Transactional sex among rural, justice-involved Appalachian women who use drugs.

PURPOSE: Transactional sex is associated with an array of other health risk behaviors and adverse health outcomes, including HIV. However, despite concerns regarding a potential HIV outbreak, there is limited understanding of transactional sex among rural Appalachians who engage in high-risk behaviors. Thus, the current study describes the prevalence and correlates of transactional sex among a sample of rural, justice-involved Appalachian women who use drugs. METHODS: Participants (N = 400) were randomly selected, screened, and interviewed face-to-face at 3 rural Appalachian jails in Kentucky. Bivariate analyses were used to examine differences between those who reported trading sex for drugs, money, goods, or services in the year prior to incarceration and those who had not, and multivariable logistic regression was used to examine independent correlates of transactional sex. FINDINGS: On average, participants were 33 years old with 11 years of education. They were predominantly White (99.0%), about half (43.7%) reported lifetime transactional sex, and 25.9% reported past year transactional sex. Past year transactional sex was positively associated with experiencing money problems, substance use problem severity, injection drug use, unprotected sex with a casual partner, and number of sexual partners in the year prior to incarceration. CONCLUSIONS: Results suggest that transactional sex is fairly common among rural Appalachian women who use drugs and are justice-involved and may signal other HIV-related risk behaviors. Given limited service availability throughout rural Appalachia, findings emphasize a need for increased access to risk-reduction interventions, including jail-based interventions, to educate vulnerable, hard-to-reach populations on the risks associated with HIV.

Impaired driving and other risky drug use and sex behaviors: a cross-sectional examination of high-risk rural women incarcerated in jail.

Background: Despite women accounting for an increasing proportion of impaired drivers and higher rates of impaired driving and road fatalities in rural areas, little is known about rural women who drive impaired and their other risky behavior.Objective: The present study assessed the association between impaired driving history, risky substance use, and other drug- and sex-related risk behaviors in a sample of high-risk rural women incarcerated in jail.Methods: Four hundred women from three rural jails provided information about their impaired driving, drug use, injection drug use practices, and sex risk behaviors. Groups were stratified on whether they self-reported impaired driving in the year prior to incarceration. Impaired drivers (n = 260, M = 31.90 years old) were compared to women who did not drive impaired (n = 131, M = 34.42 years old) using MANCOVA and logistic regression analyses.Results: Impaired drivers had significantly (p < .05) higher substance use severity scores for cannabis, sedatives, and prescription opioids. Furthermore, impaired drivers were significantly (p < .05) more likely to have been the passenger of an impaired driver (78.08% vs. 53.44%), been an injection drug user (69.62% vs. 41.98%), had a casual sex partner (47.31% vs. 25.95%), and traded sex for drugs or money (31.15% vs. 15.27%) in the year prior to incarceration.Conclusions: This study found a consistent association between past year impaired driving and a range of drug- and sex-related risk behaviors in a sample of high-risk rural women incarcerated in jail. These findings highlight an opportunity to intervene in criminal justice settings to reduce multiple health risk behaviors.

A descriptive analysis of drivers under the influence of opioids in Kentucky.

Despite the ongoing opioid epidemic and evidence of the increasing prevalence of driving under the influence of opioids, particularly in rural communities, there remains a limited understanding of those who drive under the influence of opioids. The current study aims to fill this gap in the literature by examining drivers under the influence of opioids (DUIOs) using the clinical substance use assessment records of a statewide sample of drivers convicted of driving under the influence (N = 15,917); first identifying differences between DUIOs and drivers under the influence of other, non-opioid substances, followed by an examination of factors associated with driving under the influence of opioids in combination with other substances, and finally, comparing rural and urban DUIOs (N = 1,571). Bivariate analyses were used to compare groups, while a logistic regression model was used to identify correlates of other substance involvement. DUIOs differed from drivers under the influence of other, non-opioid substances, such as being more likely to be convicted in a rural community (65.7% vs 53.6%) and to be under the influence of multiple substances at the time of arrest (42.0% vs 7.1%). Among DUIOs, a rural conviction (p =.016) and meeting DSM criteria for an alcohol (p <.001) and drug use disorder (p <.001) were positively associated with driving under the influence of opioids in combination with other substances. Results also highlighted a number of differences between rural and urban DUIOs, including other substance involvement. Urban DUIOs were more likely to report alcohol involvement in their DUI arrest (16.7% vs 9.1%), and rural DUIOs were more likely to report other, non-opioid drug involvement (36.9% vs 29.1%). Results suggest a possible need for different prevention and treatment approaches depending on rural/urban environment, which is noteworthy given limited treatment availability and other barriers to substance use treatment in rural communities.

An Exploratory Examination of Social Media Use and Risky Sexual Practices: A Profile of Women in Rural Appalachia Who Use Drugs.

HIV/HCV risk behavior among women who use drugs is often exacerbated within high risk networks. The use of social media platforms such as Facebook to identify sex partners within these high-risk networks has not been examined among rural Appalachian women who use drugs. This paper provides an exploratory examination of Facebook use to identify sex partners among rural Appalachian women who use drugs, as well as associated risky sexual practices. Rural Appalachian women were randomly selected from two rural jails, consented, screened for eligibility (including drug use), and interviewed prior to jail release. Findings indicated that using Facebook to meet sex partners was associated with exchanging sex for drugs or money and having a male casual partner during the same time frame. These study findings suggest that the use of social media for high-risk sexual practices may provide a valuable platform for intervention delivery, particularly in resource-deprived areas where formal prevention and treatment services are limited.

Feasibility of using Facebook for HIV prevention: Implications for translational research among justice-involved women who use drugs in rural Appalachia.

Background: Justice-involved women from rural Appalachia face significant barriers to the utilization of evidence-based HIV prevention interventions in spite of high rates of injection drug use and risky sexual practices. Adapting evidence-based practices to incorporate the cultural uniqueness of the target population is needed in order to advance translational and clinical science in this area. This study provides a descriptive overview of indicators of feasibility and acceptability of an adapted version of the National Institute on Drug Abuse Standard HIV prevention intervention for delivery using Facebook through a small randomized controlled pilot study with rural Appalachian women. Method: Study methods include the random selection of rural Appalachian women from two local jails, screening for study eligibility, baseline data collection, random assignment to study interventions, and follow-up in the community three months post-release. Results: Results indicate that the feasibility of the approach was supported through study enrollment of the target population who reported regular Facebook use and HIV risk behaviors including drug use and sex. Acceptability of the intervention was demonstrated through enrollment in the study intervention, engagement in the intervention through Facebook, and indicators of HIV/HCV knowledge. Conclusions: Study findings contribute to the critical and unmet need to advance translational science on the delivery of evidence-based prevention interventions in real-world rural Appalachian settings to understudied, vulnerable individuals who are often overlooked in targeted prevention efforts.

Rural Re-entry and Opioid Use: Identifying Health-Related Predictors of Relapse Among Formerly Incarcerated Women in Appalachia.

Introduction: Despite improved knowledge of the health care needs of formerly incarcerated women, there exists a gap regarding the relationship between health, health care access, and relapse among rural women returning to the community during the opioid epidemic. Purpose: With an emphasis on health care access, this study examined health-related factors associated with opioid relapse among women reentering the community in rural Appalachia. Methods: As part of a larger study, 400 rural women reporting a history of substance use were recruited from three Appalachian jails in Kentucky. Analyses focused on participants reporting a history of illicit opioid use prior to incarceration, who had also completed follow-up interviews at 6- and 12-months post-release from jail. Results: Fifty-five percent of participants reported relapse to opioids during the 12-month follow-up period. Compared to those who did not use opioids during this time, women who relapsed reported poorer mental and physical health, as well as encountered more barriers to needed health services. They were also more likely to report a usual source of care. Multivariate regression analyses reveal that, even when controlling for other known correlates of opioid use and relapse to any non-opioid drug during the follow-up period, the number of barriers to health service utilization was a significant predictor of opioid relapse. Implications: Stakeholders should address the complex reentry needs of women who use opioids in rural Appalachia. This includes examining innovative approaches to reduce extensive barriers to quality health care utilization, such as implementing telehealth for opioid use treatment.

Impaired driving among rural female drug-involved offenders.

OBJECTIVE: Very little is known about rural female impaired drivers despite disproportionate rates of impaired driving arrests and associated traffic fatalities in rural areas. The present study examined past-year impaired driving histories and impaired driving correlates in a sample of rural female drug-involved offenders. METHODS: Female drug-involved offenders (N = 400) from 3 rural jails completed a confidential interview focused on substance use and related risk behaviors. After removing cases with missing data (n = 23), participants self-reporting past-year impaired driving (n = 254) were compared to those who did not (n = 123) on demographic characteristics, substance use, mental health, and criminal histories. Impaired drivers also reported the substances involved in their past-year impaired driving episodes. RESULTS: A significantly higher percentage of impaired drivers reported past-year use of 8 of the 11 substances (including alcohol) examined when compared to other drug-involved offenders. Though symptoms of major depressive and posttraumatic stress disorders were similar, significantly more impaired drivers (49.6%) reported symptoms of generalized anxiety disorder than did other drug-involved offenders (35.0%). No differences in criminal histories were found. Nearly all (94.9%) impaired drivers reported driving under the influence of drugs in the past year; less than one-fourth reported driving under the influence of alcohol. Prescription opioids were the most prevalent substance type involved in impaired driving episodes (84.6%), followed by anti-anxiety medications (40.9%). Approximately one-third of impaired drivers reported driving under the influence of methamphetamine (33.9%), marijuana (31.5%), and alcohol (30.7%) in the past year. CONCLUSIONS: Findings indicate that rural female impaired drivers may have more extensive substance use and mental health problems than other rural female drug-involved offenders. In addition, study results suggest that a recent history of impaired driving may serve as a marker for a more extensive substance use history. Other implications include that early identification of impaired drivers in at-risk groups may be an important opportunity to prevent future traffic injuries and fatalities.

A preliminary examination of substance use risk among metropolitan and non-metropolitan girls involved in the juvenile justice system.

Research is limited on geographic differences in substance use risk factors among juvenile justice-involved girls. This secondary data analysis from one state juvenile justice system, collected as part of the NIH/NIDA funded JJTRIALS cooperative agreement, assessed criminogenic needs at intake for 160 girls from metropolitan and non-metropolitan counties. Although girls from different geographic areas did not differ significantly on key variables of interest, including substance use risk and related criminality variables, findings suggest that substance use risk is related to criminal history, substance-related offenses, and relationship problems among justice-involved girls. Implications include gender-specific juvenile justice programming and research.

Brief Report: Sex Differences in Substance Use, Mental Health, and Impaired Driving Among Rural DUI Offenders.

BACKGROUND AND OBJECTIVES: Studies have documented sex differences among driving under the influence (DUI) offenders, but none have examined rural DUI offenders. METHODS: Rural DUI offenders (83 males and 34 females) self-reported past year and lifetime substance use, mental health problems, and impaired driving history. RESULTS: Substance use and impaired driving histories were similar, but significant disparities in mental health problems for female DUI offenders were found. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: This initial examination of sex differences among rural DUI offenders suggests additional research is needed to better understand their substance use and mental health problems and whether different treatment approaches are needed. (Am J Addict 2019;28:405-408).

A Comparison of Appalachian and Non-Appalachian Kentucky DUI Offenders.

Purpose: To help fill this void in the literature, the current study uses a statewide sample to examine how Appalachian DUI offenders differ from non-Appalachian DUI offenders in a predominantly rural state. Methods: Assessment records for 11,640 Kentucky DUI offenders who completed an intervention in 2017 were examined. Appalachian DUI offenders were compared to non-Appalachian metro and non-metro DUI offenders. Demographic information, DUI violation details, DSM-5 substance use disorder criteria, and referral information were compared using ANCOVAs and logistic regression models. Results: More than one-fourth of the sample was convicted in an Appalachian county. Compared to non-Appalachian DUI offenders, Appalachian offenders were significantly older and more likely to have a prior DUI conviction, to meet DSM-5 criteria for a drug use disorder, and to drive drug-impaired. Referral and intervention compliance also varied across groups. Implications: Results suggest that Appalachian DUI offenders are more drug-involved and have increased risk of recidivism. Findings indicate a need for practitioners to consider the distinct needs of Appalachian DUI offenders during service delivery. Future research should explore alternative intervention methods for preventing continued impaired driving in Appalachia given limited treatment availability in the region.

Characteristics of Prescription-Opioid-Impaired and Other Substance-Impaired Drivers in Rural Appalachian Kentucky.

Previous studies have highlighted the prescription opioid epidemic in rural Appalachia and its associated risk behaviors; however, no studies have examined prescription-opioid-impaired driving as a consequence of this epidemic. The purpose of the present study was to describe prescription-opioid-impaired drivers in rural Appalachian Kentucky and examine how they are similar to and different from other substance-impaired drivers from the region. A sample of convicted DUI offenders from rural Appalachian Kentucky completed a confidential research interview focused on their substance use, mental health, and criminal activity. Prescription-opioid-impaired drivers (n = 33) were compared to other drug-impaired drivers (n = 29) and to alcohol-only-impaired drivers (n = 44). Overall, prescription-opioid-impaired drivers had a similar prevalence of illicit substance use and criminal activity, including impaired driving frequency, to other drug-impaired drivers, but had a higher prevalence of illicit substance use and more frequent impaired driving when compared to alcohol-only-impaired drivers. Study implications include the importance of comprehensive substance abuse assessment and treatment for DUI offenders and the need for tailored interventions for prescription-opioid-impaired and other drug-impaired drivers.

The Affordable Care Act and Changes in Insurance Coverage and Source of Health Care among High-risk Rural, Substance-using, Female Offenders Transitioning to the Community.

PURPOSE: This study examines health care coverage and health care among rural, drug-involved female offenders under the Affordable Care Act (ACA) compared with pre-ACA and whether being insured is associated with having a usual source of care. METHODS: This study involved random selection, screening, and face-to-face interviews with drug-using women in three rural Appalachian jails. Analyses focused on participants who had completed a three-month follow-up interview after release from jail (N=371). RESULTS: Analyses indicated that women released after ACA implementation were more likely than those released pre-implementation to be insured. A multivariate logistic regression model showed that being insured was significantly related to having a usual health care source during community re-entry. CONCLUSIONS: Results demonstrate the benefits of the ACA, signaling important implications for public health in rural communities and the criminal justice system, including targeting underserved groups during incarceration and providing information about and resources for health care enrollment.

A model for rigorously applying the Exploration, Preparation, Implementation, Sustainment (EPIS) framework in the design and measurement of a large scale collaborative multi-site study.

BACKGROUND: This paper describes the means by which a United States National Institute on Drug Abuse (NIDA)-funded cooperative, Juvenile Justice-Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS), utilized an established implementation science framework in conducting a multi-site, multi-research center implementation intervention initiative. The initiative aimed to bolster the ability of juvenile justice agencies to address unmet client needs related to substance use while enhancing inter-organizational relationships between juvenile justice and local behavioral health partners. METHODS: The EPIS (Exploration, Preparation, Implementation, Sustainment) framework was selected and utilized as the guiding model from inception through project completion; including the mapping of implementation strategies to EPIS stages, articulation of research questions, and selection, content, and timing of measurement protocols. Among other key developments, the project led to a reconceptualization of its governing implementation science framework into cyclical form as the EPIS Wheel. The EPIS Wheel is more consistent with rapid-cycle testing principles and permits researchers to track both progressive and recursive movement through EPIS. Moreover, because this randomized controlled trial was predicated on a bundled strategy method, JJ-TRIALS was designed to rigorously test progress through the EPIS stages as promoted by facilitation of data-driven decision making principles. The project extended EPIS by (1) elucidating the role and nature of recursive activity in promoting change (yielding the circular EPIS Wheel), (2) by expanding the applicability of the EPIS framework beyond a single evidence-based practice (EBP) to address varying process improvement efforts (representing varying EBPs), and (3) by disentangling outcome measures of progression through EPIS stages from the a priori established study timeline. DISCUSSION: The utilization of EPIS in JJ-TRIALS provides a model for practical and applied use of implementation frameworks in real-world settings that span outer service system and inner organizational contexts in improving care for vulnerable populations. TRIAL REGISTRATION: NCT02672150 . Retrospectively registered on 22 January 2016.

A descriptive analysis of drugged driving among rural DUI offenders.

OBJECTIVE: Although driving under the influence (DUI) arrests occur at higher rates in rural areas and previous studies have shown more extensive drug use histories, little is known about how this relates to the prevalence and frequency of drugged driving. The present study examined drug use and drugged driving patterns among a sample of rural DUI offenders. METHODS: Convicted rural DUI offenders (N = 118) completed a one-time, confidential research interview focused on drug use and drugged driving. A descriptive analysis was performed to examine the lifetime and past-year prevalence and frequency of drugged driving while under the influence of different drugs. RESULTS: Approximately three fourths of the sample (77%) reported driving after illicit drug use in their lifetime and more than half of the sample (60%) reported doing so in the past year. Similar percentages of lifetime (86%) and past-year (81%) illicit drug users reported driving under the influence of at least one illicit drug. Illicit drug users reported a median of 240 lifetime and 16 past-year drugged driving episodes. Among those who reported ever driving after illicit drug use, marijuana (65%), prescription opioids (49%), and sedatives/tranquilizers/barbiturates (45%) were the most prevalent drugs involved in participants' drugged driving episodes. CONCLUSIONS: Findings suggest that rural DUI offenders have extensive illicit drug use histories and frequently engage in drugged driving, posing a significant threat to public safety. Additional research on the characteristics of rural drugged drivers and their drug use and driving patterns is needed to inform the development of targeted interventions.

A Facebook Follow-Up Strategy for Rural Drug-Using Women.

PURPOSE: Facebook (FB) use has grown exponentially over the past decade, including in rural areas. Despite its popularity, FB has been underutilized as a research follow-up approach to maintain contact with research participants and may have advantages in less densely populated areas and among more hard-to-reach, at-risk groups. The overall goal of this study was to examine FB as a supplemental follow-up approach to other follow-up strategies with rural drug-using women. METHODS: Face-to-face interviews were conducted with randomly selected women who completed baseline interviews in 3 rural jails in 1 state. Analyses focus on participants who were released from jail and were eligible for 3-month follow-up (n = 284). Bivariate analyses were used to examine differences between FB users and nonusers, and multivariate logistic regression models examined predictors of 3-month follow-up participation and being located for follow-up using FB. FINDINGS: About two-thirds (64.4%) of participants were regular FB users. Bivariate analyses indicated that FB users were younger, more educated, and more likely to have used alcohol in the 30 days before incarceration but less likely to have a chronic health problem. Regression analyses indicated that rural FB users had more than 5 times the odds of being located for the 3-month follow-up interview, even after controlling for other variables. There were no significant predictors of being followed up using FB. CONCLUSIONS: Findings suggest that FB is widely used and well accepted among rural drug-using women. Among hard-to-reach populations, including those in rural, geographically isolated regions, FB serves as a method to improve participant follow-up.

Twelve-month employment intervention outcomes for drug-involved offenders.

BACKGROUND: Employment has been identified as an important part of substance abuse treatment and is a predictor of treatment retention, treatment completion, and decreased relapse. Although employment interventions have been designed for substance abusers, few interventions have focused specifically on drug-involved offenders. OBJECTIVES: The purpose of this study was to examine employment outcomes for drug-involved offenders who received a tailored employment intervention. METHODS: In a randomized controlled trial, baseline and follow-up data were collected from 500 drug-involved offenders who were enrolled in a drug court program. Participants were randomly assigned to drug court as usual (control group) or to the employment intervention in addition to drug court. RESULTS: Intent-to-treat analyses found that the tailored intervention was associated only with more days of paid employment at follow-up (210.1 vs. 199.9 days). When focusing on those with greater employment assistance needs, a work trajectory analyses, which took into account participants' pre-baseline employment pattern (negative or positive), revealed that intervention group participants had higher rates of employment (82.1% vs. 64.1%), more days paid for employment (188.9 vs. 157.0 days), and more employment income ($8623 vs. $6888) at follow-up than control group participants. CONCLUSION: The present study adds to the growing substance abuse and employment literature. It demonstrates the efficacy of an innovative employment intervention tailored for drug-involved offenders by showing positive changes in 12-month employment outcomes, most strongly for those who have not had recent employment success.

A Comparison of First Time and Repeat Rural DUI Offenders.

The purpose of the current study was to examine whether the differences found between first time and repeat rural DUI offenders were the same as those found previously in urban samples. A total of 118 rural DUI offenders were interviewed, approximately half (51.7%) of which were repeat offenders. Although demographic and mental health characteristics were similar across the two groups, repeat offenders reported more extensive substance use and criminal histories. Results suggest that the pattern of differences between rural first time and repeat DUI offenders may be different from the pattern found in prior urban-based studies. Treatment implications are discussed.

Substance Use, Criminal Activity, and Mental Health Among Violent and Nonviolent Rural Probationers.

Differences between violent and nonviolent probationers were examined in the growing, yet understudied, rural probation population. Violent rural probationers had higher rates of substance use, criminal activity, and mental health symptoms than did nonviolent rural probationers. Implications for practitioners are discussed.

Rural and Urban Differences in Kentucky DUI Offenders.

OBJECTIVES: : Recent national data suggest that the prevalence of driving under the influence (DUI) is higher in rural areas than in more urbanized areas of the United States. However, little is known about rural DUI offenders, particularly those living in very remote areas. This study was conducted to examine the similarities and differences between rural and urban DUI offenders. Based on recent research, it was expected that few differences would be found between rural and urban DUI offenders. METHODS: : This study examined a total of 21,135 substance abuse assessment records for persons convicted of DUI in Kentucky and who concluded treatment in 2005. Assessment records included demographic characteristics, Alcohol Use Disorders Identification Test scores, Drug Abuse Screening Test scores, and the Diagnostic and Statistical Manual of Mental Disorders Fourth Edition Text Revision substance use disorder checklist. Beale codes based on county of residence were used to create comparison groups. RESULTS: : Positive, and statistically significant, associations were found between rurality and Drug Abuse Screening Test scores, Diagnostic and Statistical Manual of Mental Disorders Fourth Edition substance abuse and dependence disorders, and rates of education/treatment noncompliance. Alcohol Use Disorders Identification Test scores were negatively associated with rurality. CONCLUSIONS: : The study suggests that the problem severity among DUI offenders may be greater in rural areas. Given the lack of treatment services in rural areas, practitioners may face greater challenges in assessing and providing appropriate treatment for this group of DUI offenders, which may put them at greater risk for continued impaired driving.