Health Services Research Commons^™

Optimizing Elderly Care: A Data-Driven Ai Model For Predicting Polypharmacy Risk In The Elderly Using Share Data., Eman Ramadan

Pharmacy

Background: Aging is frequently accompanied by multimorbidity, the presence of multiple chronic conditions, which contributes to declines in both cognitive and physical function and presents complex health challenges. One such challenge is Polypharmacy (PP), defined as the concurrent use of more than five medications. Methods: We used data from participants older than 50 years who were present in wave 6 and at least one of the subsequent three waves of the SHARE study, aiming to predict PP risk at 2, 4, and 6-year intervals. We selected the predictor variables using LASSO regression and evaluated eight ML models using a rigorous …

Does College Guarantee Economic Mobility?: Incorporating Lost In-Kind Benefits Into The Calculation, Amy S. White

Publications and Research

Average salaries of college graduates are higher than salaries of those without degrees. However, the experience of graduating and out-earning the income requirements for in-kind or entitlement benefits like Medicaid, public assistance, Supplemental Nutritional Assistance Plan, and/or Section 8 housing vouchers are not taken into consideration in any mobility calculation nor are students prepared to lose their benefits. Teaching at an urban commuter school in a financially disadvantage borough, I have identified a gap in the research literature and supportive services for these low-income students. This opinion piece further describes the problem and highlights areas for future action and research.

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

Journal of Appalachian Health

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

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

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

Resilience And Reality: Exploring The Lived Experiences Of People Living With Hiv In Texas During The Covid-19 Pandemic – A Qualitative Study., Ahmed F. Alanazi

Social Work Dissertations - Archive

This study investigated the lived experiences of individuals living with HIV (PLWH) in the Dallas-Fort Worth (DFW) area of Texas during the COVID-19 pandemic, using an Interpretative Phenomenological Analysis (IPA) framework. The research examined the intersection of health, social dynamics, and psychological resilience among PLWH, who faced compounded vulnerabilities due to systemic inequities and the dual public health crises of HIV and COVID-19. Through semi-structured interviews with ten participants from diverse backgrounds, the study captured the profound impacts of disrupted healthcare systems, heightened stigma, and social isolation on this marginalized population. The findings reveal that the pandemic exacerbated existing inequities …

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

Rural & Underserved Health Research Center Publications

No abstract provided.

Structural And Interpersonal Determinants Of Covid-19 Vaccine Uptake In Vulnerable Populations Of The United States, Alyea Wood

Capstone Showcase

Since its introduction in late 2020, the uptake of the COVID-19 vaccine has had the lowest rates in marginalized populations like minorities, elderly, and those of low socioeconomic status. Decreased rates of vaccination uptake in these groups has resulted in increased burden of disease and subsequently higher rates of hospitalization and death. Many inequities in poor COVID-19 health outcomes can be explained by examining common predictive factors that determine vaccination rates in these United States populations. This special article research aims to explore these various predictive factors with the goal to provide targeted strategies to boost COVID-19 vaccination rates, especially …

Understanding Women's Access To And Utilization Of Syringe Service Programs, Annelisa E. Swiersz

Honors Undergraduate Theses

As of 2020, 138 million Americans ages 12 and over reported illicit drug use in their lifetime, with over 3 million of those people injecting drugs. There are risks for all people who use drugs, but people who inject drugs (PWID) pose specific risks such as hepatitis B, hepatitis C, and human immunodeficiency virus (HIV), with women who inject drugs (WWID) facing even more risks. WWID involved in sex work have a higher risk of HIV transmission and lack access to sterile injection devices and sexual and reproductive health services. To address these risks, syringe service programs (SSPs) were developed …

State Of The States: Blueprints For Building Age-Friendly Futures, Megan Stubbs-Richardson, Lauren E. Etheredge, Tockie V. Hemphill, Zaccheus J. Ahonle, Danielle K. Nadorff

Publications

Executive Summary:

Mississippi’s aging population growth mirrors national trends and suggests a need to establish equitable and sustainable age-friendly policies and programs. This report offers an overview of the best practices from age-friendly states, which can be adapted to meet unique challenges and opportunities for Mississippi’s aging population. We highlight five age-friendly policy areas that can improve Mississippi’s livability.

• Aging in Place: Best practices from California, Florida, and Massachusetts can be adapted to promote aging in place through structural changes to homes via universal design and home modifications, or through supportive housing programs and home care.

• Cross-Sector Collaboration: …

All-Terrain Vehicle Injuries Among Youth: A Multidimensional Analysis Of Injury Patterns In West Virginia And Safety Laws Across High-Fatality States, Sabrina Chyann Beal

Graduate Theses, Dissertations, and Problem Reports (ETD)

All-terrain vehicles (ATVs) pose significant injury risks, particularly among youth. These powerful machines are widely used across recreational and rural settings. West Virginia consistently ranks among the top five states for ATV-related deaths and injuries. Safety equipment and requirements are often not followed nor enforced, causing children and adolescents to be the most vulnerable group because they tend to not wear safety equipment such as helmets, ride on roadways, carry passengers, and operate oversized ATVS. This study examined ATV injury patterns from the WVU Medicine Trauma Registry and ATV laws across the five states with the highest reported fatalities. This …

Improving Health Equity: Integrating Mental Health Services Into Mobile Health Clinics For Unhoused And Low-Income Populations In The United States, Tiffany Lynn Wong

Master's Projects and Capstones

Mental health disparities among homeless and low-income populations in the United States highlight significant challenges in access and quality of care. This literature review explores the integration of mental health services into Mobile Health Clinics (MHCs) as a promising recommendation to address these disparities. I used various search engines, extracting 10 articles published from 2013 to 2023 focused on the U.S. MHCs show its effectiveness in improving healthcare access and quality of care, covering different services like mammography, reproductive health, COVID-19 testing, and diabetes care. Building on these successful models, this paper proposes extending MHCs to include mental health screenings, …

Reflections From The Pandemic: Is Connectivism The Panacea For Clinicians?, Jennifer Benjamin, Tyson Pillow, Heather Macneill, Ken Masters, Anoop Agrawal, Neil Mehta

Faculty, Staff and Students Publications

The COVID-19 pandemic and the recent increased interest in generative artificial intelligence (GenAI) highlight the need for interprofessional communities' collaboration to find solutions to complex problems. A personal narrative experience of one of the authors compels us to reflect on current approaches to learning and knowledge acquisition and use solutions to the challenges posed by GenAI through social learning contexts using connectivism. We recognize the need for constructivism and experiential learning for knowledge acquisition to establish foundational understanding. We explore how connectivist approaches can enhance traditional constructivist paradigms amid rapidly changing learning environments and online communities. Learning in connectivism includes …

Personal Protective Equipment For Minoritized U.S. Agricultural Farmworkers: Community-Based Efforts During The Pandemic & Implications For Extension, Helen Trejo

Journal of Human Sciences and Extension

There are an estimated 2 million farmworkers who are essential to the food system in the United States; however, they are exposed to hazardous environmental conditions with limited access and/or use of Personal Protective Equipment (PPE). The primary purpose of this research is to evaluate community-based organizational efforts to provide farmworkers with apparel-textile basic needs, such as face masks. A primary goal is to address the research gap regarding common environmental factors that impact farmworkers, including pesticides and the pandemic, their use of available PPE, and community-based efforts to improve access to face masks as basic PPE. We consider the …

Comprehensive Community Medicine, Alexander Walther

Capstone Projects and Master's Theses

Comprehensive Community Medicine (CCM) is a theoretical framework designed to address the complex needs of individuals with dual diagnoses of mental illness and substance use disorders (SUDs). Dual diagnosis is highly prevalent, particularly among populations experiencing homelessness, and is associated with poorer health outcomes and increased healthcare service utilization. Structural inequities, including a fractured healthcare system, exacerbate the challenges faced by this vulnerable group. Research indicates that effective care for dually diagnosed individuals requires a layered approach addressing clinical, systemic, legal, and housing barriers.

The development of CCM has been informed by interviews with local stakeholders, including County EMS board …

Telemedicine Adoption In Developing Economies: A Systematic Review On The Enablers And Barriers, Zaidbren Macabato, Lemuel Clark Velasco, Art Brian Escabarte, Mae-Lanie Ong Poblete, Armando Isla Jr., Rentor Cafino, Sarah Lizette Aquino-Cafino, Frevy Teofilo-Orencia

Kesmas

Telemedicine’s adoption has been effective in certain contexts despite being controversial in certain settings because of its tendency to cause misdiagnosis and concerns about data privacy. This study aimed to synthesize the research findings on the factors leading to the adoption of telemedicine among developing economies. The study utilized Preferred Reporting Items for Systematic Reviews and Meta-Analysis methodology to analyze 27 related literature and the Unified Theory of Acceptance and Use of Technology to map out the factors considered enablers and barriers in adopting telemedicine. Results showed that performance expectancy, effort expectancy, social influence, and facilitating conditions were significant predictors. …

Risk Factors For Cognitive Impairment In Adult Population Of Coastal Area: A Cross-Sectional Study In Maringkik Island, Indonesia, Herpan Syafii Harahap, Arina Windri Rivarti, Nurhidayati Nurhidayati, Fitriannisa Faradina Zubaidi, Dini Suryani, Legis Ocktaviana Saputri, Yanna Indrayana, Athalita Andhera, Muhammad Hilam, Abiyyu Didar Haq

Kesmas

Cognitive impairment is a medical condition commonly found in elderly populations, which can be due to vascular risk factors in patients. There remains limited data on risk factors for cognitive impairment among coastal region populations. This study aimed to investigate risk factors for cognitive impairment in the adult population of Maringkik Island, West Nusa Tenggara Province, Indonesia. Data collected were age, sex, education level, hypertension, antihypertensive treatment, diabetes mellitus, cigarette smoking, and body mass index status. A total of 114 participants were recruited using a consecutive sampling method. The participants’ cognitive function assessment used the Mini-Cog instrument. The cognitive impairment …

Exploration Of Positive Deviance In Prevention Of Underweight In The Under-Five: A Qualitative Study On Low-Income Urban Families, Irwan Budiono, Lukman Fauzi, Dewi Sari Rochmayani

Kesmas

Children under the age of five (the under-five) from low-income families are more vulnerable to experience underweight. This nutritional vulnerability is evident in the preliminary study, where 35.1% of the under-five experience underweight, and 28.48% are low-income families. This study aimed to explore Positive Deviance (PD) behaviors in preventing underweight among the under-five. The study applied a qualitative approach with a case study design. Data collection took place in July-August 2022, focusing on low-income families in the Gunung Brintik area. Data were collected through two focus group discussions, seven in-depth interviews, and five key informant interviews. Coding, subtheme, and theme …

Relationship Between Parental Involvement And Infant Bonding Among Families Of Barangay Tambacan, Tubod, And Santiago, Iligan City, Samantha Colegado Templado, Jezneel C. Cale, Ian C. Abordo Phd, Donna Belle P. Sumugat Rn, Man, Ma. Almira P. Nebres Rn, Man, Phd, Angelica N. Sarsaba

Pacific Journal of Health

Background and Aim: This study explored and assesses the extent of parental involvement and its relationship to infant bonding. It aimed to determine how varying levels of engagement from parents influence the development of a strong bond with their infants.

Design: We employed a descriptive correlational design and utilized questionnaires to collect data from 150 families living in Iligan City. Respondents were specifically from squatter areas of Iligan City.

Results: The findings of this study reveal that fathers tend to show indirect care that happens monthly, which relates to the infant’s soothing level. Mothers generally understand their infants' basic mental …

The Bench To Community Initiative: Community-Based Participatory Research Model For Translating Research Discoveries Into Community Solutions, Jazma L. Tapia, Abigail Lopez, D. Bing Turner, Tonya Fairley, Tiah Tomlin-Harris, Maggie Hawkins, Pastor Rhonda Holbert, Lindsey S. Treviño, Dede K. Teteh-Brooks

Health Sciences and Kinesiology Faculty Articles

Methods: Community-based participatory research (CBPR) is an effective methodology for translating research findings from academia to community interventions. The Bench to Community Initiative (BCI), a CBPR program, builds on prior research to engage stakeholders across multiple disciplines with the goal of disseminating interventions to reduce breast cancer disparities and improve quality of life of Black communities.

The BCI program was established to understand sociocultural determinants of personal care product use, evaluate the biological impact of endocrine disrupting chemicals, and develop community interventions. The three pillars of the program include research, outreach and engagement as well as advocacy activities. The research …

Neuroscience-Based Harm Reduction Education For College Students In Portland, Or, Catriona Swallow

University Honors Theses

Harm reduction (HR) is a movement focused on reducing the harms of the opioid overdose crisis through education, advocacy, and community engagement. A key component of HR is naloxone, a medication which reverses opioid overdoses when administered. Due to increased fentanyl contamination, opioid overdose deaths have been on the rise among adolescents in the U.S and HR practices are crucially important at this point in time. In recent years, alternative curricula of HR education have included a neuroscience-based approach to the topic of substance use. While both traditional and alternative programs have had success increasing substance use literacy among adolescents, …

Understanding Organ Donation Messaging: A Qualitative Inquiry, Rebecca K. Britt, Amy A. Ritchart

The Qualitative Report

Promoting health communication about organ donation remains a crucial objective within Native American communities. The goals of the current study were to communicate with young adult Native Americans about the Organ Donation Willingness Model (ODWM; Horton & Horton, 1991) to gain their responses to materials from campaigns about donation strategies tailored to Native American communities. Six focus groups were conducted with a total of 31 participants. Data were analyzed using thematic analysis (Braun & Clarke, 2019, 2022) and following Smith’s guidelines (2008), which include showing deep respect for the group participants, conducting the study in a face-to-face setting, and being …

Latinas In The United States Facing Healthcare Access Challenges In A Mid-Size Urban Community, Nathan M. Lee, Deborah Kessler

Journal of Global Awareness

This study examines the discrepancies and underlying factors in access to healthcare resources regarding breast and cervical cancer for Latinas in a mid-sized urban midwestern community. A survey was conducted at clinics hosted by a local non-profit organization, and forty participants completed surveys for this study (n=40). Bivariate correlation analysis in SPSS determined that significant positive correlations were found between the subjects’ knowledge of the signs and symptoms of cervical cancer and their knowledge of the recommended frequency of receiving pap smears (p

Inequality And Opportunity: Ranking Community Health In Florence County, Sc, Stephen Borders, Lauren Carter, Brandy Hayden, Mary Elizabeth Magyar

Public Health

Florence County is at the heart of the seven-county Pee Dee Region of South Carolina with a diverse population of about 136,000 residents. Home to McLeod Regional Medical Center and MUSC Health Florence Medical Center, the area boasts more than 750 licensed beds. Despite being home to world-class medical care, the county faces significant health challenges, including high rates of chronic diseases, such as diabetes and obesity, and a shortage of healthcare providers in certain areas. These challenges are exacerbated by the county's socio-economic disparities, with many low-income residents lacking access to basic health services. Our approach addresses these challenges …

Health Care Utilization And Behavior Changes After Workplace Genetic Testing At A Large Us Health Care System, Elizabeth Charnysh, Subhamoy Pal, Jonathan Reader, Wendy R. Uhlmann, Sarah Mccain, Kunal Sanghavi, Drew Blasco, Rachael Brandt, William Gregory Feero, Rebecca Ferber, Veda N. Giri, Katherine Hendy, Anya E. R. Prince, Charles Lee, J. Scott Roberts

College of Life Sciences Faculty Papers

PURPOSE: This study explored employee health behavior changes and health care utilization after workplace genetic testing (wGT). Wellness-program-associated wGT seeks to improve employee health, but the related health implications are unknown.

METHODS: Employees of a large US health care system offering wGT (cancer, heart disease, and pharmacogenomics [PGx]) were sent electronic surveys. Self-reported data from those who received test results were analyzed. Descriptive statistics characterized responses, whereas logistic regression analyses explored correlates of responses to wGT.

RESULTS: 53.9% (n = 418/776) of respondents (88.3% female, mean age = 44 years) reported receiving wGT results. 12.0% (n = 48/399) received results …

Standardization Of Discharge Instructions For Mild Traumatic Brain Injury/Concussion In Children Presenting To Ed: A Qi Project, Niralee K. Rana, Nicole Gerber, Michael Alfonzo, Snezana Osorio, Deborah Levine

Rowan-Virtua Research Day

Background: Mild traumatic brain injuries (mTBI) or concussions account for high rates of emergency department (ED) visits. Concussion diagnoses are used less often in young children leading to a variability in parental education and discharge instructions. Lack of discharge guidance may increase parental anxiety, impact recovery, and increase ED visits.

Objectives: To increase the proportion of ED patients discharged with age-appropriate instructions for mTBI by 50% by June 1, 2024, and to determine the impact age-appropriate instructions have on decreasing parental anxiety.

Methods: This observational time series with planned sequential experimentation is in progress at a Pediatric ED affiliated with …

Nutrition And Exercise Resources For Uninsured Patient Populations, Sabrina Marie Paparo, Samantha Plasner, Runi Patel, Wendy Briaguez

Rowan-Virtua Research Day

Proper nutrition and exercise is integral for the prevention and management of chronic diseases such as type two diabetes, hypertension, high cholesterol, and cardiovascular disease. However, health care disparities in the United States, such as lack of access to primary health care, has been an ever growing problem. The purpose of this study is to determine if there is a correlation between being uninsured and having worse health outcomes, and to determine if there is a need for accessible nutrition and/or exercise resources for this population. To conduct this research, a survey was distributed at the Cherry Hill Free Clinic …

Overcoming Disparities In The Treatment Of Alzheimer’S Disease, Christian Gamboa, Tribhuvan Lanka, Elaine Flowers, Nayarith Lopez

Rowan-Virtua Research Day

Background: Deaths due to Alzheimer’s have been increasing at an exponential rate for the last 24 years, with an astounding 145% increase between the years 2000-2024. Early detection is key to slowing down the rate of decline. Unfortunately, Latino and African American individuals delay seeking care, which predisposes them to worse outcomes. To date, socioeconomic limitations are the main factors leading to delayed care in Latino and African American communities. A service project was developed with the aim of addressing limitations that result in delays to seeking care within Latino and African American communities.

Methods: A systematic review of available …

Community Healthcare Workers (Chw) High-Risk Stabilization Study: Does The Ability Of Chws At Mobile Covid Clinics To Link Patients With Uncontrolled Diabetes To A Physician Improve Short Term Outcomes?, Mo Hadaya, Venkateswar Venkataraman, Jaimy D. Jabon, Kenneth W. Stagliano, Richard T. Jermyn

Rowan-Virtua Research Day

Uncontrolled diabetes may cause preventable but significant effects. One major preventative measure is early screening; there are hopes that community healthcare workers can increase awareness and screening availability, especially in underserved populations. We hosted and recorded logs of patients at mobile COVID health clinics, educating those with uncontrolled diabetes and connecting them to healthcare. We then looked to see if any patients had improvements in blood glucose to non-diabetic levels. 378 patients were logged, but only 138 were in events that had a significant amount of repeat visits. Twenty-five of them had blood sugar indicative of uncontrolled diabetes. Out of …

What Stigmas Still Exist For Weight Loss Medications?, Abdullah Panah, Philip Collins Do

Rowan-Virtua Research Day

Background and Hypothesis:

Medications for weight loss are becoming far more common as more tolerable formulas have come to the market with some medications offering results almost on par with bariatric surgery. However, studies show a stigma still persists around the discussion and perception around using weight loss medications. The authors of this study hypothesized that one of the biggest hurdles patients face for weight loss medications are the stigmas associated with taking these medicines and approaching the topic.

Methods:

This was a survey-based project that consisted of an anonymous, voluntary questionnaire which was provided to patients during their regular …

Impact Of Medicaid Redetermination On Underserved Populations In Region 7 States: A Review, Brianna Parr

Capstone Experience: Master of Public Health

When the COVID-19 Public Health Emergency ended in May of 2023, Medicaid began the process of redetermination across the states and returned to its original eligibility rules. Because of this, the healthcare status of many Americans was affected, resulting in the loss of healthcare coverage for millions of people. Of those who have lost coverage, children make up almost half of the total. This paper assesses the negative effects of Medicaid redetermination on children and other underserved populations in communities across the four states in Region 7 (Nebraska, Iowa, Missouri, and Kansas) and identifies programs that these states can implement …

Perceptions Of Metabolic Syndrome Management Utilization In Relation With Patient Characteristics And Health-Related Quality Of Life, Olajide Adekunle

Pharmaceutical Sciences (PhD) Dissertations

Challenges in managing MetS include untreated risk factors and ineffective management, resulting in poor health-related quality of life (HRQoL). A significant factor contributing to these challenges is the underutilization of management services, possibly due to patients' perceptions of disease management resource utilization (PMU). Therefore, understanding patients' PMU is crucial for improving health outcomes. The study investigated PMU, explored PMU predictors, and investigated the impact of PMU and patients’ demographics on HRQoL. Using a cross-sectional design, data on perceptions of healthcare, medication, and pharmacy service utilization, prior experience with pharmacy services, demographics, and HRQoL were collected from adult individuals with obesity …