Digital Commons Network^™

Association Between Insurer Connectivity In Appalachian Population Health Networks And Preventable Hospitalizations: Evidence From Kentucky, Rachel Hogg-Graham, Kelsey R. Gatton, Rick Ingram, Glen P. Mays

Journal of Appalachian Health

Introduction: Addressing complex health and social needs requires cross-sector collaboration to deliver medical, social, and population health services at the community level. Capacity in community health and social services networks may be constrained in regions like Appalachia due to the combined effects of rurality and persistently poor health and social outcomes. One way that cross-sector networks serving low-resource communities can expand their capacity is by engaging partners, like health insurers, who can leverage resources from outside the local area.

Purpose: This study examines insurer connectivity in cross-sector networks across Kentucky’s geographic regions and the association between connectivity and the probability …

The Appalachian Gap In Preventable Hospitalizations: Are We Seeing Any Progress?, Rachel Hogg-Graham, Juan Lang, Teresa M. Waters

Journal of Appalachian Health

Introduction: Previous studies have documented geographic variation in preventable hospitalizations between rural and urban areas, but much less is known about preventable hospitalization patterns between heterogeneous rural areas. Unique challenges related to access of care and poverty may put the rural Appalachian Region at risk for higher rates of preventable hospitalizations.

Purpose: This study examines whether within-rural differences in Kentucky’s preventable hospitalization rates exist and how these differences may be changing over time.

Methods: Longitudinal and geographic trends in county-level preventable hospitalization rates were examined using Kentucky hospital discharge data from 2016 to 2019. Regression models were run to determine …

Impact Of Interprofessional Student Teams At A Remote Area Medical Event In Rural Appalachia, Emily K. Flores, Karilynn Dowling, Caroline Abercrombie Md, Rick L. Wallace

Journal of Appalachian Health

Introduction: Education in interprofessional collaboration is vital to expand healthcare access, especially in areas of higher disparity. To address this need, interprofessional faculty collaborators incorporated undergraduate and graduate health profession students into teams at an annual Remote Area Medical event in rural Appalachia between 2017 and 2020.

Purpose: This article evaluates the impact of an interprofessional student teams model on both patient care experience and students’ interprofessional collaboration attitudes and behaviors.

Methods: Student volunteers completed pre- and post-event surveys containing questions about demographics, open-ended questions, and questions from two instruments: the Student Perceptions of Interprofessional Clinical Education-Revised Instrument, Version 2 …

A Cluster Randomized Controlled Trial For A Multi-Level, Clinic-Based Smoking Cessation Program With Women In Appalachian Communities: Study Protocol For The "Break Free" Program, Joanne G. Patterson, Tia N. Borger, Jessica L. Burris, Mark Conaway, Robert Klesges, Amie Ashcraft, Lindsay Hauser, Connie Clark, Lauren Wright, Sarah Cooper, Merry C. Smith, Mark B. Dignan, Stephenie Kennedy-Rea, Electra D. Paskett, Roger Anderson, Amy K. Ferketich

Psychology Faculty Publications

BACKGROUND: The cervical cancer burden is high among women living in Appalachia. Cigarette smoking, a cervical cancer risk factor, is also highly prevalent in this population. This project aims to increase smoking cessation among women living in Appalachia by embedding a smoking cessation program within a larger, integrated cervical cancer prevention program.

METHODS: The broader program, the Take CARE study, is a multi-site research collaborative designed to address three risk factors for cervical cancer incidence and mortality: tobacco use, human papillomavirus (HPV) infection, and cervical cancer screening. Break Free is a primary care clinic-based implementation program that aims to promote …

Community Strengths And Challenges Related To Opioid Use Disorder In Rural Counties Of East Tennessee, Ashlyn N. Schwartz, Zeruiah V. Buchanan, Laurie L. Meschke

Journal of Appalachian Health

Introduction: Appalachia, particularly Rural East Tennessee, has been and continues to be disproportionately impacted by opioid use disorder and its many tragic ramifications.

Purpose: Community-engaged strategies can inform and support the development of relevant prevention efforts. Hence, people connected to a ten-county rural Appalachian region in East Tennessee were asked to identify and prioritize strengths and challenges related to opioid use disorder (OUD).

Methods: Adult community members (n=577) completed a brief survey administered across 11 days in 2019.

Results: Of the respondents, 85.3% never had been addicted to opioids, but 74.0% had someone close to them with OUD. The most …

Increasing Hpv Vaccination In Elliott And Lawrence Counties, Keeghan Francis

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

Appalachian counties within Kentucky have higher rates of HPV-related cancers, including cervical cancer. HPV vaccines are effective at reducing the risk of cervical cancer, but vaccination coverage in Appalachia remains low. The proposed program relies on recommended strategies to improve vaccine uptake by increasing access and demand for HPV vaccines. This will be done through school vaccine clinics and parent education on HPV, cervical cancer, and HPV vaccines.

Sugar-Sweetened Beverage Consumption Among Adults In Rural Appalachia, Heather Norman-Burgdolf, Emily M. Dewitt, Kathryn M. Cardarelli, Rachel Gillespie, Stacey A. Slone, Alison A. Gustafson

Dietetics and Human Nutrition Faculty Publications

Sugar-sweetened beverage (SSB) consumption is decreasing nationally, yet intakes remain high in certain sub-populations as new varieties of SSBs are introduced. This study aims to expand on SSB intake patterns among adults living in Appalachia to develop policy, systems, and environmental (PSE) interventions to reduce consumption. Baseline cohort surveys were conducted to examine beverage consumption patterns of adults in one rural Appalachian county in Kentucky using a validated BEVQ-15 instrument. Ages were collapsed into three generational groups – Millennials (22–38 years), Generation X (39–54 years), and Boomers/Silents (≥55 years). Over half (n = 81; 54%) of the sample (n = …

The Importance Of Time, Place, And Person: Applying Elementary Epidemiology To Covid-19 Outcomes In Rural Appalachia, Linda Alexander, F. Douglas Scutchfield Md

Journal of Appalachian Health

Since the 1800s this traditional triad of descriptive epidemiology has allowed for effective interventions to deal with epidemics. A focus on time, place, and person also provides a critical framework for interventions in controlling the epidemic by focusing on those populations with the highest risk for disease.

Emergence Of Covid-19 And Patterns Of Early Transmission In An Appalachian Sub-Region, Abbey K. Mann, Timothy A. Joyner, Ingrid E. Luffman, Megan Quinn, William Tollefson, Ashley Frazier

Journal of Appalachian Health

Background: In mid-March 2020, very few cases of COVID-19 had been confirmed in the Central Blue Ridge Region, an area in Appalachia that includes 47 jurisdictions across northeast Tennessee, western North Carolina, and southwest Virginia. Authors described the emergence of cases and outbreaks in the region between March 18 and June 11, 2020.

Methods: Data were collected from the health department websites of Tennessee, North Carolina, and Virginia beginning in mid-March for an ongoing set of COVID-19 monitoring projects, including a newsletter for local healthcare providers and a Geographic Information Systems (GIS) dashboard. In Fall 2020, using these databases, authors …

Perceived Ability To Treat Opioid Use Disorder In West Virginia, A. Brianna Sheppard, Jonathan C. Young, Steve M. Davis, Garrett E. Moran

Journal of Appalachian Health

Introduction: Medication-assisted treatment (MAT) is an evidence-based therapy for opioid use disorder (OUD) that has not been fully implemented in rural areas due to patient, provider, and logistical barriers. Limited information is available on provider perceptions of barriers to MAT in rural Central Appalachia which has very high rates of OUD compared to the rest the United States.

Purpose: Determine perceived barriers for potential prescribers to using MAT, including buprenorphine, as part of treatment for OUD in West Virginia.

Methods: A 30-question, anonymous survey was sent to physicians, physician assistants and advanced practice registered nurses using an online link. Link …

Loss Of Obstetric Services In Rural Appalachia: A Qualitative Study Of Community Perceptions, Caroline R. Efird, David Dry, Rachel F. Seidman

Journal of Appalachian Health

Background: As rural hospitals across the United States increasingly downsize or close, the availability of inpatient obstetric services continues to decline in rural areas. In rural Appalachia, the termination of obstetric services threatens to exacerbate the existing risk of adverse birth outcomes for women and infants, yet less is known about how the cessation of these services affects the broader community.

Purpose: The purpose of this paper is to explain how the loss of local obstetric services affects perceptions of healthcare among multi-generational residents of a remote, rural Appalachian community in western North Carolina.

Methods: An interdisciplinary team of researchers …

Persistent Disparities In Smoking Among Rural Appalachians: Evidence From The Mountain Air Project, Kathryn Cardarelli, Susan C. Westneat, Madeline Dunfee, Beverly May, Nancy Schoenberg, Steven R. Browning

Health, Behavior & Society Faculty Publications

BACKGROUND: Adult smoking prevalence in Central Appalachia is the highest in the United States, yet few epidemiologic studies describe the smoking behaviors of this population. Using a community-based approach, the Mountain Air Project (MAP) recruited the largest adult cohort from Central Appalachia, allowing us to examine prevalence and patterns of smoking behavior.

METHODS: A cross-sectional epidemiologic study of 972 participants aged 21 years and older was undertaken 2015-2017, with a response rate of 82%. Prevalence ratios and 95% confidence intervals for current smoking (compared to nonsmokers) were computed for the entire cohort then stratified by multiple characteristics, including respiratory health. …

In Their Own Words: How Opioids Have Impacted The Lives Of “Everyday” People Living In Appalachia, Patricia Nola Eugene Roberson, Gina Cortez, Laura H. Trull, Katherine Allison Lenger

Journal of Appalachian Health

Introduction: The opioid epidemic is ravaging people, families, and communities in Appalachia. However, limited research has examined how “everyday” people (e.g., not chronic pain patients, not medical professionals) living in these communities how opioids have impacted their lives.

Objective: Identify the perception of the opioid epidemic on individuals, families, and communities from people living in region most impacted regions.

Methods: Patients were recruited at Remote Area Medical clinics throughout Central and Southern Appalachia to complete interviews online (N = 169) or over the phone (N = 26), including one open-ended question about how opioids have impacted their lives.

Results: Using …

Improving Access To Treatment For Opioid Use Disorder In High-Need Areas: The Role Of Hrsa Health Centers, Michael Topmiller, Jennifer Rankin, Jessica L. Mccann, Jene Grandmont, David Grolling, Mark Carrozza, Hank Hoang, Josh Bolton, Alek Sripipatana

Journal of Appalachian Health

Introduction: Despite the opioid epidemic adversely affecting areas across the U.S. for more than two decades and increasing evidence that medication-assisted treatment (MAT) is effective for patients with opioid use disorder (OUD), access to treatment is still limited. The limited access to treatment holds true in the Appalachia region despite being disproportionately affected by the crisis, particularly in rural, central Appalachia.

Purpose: This research identifies opportunities for health centers located in high-need areas based on drug poisoning mortality to better meet MAT care gaps. We also provide an in-depth look at health center MAT capacity relative to need …

Rural Community Toolbox To Help Battle Opioid Epidemic, Liz Carey

Journal of Appalachian Health

An online data repository and toolbox created by the Office of National Drug Control Policy is designed to provide communities with knowledge and resources to fight the opioid epidemic according to their unique needs.

Experiencing Cancer In Appalachian Kentucky, Melanie Mccomsey, David Ahern, Robin C. Vanderpool, Timothy W. Mullett, Ming-Yuan Chih, Meghan Johnson, Michele Ellison, Karen Onyeije, Bradford W. Hesse, Eliah Aronoff-Spencer

Journal of Appalachian Health

Nothing tells the story of people working together better than a community quilt. A diversity of talents, colors, and materials brought together through skill and shared purpose. Perhaps never before have we as Americans needed a stronger reminder that many hands make short work of big problems. The work presented here by the L.A.U.N.C.H. Collaborative offers a new framework for health care that could be compared to a digital quilt, powered by community-based participatory design, with lived expertise and the newest advances in broadband-enabled connected health solutions. This work demonstrates the value and need to engage local communities and what …

Preface: Experiencing Cancer In Appalachian Kentucky, Michele Ellison, Robin C. Vanderpool

Journal of Appalachian Health

Connected cancer care is of increasing importance in light of the COVID-19 pandemic. The Linking & Amplifying User-Centered Networks through Connected Health (L.A.U.N.C.H.) Collaborative in Appalachian Kentucky has pioneered a new roadmap for equipping communities with the transformative power of broadband to innovate around the future of cancer care and to better scale their ideas. The roadmap involves reaching across disciplines, including public health, anthropology, telecommunications, and user-centered design. The goal is to leverage connectivity and cancer communication research and practice to make a real difference for patients and families.

Geographic Variation In The Structure Of Kentucky’S Population Health Systems: An Urban, Rural, And Appalachian Comparison, Rachel Hogg-Graham, Angela Carman, Glen P. Mays, Pierre Martin Dominique Zephyr

Journal of Appalachian Health

Introduction: Research examining geographic variation in the structure of population health systems is continuing to emerge, and most of the evidence that currently exists divides systems by urban and rural designation. Very little is understood about how being rural and Appalachian impacts population health system structure and strength.

Purpose: This study examines geographic differences in key characteristics of population health systems in urban, rural non-Appalachian, and rural Appalachian regions of Kentucky.

Methods: Data from a 2018 statewide survey of community networks was used to examine population health system characteristics. Descriptive statistics were generated to examine variation across geographic regions in …

Appalachian Regional Commission Recovery Ecosystem Background And Overview, Kostas Skordas, Andrew Howard

Journal of Appalachian Health

The Appalachian Regional Commission (ARC) has long addressed issues of substance abuse through funded community-based interventions, research, and sponsored conferences. Recently, the opioid crisis created a new urgency for cross-sector collaboration among various partners and funders dealing with this issue. This commentary provides an overview of recent efforts by the ARC to convene stakeholders to focus on assisting individuals with substance abuse disorder to access recovery services while pursuing education and training necessary to reenter the workforce and gain employment. Two papers have been prepared to describe this year-long effort. One paper focuses on the participatory methods used to gather …

Perspective On Substance-Abuse Recovery Ecosystem From The Appalachian Regional Commission Federal Co-Chair, Tim Thomas

Journal of Appalachian Health

The Appalachian Regional Commission (ARC) is a local, state, and federal partnership focused on economic development in the communities of the Appalachian Region. ARC Federal Co-Chairman Tim Thomas provides his perspective on how an economic development entity, such as ARC, can support efforts to address the Region’s drug crisis in a way that both saves lives and strengthens economic opportunity in communities throughout Appalachia.

Fiscal Challenges And Anticipated Changes To Kentucky's Population Health System, Jeffrey Howard

Journal of Appalachian Health

The hallmark of public health is population-level intervention. However, current public health funding in Kentucky is largely programmatic or disease-based. As a result, public health leaders are not able to appropriately utilize present resources to pursue population health endeavors. However, a recent transformation of the public health system has emphasized multisector partnerships and efficient funding mechanisms that may increase resources to pursue population-level health interventions based on community health assessments.

Barn-Raising On The Digital Frontier: The L.A.U.N.C.H. Collaborative, Bradford W. Hesse, David Ahern, Michele Ellison, Eliah Aronoff-Spencer, Robin C. Vanderpool, Karen Onyeije, Michael C. Gibbons, Timothy W. Mullett, Ming-Yuan Chih, Victoria Attencio, Grant Patterson, Jessica Boten, Christopher Hartshorn, Ben Bartolome, Katie Gorscak, Melanie Mccomsey, Alexandra Hubenko, Bin Huang, Corey Baker, Don Norman

Journal of Appalachian Health

A meta-analysis of oncology papers from around the world revealed that cancer patients who lived more than 50 miles away from hospital centers routinely presented with more advanced stages of disease at diagnosis, exhibited lower adherence to prescribed treatments, presented with poorer diagnoses, and reported a lower quality of life than patients who lived nearer to care facilities. Connected health approaches—or the use of broadband and telecommunications technologies to evaluate, diagnose, and monitor patients beyond the clinic—are becoming an indispensable tool in medicine to overcome the obstacle of distance.

Introducing The L.A.U.N.C.H. Collaborative, F. Douglas Scutchfield Md, Kevin Patrick

Journal of Appalachian Health

The L.A.U.N.C.H. Collaborative: Linking & Amplifying User-Centered Networks through Connected Health: A Demonstration of Broadband-Enabled Connected Health and Community-Based Co-Design brings together a group of organizations that are eager to use Appalachian Kentucky as a site for the development of a project aimed at creating an environment that addresses two of the nation’s major concerns about cancer. First, individuals who live in rural and remote areas are more likely to die of cancer than those who live in urban or suburban settings. And second, geographic obstacles hinder their ability to access evidence-based strategies that can prevent cancer or treat it …

An Interactive, Mobile-Based Tool For Personal Social Network Data Collection And Visualization Among A Geographically Isolated And Socioeconomically Disadvantaged Population: Early-Stage Feasibility Study With Qualitative User Feedback, Katherine S. Eddens, Jesse M. Fagan, Tom Collins

Health, Behavior & Society Faculty Publications

Background: Personal social networks have a profound impact on our health, yet collecting personal network data for use in health communication, behavior change, or translation and dissemination interventions has proved challenging. Recent advances in social network data collection software have reduced the burden of network studies on researchers and respondents alike, yet little testing has occurred to discover whether these methods are: (1) acceptable to a variety of target populations, including those who may have limited experience with technology or limited literacy; and (2) practical in the field, specifically in areas that are geographically and technologically disconnected, such as rural …

Care Coordination For Community Transitions For Individuals Post-Stroke Returning To Low-Resource Rural Communities, Patrick H. Kitzman, Keisha Hudson, Violet Sylvia, Frances Feltner, Johnnie Lovins

Physical Therapy Faculty Publications

High rates of hospital readmissions have been shown within 12 months post-discharge from inpatient rehabilitation following stroke. Multiple studies coupled with our previous work indicate a need for care support for stroke survivors’ transitions to the community. The Kentucky Care Coordination for Community Transitions (KC³T) program was developed to provide access to medical, social, and environmental services to support community transitions for individuals with neurological conditions and their caregivers living in Kentucky. This program assessment was conducted to determine the effectiveness of using a specially trained community health worker to support community transitions. Thirty acute stroke survivors were …

Accuracy Of Name And Age Data Provided About Network Members In A Social Network Study Of People Who Use Drugs: Implications For Constructing Sociometric Networks, April M. Young, Abby E. Rudolph, Amanda E. Su, Lee King, Susan Jent, Jennifer R. Havens

Epidemiology and Environmental Health Faculty Publications

Purpose—Network analysis has become increasingly popular in epidemiologic research, but the accuracy of data key to constructing risk networks is largely unknown. Using network data from people who use drugs (PWUD), the study examined how accurately PWUD reported their network members’ (i.e., alters’) names and ages.

Methods—Data were collected from 2008 to 2010 from 503 PWUD residing in rural Appalachia. Network ties (n=897) involved recent (past 6 months) sex, drug co-usage, and/or social support. Participants provided alters’ names, ages, and relationship-level characteristics; these data were cross-referenced to that of other participants to identify participant-participant relationships and to determine …

High-Risk Travel Distance And Number Of Primary Care Visits In A North Carolina Medicaid Population, Justin Allred, Christopher Duffrin, Jason Brinkley, John Jones

Frontiers in Public Health Services and Systems Research

Background: With nearly 20% of the U.S. population in rural areas, a lack of access to primary care may cause rural residents to forego recommended preventive care procedures, and suffer higher morbidity rates than their urban counterparts.

Methods: Medicaid billing data from 2009 to 2011 were analyzed to calculate the distance and duration that a Medicaid patient population had to travel when seeking primary care in the 29 rural counties of eastern North Carolina. Primary care codes were analyzed to detect any differences in access patterns for various complexity levels of physician visits. Data were also used to evaluate health …

Hiv Vaccine Acceptability Among High-Risk Drug Users In Appalachia: A Cross-Sectional Study, April M. Young, Ralph J. Diclemente, Daniel S. Halgin, Claire E. Sterk, Jennifer R. Havens

Epidemiology and Environmental Health Faculty Publications

BACKGROUND: A vaccine could substantially impact the HIV epidemic, but inadequate uptake is a serious concern. Unfortunately, people who use drugs, particularly those residing in rural communities, have been underrepresented in previous research on HIV vaccine acceptability. This study examined HIV vaccine acceptability among high-risk drug users in a rural community in the United States.

METHODS: Interviewer-administered questionnaires included questions about risk behavior and attitudes toward HIV vaccination from 433 HIV-negative drug users (76% with history of injection) enrolled in a cohort study in Central Appalachia. HIV vaccine acceptability was measured on a 4-point Likert scale. Generalized linear mixed models …

Access To Primary Care: Comparing Driving Distance From Health Professional Shortage Area (Hpsa) Counties Versus Non-Hpsa Counties, Molly Cashion, Stephanie Jilcott-Pitts, Doyle Cummings, Christopher Duffrin, John Jones, Qiang Wu

Frontiers in Public Health Services and Systems Research

The criteria used to identify Health Professional Shortage Areas dates back to the 1970’s and very little has changed since then. This study examined driving distance from patient address to provider address as one component of a geographical HPSA. Primary care-related services located in adjacent areas to whole-county HPSAs are considered excessively distant when travel time exceeds 30 minutes or the equivalent of 20 miles in this study. We found similarities in travel distance to primary care-related services from patients living in HPSA counties compared to those living in non-HPSA counties. This could indicate the need to re-examine HPSA definitions …