Artificial Neural Network Analysis Examining Substance Use Problems Co-Occurring with Anxiety and Depressive Disorders Among Adults Receiving Mental Health Treatment.

Objective: The co-occurrence of anxiety disorders, depressive disorders, and substance use problems was examined. Methods: The Mental Health Client-Level Data dataset was used to conduct logistic regression models and an artificial neural network analysis. Logistic regression analyses were conducted among adults with anxiety (n = 547,473) or depressive disorders (n = 1,610,601) as their primary diagnosis who received treatment in a community mental health center. The artificial neural network analysis was conducted with the entire sample (N = 2,158,074). Results: Approximately 30% of the sample had co-occurring high-risk substance use or substance use disorder. Characteristics including region of treatment receipt, age, education, gender, race and ethnicity, and the presence of co-occurring anxiety and depressive disorders were associated with the co-occurring high-risk substance use or a substance use disorder. Conclusions: Findings from this study highlight the importance of mental health facilities to screen for and provide integrated treatment for co-occurring disorders.

COVID-19 broken access: implications for individuals with substance use disorders.

The impact of the COVID-19 (coronavirus) pandemic created a paradigm shift in the delivery of substance abuse treatment services. Still, it also provided an opportunity for healthcare workers and professionals, and treatment providers to adjust, problem-solve, and meet these challenges head-on. The pandemic led practitioners and healthcare professionals to change how they deliver treatment options but still ensuring that their clients received access to adequate and effective clinical services. It is suggested that during the ongoing COVID-19 pandemic, healthcare professionals should make every effort to ensure accessibility and availability of substance abuse treatment services through critical actions. This paper will address the physical health implications, as well as the trauma-stress related effects of COVID-19 on individuals with substance use disorders (SUD). In all, this article will identify barriers to treatment access, accentuate treatment strategies, and provide measures and recommendations for maintaining and improving services for substance-dependent patients.

MDMA (ecstasy/molly) use among African Americans: The perceived influence of hip-hop/rap music.

Over the past two decades, the demographic profile of MDMA (ecstasy/molly) users has changed. In particular, African American MDMA use has risen in some cities. One explanation of this new trend is the drug's recent popularity (as molly) in hip-hop/rap (HHR) music. Several top rappers endorse the drug as a way to have fun or get women "loose." There are currently no studies, however, that investigate the extent to which African American MDMA users listen to HHR music or the influence that these pro-MDMA messages have on their use of the drug. To address this gap, the current study used survey data to (a) identify the extent to which HHR music is listened to by African American MDMA users and (b) assess the perceived influence of HHR music on their decision to begin using. Qualitative interview data are also presented to contextualize the influence of these messages on their use of MDMA. The findings of this study suggest that African American MDMA users are high consumers of HHR music and that pro-MDMA messages in HHR music are influencing their expectations of the drug and their decision to initiate use. These findings add to the limited amount of research on African American MDMA use and have the potential to inform future interventions.

Use of poppers and HIV risk behaviours among men who have sex with men in Paris, France: an observational study.

The use of inhaled nitrites, or poppers, among men who have sex with men (MSM) is prevalent, yet has been associated with HIV seroconversion. We surveyed 580 MSM from a geosocial networking smartphone application in Paris, France, in 2016. Of the respondents, 46.7% reported popper use within the previous 3 months. Regression models adjusted for sociodemographic characteristics found that the use of poppers was significantly (P<0.05) associated with the following during the prior 3 months: condomless anal intercourse (adjusted relative risk (aRR) 1.27, 95% confidence interval (CI) 1.07-1.50), use of alcohol and/or drugs during sex once or twice (adjusted relative risk ratio (aRRR) 2.33, 95% CI 1.44-2.03), three to five times (aRRR 5.41, 95% CI 2.98-9.84) or six or more times (aRRR 4.09, 95% CI 2.22-7.56), participation in group sex (aRRR 3.70, 95% CI 2.33-5.90) and self-reported diagnosis with any sexually transmissible infection over the previous year (aRR 1.63, 95% CI 1.18-2.27), specifically chlamydia (aRR 2.75, 95% CI 1.29-4.29) and syphilis (aRR 2.27, 95% CI 1.29-4.29).

Financial hardship and drug use among men who have sex with men.

BACKGROUND: Little is known about the role of financial hardship as it relates to drug use, especially among men who have sex with men (MSM). As such, this study aimed to investigate potential associations between financial hardship status and drug use among MSM. METHODS: We conducted a cross-sectional survey of 580 MSM in Paris recruited using a popular geosocial-networking smartphone application (GSN apps). Descriptive analyses and multivariate analyses were performed. A modified Poisson model was used to assess associations between financial hardship status and use of drugs (any drugs, tobacco, alcohol, marijuana, inhalant nitrites, and club drugs). RESULTS: In our sample, 45.5% reported that it was somewhat, very, or extremely difficult to meet monthly payments of bills (high financial hardship). In multivariate analyses, a high level of financial hardship was significantly associated with an increased likelihood of reporting use of any substance use (adjusted risk ratio [aRR] = 1.15; 95% CI = 1.05-1.27), as well as use of tobacco (aRR = 1.45; 95% CI = 1.19-1.78), marijuana (aRR = 1.48; 95% CI =1.03-2.13), and inhalant nitrites (aRR = 1.24; 95% CI = 1.03-1.50). CONCLUSIONS: Financial hardship was associated with drug use among MSM, suggesting the need for interventions to reduce the burden of financial hardship in this population.

Exploring social work student education: The effect of a harm reduction curriculum on student knowledge and attitudes regarding opioid use disorders.

BACKGROUND: This study evaluates the degree to which a harm reduction intervention course module impacted Master of Social Work (MSW) students' knowledge and attitudes towards addressing opioid use disorder issues and clients. METHODS: Using a mixed-methods approach, data from 124 MSW students were collected between 2011 and 2015. Students completed a 3-hour course module that focused on harm reduction philosophy and interventions specifically for opioid use disorders. Students completed pre- and posttest of the Harm Reduction Attitude Scale. Students were also engaged in focus groups to gain a better understanding of how and if their knowledge and attitudes changed. Results: Overall, attitudes towards harm reduction approaches for opioid use disorder shifted favorably following the course module. Paired t-test results show a statistically significant difference in the mean scores for pretest attitudes (M = 2.64, SD = 0.16) and posttest attitudes (M = 2.86, SD = 0.12) among social work students. This trend remained consistent despite treatment orientation and having a family history of substance use. Conclusion: Given the increased capacity for social work students to encounter clients with opioid use disorders, it is important to ensure that students are provided with relevant and accurate information related to client-centered approaches such as the harm reduction model to address opioid use disorders. Moreover, given the dearth of social work programs that have and required substance use disorder courses, it is imperative for schools of social work to ensure that students are provided with more than practical information, which is often gained during field placement.

Improving Participants' Retention in a Smoking Cessation Intervention Using a Community-based Participatory Research Approach.

BACKGROUND: This study compares participant' sretention in three phases of smoking cessation interventions, one provided in a health clinic and the subsequent two in community-based settings. METHODS: Smoking cessation interventions were conducted in three phases from 2008 to 2015 in two underserved urban communities with low socioeconomic profiles and high rates of smoking (n = 951). Phase I was conducted in a clinic; Phases II and III were conducted in community venues. In Phases II and III, incremental changes were made based on lessons learned from the previous phases. Retention (attending six or more sessions) was the primary predictor of cessation and was analyzed while controlling for associated factors including age, gender, race, employment, education, and nicotine dependence. RESULTS: Retention increased substantially over the three phases, with rates for attending six or more sessions of 13.8%, 51.9%, and 67.9% in Phases I, II, and III, respectively. Retention was significantly higher in community settings than in the clinic setting (adjusted odds ratio [OR] = 6.7; 95% confidence intervals [CI] = 4.6, 9.8). In addition to the intervention in community venues, predictors of retention included age and unemployment. Higher retention was significantly associated with higher quit rates (adjusted OR = 2.4; 95% CI = 1.5, 3.8). CONCLUSIONS: Conducting the intervention in community settings using trained peer motivators rather than health-care providers resulted in significantly higher retention and smoking cessation rates. This was due in part to the ability to tailor cessation classes in the community for specific populations and improving the quality of the intervention based on feedback from participants and community partners.