Polysubstance use and re-incarceration in the 12-months after release from jail: a latent transition analysis of rural Appalachian women

Background: Rural areas have high rates of opioid and stimulant involved polysubstance use which are known to contribute to overdose. Justice-involved women are likely to have multiple substance use disorders and are particularly vulnerable in rural areas where treatment is limited.Objectives: The research had three aims to (1) identify the patterns of polysubstance use of rural Appalachian justice-involved women, (2) examine how women's engagement in polysubstance use changed in the 12-months following initial release from jail, and (3) determine if women's changes in substance use patterns were associated with re-incarceration during the 12-months of post-release follow-up.Methods: A total of 339 women with recent substance use histories were randomly recruited from three rural jails. Latent transition analysis of women's substance use from baseline (in jail) to 6 and 12-months was examined, including the effect of re-incarceration on transitions (changes in substance use patterns).Results: Three latent classes were found: High Polysubstance/injection drug use (IDU) (36.3% baseline), Opioid/Benzo (Benzodiazepine) Involved Polysubstance Use (57.3% baseline), and Low Use (6.4% baseline). Polysubstance use classes were characterized by use of opioids and benzodiazepines; the High Polysubstance/IDU class was distinct in co-use and injection use of methamphetamine. Post-release, women transitioned to latent classes of reduced substance use and/or reduced injection drug use, particularly in the first six months. Women who were re-incarcerated during follow-up were likely to remain engaged in, or transition to, the High Polysubstance/IDU class (ORs: 3.14-46.56).Conclusion: Justice-involved women in Appalachia reported risky polysubstance use. The first six-months post-release were a critical period for changes in substance use.

Discriminant Function Analyses: Classifying Drugs/Violence Victimization Typologies Among Incarcerated Rural Women

This study examined the relationship between drug use and violence victimization among incarcerated women in Appalachian Kentucky. The purpose of this study was to test the utility of Goldstein's tripartite conceptual framework among rural incarcerated women, by examining whether distinct drugs/violence nexus groups could be classified based on psychopharmacological, economic-compulsive, and systemic factors. This study used secondary data from a National Institute on Drug Abuse (NIDA)-funded grant focused on risk reduction among high-risk incarcerated women in Appalachia (N = 400). Predicted drugs/violence groups were developed using a series of discriminant function analyses. The data yielded three statistically significant discriminant models. Findings of the classified groupings indicated support for three distinct drugs/violence victimization subgroups. The psychopharmacological group showed the greatest prevalence (n = 181; Wilks's λ = .389, F = 3.94, p < .001), followed by the economic-compulsive group (n = 77; Wilks's λ = .584, F = 11.86, p < .001) and systemic group (n = 55) significant (Wilks's λ = .994, F = 2.247, p < .035). To date, this is the first study to report a relationship between systemic violence victimization among rural communities. These findings could offer novel considerations for theory development and implications for clinical practice regarding the drug-related risks for violence victimization among rural incarcerated women.

The metropolitan context of substance use and substance use disorders among US adults on probation or parole supervision

BACKGROUND

Rates of substance use and substance use disorders are higher among adults on probation or parole supervision compared to the general population. Substance use is a risk factor of not adhering to supervision requirements, which may result in revocation and incarceration. Examining associations of metropolitan area status with substance use and substance use disorders may identify specific substance use behaviors that can be targeted in community corrections prevention and treatment services. The present study examined associations of metropolitan area residency with substance use and substance use disorders among adults on probation or parole supervision. Methods: Data came from the 2015 to 2018 National Survey on Drug Use and Health ([NSDUH]; N = 4266 adults on parole or probation). Multivariable logistic regression was run for substance-specific models for each of the two outcomes of past-year use and substance use disorder. Results: Nonmetropolitan residency was associated with higher odds of methamphetamine use and lower odds of cocaine use. Nonmetropolitan residency was associated with higher odds of methamphetamine use disorder and lower odds of opioid use disorder and cocaine use disorder. Conclusions: Study findings highlight the differences of substance use and substance use disorders between levels of metropolitan areas for those on probation or parole. Findings suggest that cocaine use should be emphasized in clinical services in large metropolitan areas, whereas methamphetamine use may be prioritized in nonmetropolitan areas. Further study is needed to investigate the interface of substance use behaviors and community corrections outcomes across metropolitan and nonmetropolitan areas.

Trends and mental health correlates of nonmedical opioid use among criminal justice-involved African American men

BACKGROUND

The Centers for Disease Control and Prevention has deemed nonmedical opioid use (NMOU) an epidemic. Population-based survey data indicate high rates of NMOU among Caucasians, however, these estimates exclude incarcerated samples and may underestimate use among criminal justice-involved African Americans. Despite opioid-associated risks of co-occurring mental illness and mortality, to our knowledge, this is the first study to examine NMOU and mental health among a sample of African American men receiving corrections-based substance use disorder (SUD) treatment in jail, prison, or the community.

METHOD

We conducted a cross-sectional study examining trends and mental health correlates of NMOU during the year prior to each participant's incarceration, across five cohorts of African American men (N = 4021) enrolled in corrections-based SUD treatment between the years, 2010 and 2014. A series of chi-square, ANOVAs, correlations, and logistic regression models were conducted.

RESULTS

Over 20% of our sample reported NMOU during the year prior to incarceration. On average, participants were 36-years-old, earned 13 years of education, and were generally unemployed, prior to incarceration. We found a statistically significant positive linear trend between NMOU prior to incarceration and cohort year. The final stepwise multivariate regression model was significant and revealed, older age was associated with lower odds of NMOU. More years of education and frequent mental health symptoms were associated with significantly increased odds of NMOU.

DISCUSSION

Our findings are unique in that extant literature has primarily described NMOU as a 'White suburban' problem. Culturally-adapted behavioral interventions and medication assisted therapies are discussed.

METelemedicine: a pilot study with rural alcohol users on community supervision

PURPOSE

This pilot study examined a telemedicine-based intervention using motivational enhancement therapy (METelemedicine) to reduce alcohol use among a sample of at-risk, rural alcohol users.

METHODS

A total of 127 rural alcohol users were recruited from community supervision offices and engaged in brief intervention sessions using telemedicine. Analysis examined alcohol outcomes at 3 months postbaseline.

FINDINGS

Findings indicated that although there were no overall differences between comparison groups on alcohol outcomes, 3+ sessions of METelemedicine significantly reduced the likelihood of any alcohol use by 72% (P < .05). In addition, 3+ sessions of the intervention predicted fewer days of drinking in the follow-up period, fewer drinks per week, and fewer days experiencing alcohol problems.

CONCLUSIONS

Findings demonstrate that telemedicine may be a promising approach to deliver interventions with alcohol users who may not utilize formal treatment services. This method has potential to decrease some of the barriers to access and use of evidence-based treatment for populations in need of services.