Health Services Administration Commons^™

Advancing Remote Monitoring For Patients With Alzheimer Disease And Related Dementias: Systematic Review, Mohmmad Arif Shaik, Fahim Islam Anik, Md Mehedi Hasan, Sumit Chakravarty, Mary Dioise Ramos, Mohammad Ashiqur Rahman, Sheikh Iqbal Ahamed, Nazmus Sakib

School of Nursing Faculty Publications

BACKGROUND: Using remote monitoring technology in the context of Alzheimer disease (AD) care presents exciting new opportunities to lessen caregiver stress and improve patient care quality. The application of wearables, environmental sensors, and smart home systems designed specifically for patients with AD represents a promising interdisciplinary approach that integrates advanced technology with health care to enhance patient safety, monitor health parameters in real time, and provide comprehensive support to caregivers. OBJECTIVE: The objectives of this study included evaluating the effectiveness of various remote sensing technologies in enhancing patient outcomes and identifying strategies to alleviate the burden on health care professionals …

Evaluating Algorithmic Bias On Biomarker Classification Of Breast Cancer Pathology Reports, Jordan Tschida, Mayanka Chandrashekar, Alina Peluso, Zachary Fox, Patrycja Krawczuk, Dakota Murdock, Xiao-Cheng Wu, John Gounley, Heidi A. Hanson

School of Public Health Faculty Publications

OBJECTIVES: This work evaluated algorithmic bias in biomarkers classification using electronic pathology reports from female breast cancer cases. Bias was assessed across 5 subgroups: cancer registry, race, Hispanic ethnicity, age at diagnosis, and socioeconomic status. MATERIALS AND METHODS: We utilized 594 875 electronic pathology reports from 178 121 tumors diagnosed in Kentucky, Louisiana, New Jersey, New Mexico, Seattle, and Utah to train 2 deep-learning algorithms to classify breast cancer patients using their biomarkers test results. We used balanced error rate (BER), demographic parity (DP), equalized odds (EOD), and equal opportunity (EOP) to assess bias. RESULTS: We found differences in predictive …

Building Community Through Food And Health: Student Initiatives To Address Food Insecurity In Mississippi, Sarah E. Sawaya

Honors Theses

This thesis explores food insecurity in Oxford and Lafayette County, Mississippi, within the broader context of state, national, and global challenges. Over a four-year period, student-led and community organizations collaborated to design programs that addressed both food access and chronic illness prevention through education, outreach, and direct service. Community input was gathered through health screenings, campus engagement, and informal interviews with residents, which guided the development of practical tools like recipe kits, QR code-based cookbooks, and on-site health education. These efforts were rooted in local partnerships and shaped by the lived experiences of those most affected. This project demonstrates that …

Over-The-Counter Cold Medication Usage Self-Efficacy Among Undergraduate Students In The United States, Ray Goodwin

Honors Theses

Background

This study looks at the trends in over-the-counter medication usage and self-efficacy among undergraduate college students in the United States. Over-the-counter (OTC) medications serve as the most easily accessible and commonly purchased medications and can be used as a basis to determine this demographic’s attitudes and behaviors towards self-medication. In addition, undergraduates represent a diverse population for analyzing differences among demographic groups.

Methods

A Qualtrics survey was sent out to undergraduates across the US via a panel, and the team received 403 useable responses. As part of a larger study, the survey presented participants with four different scenarios at …

Is Anterior Cervical Discectomy And Fusion More Expensive At Quaternary Care Centers? An Application Of Time-Driven Activity-Based Costing, Jay Trivedi, Advith Sarikonda, Adam Leibold, D. Mitchell Self, Nikolaos Mouchtouris, Steven R. Glener, Ashmal Sami, Kavantissa M. Keppetipola, Emily Isch, Joshua Pelta-Heller, Srinivas Prasad, Ashwini Sharan, James Harrop, Alex R. Vaccaro, Ahilan Sivaganesan

Department of Neurosurgery Faculty Papers

OBJECTIVE: Hospital setting is postulated to be a key driver of cost variation for neurosurgical procedures. Limitations in contemporary costing methodologies have led to the development of time-driven activity-based costing (TDABC). This study applies TDABC to anterior cervical discectomy and fusion (ACDF) to compare intraoperative costs at quaternary care centers versus satellite hospitals affiliated with the same health network.

METHODS: Nine hundred and fifty-eight ACDF cases performed at two quaternary care hospitals (n = 806) and six satellite hospitals (n = 152) were reviewed. Process maps were created to map the intraoperative episode, and TDABC methodology was used to calculate …

Optimising Non-Cycloplegic Screening Strategies For Early Detection Of Pre-Myopia And Myopia In Young Children, Síofra Harrington, Michael Moore, James Loughman, Ian Flitcroft, Veronica O'Dwyer

Articles

Purpose: Early detection of myopia is essential to delay its onset and progression. Pre-myopia, defined by an inadequate hyperopic reserve, increases myopia risk in childhood. However, effective screening methods remain limited. This study aimed to develop practical non-cycloplegic screening methods for pre-myopia and myopia in 6- to 7-year-olds to support earlier interventions.

Methods: This cross-sectional study of 621 Irish schoolchildren (mean age: 7.12 ± 0.45 years; 51.8% boys) assessed uncorrected distance visual acuity (UDVA). Cycloplegic spherical equivalent refraction (SER) classified refractive status (myopia: SER ≤ −0.50D; pre-myopia: SER > −0.50 ≤ 0.75D). Pre- and post-cycloplegic SER were measured using the Welch …

Toward The Application Of Natural Language Processing In Electronic Health Record Analysis For Taxonomy Development, Latoya Mcdonald

All Dissertations

Electronic health records (EHRs) are pivotal resources for nurse practice because they increase the timeliness and reliability of patient information at the point of care and support access by multiple healthcare providers and the individual patients themselves. However, it is widely recognized that data extraction from EHRs is challenging due to the variability in the language used in clinical care notes and the lack of standardized terminology across healthcare systems. The broad objective of this dissertation is to develop taxonomy-based classification models for nursing care by applying feature engineering approaches to EHRs that include nursing care of ostomy patients following …

Evaluating Surge Capacity In The Emergency Department: A Comprehensive Literature Review On Preparedness And Response Frameworks, Tanner J. Riscoe

Capstone Experience: Master of Public Health

Medical surge capacity in emergency departments is influenced by four critical factors: staff, stuff, space, and systems. Understanding these factors and the interplay between them is critical. Emergency departments are increasingly encountering issues with overcrowding, patient boarding, and medical surge events causing interruptions in care and depleting critical resources. Coordination of medical surge is challenging during normal operations but is intensified during times of crisis. This comprehensive literature review seeks to better understand the current state of the literature surrounding surge preparedness and response in emergency departments across the United States, identify gaps in the current literature, and ultimately recommend …

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 …

Prescription For Progress: A Retention Plan To Heal The Dying Nurse Workforce, Margaret Curd

Senior Honors Theses

The United States is currently facing an unprecedented nursing shortage which stems from many variables, including a lack of clinical rotation sites for students, increased burnout among current nurses, and a growing retiring workforce. Rising nurse turnover rates negatively impact patient outcomes, which should concern all levels of management. One specific hospital facing such an impact is Advocate Christ Medical Center in Oak Lawn, Illinois. This thesis seeks to address their substandard staffing ratios in an extensive, holistic strategic retention plan. Metrics for proving the plan’s success are provided alongside a discussion of proper calculations for each.

Exploring Anticoagulant Prescription Disparities: A Focus On Hispanic Patient Care, Michael Acevedo, Vanessa Veltre

Rowan-Virtua Research Day

Anticoagulants play a critical role in preventing thromboembolic events, yet disparities persist in their prescription among minority populations. This presentation explores inequities in anticoagulant prescribing patterns, with a specific focus on Hispanic patient care. Using retrospective electronic health record data, we analyzed the prescription rates of warfarin versus direct oral anticoagulants (DOACs) among adults with clinical indications for anticoagulation. Our findings reveal that Hispanic patients are significantly less likely to receive DOACs compared to non-Hispanic White patients, even after adjusting for demographics, comorbidities, and insurance status. Contributing factors include language barriers, lack of insurance, and potential implicit bias in provider …

The Repercussions Of Race-Based Egfr On The Morbidity & Mortality Of Black Children With Renal Disease, Angelina Siino

Rowan-Virtua Research Day

This study investigates the implications of race-based adjustments in estimated glomerular filtration rate (eGFR) calculations on the health outcomes of Black children with renal disease. Historically, a race coefficient has been added to eGFR calculations for patients identified as Black, resulting in an artificial inflation of kidney function by approximately 16%. This inflation can delay the classification of chronic kidney disease (CKD), postpone eligibility for essential interventions like preemptive kidney transplantation, and prolong reliance on maintenance dialysis. Through a comprehensive literature review of peer-reviewed U.S. medical journal articles published between 2000 and 2023, this work explores how these clinical delays …

Relationship Between Maternal Mortality And Zip Code In New Jersey, Katarina Rusinak

Rowan-Virtua Research Day

Maternal mortality remains a pressing public health concern in the United States, with significant disparities influenced by geography and social determinants of health. This study investigates the relationship between zip code-level factors and maternal mortality rates (MMR) in New Jersey (NJ), a state with demographic and socioeconomic diversity. Using data from the NJ Department of Health, CDC, and recent literature, I identified patterns correlating higher MMR with areas experiencing poverty, limited access to healthcare, and predominantly minority populations. Counties such as Essex, Union, and Cumberland—classified as Health Professional Shortage Areas (HPSAs) and Medically Underserved Areas (MUAs)—exhibited particularly high vulnerability. These …

Scoping Literature Review: The Role Of Leptin In Autism Spectrum Disorder (Asd) And Associated Obesity, Diana B. Riestra, Andrea Iannuzzelli

Rowan-Virtua Research Day

Overweight and obesity (OW/OB) are significant concerns among individuals with Autism Spectrum Disorder (ASD), yet the underlying causes remain unclear. Emerging evidence points to metabolic and hormonal factors—particularly leptin, a hormone involved in appetite regulation—as potential contributors. This scoping review examined five key studies from 2003 to 2024 that investigated the relationship between leptin and ASD in overweight populations. Across studies, individuals with ASD consistently exhibited elevated leptin levels compared to controls. While some findings also noted changes in other adipokines, such as lower resistin or progranulin, leptin was the most consistently dysregulated. These patterns suggest systemic alterations in energy …

The Affordable Care Act: Analyzing Rates Of Healthcare Claim Denial, Lauren Sitter

Political Science Theses and Capstones

The United States healthcare industry is an integral aspect of every American’s life. The Affordable Care Act (ACA) in 2010 reformed the healthcare system by expanding coverage to millions of Americans and eliminating claim denials due to pre-existing conditions. It requires participating states to submit transparency data. Despite these reforms, coverage denials continue and vary by plan category, metal level, and among different states. I analyze data from The Kaiser Family Foundation (2023) and The CommonWealth Fund to test the correlation between claim denial and a variety of variables, including state political culture, plan type, metal level, and out-of-pocket costs. …

Evaluating The Impact Of Community Gardens On Social Equity And Public Health: A Case Study Of Caramel Connections Foundation's (Ccf) Seeds Of Joy Community Garden, Elizabeth Pinder

Electronic Theses, Projects, and Dissertations

Community gardens have been increasingly recognized as effective public health interventions that address food insecurity, foster social cohesion, and promote environmental sustainability. This evaluation examines the impact of the Caramel Connections Foundation (CCF) Seeds of Joy Community Garden in Ontario, California, by assessing its effectiveness in advancing social equity, improving public health outcomes, and fostering community engagement. Using an evaluation framework, this study measures key program outcomes, including improvements in community well-being, inclusivity, and access to green spaces.

A mixed-methods evaluation design was applied, incorporating process and impact evaluation methodologies. Secondary data collected from CCF’s existing program records, survey responses, …

Refractive Error And Axial Length (Real) Study: Feasibility Of A Population Study In The United States, Sarah E. Singh Dr, Lisa A. Ostrin, Kristen Kerber Dr, Concepcion Cayle, Celia Gong Dr, Lal Barsha Dr, Ian Flitcroft, Síofra Harrington, James Loughman, Kathryn Saunders Prof, Fuensanta Vera-Diaz Dr

Articles

Myopia is the most common eye disease and a leading cause of blindness. A contemporary, large, and ethnically and geographically diverse study of ocular biometry and refractive error in children in the United States is needed to help better describe differences between myopic and nonmyopic eyes.

This is an initial cross-sectional report from the Refractive Error and Axial Length Growth Curve Study that includes ocular component data as a function of age, gender, and geographic location. This feasibility report will inform a planned larger longitudinal ocular growth study in children in the United States.

Cross-sectional data on children, ages 3 …

Unveiling Patient Satisfaction: Exploring Demographics, Interactions, And Health-Seeking Behavior, Vanessa B. Crowther, Cassandra Shaw-Johnson, Robbya R. Green-Weir, Pia S. Woodley, Marilyn A. Weatherspoon, Errick D. Farmer, Arlesia L. Mathis

Patient Experience Journal

Objective: This study examined the social context of the patient visit (demographics, waiting room experience, patient-provider interaction) and their relationship to satisfaction with the quality of care when seeking medical treatment. It also examined satisfaction as a predictor variable for its effect on three patient behavioral outcomes. Methods: The study was implemented using a cross-sectional quantitative design among adults aged 18 and older. One hundred fifty-eight participants responded to the survey, and the final sample size was n = 147. We employed advanced data analysis, hierarchical regression, three-way ANOVA, linear regression, and logistic regression to examine four outcome variables. Results: …

Inequities In The Rehabilitation Process Of Musculoskeletal Injuries In Maine, Devon A. Grant

Thinking Matters Symposium

Since 2016, Maine’s population has grown as a result of migration and a welcoming of refugees. Changes in state demographics influence the population’s and individuals’ social determinants of health (SDOH) (ie., “where people live, learn, work, and play”) and health literacy (ie., a person’s ability to find, understand, and use information to inform health-related decisions). This project aims to identify the health inequities or disparities throughout Southern Maine in the care of injuries to the lower extremity, such as the knee or ankle, as well as explore factors that influence the healthcare outcomes of athletes in surrounding communities. This study …

What Are The Minimum Dimensions In A Marketing Plan Required For Starting Or Improving Marketing In A Small, New Home Health Agency?, Patrick Baker

MUSC Theses and Dissertations

Objective: To fulfill an unmet need for practical, parsimonious assistance for examples of a practical marketing plan for new, small home health care agencies. The home health (HH) care industry needs customized marketing plans tailored to the unique requirements of small, emerging HH agencies. These plans are essential for navigating the competitive market driven by an aging population and technological advancements. However, the industry's emphasis on this specific aspect is significantly lacking.

Methodology: We reviewed the published literature, numerous books and websites and selected sources that provided practical, small-scale approaches to marketing for health care organizations. We identified specific marketing …

Supreme Court Case Study: The Variation In Rates Of Miscarriage Management Care And Post-Abortion Care Across The Us Before And After The Supreme Court Decision, Ted Sibrian Jr.

MUSC Theses and Dissertations

The paper examines abortion care and the management of miscarriages following the Roe v. Wade decision in restrictive states that do not allow medical intervention due to the vague legal terms. This research evaluates the need to establish protocols for providers when faced with nonviable pregnancies requiring medical intervention. Additionally, the paper highlights the impact across the US on women’s health outcomes by emphasizing the care for miscarriage management. This multi-method paper reviews the current literature on miscarriage management and spontaneous abortion MarketScan® data from commercially insured individuals with an age range of 18-50 years old by regions across the …

Sexually Transmitted Infection (Sti) Incidence And Risk Factors Among People With Hiv (Pwh): Insights From A 13-Year Cohort Study In South Carolina, Salome-Joelle Gass, Shujie Chen, Jiajia Zhang Ph.D., Bankole Olatosi

Faculty Publications

The Ending the HIV Epidemic (EHE) initiative aims to reduce new HIV infections by 90% by 2030 in the United States (US). However, rising sexually transmitted infection (STI) rates exacerbate the bidirectional infection risk between HIV and STIs. Most research on STIs among people with HIV (PWH) has focused on high-risk groups, resulting in limited data on broader populations. This study addresses that gap by examining the incidence and risk factors for gonorrhea, chlamydia, and syphilis in a statewide cohort of PWH in South Carolina. Data from South Carolina’s HIV and STI surveillance systems were linked, and all PWH aged …

Psychological Treatment Behind The Walls:Insights From The Inside, Rogelio Serrano

Psychology Division Scholarship

Repeated eras of mass incarceration, criminalization of marginalized communities, and substance use policies have created a revolving door of justice involved populations. The ever-increasing prison population has repeatedly become the largest contingency of mental health clientele for an overburdened mental health system. Those who work with formerly incarcerated individuals in the community often don’t know the unique set of challenges faced by practitioners within the system. Increased understanding and coordination of care can offer opportunities for sustained recovery and reduced levels of recidivism. In this presentation participants will learn about the unique insights on mental health treatment that can be …

Behere Nevada: Partnership And Policy, Sara Hunt

Community Engagement Expo Research Posters

Partnership: Nevada ranks 51st in the nation for mental illness prevalence and access to care (Mental Health America). Significant shortages in mental health professions, especially in rural areas. Other states using policy and funding to implement a “grow our own” model for behavioral health workforce development. Proposed a behavioral health workforce development center for Nevada.

Challenging Race-Based Health Care Discrimination: A New Private Right Of Action, Aaron Pinkett

Northwestern University Law Review

The Hippocratic Oath calls on doctors to “do no harm.” Yet we know from extensive public health research that clinicians repeatedly cause harm to Black patients by dismissing their medical concerns, misdiagnosing them, and undertreating their pain. These practices of differential treatment for Black patients have led to steadily increasing racial disparities in health care outcomes throughout the United States. Title VI of the Civil Rights Act of 1964 prohibits this type of disparate impact, but modern Supreme Court jurisprudence forecloses opportunities for affected parties to seek legal relief—despite the clearly established legislative intent of Title VI. However, another legal …

Indeterminate Benefit Of Long-Term Beta-Blocker Use After Acute Myocardial Infarction For Some Patients, Logan S. Thayer, Khush Hussain, Nicholas Apostolakis, Gretchen Swift, Arifbillah Sarowar, Mohammad Al-Hadidi, Scott Yaekle

Clinical Research in Practice: The Journal of Team Hippocrates

A clinical decision report using:

Yndigegn T, Lindahl B, Mars K, et. al., Beta-blockers after myocardial infarction and preserved ejection fraction. N Engl J Med. April 7 2024;390:1372-1381. https://doi.org/10.1056/NEJMoa2401479

for a patient showing 55% left ventricular ejection fraction after myocardial infarction.

Impact Of Cde Referral On A1c Control In Adult Type 2 Dm Patients., Alivia Watts Bsn, Rn, Yesica Sanchez Bsn, Rn, Morgan Hilliard Bsn, Rn, Laura Reed Dnp, Fnp-Bc

Doctor of Nursing Practice Projects

Type II Diabetes Mellitus is a chronic health condition impacting many adults in Tennessee. Certified Diabetic Educators (CDEs) are specifically trained in educating and addressing the health care needs of patients with diagnoses of Type I or Type II Diabetes. Research has shown that education conducted by CDEs leads to improved outcomes and self- care in those with diabetes (Bowen, et al., 2016, King et al., 2019). Not only are CDEs cost effective services leading to a decrease in healthcare costs, but they also aid in the improvement of hemoglobin A1C (Hgb A1C) levels and decrease complications associated with Type …

Policy And Practice: Analyzing Abortion Laws And Their Relationship To Competent Women’S Health Services In Ohio, Daija Smith

MUSC Theses and Dissertations

This study examines the relationship between abortion policy changes and women’s health services, focusing specifically on the state of Ohio’s evolving abortion laws and their implications. Using a qualitative approach, the research explores competency's role in addressing mental health disparities among diverse populations and marginalized communities. Through analyzing state policies and interviews with healthcare advance practice providers, this study completed a thematic analysis that identified opportunities such as shaping access and quality of care. The findings aim to inform strategies that reduce health disparities and improve competent care in women’s health services.

Methods For Community-Engaged Data Collection And Analysis In Implementation Research, Lawrence A. Palinkas, Benjamin Springgate, Leopoldo J. Cabassa, Michelle Shin, Samantha Garcia, Benjamin F. Crabtree, Jennifer Tsui

School of Medicine Faculty Publications

BACKGROUND: Community engagement is widely recognized as critical to successful and equitable implementation of evidence-based practices, programs, and policies. However, there are no clear guidelines for community involvement in data collection and analysis in implementation research. METHODS: We describe three specific methods for engaging community members in data collection and analysis: concept mapping, rapid ethnographic assessment, and Photovoice. Common elements are identified from a case study of each method: 1) selection and adaptation of evidence-based strategies for improving adolescent HPV vaccine initiation rates in disadvantaged communities, 2) strategies for implementing medication for opioid use disorders among low-income Medicaid enrollees during …

Evaluating The Current State Of Quality Measure Reporting In The Merit-Based Incentive Payment System, Kinan Sawar, Geoffrey Potts Md

Medical Student Research Symposium

The Merit-Based Incentive Payment System (MIPS) requires physicians to report quality measures along with other metrics that are used to determine an annual percentage adjustment to physician Medicare Part B payments. Unfortunately, physicians have been forced to choose from an ineffective, limited set of quality measures. This has led to an overreliance on process measures, which fail to stratify physician performance effectively; it has also led to differences in the number of reporting options across specialties, resulting in unequal opportunity for physicians to succeed in MIPS. Using Centers for Medicare and Medicaid Services (CMS) public use file data from 2021-2024, …