Digital Commons Network^™

The Effects Of Opioids On Kentucky's Workforce, Michael W. Clark, Jenny A. Minier, Charles J. Courtemanche, Bethany L. Paris, Michael T. Childress

CBER Research Report

From the executive summary:

Opioid abuse represents a significant and growing public health issue for both the nation and Kentucky. In 2016, opioids contributed to more than 62,000 deaths nationally and 1,406 deaths in Kentucky. National studies have placed the societal costs of opioid abuse at $55.7 billion in 2007 and $78.5 billion in 2013 (Birbaum et al. (2011) and Florence et al. (2016)). These costs included increased health care expenditures, higher criminal justice costs, and lost earnings due to reduced employment and premature deaths. The While House Council of Economic Advisors (2017) estimated the societal costs of opioid abuse …

Staying Out: Reentry Protective Factors Among Rural Women Offenders, Michele Staton, Megan F. Dickson, Martha Tillson, J. Matthew Webster, Carl G. Leukefeld

Behavioral Science Faculty Publications

The current study examines protective factors for women who transition from county jails to rural Appalachian communities, areas with limited health and behavioral health services. The study included drug-using women recruited from three jails in rural Appalachia and followed-up at 12-months post-release. Analyses focused on differences between women who remained in the community and those who returned to custody, as well as a multivariate model to determine protective factors for reentry success. At the bivariate level, staying out of jail was associated with being older, having a job, not using drugs, stable housing, receiving health treatment, and having prosocial peers. …

Innovative Solutions For State Medicaid Programs To Leverage Their Data, Build Their Analytic Capacity, And Create Evidence-Based Policy, Lauren Adams, Susan Kennedy, Lindsay Allen, Andrew Barnes, Tom Bias, Dushka Crane, Paul Lanier, Rachel Mauk, Shamis Mohamoud, Nathan Pauly, Jeffery C. Talbert, Cynthia Woodcock, Kara Zivin, Julie Donohue

Pharmacy Practice and Science Faculty Publications

As states have embraced additional flexibility to change coverage of and payment for Medicaid services, they have also faced heightened expectations for delivering high-value care. Efforts to meet these new expectations have increased the need for rigorous, evidence-based policy, but states may face challenges finding the resources, capacity, and expertise to meet this need. By describing state-university partnerships in more than 20 states, this commentary describes innovative solutions for states that want to leverage their own data, build their analytic capacity, and create evidence-based policy. From an integrated web-based system to improve long-term care to evaluating the impact of permanent …

The Role Of The Community Health Delivery System In The Health And Well-Being Of Justice-Involved Women: A Narrative Review, Sharla A. Smith, Glen P. Mays, Tracie C. Collins, Megha Ramaswamy

Health Management and Policy Faculty Publications

Background: Over seven million imprisoned and jailed women are released into the community each year and many are ill-equipped to meet the challenges of re-integration. Upon release into their community, women are faced with uncertain barriers and challenges using community services to improve their health and well-being and reuniting with families. Few studies have identified and described the barriers of the community health delivery system (CHDS)- a complex set of social, justice, and healthcare organizations that provide community services aimed to improve the health and well-being (i.e. safety, health, the success of integration, and life satisfaction) of justice-involved women. We …

Measurement Of Bystander Actions In Violence Intervention Evaluation: Opportunities And Challenges, Heather M. Bush, Samuel C. Bell, Ann L. Coker

Biostatistics Faculty Publications

Purpose of Review

This review discusses design and methodological challenges specific to measuring bystander actions in the evaluation of bystander-based violence prevention programming. “Bystanders” are defined as people who are present immediately before, during and/or after a violent event, but are not a perpetrator nor the intended victim. Bystander-based violence prevention programs seek to prevent or mitigate violent events by empowering bystanders to intervene on acts of violence and social norms that promulgate violence.

Recent Findings

Effective bystander-based violence prevention programs demonstrate increased bystander intentions, actions, and attitudes [Bringing in the Bystander: Banyard et al. J Community Psychol. 2007;35:463-481; iSCREAM: …

Beyond The Employment Dichotomy: An Examination Of Recidivism And Days Remaining In The Community By Post-Release Employment Status, Amanda Marie Bunting, Michele Staton, Erin Winston, Kevin Pangburn

Behavioral Science Faculty Publications

Criminological research has tended to consider employment in a dichotomy of employed versus unemployed. The current research examines a sample of individuals 1-year post-release to assess the extent to which four distinct employment categories (full-time, part-time, disabled, and unemployed) are associated with reincarceration and days remaining in the community. Findings indicate disabled individuals remain in the community longer and at a higher proportion compared with other employment categories. Furthermore, unique protective and risk factors are found to be associated with each employment category while some risk factors (e.g., homelessness) highlight the importance of addressing reentry barriers regardless as to employment …

Timely Linkage Of Individuals To Substance Use Disorder Treatment: Development, Implementation, And Evaluation Of Findhelpnowky.Org, Terry Lee Bunn, Dana Quesinberry, Tyler Jennings, Amber Kizewski, Heather Jackson, Sarah Mckee, Sarah Eustice

Kentucky Injury Prevention and Research Center Faculty Publications

Background: Substance use disorders (SUD) have steadily increased over the last two decades. Seeking SUD treatment involves searching SUD treatment facility types (inpatient, outpatient and intensive outpatient, residential and family residential, and detoxification facilities) that offer specialized SUD treatment depending on individual needs and preferences. Referrals to SUD treatment require innovative strategies that rapidly link individuals to SUD treatment when they are at the critical stage of readiness. The aim of this study was to develop, implement, and evaluate a user-friendly SUD treatment facility opening availability website called FindHelpNowKY.org. The objectives of the study were to 1) recruit SUD treatment …

Polysubstance Opioid Use In A Justice-Involved Population: An Analysis Of Patterns And Reentry Outcomes, Amanda Marie Bunting

Theses and Dissertations--Sociology

The public health crisis surrounding opioid use is pronounced among justice-involved populations, who face high rates of overdose mortality as well as HIV, and hepatitis C due to injection drug use. The majority of opioid-related overdoses are due to polysubstance use (PSU), and a better understanding of the prevalence and patterns of PSU are necessary in order to inform interventions. This dissertation project has three aims: (1) understand the patterns of opioid PSU among a justice-involved population, (2) identify PSU patterns most at-risk for post-release relapse, and (3) examine engagement in post-release health service utilization. Post-release aims are guided by …

Gun Violence Screening In The Adolescent Setting, Amy Burnett

DNP Projects

Objective: The purpose of this project was to implement a routine gun violence screening tool into practice in order to assess the need for this type of screening in the Adolescent Medicine Clinic at the University of Kentucky.

Methods: This study used a quasi-experimental one group posttest design to examine the impact of the implementation of a gun violence screening tool on the proportion of patients screened and the proportion of patients referred for intervention that screen positive.

Results: There were 44 adolescent patients that participated in this study (n=44). Twelve out of 44 participants screened positive, which means they …

Screening For Alcohol Use, Misuse, Or Abuse In The Primary Care Setting Using The Audit-C Tool: An Extension Study, Courtney Amanda Minnis

DNP Projects

Abstract

PURPOSE: The purpose of this study was to improve alcohol screening rates in one primary care setting by educating and supporting providers and office staff on the use of the Audit-C alcohol screening tool.

METHODS: This study design was a Quasi-Experimental intervention, one group post-test. Data was collected utilizing a retrospective chart review from the electronic medical records of adults over age 18 years by visit type: New Patient Visit, Annual Visit, or Employee Wellness Exam. Data included: demographic data of patient age, race, gender, the Audit-C score, and whether or not an intervention was performed.

RESULTS: Five providers …

A Comprehensive Assessment Of Crisis In Individuals With Intellectual Disabilities And Its Implications For Physical Therapy, Kathleen Sutton

Theses and Dissertations--Rehabilitation Sciences

Advancements in medicine, policy, and societal attitudes have improved life expectancy, socialization, and participation for individuals with intellectual and developmental disabilities (IDD). However, inconsistent or a lack of services may drive healthcare utilization toward expensive emergency care services. This can negatively impact health outcomes and disrupt physical therapy treatment plans, limiting their effectiveness and further placing individuals with IDD at risk for crisis episodes. Because of its subjective nature, quantifying crisis is challenging using current definitions. Rehabilitation professionals are often active members of the care team for individuals with IDD, however no evidence currently exists regarding how the profession can …

Trends And Patterns In Use Of Medications For Opioid Use Disorder In A Commercially Insured Population In The U.S., Catherine Serratore

Theses and Dissertations--Pharmacy

Opioid use disorder (OUD) and opioid overdose are pervasive public health problems in the U.S. Medications for opioid use disorder (MOUD) have been shown effective to reduce OUD morbidity and mortality. Two distinct approaches to MOUD are currently used: agonist therapy (methadone or buprenorphine) or antagonist therapy (naltrexone). Limited information is available about the patterns of use, adherence to therapy, and characteristics of those who use agonist vs. antagonist therapy. The objective of this study is to assess recent trends in MOUD, adherence in use of MOUD, and the characteristics of those who use agonist vs. antagonist therapy in a …

Evaluating The Effects Of Safe Injection Facility Legalization On Fatal And Non-Fatal Overdose And Infectious Disease, Olivia M. Ramirez

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

In 2017, 70,000 lives were lost to fatal drug overdoses with approximately 46,000 of those involving the use of prescription and illicit opioids (CDC, 2018b). Unaddressed, the opioid epidemic is costing large amounts of money, lost productivity and valuable lives.

Injection drug use has also become increasingly common in the United States, as it is an efficient means of consuming opioids. Unfortunately, injecting drugs is also an efficient method of transmitting bloodborne diseases. Estimates show that in the United States, 8% of all new HIV infections in 2010 and 22% of all adults and adolescents with HIV resulted from injection …

Analyzing Differences In Mental Health Treatment Seeking Behavior In Hopkins County, Kentucky, Kathryn Olson Gross

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Rates of mental illnesses are consistently higher in the corrections system at all levels of incarceration. However, local jails are largely unable to meet the mental health needs of their inmates. Considering that there are several barriers to treatment seeking such as stigma, transportation, or availability of services in rural areas already, the treatment seeking behavior of people in jail differs from those not in jail. The objective of this research is to understand the factors that influence treatment seeking behavior among those in jails, and how those factors differ from those not in jail. Overall people in jail had …

Using Mhealth To Increase Treatment Utilization Among Recently Incarcerated Homeless Adults (Link2care): Protocol For A Randomized Controlled Trial, Jennifer M. Reingle Gonzalez, Michael S. Businelle, Darla Kendzor, Michele Staton, Carol S. North, Michael Swartz

Behavioral Science Faculty Publications

Background: There is a significant revolving door of incarceration among homeless adults. Homeless adults who receive professional coordination of individualized care (ie, case management) during the period following their release from jail experience fewer mental health and substance use problems, are more likely to obtain stable housing, and are less likely to be reincarcerated. This is because case managers work to meet the various needs of their clients by helping them to overcome barriers to needed services (eg, food, clothing, housing, job training, substance abuse and mental health treatment, medical care, medication, social support, proof of identification, and legal aid). …

Perceived Importance Of Substance Use Prevention In Juvenile Justice: A Multi-Level Analysis, Jessica M. Sales, Gail Wasserman, Katherine S. Elkington, Wayne Lehman, Sheena Gardner, Larkin Mcreynolds, Tisha Wiley, Hannah K. Knudsen

Behavioral Science Faculty Publications

Background: Youth under juvenile justice (JJ) supervision are at high-risk of adverse outcomes from substance use, making prevention important. Few studies have examined prevention-related attitudes of JJ employees, yet such attitudes may be important for implementing prevention programs. Attitudes toward prevention may reflect individual characteristics and organizational contexts.

Methods: Mixed effects regression was used to analyze data from 492 employees in 36 sites participating in the Juvenile Justice-Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS) cooperative agreement. JJ employees' perceived importance of substance use prevention was measured. Staff-level variables included attitudes, job type, and demographic characteristics. Site-level …

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, Jennifer E. Becan, John P. Bartkowski, Danica K. Knight, Tisha R. A. Wiley, Ralph Diclemente, Lori Ducharme, Wayne N. Welsh, Diana Bowser, Kathryn Mccollister, Matthew Hiller, Anne C. Spaulding, Patrick M. Flynn, Andrea Swartzendruber, Megan F. Dickson, Jacqueline Horan Fisher, Gregory A. Aarons

Center on Drug and Alcohol Research Faculty Publications

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 …

Bystander Program Effectiveness To Reduce Violence Acceptance: Rct In High Schools, Ann L. Coker, Heather M. Bush, Candace J. Brancato, Emily R. Clear, Eileen A. Recktenwald

Obstetrics and Gynecology Faculty Publications

Bystander-based violence prevention interventions have shown efficacy to reduce dating violence and sexual violence acceptance at the individual level yet no large randomized controlled trial (RCT) has evaluated this effect at the high-school level and over time. This rigorous cluster-randomized controlled trial addresses this gap by evaluating intervention effectiveness at both school and individual levels. Kentucky high schools were randomized to intervention or control conditions. In intervention schools educators provided school-wide ‘Green Dot’ presentations and bystander training with student popular opinion leaders. Each spring from 2010 to 2014; 73,044 students completed anonymous surveys with no missing data on relevant outcomes. …

A Longitudinal Analysis Of The Impact Of Child Custody Loss On Drug Use And Crime Among A Sample Of African American Mothers, Kathi L. H. Harp, Carrie B. Oser

Health Management and Policy Faculty Publications

This study examines the influence of child custody loss on drug use and crime among a sample of African American mothers. Two types of custody loss are examined: informal custody loss (child living apart from mother but courts not involved), and official loss (child removed from mother’s care by authorities).

Methods—Using data from 339 African American women, longitudinal random coefficient models analyzed the effects of each type of custody loss on subsequent drug use and crime.

Results—Results indicated that both informal and official custody loss predicted increased drug use, and informal loss predicted increased criminal involvement. Findings demonstrate …

The Evaluation Of The Impact Of Controlled Substance Patient Education In The After Visit Summary On Patient Knowledge Of Controlled Substance Medication, Marie Honeycutt

DNP Projects

The use of opioids is associated with risks for misuse, abuse, addiction and diversion, which are directly related to increased healthcare utilization, increased healthcare cost, and poor patient outcomes. The purpose of this study was to evaluate the impact of controlled substance (CS) patient education that was implemented into the electronic medical record. The objectives were to 1.) assess whether patients received the CS after visit summary (AVS) and 2.) assess differences in pain management knowledge between those who received the AVS and those who did not. Methods This descriptive correlational designed study examined the differences in pain management knowledge …

Evaluation Of The Crafft Substance Use Screening Tool In Primary Care, Leanne Coleman

DNP Projects

PURPOSE: The purpose of this research study was to evaluate the use of the CRAFFT tool within a pediatric primary care setting. The specific objective was to assess the frequency of documentation of substance use screening, counseling, and/or intervention before and after the implementation of the CRAFFT tool.

METHOD: The practice site chose to implement an evidence based adolescent substance use screening tool (CRAFFT Tool) to improve practice. This practice improvement project utilized a descriptive design with a review of electronic medical records before and after a substance use screening tool was implemented. Two hundred medical records were reviewed, 100 …

Implementation Of An Evidenced-Based Opioid Treatment Program To Improve Maternal-Child Outcomes In Eastern Kentucky, Jordan Rice

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

The Kentucky River Area District Health Department proposes implementation of CHARM-Kentucky, a treatment program for pregnant women with opioid use disorder (OUD), in eastern Kentucky. Over 115 Americans die each day from an opioid overdose, resulting in approximately 42,000 deaths in 2016. In addition to an overall increase in opioid use in recent years, the use of opioids in pregnancy has also increased from 1.19 per 1,000 hospital births in 2000 to 5.63 in 2009. Opioid use during pregnancy results in poor neonatal outcomes including: low birth weight, preterm delivery, small head circumference, increased child maltreatment, and risk for long-term …

Physical Aggressiveness And Gray Matter Deficits In Ventromedial Prefrontal Cortex, David S. Chester, Donald R. Lynam, Richard Milich, C. Nathan Dewall

Psychology Faculty Publications

What causes individuals to hurt others? Since the famous case of Phineas Gage, lesions of the ventromedial prefrontal cortex (VMPFC) have been reliably linked to physically aggressive behavior. However, it is unclear whether naturally-occurring deficits in VMPFC, among normal individuals, might have widespread consequences for aggression. Using voxel based morphometry, we regressed gray matter density from the brains of 138 normal female and male adults onto their dispositional levels of physical aggression, verbal aggression, and sex, simultaneously. Physical, but not verbal, aggression was associated with reduced gray matter volume in the VMPFC and to a lesser extent, frontopolar cortex. Participants …

Partner Relationships And Injection Sharing Practices Among Rural Appalachian Women, Michele Staton, Justin C. Strickland, Martha Tillson, Carl Leukefeld, J. Matthew Webster, Carrie B. Oser

Behavioral Science Faculty Publications

Background—The role of relationships in initiating and maintaining women’s risk behaviors has been established. However, understanding factors that may underlie partner relationships and women’s risky drug use, particularly in rural contexts, is limited. This study is the first to examine the association between injecting partners and women’s risky injection practices as a function of relationship power perception.

Methods—Female participants were recruited from three rural jails in the Appalachian region. Women were randomly selected, provided informed consent, and screened for study eligibility criteria. This cross-sectional analysis focuses on women who inject drugs (WWID) during the year before entering jail …

Heroin Use Onset Among Nonmedical Prescription Opioid Users In The Club Scene, Hilary L. Surratt, Steven P. Kurtz, Mance Buttram, Maria A. Levi-Minzi, Maria E. Pagano, Theodore J. Cicero

Center for Health Services Research Faculty Publications

Background—Nonmedical prescription opioid use (NMPOU) is well documented among participants in the club scene, yet prior studies have not examined transition to heroin use. We prospectively examined heroin initiation among a sample of young adults with drug involvement associated with participation in the club scene, to understand factors that influence transition from NMPOU to heroin and to identify opportunities for intervention.

Methods—Data were drawn from a randomized trial that enrolled 750 Miami-based club and prescription drug users through respondent driven sampling, and tested the efficacy of assessment interventions in reducing risk. Participants reported current substance use at baseline, …

Examining The Protective Effect Of Ethnic Identity On Drug Attitudes And Use Among A Diverse Youth Population, Tamika C. B. Zapolski, Sycarah Fisher, Devin E. Banks, Devon J. Hensel, Jessica Barnes-Najor

Educational, School, and Counseling Psychology Faculty Publications

Ethnic identity is an important buffer against drug use among minority youth. However, limited work has examined pathways through which ethnic identity mitigates risk. School-aged youth (N = 34,708; 52 % female) of diverse backgrounds (i.e., African American (n = 5333), Asian (n = 392), Hispanic (n = 662), Multiracial (n = 2129), Native American (n = 474), and White (n = 25718) in grades 4–12 provided data on ethnic identity, drug attitudes, and drug use. After controlling for gender and grade, higher ethnic identity was associated with lower past month drug use …

A Randomized Trial Of Brief Assessment Interventions For Young Adults Who Use Drugs In The Club Scene, Steven P. Kurtz, Mance E. Buttram, Maria E. Pagano, Hilary L. Surratt

Center for Health Services Research Faculty Publications

Background—Efficacious interventions to reduce drug use and its consequences for club drug using populations are not apparent in the literature. We tested interviewer-(CAPI) and self-administered (ACASI) comprehensive health and social risk assessments as distinct interventions compared to waitlist control.

Methods—750 men and women ages 18-39 with multidrug use and heterosexual behavior were randomized in equal proportions to the three conditions. Instrumentation included well-tested measures of drug use, risky sex, mental distress and substance dependence.

Results—The sample was 56% male; mean age=25. Reported risk behaviors and health consequences did not differ by assessment modality. Adjusted HLM analyses showed …

Age Of First Arrest, Sex, And Drug Use As Correlates Of Adult Risk Behaviors Among Rural Women In Jails, Martha Tillson, Justin C. Strickland, Michele Staton

Center on Drug and Alcohol Research Faculty Publications

Incarcerated women frequently report initiation of substance use and sexual encounters at an early age, and often engage in high-risk drug use and sexual behaviors as adults. This study examined the timing of first sex, drug use, and arrest, as well as their unique influences on specific risky behaviors in adulthood, among a high-risk population of rural women recruited from jails. Ages of initiation were all positively and significantly correlated, and each independently increased the likelihood of several risky behaviors in adulthood. Implications are discussed for screening, intervention, and treatment targeting high-risk women and girls in rural areas, particularly within …

Acceptability Of Hiv Testing Sites Among Rural And Urban African Americans Who Use Cocaine, D. Keith Branham, Tyrone F. Borders, Katharine E. Stewart, Geoffrey M. Curran, Brenda M. Booth

Health Management and Policy Faculty Publications

African Americans (AAs) who use cocaine in the Southern region of the U.S. have a relatively high risk of HIV and need for HIV testing. Among this group, those residing in rural areas may have less favorable opinions about common HIV testing sites, which could inhibit HIV testing. We examined rural/urban variations in their acceptability of multiple HIV testing sites (private physician clinic, local health department, community health center, community HIV fair, hospital emergency department, blood plasma donation center, drug abuse treatment facility, and mobile van or community outreach worker). Results from partial proportional odds and logistic regression analyses indicate …

The Impact Of A Civic Service Program On Biopsychosocial Outcomes Of Post 9/11 U.S. Military Veterans, Monica M. Matthieu, Karen A. Lawrence, Emma Robertson-Blackmore

Social Work Faculty Publications

Volunteering as a health promotion intervention, improves physical health, mental health, and social outcomes particularly in older adults, yet limited research exists for veterans. We conducted a preliminary study to explore whether volunteering impacts a variety of biopsychosocial outcomes, including symptoms of post-traumatic stress disorder (PTSD) and depression, among returning military veterans from Iraq and Afghanistan. A survey enrolling a prospective cohort of United States (U.S.) veterans who served in the military after 11 September 2001 and who participated in a national civic service program was conducted. A total of 346 veterans completed standardized health, mental health, and psychosocial self-report …