Digital Commons Network^™

Drone Medical Package Delivery For Improved Transportation And Better Patient Outcomes Final Implementation Report, Amro El-Adle, Madeline Alden, Yin-Hsuen Chen, Melissa Davidson

Information Technology & Decision Sciences Faculty Publications

The Drone Medical Package Delivery for Improved Transportation and Better Patient Outcomes planning and prototyping grant involves five partners, including Accomack-Northampton Planning District Commission (A-NPDC), Riverside Health System, Old Dominion University (ODU), Virginia Institute for Spaceflight & Autonomy (VISA), Virginia Innovation Partnership Corporation (VIPC), and DroneUp. The partners worked together to address access, safety, reliability and sustainability for medical and emergency response package delivery via drone, specifically, where the use of aerial drones could lead to better patient outcomes and improved safety and emergency response.

The goal of the project was to develop an operational prototype that woul evolve into …

Burnout At University: Cross-Sectional Study Among Dental Students, Manal Elhijazi, Hajar Nafia, Ihsane Benyahya

Health Sciences

Context: The university constitutes a demanding and competitive learning environment which can impact the well-being of students. The objective of this survey is to assess the burnout of students at the faculty of dentistry.

Materials and methods: A cross-sectional study was conducted via an anonymous questionnaire with 3 sections: socio-demographic data, lifestyle and habit, and burnout through the Maslach burnout inventory-student survey (MBI-SS) . Continuous variables were presented as means and standard deviations,categorical variables as numbers and percentages. The variables were tested in univariate analysis to assess predictive factors related to burnout using the Khi-2 test. The significance level was …

The Geography Of Care: Rural Versus Urban Caregiver Perspectives On Community Resources For Parkinson’S Disease Management, Rebecca Jones

Murray State Theses and Dissertations

This qualitative study investigated the experiences and perceptions of caregivers for individuals with Parkinson's disease (PD) in rural versus urban settings, with particular emphasis on their access to and utilization of community resources. Through semi-structured interviews with 30 caregivers, the research explored how geographical location impacts caregiving challenges, support systems, and resource accessibility. Using Andersen's Behavioral Model of Health Services Use as a theoretical framework, the study revealed both universal caregiving challenges and location-specific barriers. While all caregivers reported significant emotional burden and healthcare system navigation difficulties, rural caregivers faced distinct challenges related to resource accessibility and specialized care availability. …

Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski

Publications and Research

Low-lying deltas worldwide are extremely vulnerable to sea-level rise. As the risks of climate-induced flooding become increasingly clear, the thirst for infrastructure-driven adaptation increases. This highlights a patent need to understand the impacts of engineering adaptation solutions, especially those targeting built structures such as dykes and sluices, on farmers from a bottom-up, farmer-centred perspective. The study addresses this call by examining cases where dyke policies, while successful in some dimensions, have undermined small-scale farmer livelihoods in Ca Mau ― Vietnam’s southernmost rural province. It identifies areas in need of attention and adds empirical data related to this group of farmers. …

Identifying Intangible And Biocultural Heritage Elements Toward Environmental Understanding: Engaging Stakeholders Through Art, Martha B. Lerski

Publications and Research

Grounded in a case study in Barbuda in the Caribbean, this research examines sustainability from the perspective of what arts and heritage can contribute to community engagement and local and broader understandings about the environment. This article documents a growing body of literature recognizing the role of arts and culture, including local knowledge and traditional ecological knowledge (TEK), in climate change endeavors. Art and TEK present expansive world views. Contextual information situates research done on the island of Barbuda pre- and post-Hurricane Irma. Visual arts workshops engaged community members in mixed methods research. Results documented cultural elements, particularly intangible and …

Enhancing Intraprofessional Collaboration In Occupational Therapy: Evaluation Of An Online Course For Canadian Ot And Ota Students, Teresa R. Avvampato, Dianna Fong-Lee, Mark Hall, Marcia Finlayson

Journal of Occupational Therapy Education

An environmental scan conducted in 2022 highlighted a need for enhanced preparation for collaboration between occupational therapists (OTs) and occupational therapist assistants (OTAs) in Ontario, Canada. In response, an online course was developed to disseminate knowledge needed for effective OT-OTA intraprofessional collaboration (IntraPC) in the Canadian context. The objective of this study was to evaluate the effectiveness of the online course to improve perceived preparedness among Canadian OT and OTA students for OT-OTA IntraPC. Participants were Master’s-level OT students and diploma-level OTA students studying in Canada (N = 136), who were invited to complete the course by their program instructors. …

Temporal Occupational Patterns Amidst Covid-19: A Comparative Analysis Of Occupational Therapy Graduate Students’ Self-Reports, Amanda C. Jozkowski, Julie M. Werner, Meagan Downey

Journal of Occupational Therapy Education

This study employed a qualitatively-driven mixed method approach to exploring temporal occupational patterns among occupational therapy graduate students in the United States during the COVID-19 pandemic. Data collected from cohorts in 2021 and 2022 were contrasted with those previously reported for 2019 and 2020, highlighting how these patterns evolved over time. Notable changes in time use were identified between the 2021 and 2022 cohorts. In 2022, students reported increased time spent in class and in driving/community mobility, while their time dedicated to physical activity, health maintenance, and family interactions declined. The analysis revealed the complexity of students' time use due …

Materal Care In Focus: Non Birthing Facility Administrative Report, Juliana Antwi, Andrew Williams

Public Health Faculty Publications

A snapshot of facility types, staffing, and service gaps across North and South Dakota-this survey reveals key challenges and opportunities to strengthen maternal healthcare through the work of the NDPQC.

Oregon Doula Workforce Analysis, Aisha K Gilmore, Apoorva Somayazulu, Lindsay Dickey, Rosemelty Jimenez Medal

Articles, Abstracts, and Reports

No abstract provided.

High-Resolution Geospatial Database: National Criteria-Air-Pollutant Concentrations In The Contiguous U.S., 2016–2020, Tianjun Lu, Sun-Young Kim, Julian D. Marshall

Epidemiology and Environmental Health Faculty Publications

Concentration estimates for ambient air pollution are used widely in fields such as environmental epidemiology, health impact assessment, urban planning, environmental equity and sustainability. This study builds on previous efforts by developing an updated high-resolution geospatial database of population-weighted annual-average concentrations for six criteria air pollutants (PM_2.5, PM₁₀, CO, NO₂, SO₂, O₃) across the contiguous U.S. during a five-year period (2016–2020). We developed Land Use Regression (LUR) models within a partial-least-squares–universal kriging framework by incorporating several land use, geospatial and satellite–based predictor variables. The LUR models were validated using conventional …

Exploring The Mental Impact Of End-Of-Life Care Exposure On Neonatal Nurses: Perspectives And Insights, Kaith Monterroso

Nursing | Senior Theses

Purpose: This research investigates education interventions aimed to improve neonatal nurses’ knowledge in End-of-Life Care (EoLC), with a goal in improving their mental health using coping strategies. This study seeks to, in the end, deliver effective sensitive and comprehensive care during EoLC. Improved education in this area is expected to enhance higher quality of care while fostering better mental health outcomes for nurses themselves. Methods: The proposed research utilizes a pre- and post-test design to evaluate the effectiveness of education and training in nurses who have a minimum of 3 to 4 years of experience in the Neonatal Intensive …

A Question For The Ages: The Relationship Between Nurse Staffing And Quality In Appalachian Skilled Nursing Facilities, Eric Jason Pulice

Theses, Dissertations and Capstones

Nurse staffing levels have been shown to have a critical impact on nursing quality in skilled nursing facilities (SNFs). Sociodemographic disparities in Appalachian areas have the potential to impact SNF nurse staffing levels and quality. This study examined the relationship between nurse staffing levels and quality in Appalachian SNFs, as well as compliance with the Biden Administration’s minimum staffing mandates as set forth in CMS-3442-F enacted on June 24, 2024.

The study applied Resource Dependency Theory (RDT) through Donabedian’s Structure-Process-Outcome (SPO) conceptual framework to assess how external resource constraints and regulatory policies impact nurse staffing levels and quality in Appalachian …

Social And Structural Determinants Of Mammography Screening Rates Among Female Medicare Beneficiaries: A Retrospective Analysis, Stephen Fuglsang, Rakhsha Khatri

Scholarship in Medicine - All Papers

Introduction: Despite Medicare fully covering annual mammogram costs, less than one half of female Ohio residents aged 65-74 sought yearly mammograms. As such, our analyses explore which social and structural determinants of health predict the likelihood that a woman aged 65-74 on Medicare will receive an annual mammogram.
Methods: This retrospective analysis utilized data from the County Health Rankings database, focusing on female Medicare enrollees aged 65-74. Mammography screening rates were compared across counties within Ohio, Michigan, and Missouri. Pearson and Spearman correlation tests were employed to examine relationships between English non-proficiency, high school graduation rates, residential segregation, primary care …

From Fields To Fast Foods: Food Culture, Identity, And Health In Puerto Rico Under The U.S. Empire, Ivanna Morales Mercado

CMC Senior Theses

Operation Bootstrap, launched in 1947, fundamentally altered Puerto Rico’s economy, just as much as its food culture. Prioritizing manufacturing over agriculture led to the collapse of the island’s farming sector, increasing reliance on food imports and leading to a rise in diet-related diseases such as obesity, type 2 diabetes, and cardiovascular issues. This thesis examines the legacies of Operation Bootstrap on Puerto Rico’s food system, health outcomes, and cultural identity by emphasizing the need to value intergenerational knowledge. The oral history research in this study highlights the importance of intergenerational knowledge in reclaiming sustainable agricultural practices and healthy, culturally significant …

Neural Correlates Of Attentional Biases In Dietary Choice: Role Of Childhood Socioeconomic Status, Justine Jamie N. Gotico

CMC Senior Theses

Childhood poverty has been shown to increase adult risk for obesity above and beyond its direct effects on adult socioeconomic status (SES). One proposed mechanism of these effects is by shifting behavioral patterns of dietary consumption and choice, for example by increasing rapid attention to high-calorie unhealthy foods. Yet, whether such neural mechanisms can explain observed differences in dietary behavior based on childhood SES remains an open question. Here we used event-related potentials (ERPs) to examine early attentional correlates of low childhood SES during a dietary choice task, based on research suggesting that early attentional biases toward high-calorie foods emerge …

Examining Intersectional Factors In Infant Mortality: The Role Of Race, Geography, And Socioeconomic Status In Ohio, Catherine Tran, Rebekah Murray

Scholarship in Medicine - All Papers

Background: Aspects of a mother’s identity such as race, socioeconomic status, and geographical location can impact healthcare access and outcomes, especially infant mortality.
Objective: The aim of this study is to identify how different variables relating to a mother’s identity intersect with one another to impact infant mortality rate in Ohio.
Methods: Data for infant mortality rate, racial residential segregation index, patient race by percentage, and median household income was collected from County Health Rankings, and data was analyzed using IBM SPSS Statistics.
Results: A linear regression found that the best fitting model including median household income and percent Black …

Barriers Of Access Of Infertility Treatment: A Literature Review, Karlee Carney, Danielle N. Craven, Aine O'Connor

SPARK Symposium Presentations

Background: Infertility is experienced by 17.5 % of the world’s adult population, and research indicates that it will only worsen. Objective: This literature review aims to highlight a few of the barriers that interfere with an individual’s ability to receive care. Methods: A search was conducted across PubMed and Embase since August 2024. Search terms such as socioeconomic status, infertility, fertility education, fertility treatment, affordability, IVF, poverty, IUI, and sterility were used. Data was extracted via an Excel Spreadsheet, highlighting the type of study, fertility treatment assessed, social determinants of health assessed, and study limitations. Results: Our research yielded 15 …

Multimodal Wearable Intelligence For Dementia Care In Healthcare 4.0: A Survey, Po Yang, Gaoshan Bi, Jun Qi, Xulong Wang, Yun Yang, Li Da Xu

Information Technology & Decision Sciences Faculty Publications

As a new revolution of Ubiquitous Computing and Internet of Things, multimodal wearable intelligence technique is rapidly becoming a new research topic in both academic and industrial fields. Owning to the rapid spread of wearable and mobile devices, this technique is evolving healthcare from traditional hub-based systems to more personalised healthcare systems. This trend is well-aligned with recent "Healthcare 4.0" which is a continuous process of transforming the entire healthcare value chain to be preventive, precise, predictive and personalised, with significant benefits to elder care. But empowering the utility of multimodal wearable intelligence technique for elderly care like people with …

A Qualitative Study Of End-Stage Liver Disease And Liver Transplant Referral Practices Among Primary Care Providers In Nonurban America, Vashisht Madabhushi, Matthew Wright, Gabriel Orozco, Allison Murphy, Antonio R. Garcia, Natalie D. Pope, Xiaonan Mei, Alexandra Cocca, Roberto Gedaly, Meera Gupta

Surgery Faculty Publications

Purpose: In rural America, the road to obtaining a liver transplant (LTX) often starts at the primary care provider’s (PCP’s) office. Patients with end-stage liver disease (ESLD) in rural communities experience lower rates of wait-listing and higher mortality. This study identifies issues related to the knowledge and perceptions of ESLD and LTX referral among PCPs in rural Kentucky (KY).

Methods: The study protocol involved relying upon a semistructured outline to explore the knowledge, attitude, and perceptions of PCPs toward ESLD and LTX referral among PCPs in rural KY. Inductive thematic analysis was utilized to identify, analyze, and report themes.

Findings: …

Gut Microbiome, Neuroinflammation, And Fetal Alcohol Spectrum Disorders: Insights From Rodent Models, Abdulrahman M. Busayli, Wenhua Xu, Ghaidaa A. Raffah, Gang Chen

Pharmacology and Nutritional Sciences Faculty Publications

Fetal alcohol spectrum disorder (FASD) is a significant public health issue that affects children. It results from ethanol exposure during pregnancy, leading to considerable physical, neurodevelopmental, behavioral, and cognitive deficits. The exact mechanism is not well understood. Recently, considerable attention has been focused on the influence of gut microbiome on brain development through the gut–brain axis. Changes in the gut microbiome resulting from ethanol exposure may contribute to the pathology of FASD, potentially involving neuroinflammation. This literature review summarizes the existing research and primary animal studies on the impact of early ethanol exposure on the gut microbiome, neuroinflammation, brain development, …

A Case Study In Program Evaluation, Soma Dutta

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

Program evaluation is a systematic process of assessing a program’s design, implementation, and outcomes to determine its effectiveness, efficiency, and impact, guiding data-driven improvements and decision-making. The Centers for Disease Control and Prevention (CDC) Evaluation Framework provides a structured approach to assessing public health programs, ensuring they are effective, accountable, and continuously improving. By systematically applying this framework, evaluations can provide actionable insights that inform program improvements, guide resource allocation, and ensure that evaluations are practical and meaningful to all stakeholders involved (Centers for Disease Control and Prevention, 2024).

The Bourbon County Health Department (BCHD) has implemented a Physical Activity …

Ancestry-Dependent Immunologic And Prognostic Effects Characterize The Prostate Cancer Urinary Proteome, Annie Ha, Jaron Arbet, Zhuyu Qiu, Amanda Khoo, Brian P. Main, Meinusha Govindarajan, Matthew Waas, Stanley K. Liu, O. John Semmes, Julius O. Nyalwidhe, Paul C. Boutros, Thomas Kislinger

Leroy T. Canoles Jr. Cancer Research Center Faculty Publications

Urine is an attractive biomarker analyte for non-invasive longitudinal monitoring of health and disease, particularly for diseases of the genitourinary tract, like prostate and bladder cancer. The composition of an individual's urine reflects both genetic and lifestyle characteristics that differ across geographies and populations, like diet, hydration and other socio-economic factors. While men of African ancestry have elevated prostate cancer risk, it is unclear to what extent this influences urinary biomarkers. We therefore quantified the urinary proteomes of 329 localized prostate cancer patients: 135 self-identifying as White and 194 self-identifying as Black. We identified 110 proteins that significantly differed between …

Stroke Recovery Throughout The Continuum Of Care: A Dual Component Educational Manual, Jordyn Marie Wolff

Occupational Therapy Capstones

Introduction: One of the leading causes of death in the United States are strokes (Centers for Disease Control and Prevention [CDC, 2024]). People who have had a stroke and their caregivers go through various phases of recovery throughout the continuum of care. Therefore, providing education to the individual who had a stroke and their caregiver is a critical component through different phases of recovery. Not only is education an important component, but addressing team communication strategies are critical as well for improved quality of care and team collaboration. The goal of this capstone was to improve the educational need by …

Racial Diversity Matters: Experiences Of Dental Hygienists Of Color In Education And Practice, Sonika Masih

All Graduate Theses, Dissertations, and Other Capstone Projects

Oral health is important to overall health. Poor oral health can affect a person’s ability to smile and chew, and can negatively affect their self-esteem. Poor oral health can lead to systemic diseases and even death. Therefore, access to dental care is vital for maintaining a quality of life, but people of color often lack access to this essential care. Negative stereotyping, color blind attitudes, and providers' biases are barriers for people of color to access dental care. Dental hygienists play a crucial role in removing barriers to oral healthcare for underserved populations. However, the dental hygiene profession does not …

Evaluating A Public Health Program Using The Cdc Framework: A Case Study Approach, Brooke A. Poe

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

In Bourbon County, Kentucky, where rural health challenges and chronic disease burdens persist, a coalition of public health partners set out to improve population-level physical activity through an innovative, community-centered initiative. The Bourbon County Physical Activity Program emerged through collaboration between the Bourbon County Health Department, the University of Kentucky College of Public Health, and UK HealthCare. Together, these partners designed a six-month intervention that combined discounted YMCA memberships, partnerships with employers, a physical activity tracking app with behavioral incentives, and community-wide events to promote accessible and sustained engagement.

Guided by the CDC’s framework for program evaluation in public health, …

Bridging The Digital Divide In Biomedical Healthcare: Policy Solutions For Equity In Access, Literacy, And Infrastructure, Brooke E. Turner, Emmy L. Colon Alamo

Undergraduate Scholarship and Creative Works

This paper explores the intersection of digital inequity and biomedical healthcare access in the United States, positioning the digital divide as a structural determinant of health. As telehealth and digital platforms become central to care delivery, communities lacking broadband infrastructure, digital literacy, and affordable internet access face compounded barriers to equitable healthcare. The study introduces five critical dimensions—access, availability, adequacy, acceptability, and affordability—as a framework for addressing these disparities. It proposes the Rhizomatic Digital Ecosystem Framework to guide national and local interventions, emphasizing the need for public investment in broadband expansion, digital education, and affordability programs. By treating digital access …

Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman

Gulf and Caribbean Research

Mercury (Hg), as an environmental pollutant, can have harmful effects on human health. A common way that people are exposed to Hg is through seafood consumption. This project was designed to investigate Hg exposure through seafood consumption and its health effects among adults in 4 Caribbean countries: Barbados (n = 117), Grenada (n = 90), St. Lucia (n = 126), and St. Vincent & the Grenadines (n = 77). We applied a novel, community—based method, which involved recruiting and paying local barbers and hairstylists to collect hair samples from their clients who consented to join the project as participants. Participants …

Barriers To Postpartum Depression Treatment: Availability And Accessibility Of Maternal Behavioral Health-Inclusive Support Groups For Low-Income Populations, Radhika S. Venkatesan

Honors Undergraduate Theses

The maternal health crisis is a prevalent and concerning issue in the United States. The lack of efficient availability and accessibility to health care services plays a significant role in augmenting this problem. One health care service that is often understudied is support groups, for prevalent issues like postpartum depression. Considering the socioeconomic burdens of low-income mothers, this paper analyzed the accessibility and availability of maternal health support groups across counties in Florida, with varying amounts of individuals below the federal poverty level (%BPL). Essentially, Florida counties were divided into one of four categories depending on their %BPL. A Fisher’s …

Facilitating Engagement In Meaningful Occupations Through Nature-Based Experiences, Sydney Johnson

Occupational Therapy Capstones

Background: Many children, especially those living in urban areas, are spending less time in nature than ever before which is decreasing their engagement in meaningful occupations such as sleep, play, education, social participation, and activities of daily living. Interacting with nature can improve children’s emotional regulation, development, attention span, mental health, and overall well-being. It is important that children have access to nature and its benefits to ensure they are reaching their full potential in life. One method to improve children’s access to nature is providing them with nature-based activities that can be modified or adapted for those living in …

Comparison Of Machine Learning Models For Colon Cancer Survival: Predictive Modeling Approach, Reuben Adatorwovor, Motolani E. Ogunsanya, Bin Huang, Richard Charnigo, Olufunmilola Abraham

Biostatistics Faculty Publications

Background: Colon cancer is a leading cause of cancer-related deaths worldwide, with survival influenced by risk factors, treatment type, and patient characteristics. Traditional statistical models, such as Kaplan-Meier curves, have been widely used to estimate survival probabilities. However, these models often have difficulty handling complex interactions, covariates, and nonlinear relationships between risk factors. Recently, machine learning (ML) techniques have emerged as promising tools for improving survival prediction by handling large covariates and capturing complex patterns.

Objective: This study compares several ML models to accurately estimate colon cancer survival by leveraging data from the Kentucky Cancer Registry. By identifying key risk …