Health Services Administration Commons^™

Rural-Urban Differences In Dental Care Utilization After A Public Health Emergency, Quazi Minhaz Tabassum, Redwan Bin Abdul Baten, Ahmed A. Arif

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Past year dental clinic visits declined among both rural and urban populations after the COVID-19 pandemic. However, rural patients are more likely to report delayed dental service utilization than their urban counterparts.

• Participants residing in Medicaid expansion states or with health insurance coverage were 16% less likely to delay dental visits overall.

• The COVID-19 pandemic further worsened the existing challenges in dental healthcare access for urban and rural communities.

Review Of Current Research Describing The Influence Of Non-Health Care Drivers Of Health In Rural And Urban Populations, Katie Youngen, Julia Cecil, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Social determinants of health (SDOH) (also called social drivers of health) are the conditions of the environment where people live, learn, work, and play that are known to affect health outcomes.¹ The primary objective of this literature review is to summarize the most recent literature related to the Healthy People 2030 domains of a) economic stability, b) education access and quality, c) neighborhood and built environment, and d) social and community context.² Our particular focus is on non-health care drivers of health. The secondary objective is to identify gaps in literature applied to rural populations.

Management Of Cardiovascular Disease Risk Factors By Rural And Urban Primary Care Practices, Lars E. Peterson, Zachary J. Morgan

Rural & Underserved Health Research Center Publications

In the United States, over 650,000 people die annually from cardiovascular disease (CVD) with high associated health care and economic costs.1 Despite a strong scientific basis for their beneficial impact on health,2 rates of preventive screening remain low.3 Levels of adherence to preventive guidelines are even lower in African American populations, socioeconomically disadvantaged populations, and underserved rural populations.4 Rural populations have higher rates of modifiable risk factors—obesity, smoking, physical inactivity—for CVD than urban populations and bear a disproportionate burden from CVD.5–7 Rates of undiagnosed and poorly treated high blood pressure are more common in rural areas.8,9 Racial/ethnic minority populations also …

Leveraging Academic Health Departments For Place-Based Disaster Response: Lessons From Helene In Western North Carolina, Danny Scalise Ii, Sarah B. Thach, Ellis V. Matheson

Journal of Appalachian Health

This article examines the role of two Academic Health Departments (AHDs) in Buncombe and Burke Counties, North Carolina in responding to Hurricane Helene in 2024. The partnership between local health departments and the UNC Asheville – UNC Gillings Master of Public Health (MPH) Program fostered a place-based approach to public health. After the hurricane disrupted regional infrastructure, the AHDs integrated students and faculty into recovery efforts. This paper identifies key lessons for strengthening public health preparedness through academic-practice partnerships and highlights the importance of embedding education in local contexts.

Rural Access To Certified Community Behavioral Health Clinics (Ccbhcs), Aaron P. Smith, Jeffrey Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

▪ The number of Certified Community Behavioral Health Clinics (CCBHCs) expanded from 2022 to 2023, increasing from 371 to 480. Most of the growth was driven by rural counties (57.9% increase, 126 to 199) while urban counties increased by 14.7% (245 to 281).

▪ The number of services offered at CCBHCs is similar in both rural and urban localities, but urban CCBHCs were more likely to offer services that cater to a diverse client base, such as speaking different languages, and nicotine cessation programs. Rural CCBHCs were more likely to have programs for minors, veterans, and …

Clinician Attitudes And Experiences In Screening Patients For Social Determinants Of Health Using Prapare, Pranav Rane, Mathew B. Weimer M.D., Adam Baus

Journal of Appalachian Health

Introduction: Social Determinants of Health (SDOH) are the conditions in which people are born, grow, live, work, and age. SDOH significantly influence health outcomes; as such, healthcare systems should screen for patients’ social needs. PRAPARE is standardized screening tool designed to assess and address patients’ social needs.

Purpose: This study examines SDOH screening at Valley Health Systems, a federally qualified health center based in Huntington, West Virginia. The aim of this research is to assess clinician attitudes and experiences in using the PRAPARE tool to screen for SDOH.

Methods: A self-administered online survey was conducted from April to May 2022 …

Association Of State Cannabis Legalization With Cannabis Use Disorder And Cannabis Poisoning, Jayani Jayawardhana, Jialin Hou, Patricia Freeman, Jeffery C. Talbert

Health Management and Policy Faculty Publications

IMPORTANCE Whether state implementation of medical and recreational cannabis laws is associated with increased cannabis use disorder (CUD) and/or cannabis poisoning among adults is not evident.

OBJECTIVE To examine state-level medical and recreational cannabis laws’ associations with CUD and cannabis poisoning, overall and by sex and age subgroups.

DESIGN, SETTING, AND PARTICIPANTS In this longitudinal cohort study, state-level CUD and cannabis poisoning diagnoses from January 2011 to December 2021 were examined across all 50 US states and the District of Columbia before and after the implementation of medical and recreational cannabis laws (MCLs and RCLs, respectively) using a staggered adoption …

Demographic Variation In Continuous Glucose Monitoring Utilisation Among Patients With Type 1 Diabetes From A Us Regional Academic Medical Centre: A Retrospective Cohort Study, 2018–2021, Omer Atac, Kory R. Heier, Daniela Moga, John L. Fowlkes, Min-Woong Sohn, Aaron J. Kruse-Diehr, Teresa M. Waters, Mary E. Lacy

Health Management and Policy Faculty Publications

Objective: While continuous glucose monitoring (CGM) utilisation has been increasing among patients with type 1 diabetes (T1D), few studies have examined patterns of use across age, race/ethnicity and insurance status together. In this study, we examine CGM utilisation among patients with T1D from a regional academic medical centre across all insurance types.

Design and Setting: This is a retrospective cohort study including both paediatric and adult patients with T1D who visited a regional academic medical centre between 1 January 2018 and 31 December 2021.

Methods: Patients were followed from the date of their first T1D encounter during the study period …

Third Party Negotiated Hospital Pricing In Rural And Urban Hospitals Within 12 U.S. States, Lindsey R. Hammerslag, Aaron P. Smith, Jeffrey C. Talbert

Rural & Underserved Health Research Center Publications

No abstract provided.

Acceptability And Feasibility Of Screening With A Pediatric Care Provider-Led Social Determinants Of Health Identification Tool, Alison Eyre, Janice Cohen, Sarah Funnell, Lynsey James, Sheena Guglani, Hounaida Abi Haidar, Lindy Samson, Michelle Ward, Radha Jetty, Megan Harrison, John Lyons Dr., Leigh Fraser-Roberts, Susan Bennet, Douglas Archibald, Soha Khorsand, Tobey Audcent

Health Management and Policy Faculty Publications

Background Complex social determinants of health may not be easily recognized by health care providers and pose a unique challenge in the vulnerable pediatric population where patients may not be able to advocate for themselves. The goal of this study was to examine the acceptability and feasibility of health care providers using an integrated brief pediatric screening tool in primary care and hospital settings.

Methods The framework of the Child and Adolescent Needs and Strengths (CANS) and Pediatric Intermed tools was used to inform the selection of items for the 9-item Child and Adolescent Needs and Strengths-Pediatric Complexity Indicator (CANS-PCI). …

Leveraging Local Knowledge To Contextualize The Opioid Epidemic Within Healing Communities Study Communities: A Photovoice Protocol, Peter Balvanz, Ramona G. Olvera, Margaret Louise Mcgladrey, Marisa Booty, Dacia Beard, Sylvia Ellison, Craig Mcclay, Monica Nouvong, Carrie B. Oser, Owusua Yamoah, Linda Sprague Martinez

Health Management and Policy Faculty Publications

Since its inception 30 years ago, Photovoice has gained increasing popularity as a research method and more recently has been incorporated within randomized controlled trial (RCT) designs. Photovoice is a participatory action research method that pairs photography with focus group discussions to record community strengths and concerns, build critical consciousness, and reach policymakers. Adherence of Photovoice implementation to these original tenets of Photovoice varies. This article provides the Photovoice protocol developed by the authors to improve the methodological rigor of Photovoice integration into RCTs and help contextualize the landscape for the HEALing Communities Study (HCS: NCT04111939), a greater than $350 …

A Sampling Strategy For Longitudinal And Cross-Sectional Analyses Using A Large National Claims Database, Timothy L. Mcmurry, Jennifer M. Lobo, Soyoun Kim, Hyojung Kang, Min-Woong Sohn

Health Management and Policy Faculty Publications

Importance: The United States (US) Medicare claims files are valuable sources of national healthcare utilization data with over 45 million beneficiaries each year. Due to their massive sizes and costs involved in obtaining the data, a method of randomly drawing a representative sample for retrospective cohort studies with multi-year follow-up is not well-documented.

Objective: To present a method to construct longitudinal patient samples from Medicare claims files that are representative of Medicare populations each year.

Design: Retrospective cohort and cross-sectional designs.

Participants: US Medicare beneficiaries with diabetes over a 10-year period.

Methods: Medicare Master Beneficiary Summary Files were used to …

Role Of Social Determinants Of Health And The Renin- Angiotensin Aldosterone System In Risk For Hypertensive Disorders Of Pregnancy And Related Adverse Outcomes., Esther Letushila Ndashaala

Theses and Dissertations--Nutrition and Food Systems

Background: Hypertensive disorders of pregnancy (HDP) represent a significant public health issue, contributing to maternal and fetal morbidity and mortality. Women from lower socioeconomic backgrounds or marginalized racial and ethnic groups face higher risks of HDP, which have been incompletely described. In addition, risk for HDP may be linked to a reduction in the normal activity of the renin-angiotensin-aldosterone system (RAAS). This study investigates the role of socioeconomic factors and RAAS components in the risk for HDP and adverse maternal and neonatal outcomes. Methods: This study is a secondary analysis of data from 180 pregnant individuals from a high-risk maternal-fetal …

Patient Engagement In Patient Portals In Appalachia V. Surrounding U.S. Census Regions: An Analysis Of Hints (Health Information National Trends Survey) Data, 2017–2020, Heather Lea Tudor, Rick Ingram, Sarah Wackerbarth

Journal of Appalachian Health

Introduction: Those living in the Appalachian Region face a greater number of significant health disparities than residents of other areas of the U.S. Patient portals can decrease disparities, increase health literacy, and improve health outcomes.

Purpose: This study explores if those living in the Appalachian Region are offered access to and use their patient portals differently than those in the surrounding U.S. Census regions. Additionally, the study aims to determine if there was a difference in reported reasons for the non-use of patient portals.

Methods: A secondary analysis was completed using data from the National Cancer Institute's Health Information National …

Diabetes Prevalence And Monitoring In Nonmetropolitan And Metropolitan Areas Within A Commercially Insured U.S. Population, Lindsey R. Hammerslag, Jeffery Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Enrollees living in nonmetropolitan areas had 22% higher likelihood of having diabetes, even after controlling for factors like age and region.
• The prevalence of diabetes in 2019-2020 was 7.9% in nonmetropolitan areas and 6.2% in metropolitan areas.
• Annual hemoglobin A1c (HbA1c) testing occurred for 85.1% of nonmetropolitan and 85.7% of metropolitan enrollees with diabetes. After controlling for other factors, we found significantly lower testing for those in nonmetropolitan areas.
• For diabetic enrollees, having an HbA1c test in 2019 was associated with an 8% decrease in the likelihood of non-cardiovascular complications related to diabetes and a 6% …

Deep Community Partnerships: The Future Of Community-Based Senior Care In A Value-Driven Era, Diana Wilcox

DSW Capstone Projects

This capstone reviews three scholarly products that examine how chronically ill older adults interact with healthcare systems and senior service delivery systems in the United States. The systematic literature review examines how community-based senior programs that are funded by the Older Americans Act (OAA) positively impact health outcomes and promote health and wellness among the older adult population. The conceptual paper examines how Accountable Care Organizations (ACOs), Managed Care Organizations (MCOs), Area Agencies on Aging (AAA) interact with the patient and with one another using the lens of Systems Theory. The practice application paper examines best practices regarding care coordination …

Disparities In Mental Health Technology Among African Americans: Breaking Cultural Inclusion Barriers, Nyoki Cosey-Brown

DSW Capstone Projects

Mental health technology is a healthcare delivery model of the future. The engagement in virtual healthcare was intensified when traditional healthcare methods were inaccessible during the federal restrictions implemented due to the COVID-19 pandemic. Utilizing digital apparatuses for healthcare improved the convenience, efficiency, and accessibility of various mental health services that were inoperable in past healthcare models. However, the historical constructs of stigma, discrimination, inequity, exclusion, and structural racism in mental healthcare were prevalent problems that remained present in virtual mental health platforms concerning the experiences of African-American patients and professionals who utilized the spaces.

This research explored mental health …

Increased Rates Of Death From Unintentional Injury Among Non-Hispanic White, American Indian/Alaska Native, And Non-Metropolitan Communities, Lindsey R. Hammerslag, Jeffery Talbert, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Living in a nonmetropolitan area is associated with an increase in the age-adjusted death rate from unintentional injuries, from 46.2 in metropolitan areas to 59.2 in nonmetropolitan areas in 2018, with all races/ethnicity groups affected except for non-Hispanic Black.
• The ratio of unintentional injury deaths in nonmetropolitan areas, compared to metropolitan areas, was 1.28 overall, ranging from 1.05 to 1.56 depending on race and ethnicity.
• American Indians and Alaska Natives have the highest rate of living in nonmetropolitan areas (39.5%), and this group has the greatest increase in death from unintentional injury associated with living in …

The Racial And Ethnic Diversity Of The Family Physician Workforce In Non-Metropolitan And Metropolitan Counties, Lars E. Peterson, Zachary J. Morgan

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• The family physician workforce is becoming more racially diverse; however, non-metropolitan family physicians are not.
• Using data from over 24,000 family physicians who either registered to continue their American Board of Family Medicine (ABFM) certification or completed the graduate survey from 2017 to 2019, we found that early career family physicians are more diverse than later career physicians (66.9% vs. 72.8% White; 58.3% vs. 44.0% female) but, in both groups, the percentage of White non-metropolitan family physicians was even higher (82.7% to 90.5%).
• Minority non-metropolitan family physicians, particularly Black and Native American/Alaska Native physicians, are more …

Non-Metropolitan And Metropolitan Trends In Mental Health Treatment Availability In Community Health And Community Mental Health Centers, Tyrone F. Borders, Timothy Williams, Katherine Youngen, Julia Cecil

Rural & Underserved Health Research Center Publications

Key Findings

The supply of community mental health centers (CMHCs) decreased substantially from 2000 to 2019 and became nearly non-existent in non-metropolitan counties.

• The number of CMHCs in non-metropolitan counties declined from 182 to 15.
• The number of CMHCs in metropolitan counties declined from 582 to 104.

The supply of community health centers (CHCs) offering mental health services increased substantially over the same time period, or from 2000 to 2019.

• The number of CHCs in non-metropolitan counties increased from 184 to 573.
• The number of CHCs in metropolitan counties increased from 126 to 797.

The Impact Of Covid-19 On Collaboration And Turnover Among State Health Leadership, Kaylee Gouge

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

Background/Objectives: State Health Officials (SHOs), the physician-leaders of state public health departments in the US, have long been indicated as potential peacemakers between the fields of medicine and public health. However, the average term length of SHOs has declined in recent years. Meanwhile, the COVID-19 pandemic has increased public visibility of state public health departments and their leadership. Some have hypothesized that the political strain of the pandemic has further accelerated SHO turnover, compromising their leadership efficacy. Contrarily, others have suggested that the pandemic would force public health and organized medicine into closer collaborative alignment through a common enemy. …

Disparities In Uptake Of The Primary Sars-Cov-2 Vaccine Series In A Southern Indiana Vaccine Clinic, Cassidy Padgett

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

Objective: COVID-19 is a potentially severe respiratory disease caused by infection from the SARS-CoV-2 virus. COVID-19 was first discovered in 2019 and vaccines against the virus began development in early 2020. COVID-19 vaccines are effective at preventing severe illness, hospitalizations, and death from SARS-CoV-2 infection. Clark Memorial Health is a 236-bed community health system located in southern Indiana. As one of the first four hospitals in the state of Indiana to receive the Pfizer-BioNTech’s COVID-19 vaccine in December of 2020, this health system led the area in vaccine administration. Prior to the emergency use authorization (EUA) of the COVID-19 vaccines, …

Healthcare Equity For Transgender Individuals, Mollie Staggs

DSW Capstone Projects

In the field of social justice and integrity, Social Work has dedicated itself to improving the welfare of the world, in which we all participate and interact. There are countless issues in our society that warrant professional attention for the fundamental purpose of positively impacting the livelihood of subcategories of people. For this particular Capstone Project, the focus is on transgender individuals’ systemic healthcare barriers that cisgender people within the United States do not similarly experience. The purpose is to unveil these disparities to then pose progressive alterations within the healthcare system to make the navigation and accessibility better for …

Reported Barriers To Hepatitis C Treatment Among Pregnant And Early-Parenting Mothers Undergoing Substance Use Disorder Treatment In One U.S. State, Ayooluwatomiwa Deborah Adekunle, Kathi L. Harp, Zaynab G. Al-Abdali, Agatha S. Critchfield, Sheila Barnhart, Kathleen T. Winter

Health Management and Policy Faculty Publications

Nationwide, the prevalence of the hepatitis C virus (HCV) has risen in recent years. At least 90% of infected persons must be treated to achieve global elimination targets. The current study aimed to explore barriers to, and facilitators of, direct-acting antiviral (DAA) HCV treatment uptake amongst pregnant and early-parenting women undergoing comprehensive substance use treatment. Twenty participants with documented HCV antibody positivity were recruited from two substance use treatment centers in central Kentucky. Semi-structured interviews were conducted to explore knowledge about HCV, previous experiences, and intentions to seek care. Themes were extracted using an inductive analytical approach. Most participants were …

Content Analysis Of Digital Media Coverage Of The Human Papillomavirus Vaccine School-Entry Requirement Policy In Puerto Rico, Vivian Colón-López, Vilnery Rivera-Figueroa, Glizette O. Arroyo-Morales, Diana T. Medina-Laabes, Roxana Soto-Abreu, Manuel Rivera-Encarnación, Olga L. Díaz-Miranda, Ana P. Ortiz, Katelyn B. Wells, Coralia Vázquez-Otero, Pamela C. Hull

Behavioral Science Faculty Publications

BACKGROUND: In August 2018, Puerto Rico (PR) became the 4th state or territory in the United States to adopt a human papillomavirus (HPV) vaccine school-entry requirement, for students 11-12 years old. Evidence suggests that the content of media coverage may impact people's perception of HPV vaccine and their willingness to vaccinate. This study aimed to analyze the content of digital news coverage related to the implementation of the policy in PR.

METHODS: A content review was conducted of digital media published from January 2017 through December 2018. The content reviewed was carried out in two steps: 1) creating a matrix …

Medicare-Paid Naloxone: Trends In Non-Metropolitan And Metropolitan Areas, Chris Delcher, Yue Cheng, Minji Sohn, Jeffery C. Talbert, Patricia R. Freeman

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Medicare pays for the largest share (> 30%) of naloxone dispensed from retail pharmacies in non-metropolitan areas.
• Medicare-paid dispensing has grown since 2013, but from 2017-2018 dispensing growth in non-metropolitan areas slowed considerably compared to metropolitan areas (42% v 121%, respectively).
• As of 2018, the rate of naloxone dispensing to Medicare enrollees in metropolitan areas was approximately double that in non-metropolitan areas (4.9 v 2.9 per 1,000 enrollees, respectively).

Spatial Analysis Of Health Care Utilization Among Medicare Beneficiaries With Coal Workers’ Pneumoconiosis And Other Related Pneumoconiosis, Ahmed A. Arif, Claudio Owusu, Rajib Paul, Christopher M. Blanchette, Ripsi P. Patel, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• The states with the highest number of Medicare beneficiaries with coal workers’ pneumoconiosis (CWP) were Kentucky, West Virginia, Virginia, and Pennsylvania.
• Significant clustering of health care utilization rates for Medicare beneficiaries with CWP was observed in the central Appalachian states of Kentucky, West Virginia, and Virginia.
• Significant clustering of health care utilization rates for Medicare beneficiaries with Other Related Pneumoconiosis was observed in Appalachia and the southeast parts of Texas and Louisiana. This clustering merits additional research to understand underlying disease etiology.

Validation Of Icd-10-Cm Codes For Injuries Complicating Pregnancy, Childbirth And The Puerperium: A Medical Record Review, Anna Hansen, Dana Quesinberry, Peter Akpunonu, Julia Martin, Svetla Slavova

Kentucky Injury Prevention and Research Center Faculty Publications

INTRODUCTION: The purpose of this study was to estimate the positive predictive value (PPV) of International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) codes for injury, poisoning, physical or sexual assault complicating pregnancy, childbirth and the puerperium (PCP) to capture injury encounters within both hospital and emergency department claims data.

METHODS: A medical record review was conducted on a sample (n=157) of inpatient and emergency department claims from one Kentucky healthcare system from 2015 to 2017, with any diagnosis in the ICD-10-CM range O9A.2-O9A.4. Study clinicians reviewed medical records for the sampled cases and used an abstraction form to …

Did Medicaid Slow Declines In Access To Health Care During The Great Recession?, Joseph A. Benitez, Victoria E. Perez, Jie Chen

Health Management and Policy Faculty Publications

OBJECTIVE: We examine whether broadened access to Medicaid helped insulate households from declines in health coverage and health care access linked to the 2007-2009 Great Recession.

DATA SOURCE: 2004-2010 Behavioral Risk Factor Surveillance System (BRFSS).

STUDY DESIGN: Flexible difference-in-difference regressions were used to compare the impact of county-level unemployment on health care access in states with generous Medicaid eligibility guidelines versus states with restrictive guidelines.

DATA COLLECTION/EXTRACTION METHODS: Nonelderly adults (aged 19-64) in the BRFSS were linked to county unemployment rates from the Bureau of Labor Statistics' Local Area Unemployment Statistics Program. We created a Medicaid generosity index by simulating …

Measurement Matters: Changing Penalty Calculations Under The Hospital Acquired Condition Reduction Program (Hacrp) Cost Hospitals Millions, Olga A. Vsevolozhskaya, Karina C. Manz, Pierre M. Zephyr, Teresa M. Waters

Biostatistics Faculty Publications

BACKGROUND: Since October 2014, the Centers for Medicare and Medicaid Services has penalized 25% of U.S. hospitals with the highest rates of hospital-acquired conditions under the Hospital Acquired Conditions Reduction Program (HACRP). While early evaluations of the HACRP program reported cumulative reductions in hospital-acquired conditions, more recent studies have not found a clear association between receipt of the HACRP penalty and hospital quality of care. We posit that some of this disconnect may be driven by frequent scoring updates. The sensitivity of the HACRP penalties to updates in the program's scoring methodology has not been independently evaluated.

METHODS: We used …