Digital Commons Network^™

Improving The Healthcare Transition For Adolescents With Asthma: Implementing A Transition Readiness Assessment, Andrea Pauley

DNP Projects

BACKGROUND: Asthma is the most common pediatric chronic disease in the United States and adolescence represents the highest prevalence among all age groups. Transition planning is recommended for all adolescents, especially those with special health care needs (SHCN). Only 17% of adolescents with SHCN receive adequate transition planning.

PURPOSE: The purpose of this study was to implement the Transition Readiness Assessment Questionnaire (TRAQ) for adolescents age 12 years and older with asthma to identify the current level of transition readiness and identify factors associated with readiness.

METHODS: This study was an exploratory, cross-sectional design to evaluate and describe participants’ level …

Psychosocial Mediators Of Perceived Stigma And Suicidal Ideation Among Transgender Women, Krishna Kiran Kota, Laura F. Salazar, Rachel E. Culbreth, Richard A. Crosby, Jamal Jones

Health, Behavior & Society Faculty Publications

BACKGROUND: Transgender women (TGW) in the U.S. experience high rates of stigma, depression, and elevated rates of suicide. This study examined correlates of suicidal ideation and estimated the conditional indirect effects of perceived stigma and psychosocial mediators on suicidal ideation.

METHODS: Using a cross-sectional study design, TGW (N = 92) were recruited through snowball sampling in Atlanta, Georgia. Structured interviews were conducted. Suicidal ideation was assessed by combining two variables that measured suicidal thoughts. Logistic regression models were performed to identify the potential risk and protective factors for suicidal ideation. We examined hypothesized psychosocial factors, including anxiety, depression, psychosocial impact …

Relationship Between Initial Prescription Opioid Exposure Length And Future Opioid Use Disorder Diagnosis In Opioid Naive Adolescents, Eric Lindahl

Theses and Dissertations--Pharmacy

Objectives: The long-term risks associated with the use of short-term prescription opioids in opioid naïve adolescents in not well characterized. The purpose of this study was to explore the potential association between the days’ supply of the initial prescription opioid exposure and the rates of diagnosed OUD in the subsequent 3-year period. Methods: We conducted a retrospective cohort study using a nationwide database of commercially-insured adolescents aged 12-17 at the time of the index opioid fill. A multivariable Cox Proportional Hazard regression model was developed to analyze the association of interest while accounting for known risk factors for the development …

Initial Management Of Meningiomas: Analysis Of The National Cancer Database, Catherine R. Garcia, Stacey A. Slone, Monica Chau, Janna H. Neltner, Thomas A. Pittman, John L. Villano

Neurology Faculty Publications

BACKGROUND: Meningiomas are the most common central nervous system tumor. We describe current trends in treatment and survival using the largest cancer dataset in the United States.

METHODS: We analyzed the National Cancer Database from 2004 to 2014, for all patients with diagnosis of meningioma.

RESULTS: 201,765 cases were analyzed. Patients were most commonly White (81.9%) females (73.2%) with a median age of 64 years. Fifty percent of patients were diagnosed by imaging. Patients were reported as grade I (24.9%), grade II (5.0%), grade III (0.7%), or unknown WHO grade (69.4%). Patients diagnosed by imaging were older, received treatment in …

A Mentor-Led Text-Messaging Intervention Increases Intake Of Fruits And Vegetables And Goal Setting For Healthier Dietary Consumption Among Rural Adolescents In Kentucky And North Carolina, 2017, Alison A. Gustafson, Stephanie B. Jilcott Pitts, Kristen Mcquerry, Oyinlola Babtunde, Janet Mullins

Dietetics and Human Nutrition Faculty Publications

Introduction—Text-messaging interventions hold promise for successful weight loss interventions. However, there is limited research on text-messaging interventions to improve dietary intake among rural adolescents, who are at greater risk for obesity and related risk factors. The goal of this study was to test an eight-week, mentor-led text-messaging intervention among 14–16-year-old rural adolescents: the “Go Big and Bring It Home” Project to improve fruit and vegetable and healthy beverage intake. Methods and Materials—Eight rural high schools in eastern Kentucky and eastern North Carolina participated (n = 4 were randomized as intervention schools and n = 4 were randomized as control …

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 …

An Evaluation Of Depression In Adolescents With Type 1 Diabetes Mellitus, Elleanor Gray

DNP Projects

Depression can significantly affect how adolescents with T1DM self-manage their disease. The combination of depression and diabetes is closely linked to reduction in self-care behaviors, poor treatment adherence, and sub-optimal metabolic control.

PURPOSE: The purpose of this study was to evaluate current screening for depression in adolescents with T1DM and determine the need for additional support or services to improve the quality of routine, follow-up diabetes care.

METHODS: A cross-sectional, retrospective review of electronic medical records was used to evaluate current practice of depression screening for adolescents with T1DM (11-21years) bring followed at a local pediatric diabetes center between April …

Developmental Sequelae In Language, Empathy, Self-Control, And Psychopathy From Infancy To Middle Adolescence, Magda Javakhishvili

Theses and Dissertations--Family Sciences

The present empirical work aims to discern the underlying mechanisms of purported developmental links among several key human characteristics including language skills, self-control, empathy, and psychopathic traits. Accordingly, three interrelated studies are carried out testing the longitudinal associations of various kinds (e.g., direct, indirect, bidirectional) among these constructs. All three studies are conceptually framed in consideration of the extant research and relevant theories. They employ the data set provided by the National Institute of Child Health and Human Development of Early Child Care and Youth Development Study of N = 1,364 children followed from infancy through middle adolescence.

Study 1 …

Serum Nutrient Levels And Aging Effects On Periodontitis, Jeffrey L Ebersole, Joshua Lambert, Heather Bush, Pinar Emecen Huja, Arpita Basu

Biostatistics Faculty Publications

Periodontal disease damages tissues as a result of dysregulated host responses against the chronic bacterial biofilm insult and approximately 50% of US adults > 30 years old exhibit periodontitis. The association of five blood nutrients and periodontitis were evaluated due to our previous findings regarding a potential protective effect for these nutrients in periodontal disease derived from the US population sampled as part of the National Health and Nutrition Examination Survey (1999–2004). Data from over 15,000 subjects was analyzed for blood levels of cis-β-carotene, β-cryptoxanthin, folate, vitamin D, and vitamin E, linked with analysis of the presence and severity of periodontitis. …

Identification Of Susceptibility Pathways For The Role Of Chromosome 15q25.1 In Modifying Lung Cancer Risk, Xuemei Ji, Yohan Bossé, Maria Teresa Landi, Jiang Gui, Xiangjun Xiao, David Qian, Philippe Joubert Joubert, Maxime Lamontagne, Yafang Li, Ivan Gorlov, Mariella De Biasi, Younghun Han, Olga Gorlova, Rayjean J. Hung, Xifeng Wu, James Mckay, Xuchen Zong, Robert Carreras-Torres, David C. Christiani, Neil Caporaso, Mattias Johansson, Geoffrey Liu, Stig E. Bojesen, Loic Le Marchand, Demetrios Albanes, Heike Bickeböller, Melinda C. Aldrich, William S. Bush, Adonina Tardon, Gad Rennert, Susanne M. Arnold

Markey Cancer Center Faculty Publications

Genome-wide association studies (GWAS) identified the chromosome 15q25.1 locus as a leading susceptibility region for lung cancer. However, the pathogenic pathways, through which susceptibility SNPs within chromosome 15q25.1 affects lung cancer risk, have not been explored. We analyzed three cohorts with GWAS data consisting 42,901 individuals and lung expression quantitative trait loci (eQTL) data on 409 individuals to identify and validate the underlying pathways and to investigate the combined effect of genes from the identified susceptibility pathways. The KEGG neuroactive ligand receptor interaction pathway, two Reactome pathways, and 22 Gene Ontology terms were identified and replicated to be significantly associated …

Reproductive Steroids And Adhd Symptoms Across The Menstrual Cycle, Bethan A. Roberts, Tory Eisenlohr-Moul, Michelle M. Martel

Psychology Faculty Publications

Although Attention-Deficit/Hyperactivity Disorder shows (ADHD) male predominance, females are significantly impaired and exhibit additional comorbid disorders during adolescence. However, no empirical work has examined the influence of cyclical fluctuating steroids on ADHD symptoms in women. The present study examined estradiol (E2), progesterone (P4), and testosterone (T) associations with ADHD symptoms across the menstrual cycle in regularly-cycling young women (N=32), examining trait impulsivity as a moderator. Women completed a baseline measure of trait impulsivity, provided saliva samples each morning, and completed an ADHD symptom checklist every evening for 35 days. Results indicated decreased levels of E2 in the context of increased …

Wayne County Board Of Education Adaptation Of Love Notes Curriculum For Adolescent Pregnancy Prevention, Allison Shea Merritt

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

West Virginia has the 8^th highest rate of adolescent pregnancy in the United States and the rate in Wayne County is significantly higher. Adolescent pregnancies cause negative health outcomes for both the baby and the mother. Adolescent mothers are at an increased risk of anemia, preeclampsia, and preterm labor and babies born to adolescent mothers are more likely to have a low birth weight and to have cognitive impairment. To address this burden, the school board has decided to use the ADAPT-ITT framework on the evidence-based Love Notes adolescent pregnancy prevention curriculum to adapt it to be more culturally …

Provider Adherence To Recommendations For Hpv Vaccination In A Family Practice And Pediatric Clinic, Kara Saling

DNP Projects

Background: The HPV vaccination has consistently had lower adherence rates than the goal set by Healthy People 2020. The Advisory Committee on Immunizations Practices (ACIP) now recommends that children (both male and female) 11 to 12 years of age should start to receive the HPV vaccine before exposure to the virus. However, even with the change in the new guidelines, the HPV vaccine administration rates still trail other adolescent vaccinations.

Purpose: The purpose of this project is to identify pediatric and family practice provider adherence to ACIP/CDC recommendations on HPV vaccinations in a Southeastern United States health system in …

An Examination Of Primary Care Providers’ Assessment And Plan Of Care For Children And Adolescents Who Are Overweight Or Obese, Kevin Pinto

DNP Projects

Background: Childhood and adolescent obesity rates have more than tripled since the 1970s. Currently in the United States, one in five children is obese (6-19 years of age). It is important to identify children and adolescents who are overweight or obese because early intervention may help to reduce the long-term implications of obesity. The purpose of this project was to examine how often pediatric primary care providers diagnosed overweight or obesity and created a plan of care for children 6-17 years of age who were overweight or obese. Facilitators and barriers to diagnosing and creating a plan of care were …

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 …

Influence Of Dietary Salt Knowledge, Perceptions, And Beliefs On Consumption Choices After Stroke In Uganda, Martin N. Kaddumukasa, Elly Katabira, Martha Sajatovic, Svetlana Pundik, Mark Kaddumukasa, Larry B. Goldstein

Neurology Faculty Publications

Background

Previous research on Uganda's poststroke population revealed that their level of dietary salt knowledge did not lead to healthier consumption choices.

Purpose

Identify barriers and motivators for healthy dietary behaviors and evaluate the understanding of widely accepted salt regulation mechanisms among poststroke patients in Uganda.

Methods

Convergent parallel mixed methods triangulation design comprised a cross-sectional survey (n = 81) and 8 focus group discussions with 7-10 poststroke participants in each group. We assessed participant characteristics and obtained insights into their salt consumption attitudes, perceptions, and knowledge. Qualitative responses were analyzed using an inductive approach with thematic analytic procedures. Relationships …

Pathway Of Protection: Ethnic Identity, Self-Esteem, And Substance Use Among Multiracial Youth, Sycarah Fisher, Tamika C. B. Zapolski, Chelsea Sheehan, Jessica Barnes-Najor

Educational, School, and Counseling Psychology Faculty Publications

Fifty percent of adolescents have tried an illicit drug and 70% have tried alcohol by the end of high school, with even higher rates among multiracial youth. Ethnic identity is a protective factor against substance use for minority groups. However, little is known about the mechanisms that facilitate its protective effects, and even less is known about this relationship for multiracial youth. The purpose of the present study was to examine the protective effect of ethnic identity on substance use and to determine whether this relationship operated indirectly through self-esteem, a strong predictor of substance use for among adolescent populations. …

Advertising Exposure And Use Of E-Cigarettes Among Female Current And Former Tobacco Users Of Childbearing Age, Kristin Ashford, Emily Rayens, Amanda T. Wiggins, Mary Kay Rayens, Amanda Fallin-Bennett, Molly Malany Sayre

Nursing Faculty Publications

Objective: The study examined the relationship between exposure to e‐cigarette advertising and e‐cigarette use by pregnancy status, including use of flavored e‐cigarette products, among women of childbearing age.

Design: A cross‐sectional, correlational design was used.

Subjects: Female current or former tobacco users in Central and Eastern Kentucky, 18–45 years old (N = 194, 52% pregnant).

Measures: Demographics, pregnancy status, cigarette and e‐cigarette use, and exposure to e‐cigarette advertising.

Results: Younger age, white non‐Hispanic race, and greater exposure to e‐cigarette advertising were associated with a higher likelihood of ever using e‐cigarettes (p < .05 for each variable). Pregnancy was not associated with ever use (p = .11). Younger age was associated …

Mentalizing Skills Do Not Differentiate Believers From Non-Believers, But Credibility Enhancing Displays Do, David L. R. Maij, Frenk Van Harreveld, Will M. Gervais, Yann Schrag, Christine Mohr, Michiel Van Elk

Psychology Faculty Publications

The ability to mentalize has been marked as an important cognitive mechanism enabling belief in supernatural agents. In five studies we cross-culturally investigated the relationship between mentalizing and belief in supernatural agents with large sample sizes (over 67,000 participants in total) and different operationalizations of mentalizing. The relative importance of mentalizing for endorsing supernatural beliefs was directly compared with credibility enhancing displays–the extent to which people observed credible religious acts during their upbringing. We also compared autistic with neurotypical adolescents. The empathy quotient and the autism-spectrum quotient were not predictive of belief in supernatural agents in all countries (i.e., The …

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 …

Social Rejection Magnifies Impulsive Behavior Among Individuals With Greater Negative Urgency: An Experimental Test Of Urgency Theory, David S. Chester, Donald R. Lynam, Richard S. Milich, C. Nathan Dewall

Psychology Faculty Publications

Impulsivity is a multifaceted trait with substantial implications for human well-being. One facet of impulsivity is negative urgency, the tendency to act impulsively in response to negative affect. Correlational evidence suggests that negative affect magnifies impulsive behavior among individuals with greater negative urgency, yet causal evidence for this core pillar of urgency theory is lacking. To fill this gap in the literature, participants (N = 363) were randomly assigned to experience social rejection (a situation shown to induce negative affect) or acceptance. Participants then reported their subjective negative affect, completed a behavioral measure of impulsivity, and reported their negative …

Comparing Adult Cannabis Treatment-Seekers Enrolled In A Clinical Trial With National Samples Of Cannabis Users In The United States, Erin A. Mcclure, Jacqueline S. King, Aimee Wahle, Abigail G. Matthews, Susan C. Sonne, Michelle R. Lofwall, Aimee L. Mcrae-Clark, Udi E. Ghitza, Melissa Martinez, Kasie Cloud, Harvir S. Virk, Kevin M. Gray

Center on Drug and Alcohol Research Faculty Publications

Background—Cannabis use rates are increasing among adults in the United States (US) while the perception of harm is declining. This may result in an increased prevalence of cannabis use disorder and the need for more clinical trials to evaluate efficacious treatment strategies. Clinical trials are the gold standard for evaluating treatment, yet study samples are rarely representative of the target population. This finding has not yet been established for cannabis treatment trials. This study compared demographic and cannabis use characteristics of a cannabis cessation clinical trial sample (run through National Drug Abuse Treatment Clinical Trials Network) with three nationally …

Down Syndrome: Age-Dependence Of Pib Binding In Postmortem Frontal Cortex Across The Lifespan, Harry Levine Iii, H. Peter Spielmann, Sergey V. Matveev, Francesca Macchiavello Cauvi, M. Paul Murphy, Tina L. Beckett, Katie Mccarty, Ira T. Lott, Eric Doran, Frederick A. Schmitt, Elizabeth Head

Sanders-Brown Center on Aging Faculty Publications

Beta-amyloid (Aβ) deposition in brain accumulates as a function of age in people with Down syndrome (DS) with subsequent development into Alzheimer disease neuropathology, typically by 40 years of age. In vivo imaging using the Pittsburgh Compound B (PiB) ligand has facilitated studies linking Aβ, cognition, and dementia in DS. However, there are no studies of PiB binding across the lifespan in DS. The current study describes in vitro ³H-PiB binding in the frontal cortex of autopsy cases with DS compared to non-DS controls. Tissue from 64 cases included controls (N=25) and DS (N=39). In DS, ³H-PiB binding …

Exploring Overlaps Between The Genomic And Environmental Determinants Of Lvh And Stroke: A Multicenter Study In West Africa, Abiodun M. Adeoye, Bruce Ovbiagele, Philip Kolo, Lambert Appiah, Akinyemi Aje, Oladimeji Adebayo, Fred Sarfo, Joshua Akinyemi, Gregory Adekunle, Francis Agyekum, Vincent Shidali, Okechukwu Ogah, Dan Lackland, Mulugeta Gebregziabher, Donna K. Arnett, Hemant K. Tiwari, Rufus Akinyemi, Ojo Olakanmi Olagoke, Ayodipupo Sikiru Oguntade, Taiwo Olunuga, Kelechi Uwanruochi, Carolyn Jenkins, Patrick Adadey, Henry Iheonye, Lukman Owolabi, Reginald Obiako, Samuel Akinjopo, Kevin Armstrong, Albert Akpalu, Adekunle Fakunle

Epidemiology and Environmental Health Faculty Publications

Background

Whether left ventricular hypertrophy (LVH) is determined by similar genomic and environmental risk factors with stroke, or is simply an intermediate stroke marker, is unknown.

Objectives

We present a research plan and preliminary findings to explore the overlap in the genomic and environmental determinants of LVH and stroke among Africans participating in the SIREN (Stroke Investigative Research and Education Network) study.

Methods

SIREN is a transnational, multicenter study involving acute stroke patients and age-, ethnicity-, and sex-matched control subjects recruited from 9 sites in Ghana and Nigeria. Genomic and environmental risk factors and other relevant phenotypes for stroke and …

Serious Mental Illness Among Young Adult Women Who Use Drugs In The Club Scene: Co-Occurring Biopsychosocial Factors, Maayan Lawental, Hilary L. Surratt, Mance E. Buttram, Steven P. Kurtz

Center for Health Services Research Faculty Publications

Young women who regularly attend nightclubs are at risk for numerous health and social consequences, including mental distress, sexual and physical victimization and substance dependence. This paper uses a biopsychosocial framework to examine co-occurring mental health problems, victimization, substance dependence, sexual risk and physical pain among a sample of young women who use drugs (N = 222) in Miami’s club scene. The majority of women were under 24 years old, Hispanic, and identified as heterosexual. Almost all the women reported past 90-day use of alcohol, ecstasy/MDMA, marijuana, cocaine and prescription opioids and benzodiazepines; 32% of women reported being in a …

Contextual Factors And Sexual Risk Behaviors Among Young, Black Men, Jamal Jones, Laura F. Salazar, Richard A. Crosby

Health, Behavior & Society Faculty Publications

Young Black men (YBM), aged 13 to 24 years, face a disproportionate burden of sexually transmitted infections (STIs). STI acquisition among YBM is due to incorrect and inconsistent condom use and is exacerbated by multiple sexual partners. Sexual and reproductive health is influenced by a complex interaction of biological, psychological, and social determinants that contribute to increased risk for STI acquisition. However, there are key social determinants of sexual health that play a major role in adolescent sexual risk-taking behaviors: gender norms, environment, peers, and families as well as a desire to impregnate a woman. Associations between contextual factors (risky …

Demographics, Patterns Of Care, And Survival In Pediatric Medulloblastoma, Emily V. Dressler, Therese A. Dolecek, Meng Liu, John L. Villano

Internal Medicine Faculty Publications

We evaluated the American College of Surgeon’s National Cancer Data Base (NCDB) to describe current hospital-based epidemiologic frequency, survival, and patterns of care of pediatric medulloblastoma. We analyzed NCDB 1998–2011 data on medulloblastoma for children ages 0–19 years using logistic and poisson regression, Kaplan–Meier survival estimates, and Cox proportional hazards models. 3647 cases of medulloblastoma in those aged 0–19 years were identified. Chemotherapy was received by 79 and 74% received radiation, with 65% receiving both therapies. Those who received radiation were more likely to be older than four, while those who received chemotherapy were more likely to be age four …

Incidence Of Cns Tumors In Appalachian Children, Bin Huang, Alice Luo, Eric B. Durbin, Ellen Lycan, Thomas Tucker, Quan Chen, Craig Horbinski, John L. Villano

Markey Cancer Center Faculty Publications

Determine whether the risk of astrocytomas in Appalachian children is higher than the national average. We compared the incidence of pediatric brain tumors in Appalachia versus non-Appalachia regions, covering years 2000–2011. The North American Association of Central Cancer Registries (NAACCR) collects population-based data from 55 cancer registries throughout U.S. and Canada. All invasive primary (i.e. non-metastatic tumors), with age at diagnosis 0–19 years old, were included. Nearly 27,000 and 2200 central nervous system (CNS) tumors from non-Appalachia and Appalachia, respectively comprise the cohorts. Age-adjusted incidence rates of each main brain tumor subtype were compared. The incidence rate of pediatric CNS …

Psychosocial Factors Related To The Intergenerational Transmission Of Externalizing Behaviors In Early Midlife, Chenshu Zhang, Judith S. Brook, Neo K. Morojele, Mario De La Rosa, Carl G. Leukefeld, David W. Brook

Behavioral Science Faculty Publications

Background: To study the intergenerational transmission of externalizing behaviors. Methods: Participants came from a community-based random sample of residents in two upstate New York counties (N = 548). Data were collected from mothers at mean age 40 and from their children from adolescence (mean age = 14, SD = 2.8) to early midlife (mean age = 43, SD = 2.8) at seven time points. Structural equation modeling (SEM) was used to study the psychosocial factors as related to externalizing behaviors in early midlife. Results: First, maternal externalizing behaviors were indirectly associated with the offspring's externalizing behaviors …

Utilization Of Free Medication Samples In The United States In A Nationally Representative Sample: 2009-2013, Joshua D. Brown, Pratik A. Doshi, Jeffery C. Talbert

Institute for Pharmaceutical Outcomes and Policy Faculty Publications

Background—Manufacturers provide free sample medications as a means to increase use of branded medications. Sample use varies year-to-year as branded product patents expire and new products come to market.

Objective—This study sought to describe the use of sample medications during 2009–2013 and assess individual characteristics associated with sample use.

Methods—Data from the 2009–2013 U.S. Medical Expenditure Panel Survey (MEPS) were used. MEPS asks participants whether they received each medication they are taking as a sample. The top 10 medications and medication classes used each year by volume were identified as well as the proportion of people who …