, psychosocial attributes, and opioid-involved overdoses.

AIMS: This study sought to develop and assess an exploratory model of how demographic and psychosocial attributes, and drug use or acquisition behaviors interact to affect opioid-involved overdoses. DESIGN: We conducted exploratory and confirmatory factor analysis (EFA/CFA) to identify a factor structure for ten drug acquisition and use behaviors. We then evaluated alternative structural equation models incorporating the identified factors, adding demographic and psychosocial attributes as predictors of past-year opioid overdose. SETTING AND PARTICIPANTS: We used interview data collected for two studies recruiting opioid-misusing participants receiving services from a community-based syringe services program. The first investigated current attitudes toward drug-checking (N = 150). The second was an RCT assessing a telehealth versus in-person medical appointment for opioid use disorder treatment referral (N = 270). MEASUREMENTS: Demographics included gender, age, race/ethnicity, education, and socioeconomic status. Psychosocial measures were homelessness, psychological distress, and trauma. Self-reported drug-related risk behaviors included using alone, having a new supplier, using opioids with benzodiazepines/alcohol, and preferring fentanyl. Past-year opioid-involved overdoses were dichotomized into experiencing none or any. FINDINGS: The EFA/CFA revealed a two-factor structure with one factor reflecting drug acquisition and the second drug use behaviors. The selected model (CFI = .984, TLI = .981, RMSEA = .024) accounted for 13.1% of overdose probability variance. A latent variable representing psychosocial attributes was indirectly associated with an increase in past-year overdose probability (ß = .234, p = .001), as mediated by the EFA/CFA identified latent variables: drug acquisition (ß = .683, p < .001) and drug use (ß = .567, p = .001). Drug use behaviors (ß = .287, p = .04) but not drug acquisition (ß = .105, p = .461) also had a significant, positive direct effect on past-year overdose. No demographic attributes were significant direct or indirect overdose predictors. CONCLUSIONS: Psychosocial attributes, particularly homelessness, increase the probability of an overdose through associations with risky drug acquisition and drug-using behaviors. Further research is needed to replicate these findings with populations at high-risk of an opioid-related overdose to assess generalizability and refine the metrics used to assess psychosocial characteristics.

The misuse of codeine containing medicines: Perceptions and behaviours of qualified pharmacy professionals.

BACKGROUND:  Pharmacy professionals working in community pharmacies frequently provide pharmacist-initiated therapy, including codeine-containing medicines. Codeine is an opioid with great potential for misuse, adding to the global opioid epidemic burden. Professional pharmacy personnel are the first intervention point in relation to management of codeine use. This study highlights the importance of pharmacy professionals' perceptions and behaviours in combatting the opioid epidemic. METHODS:  A descriptive cross-sectional study was conducted. Simple random sampling included pharmacy professionals in the metropolitan city of Johannesburg. An electronic questionnaire was distributed via e-mail and data analysed descriptively. RESULTS:  Findings indicate that pharmacy personnel routinely ask patients about codeine use (n = 48; 53.9%), avoid dispensing over-the-counter (OTC) codeine as an initial treatment (n = 61; 69%) and express confidence to identify and manage codeine misuse (n = 69; 77.5%). Despite this, increased patient demands for OTC codeine (n = 69; 77.5%) were concerning, highlighting the ease of availability from internet sources (n = 76; 85.4%) and multiple pharmacies (n = 84; 94.4%). Apprehension about the lack of patient awareness on adverse health consequences (n = 66; 74.2%) and the risk of codeine dependence (n = 79; 88.8%) was expressed. CONCLUSION:  Growing concern regarding availability and accessibility of codeine-containing medicines within the community pharmacy sector is highlighted. Adverse health consequences of codeine misuse and dependence are not understood by customers and the ineffective information provided by pharmacy personnel was highlighted as a concern.Contribution: The results of this study give insight to the influence of dispensing personnel's attitude towards the growing challenges with respect to codeine containing medication abuse.

Cannabis Co-Use Among Black Individuals with Chronic Pain Who Use Opioids: Associations with Other Substance Use and Pain Related Outcomes.

Background Black individuals with chronic musculoskeletal (MSK) pain tend to experience worse pain and opioid use-related outcomes, including other substance co-use, compared with non-Hispanic White individuals. Co-using cannabis with opioids could instigate a cascade of pain-related vulnerabilities and poor outcomes. Here, we test associations between cannabis/opioid co-use and pain-related outcomes among Black individuals with chronic MSK pain. Methods Black adults with chronic MSK pain who use opioids (N=401; 51.62% female, Mage=35.90, SD=11.03) completed online measures of pain intensity/interference, emotional distress, opioid dependence, and risky use of other substances. Results Compared with opioid use alone, opioid and cannabis co-use was associated with elevated anxiety and depression symptoms, opioid dependence, and risky substance use, but not pain. Conclusions Black individuals with chronic MSK pain who co-use opioids and cannabis warrant targeted interventions that address their needs. Tailored interventions could help address disparities in pain-related outcomes and opioid morbidity and mortality rates.