Health Services Administration Commons^™

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 …

Unboxing The Japanese Sojourning Mom’S Pediatric-Going Experience: A Phenomenological Study Of Culturally And Linguistically Appropriate Health Services, Carolyn Oldham

Theses and Dissertations--Education Sciences

This study explores how twelve former Lexington-area Japanese sojourning mothers define culturally and linguistically appropriate services and how culture, gender and language shaped their health care beliefs, behaviors and experiences in pediatric settings. It is a naturalistic, pragmatic line of inquiry born in collaboration with Japanese sojourning moms across cups of matcha 末茶 and mugicha 麦茶. Framed by constructivist and intersectionality research lenses, this phenomenological study seeks to understand how study participants perceived the cultural and linguistic appropriateness of their interactions with Lexington-area pediatric offices and to begin to ascertain the meanings they created based on their subjective experiences. Its …

Understanding Perspectives Of Clinical And Non-Clinical Healthcare Administrators On Culture And Diversity In The Healthcare Workplace, Katherine Counts

Theses and Dissertations--Community & Leadership Development

The racial and ethnic composition of the U.S. population is becoming increasingly more diverse. The 2010 U.S. Census reported a 29% increase in minority groups other than non-Hispanic Whites. In response to these changing demographics, healthcare organizations have struggled to keep pace with these trends in their hiring of a diverse staff. Healthcare leaders appear to be lagging in their efforts to make adequate changes to increase diversity in their organizations. What factors may be contributing to this inequity? One possible explanation is a limited knowledge of healthcare leaders regarding culture and diversity within the workplace. To this end, this …

Behavioral And Enhanced Perinatal Intervention (B-Epic): A Randomized Trial Targeting Tobacco Use Among Opioid Dependent Pregnant Women, Amanda Fallin-Bennett, Michelle R. Lofwall, Teresa M. Waters, Paul Nuzzo, Janine Barnett, Letitia Ducas, Andrea Mccubbin, Niraj R. Chavan, Lisa Blair, Kristin Ashford

Nursing Faculty Publications

Background

Opioid use during pregnancy is a significant public health issue. The standard of care for treating opioid use disorder during pregnancy includes medications for opioid disorder (MOUD). However, tobacco use often goes unaddressed among pregnant women on MOUD. In 2018, our team received a National Institute on Drug Abuse (NIDA) funded R34 to conduct a three year-randomized trial to test the feasibility of a novel tobacco intervention for pregnant women receiving MOUD.

Aims

The aims of this study are: (1) to determine the impact of the B-EPIC intervention on maternal tobacco use and stage of change; (2) to determine …

Risky Substance Use Behaviors Among Adolescents Residing In Non-Metropolitan And Metropolitan Counties In The United States, 2017-2018, Tyrone F. Borders, Michael D. Singleton, Katherine Youngen

Rural & Underserved Health Research Center Publications

Overview of Key Findings

Tobacco Use. The prevalence of any past year tobacco use was significantly higher among non-metropolitan than metropolitan adolescents (13.9% vs. 8.3%). Daily cigarette use in the past 30 days was more than 3 times more prevalent among non-metropolitan than metropolitan adolescents (1.0% vs. 0.3%) and the difference was also statistically significant.

Alcohol Use. Alcohol was the most commonly used substance among both non-metropolitan and metropolitan adolescents, although the differences in prevalence rates for past year and past 30-day alcohol use were not statistically significant. In the past year, 21.8% of non-metropolitan and 21.7% of …

Risky Substance Use Behaviors Among Adults Residing In Non-Metropolitan And Metropolitan Counties In The United States, 2017-2018, Tyrone F. Borders, Michael D. Singleton, Katherine Youngen

Rural & Underserved Health Research Center Publications

Overview of Key Findings

Tobacco Use. Non-metropolitan adults had significantly higher prevalence rates of past year tobacco use (34.7% vs. 27.9%), daily cigarette use in the past 30 days (16.5% vs. 10.3%), and smoking at least 1 pack of cigarettes per day in the past 30 days (46.9% vs. 39.1%) than metropolitan adults.

Alcohol Use. Non-metropolitan adults had a lower prevalence rate of past year alcohol use (64.0% vs. 71.0%), past 30-day alcohol use (48.7% vs. 56.6%), and past 30-day binge drinking (24.5% vs. 26.7%) than metropolitan adults.

Illicit Drug Use. Overall illicit drug use was significantly …

Ethics And Economics Of The Covid-19 Pandemic In The United States, Peter Hilsenrath, Tyrone F. Borders

Health Management and Policy Faculty Publications

The Covid-19 experience provides a natural experiment in personal and social ethics. Difficult decisions are routinely made to optimize lives and livelihoods. This commentary provides background and insight into the ethical and economic foundations underpinning dilemmas of this historic pandemic.

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 …

Rural/Urban Disparities In Utilization Of Diabetes Self-Management Training To The Fee-For-Service Medicare Population, Christian Rhudy, Aric Schadler, Jeffery C. Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• In 2016, rural fee-for-service (FFS) Medicare beneficiaries represented 21.7% of the population diagnosed with diabetes, but only 2.7% of the population utilizing Diabetes Self-Management Training.
• Utilization of DSMT services in 2016 occurred in 76 rural counties and 309 urban counties.
• Average utilization rates of DSMT services were greater in rural counties than urban counties (5.5% vs. 2.5%).

Rural/Urban Disparities In The Utilization Of Health And Behavioral Assessments/Interventions In The Fee-For-Service Medicare Population, Christian Rhudy, Eugene Shin, Jeffery C. Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• In 2016, rural county residents represented 21.8% of the fee-for-service (FFS) Medicare population, but only 1.6% of rural FFS beneficiaries live in a county with local utilization of Health and Behavioral Assessments and Interventions (HBAI) services.
• Utilization of HBAI services in 2016 occurred in 19 (9.7%) rural counties and 176 (90.3%) urban counties.
• Average utilization rates of HBAI services were higher in rural counties than urban counties (0.7% vs. 0.4%).

Rural/Urban Disparities In Utilization Of Medical Nutrition Therapy To The Fee-For-Service Medicare Population, Christian Rhudy, Eugene Shin, Jeffery C. Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• In 2016, 21.8% of the fee-for-service (FFS) Medicare population resided in a rural county, but only 3.7% of enrollees residing in a county with utilization of Medical Nutrition Therapy (MNT) services were rural county residents.
• Utilization of MNT services in 2016 occurred in 92 rural counties and 388 urban counties.
• Average utilization rates of MNT services were greater in rural counties than urban counties (3.1% vs. 1.9%).

Major Depression, Treatment Receipt, And Treatment Sources Among Non-Metropolitan And Metropolitan Adults, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• 7.8% of non-metropolitan (weighted number of persons=2,755,020) and 7.1% of metropolitan (weighted number of persons=14,868,655) adults had past year major depression.
• Treatment receipt (seeing a health professional or using prescription medication for depressive feelings) was similar among non-metropolitan (68.0%) and metropolitan (64.6%) adults.
• A closer examination of the type and source of treatment revealed the following:

• Rates of seeing a health professional were similar among non-metropolitan (60.8%) and metropolitan (58.4%) adults, but rates of using prescription medication for depressive feelings were higher among non-metropolitan (58.2%) than metropolitan (48.6%) adults.
• Rates of visiting a general practice/family doctor …

Healthcare Reform In The U.S. Must Be Driven By Policy And Data, Not Politics And Idealogy, Teresa M. Waters, Michael Karpf

Health Management and Policy Faculty Publications

Background U.S. healthcare spending will reach 20% of GDP by 2026. Despite this spending, almost 14% of our under-65 population still lacks health insurance and out-of-pocket healthcare spending is high. To date, much of the healthcare reform debate has focused on who pays—the government, employers or individuals. Objective To review current healthcare reform issues and evidence. Method We address the questions of how much we pay, how we pay and what we receive for the money as a potential foundation for constructive dialogue. Results U.S. healthcare spending continues to exceed that of other countries, without offering universal coverage. Notwithstanding coverage …

Tolerance Intervals For Time Series Models And Specifying Trimming/Winsorizing Cutoffs, Kedai Cheng

Theses and Dissertations--Statistics

Confidence intervals are used to capture a parameter of interest, usually a mean or a quantile, at a specified confidence level. Prediction intervals are another practical interval that aim at making sound predictions of future values with some confidence. Although these are useful inference tools, neither of them gives people a plausible range of the sampled population. Tolerance intervals are such an inference tool that captures a specified proportion of the sampled population at a predetermined confidence level. In this dissertation, tolerance intervals for an autoregressive process with order p are constructed. In addition, a method of utilizing tolerance interval …

Antiresorptive Bone Therapy Use In Advanced Lung Cancer And Associated Outcomes, Noor Naffakh

Theses and Dissertations--Pharmacy

Background/Rationale: Studies have shown antiresorptive agents decrease skeletal related events in metastatic non-small cell lung cancer. However, two prevalence studies have found low utilization rates of antiresorptive therapy in advanced lung cancer. The first study reported a rate of 14.8% during the 1995-2009 time period, while the second study reported a 33% usage rate during the time frame of 2002-2011. We believe these low utilization rates are associated with the poor prognosis of these patients. The prognosis of advanced lung cancer has improved significantly since these trials were conducted, and the utilization of denosumab has not been evaluated. We hypothesize …

Partial Psychiatric Hospitalization Program Availability In Non-Metropolitan And Metropolitan Hospitals Nationally, Timothy Williams, Tyrone F. Borders, Lindsey Jasinski

Rural & Underserved Health Research Center Publications

Overview of Key Findings

Partial psychiatric hospitalization programs (PPHPs) are intended to reduce or avoid inpatient stays by allowing patients to reside at home while receiving intensive psychiatric services in outpatient settings.

A significantly smaller proportion of non-metropolitan than metropolitan hospitals offer PPHPs.

• 11.4% of non-metropolitan compared to 38.7% of metropolitan hospitals offer PPHPs.
• Regardless of location, hospitals that offer PPHPs have higher patient volumes and more beds than hospitals that offer PPHPs through affiliated providers or do not offer PPHPs at all.

Understanding Lung Cancer Resources And Barriers Among Worksites With Mostly Male Employees In Eight Rural Kentucky Counties: A Focus Group Discussion, Jennifer Redmond Knight, Lucy Hollingsworth Williamson, Debra K. Armstrong, Elizabeth A. Westbrook

Health Management and Policy Faculty Publications

Kentucky has the highest cancer incidence and mortality rates in the United States, and lung cancer is Kentucky's leading cause of cancer deaths. Males in Kentucky have higher lung incidence and mortality rates than females. Through support from the SelfMade Health Network, Kentucky developed a Regional Resource Lead Organization that collaboratively developed a multi-component worksite intervention on lung cancer among male populations. The intervention targets eight Kentucky counties. The first component and focus of this manuscript included focus group meetings with organizational representatives in each county that provide health, educational, and social services to men and worksites. The focus groups …

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 …

Suicidal Thoughts, Plans, And Attempts By Non-Metropolitan And Metropolitan Residence, Kathi Harp, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Key Findings

• Mean prevalence rates for suicidal thoughts, plans, and attempts were significantly higher (P < .05) among residents of non-metropolitan than large metropolitan counties.
• The adjusted odds of suicidal thoughts, plans, and attempts did not improve significantly from 2010 to 2016 among residents of any county type.
• The study findings suggest that suicide prevention interventions should be further targeted toward non-metropolitan counties. However, new interventions may need to be specifically developed to meet the unique needs of residents in non-metropolitan counties.

Evaluation Of A Tennessee Statewide Initiative To Reduce Early Elective Deliveries Using Quasi-Experimental Methods, Michael P. Thompson, Ilana Graetz, Caitlin N. Mckillop, Peter H. Grubb, Teresa M. Waters

Health Management and Policy Faculty Publications

Background: Concerted quality improvement (QI) efforts have been taken to discourage the practice of early elective deliveries (EEDs), but few studies have robustly examined the impact of directed QI interventions in reducing EED practices. Using quasi-experimental methods, we sought to evaluate the impact of a statewide QI intervention to reduce the practice of EEDs.

Methods: Retrospective cohort study of vital records data (2007 to 2013) for all singleton births occurring ≥36 weeks in 66 Tennessee hospitals grouped into three QI cohorts. We used interrupted-time series to estimate the effect of the QI intervention on the likelihood of an EED birth …

Do Hospital Closures Affect Patient Time In An Ambulance?, Suzanne Troske, Alison Davis

Rural & Underserved Health Research Center Publications

When a hospital closes in a community, patients needing emergency care may spend more time in an ambulance to receive care in an emergency department (ED). We explore how hospital closures affect the time a patient travels from an incident location where 9-1-1 was called to the ED in an ambulance.

• Rural patients average an estimated 11 additional minutes in an ambulance the year after a hospital closure in their zip code, a 76% increase compared to before the closure.
• Urban and suburban patients have no change in transportation time in zip codes where a hospital closes.
• Patients over 64 …

Impact Of Prescription Opioid Access Restrictions On Alcohol-Induced Mortality In Kentucky, Changwe Park

MPA/MPP/MPFM Capstone Projects

Prescription drug monitoring programs (PDMPs) are state policy tools to combat risky opioid prescribing. Since 2012, several states began to mandate PDMP use. As mandating use laws have settled down, evaluating potential adverse events becomes possible.

In this study, I focus on alcohol-induced mortality as a potential unintended consequence via substituting alcohol for prescription opioids, since alcohol and opioids are often concurrently misused as a part of pain self-management. Therefore, the aim of this study is to analyze the unintended consequences of prescription opioid access restrictions on alcohol-induced mortality.

I compare the alcohol-induced mortality among adults during pre- and post-revision …

Everybody’S Working (But The Weakened): An Assessment Of Medicaid Work Requirements And Their Administrative Burdens, Samuel Misleh

MPA/MPP/MPFM Capstone Projects

Although Medicaid work requirements are currently halted in both Arkansas and Kentucky, this analysis utilizes the data available to make an assessment and estimate of what Kentucky’s Medicaid enrollment will look like if work requirements similar to those Arkansas had are ever implemented. The relative severity of the administrative burden of such requirements provide a tool for comparison, and a difference-in-differences analysis of the change in Medicaid enrollment between Arkansas and West Virginia, a state that has not implemented and currently has no plans to implement Medicaid work requirements, provide the bases for this estimate. After coding the work requirements …

Patient-Centered Medical Homes In Community Oncology Practices: Changes In Spending And Care Quality Associated With The Come Home Experience, Teresa M. Waters, Cameron M. Kaplan, Ilana Graetz, Mary M. Price, Laura A. Stevens, Barbara L. Mcaneny

Health Management and Policy Faculty Publications

PURPOSE:

We examined whether the Community Oncology Medical Home (COME HOME) program, a medical home program implemented in seven community oncology practices, was associated with changes in spending and care quality.

PATIENTS AND METHODS:

We compared outcomes from elderly fee-for-service Medicare beneficiaries diagnosed between 2011 and 2015 with breast, lung, colorectal, thyroid, or pancreatic cancer, lymphoma, or melanoma and served by COME HOME practices before and after program implementation versus similar beneficiaries served by other geographically proximate oncologists. Difference-in-differences analysis compared changes in outcomes for COME HOME patients versus concurrent controls. Propensity score matching and regression methods were adjusted for …

Update: Rural/Urban Disparities In Pneumococcal Vaccine Service Delivery Among The Fee-For-Service Medicare Population, 2012-2015, Joseph C. Vanghelof, Aric Schadler, Patricia R. Freeman, Jeffery C. Talbert

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Between 2014 and 2015, the number of pneumococcal vaccine services delivered to fee-for-service (FFS) Medicare beneficiaries increased by 380% as a result of uptake of PCV13 vaccine.
• Continued disparities in delivery of pneumococcal vaccine services to FFS Medicare beneficiaries in rural and urban communities are noted, with a 63% higher vaccination rate observed in urban areas.
• The majority of pneumococcal vaccine services delivered to FFS Medicare beneficiaries were provided by primary care providers, although pharmacy providers delivered close to one-fourth (24.2%) of these services.
• Pharmacy providers in rural communities play an increasing role in pneumococcal vaccine …

Effects Of The Affordable Care Act On Health Care Access And Self-Assessed Health After 3 Years, Charles J. Courtemanche, James Marton, Benjamin Ukert, Aaron Yelowitz, Daniela Zapata

Economics Faculty Publications

Using data from the Behavioral Risk Factor Surveillance System, we examine the causal impact of the Affordable Care Act on health-related outcomes after 3 years. We estimate difference-in-difference-in-differences models that exploit variation in treatment intensity from 2 sources: (1) local area prereform uninsured rates from 2013 and (2) state participation in the Medicaid expansion. Including the third postreform year leads to 2 important insights. First, gains in health insurance coverage and access to care from the policy continued to increase in the third year. Second, an improvement in the probability of reporting excellent health emerged in the third year, with …

Cross Jurisdictional Boundaries To Build A Health Coalition: A Kentucky Case Study, Angela L. Carman, Margaret L. Mcgladrey

Health, Behavior & Society Faculty Publications

Cross-jurisdictional sharing is accomplished through collaboration across jurisdictional boundaries to deliver essential public health services and solve problems that cannot be easily addressed by single organizations or jurisdictions. Partners across 10 counties and three public health jurisdictions of the Barren River Area Development District (BRADD) convened as Barren River Initiative to Get Healthy Together (BRIGHT), a community health improvement coalition. Focus groups and interviews with BRIGHT members indicate that the use of effective strategies to focus collaborative health improvement efforts fosters a cohesive coalition even when the group is populated by individuals from across public health jurisdictional boundaries. Focusing strategies …