Health Services Research Commons^™

Bio-Cybersecurity: Securing The Healthcare Industry, Amanda D. Coleman

Cybersecurity Undergraduate Research Showcase

Bio-cybersecurity refers to the aspect of cybersecurity that applies to the biological sciences and the protection of digital biomedical information. Today’s healthcare industry has evolved with the enhancement of internet and biomedical technology. While hospitals and private medical providers remain compliant with the Health Information Portability and Accountability Act (HIPAA) through traditional means of securing documented patient information, the emergence of beneficial internet-based healthcare services like virtual appointments and digital patient records requires new policies and healthcare cybersecurity frameworks to protect sensitive information from unauthorized access. This paper examines the role of cybersecurity in healthcare, the vulnerabilities that exist and …

Effects Of A Major Disruption On Mental Health Of Pregnant Women In South Carolina, Lizmarie Maldonado

MUSC Theses and Dissertations

Mental health conditions are a leading cause of death among pregnant and postpartum women, and untreated mental health conditions are associated with adverse maternal and birth outcomes. Major disruptions, such as pandemics, hurricanes, or wildfires, create unprecedented challenges and may impose additional stressors during an already vulnerable time. Community or medical care disruptions during such events may lead to adverse health outcomes. This dissertation seeks to characterize the impact of a recent major disruption on mental health outcomes among pregnant women using administrative claims data for all births in South Carolina in 2019 and 2020. By leveraging unique data sources, …

Costs, Demographics, And Causative Agents In Patients Hospitalized For Drug Induced Liver Injury: Trends In A Large Academic Healthcare System, Megan Kozar, Yunisse Gonzalez, Dina Halegoua-De Marzio

Department of Medicine Faculty Papers

PURPOSE: Drug-induced liver injury (DILI) is an uncommon but potentially life-threatening condition. To date, the burden of DILI on a single, large healthcare system has not been investigated, preventing adequate resource allocation. This study aims to quantify DILI-related healthcare utilization within the Jefferson Health System (JHS) and identify case-related factors associated with high resource requirements; such information is crucial to focus efforts toward resource reduction.

PATIENTS AND METHODS: This study characterizes trends of 48 DILI cases within JHS, including demographics, payer status, causative agent, and DILI pattern. These variables were correlated with length of stay (LOS) and cost relating to …

A Mixed-Methods Research Study: Nc Health Department Directors’ Perspective On Local Impact Of Early Medicaid Expansion, Asma Warrich

MUSC Theses and Dissertations

North Carolina became the 41^st state to expand Medicaid under the Affordable Care Act. The bipartisan expansion addressed longstanding challenges; however, little is known about how Local Health Departments (LHDs) adapted to this policy change, especially in the 24 months following expansion. This study sought to fill that gap by documenting the perspectives of LHD Directors in North Carolina utilizing a ten-question REDCap survey with closed- and open-ended questions. Purposeful sampling targeted all 86 LHD Directors. Data was collected anonymously between November 2025 and January 2026. Descriptive and thematic analyses were conducted. Thirty LHD Directors completed the survey, which …

Validity And Reliability Of The Wut Hydration System When Assessed In The Afternoon, Peyton A. Hines, Rosie Perez, Rebecca Allen, Shawn Wierick, Xiujing Zhao, Corey Butts, Brendon Mcdermott

2026 Honors Symposium

The WUT (weight, urine color, and thirst) Venn diagram is recommended for individuals to self-assess their hydration status. However, current research is limited to comparisons between morning first-void markers and 24-hour markers. PURPOSE: To examine the validity and reliability of afternoon WUT scores in comparison to 24-hour hydration status. METHODS: Fifty participants (25 ± 8y, 72.2 ± 14.9kg) voluntarily participated in this study. Participants collected afternoon spot urine between 2:00 and 4:00 pm and 24-hour urine samples on three out of seven consecutive days. Body mass (BM), urine color (Ucol), urine osmolality (Uosm), urine specific gravity (USG), and thirst perception …

Using Ai-Based Predictive Scheduling To Improve Patient Flow And Reduce Wait Times In Healthcare Clinics, Oscar Martinez

Posters - 2026

• Healthcare systems face increasing challenges in patient access and wait times
• Average wait times for specialist care continue to rise, creating:
  • Delays in treatment
  • Reduced patient satisfaction
  • Increased system inefficiencies (Sanford, 2025)
• A major contributor is operational bottlenecks, defined as:
  • Points of congestion that slow or disrupt service flow
• Hospitals typically operate under process layouts, which:
  • Handle diverse patient needs
  • Reduce specialization efficiency
• Contributing factors to bottlenecks:
  • Physician shortages and burnout
  • Administrative burden
  • Inefficient scheduling systems (Moura & Pinho, 2025)
• AI offers potential solutions through:
  • Predictive scheduling
  • Automation of administrative processes
  • Data-driven optimization of patient flow

Navigating End-Of-Life Decisions: Cultural Considerations For Latine Patients, Michelle Carbajal Hernandez

Honors Capstones

Healthcare professionals face many challenges when communicating terminal illness prognoses for individuals. This responsibility to address a terminal prognosis is further complicated when communicating with Latine patients who may face multiple barriers within the healthcare system and whose cultural preferences influence end-of-life care planning (Carrion, 2010). For example, Latines are less likely to enroll in end-of-life (EOL) care services (e.g., hospice) (Barragan-Carrillo et al., 2022). As well as engage in end-of-life care planning than White Non-Latines (Shen et al., 2016). To understand this hesitancy towards EOL care options, this literature review aims to explore how terminally ill Latine and …

A Comparative Analysis Of Group Care: Trust, Professional Identity, And Health System Structure In The United Kingdom And The Netherlands, Samantha J. Kohlmann

Senior Theses

Group prenatal care (Group Care) has been associated with improved maternal experiences and select clinical outcomes, yet less is understood about how it functions within high-resource health systems and what mechanisms underlie its impact. This study examines how Group Care is implemented in the United Kingdom and the Netherlands, with particular attention to professional roles, relational dynamics, and health system context.

I employed a qualitative, comparative design and conducted four semi-structured interviews with midwife researchers involved in Group Care implementation in both countries. Data were analyzed thematically, with attention to cross-context similarities and differences.

Findings indicate that Group Care operates …

Investigating Social Justice Implications Of Glyphosate Residues In Human Urine, Ananya Malhotra

Electronic Theses, Projects, and Dissertations

Background: Glyphosate, the nominal active ingredient in professional-grade Roundup weed and grass killer, is the most extensively used herbicide globally and in the United States (U.S. Environmental Protection Agency, 2020). An increasing level of concern has surfaced regarding its health consequences, particularly because of contamination of our food supplies. Recent research indicates distressing levels of detection of glyphosate in human blood and urine samples, revealing many instances of frequent human exposure (Conrad et al., 2017; Zhang et al., 2020).Most of the research about exposure is focused on agricultural workers or individuals living in close vicinity to agricultural lands.  Few …

Eating Disorder Prevention And Early Intervention In U.S. Higher Education – A Comparative Benchmarking Study, Jake R. Arcement

Senior Theses

Eating disorders (EDs), including anorexia nervosa, have the highest mortality rate of any psychiatric illness, yet remain underrecognized relative to their severity and treatment burden. Because the period of peak onset aligns with the college years, institutions of higher education are uniquely positioned to play an important role in prevention, early identification, and referral to specialized care. However, limited research has examined how colleges and universities structure ED prevention and treatment resources. This thesis applies a comparative benchmarking framework to assess current institutional practices across U.S. colleges and universities. A national survey of student health and counseling centers examined staffing, …

Lessons Learned From The Implementation Of A Pragmatic Trial Evaluating Non-Pharmacological Approaches To Dementia Care In Us Nursing Homes, Carin Wong, Catherine V. Piersol, Felicia Chew, Cara Lekovitch, Victoria Shier, Mike Morris, Jenny Martínez, Julie Britton, Natalie E. Leland

Department of Occupational Therapy Faculty Papers

RATIONALE: The consistent delivery of effective evidence into nursing home practice has been shown to enhance quality of care and residents' outcomes. Pragmatic trials enable the evaluation of efficacious interventions in a real-world context, including care of residents living with Alzheimer's Disease and Related Dementias (ADRD). Yet, there are limited pragmatic trials conducted in nursing homes and even less evidence on the strategies to successfully conduct such research in this setting.

OBJECTIVE: To identify the lessons learned from a pragmatic trial and provide recommendations for future successful studies in United States (US) nursing homes.

METHODS: Drawing on a case example …

Analisis Disparitas Geospasial Dan Determinan Sosio-Demografis Masalah Kesehatan Jiwa Di Indonesia: Analisis Data Survei Kesehatan Indonesia (Ski) 2023, Alya Zahrah Zhafirah, Sutanto Priyo Priyo Hastono

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Kesehatan jiwa merupakan pilar utama pembangunan sumber daya manusia yang kini menjadi tantangan struktural di Indonesia. Masalah ini dipengaruhi secara signifikan oleh determinan sosio-demografi seperti tingkat pendidikan, status ekonomi dan lingkungan. Penelitian ini diinisiasi oleh urgensi untuk memetakan distribusi beban masalah kesehatan jiwa secara nasional sekaligus menginvestigasi ketidakonsistenan prevalensi antara data Riskesdas 2018 dan SKI 2023. Penelitian ini menggunakan desain potong lintang dengan menganalisis prevalensi masalah kesehatan jiwa pada penduduk Indonesia berusia ≥15 tahun, menggunakan data SKI 2023. Kondisi kesehatan jiwa dinilai menggunakan instrumen SRQ-20 untuk mengidentifikasi probabilitas masalah kesehatan jiwa. Hasil utama menunjukkan prevalensi masalah kesehatan jiwa Indonesia tahun …

Evaluating Sensory Sensitivities Among Children With Autism Spectrum Disorder In An Adaptive Gymnastics Program, Aicha Kaouss, Bradley Eppinger, Austin Ebbrecht, Kailash Ram, Kaitlin P. Hardy Md

Knowledge and Creativity Expo

Introduction: Children with autism spectrum disorder (ASD) participate in physical activity at lower rates than their neurotypical peers1. Sensory sensitivities, reported in approximately 75–95% of children with ASD, may contribute to this disparity2. Gymnastics environments involve bright lighting and loud noise, which can precipitate sensory overload. The impact of specific sensory features on participation in adaptive gymnastics remains underexplored.

Methods: A cross-sectional study recruited caregivers of children aged 3–12 years with an ASD diagnosis enrolled in the EVMS Adaptive Gymnastics Program. Caregivers completed the Sensory Experiences Questionnaire–Third Edition (SEQ-3)3 and supplemental survey items on Redcap which assessed environmental triggers and …

Sound, Speech, And Synapses: Rebuilding The Brain Through Neuroplasticity, Sireen Khader

The Cardinal Edge

No abstract provided.

Multi-Dimensional Research Appraisal: A Holistic Approach To Evidence-Informed Practice, John Damiao

Translational Science in Occupation

The field of occupational therapy (OT) and healthcare in general have made great strides in enhancing their scientific rigor through study methodologies that prioritize internal validity. However, concerns regarding reproducibility and replicability in research have cast doubt on traditional evidence-based models. This paper critically examines the limitations of an over-reliance on internal validity in evidence reviews and advocates for a multi-dimensional approach to evidence-based practice. By integrating methodological holism, contextual analysis, and a critical appraisal of external validity, this approach provides practitioners with a more nuanced and applicable framework for decision-making. The implications for research credibility and clinical confidence are …

Assessment Of Antimicrobial Transition Errors From Hospitals To Skilled Nursing Facilities, Amy Y. Kang, Guarina A. Garcia Delgado, Ashley Nguyen, Maddie Yeh, Tracy Ly, Richard C. Beuttler, Abisay Ortega, Donna Phan Tran, Evelyn Flores, Charis Tjeong, Andrew Bishop, Praneet Kalkat, Loren G. Miller

Pharmacy Faculty Articles and Research

Background More than 1 million Americans reside in skilled nursing facilities (SNFs). Antimicrobial transition errors among patients transferred from hospital to SNFs pose safety risks and may lead to poor outcomes, but data on such errors are limited.   Methods We conducted a retrospective cohort study of infectious diseases clinics from 1 June 2020 through 30 November 2023 at the Los Angeles County Department of Health Services, a large safety-net health system. We performed logistic regression analyses to identify factors associated with antimicrobial transition errors and poor infection outcomes.   Results We screened records of 6865 clinic patients, among whom 112 were …

Examining The Relationship Between Academic Excellence And Clinical Productivity In Orthopedic Surgery, Mohamad Y. Fares, Xiaoran Zhang, Harry H. Liu, Ana Paula Beck Da Silva Etges, Krishna Chopra, Brian Zhou, Ira Sivaram, Chrishaun Alexander, Peter Boufadel, Porter Jones, Derek A. Haas, Adam Z. Khan, Eric Wagner, Joseph A. Abboud

Rothman Institute Papers

Background/Objectives: The relationship between clinical volume and academic performance in orthopedic surgery remains understudied. The purpose of this study is to explore the characteristics of high-achieving academic orthopedic surgeons in an attempt to extrapolate patterns and trends that govern the relationship between clinical performance and academia in orthopedic surgery. Methods: The 2023 National Plan and Provider Enumeration System and Medicare claims data (2021–2022) databases were used to include all active orthopedic surgeons of different subspecialties. A publication score, based on publication volume, journal impact, and authorship position, was calculated for each included surgeon, and surgeons who scored in the top …

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

The Role Of Gynecologic Oncologists In Improving Survival Outcomes Of Epithelial Ovarian Cancer: A Retrospective Cohort Study, Widyorini Lh Hanafy, Bambang Dwipoyono, Asri C. Adisasmita, Yosephine E. Regina, Airine S. Lians, Oktaviani P. Rahayu, Jane G. Auwelia

Kesmas

Epithelial ovarian cancer (EOC) is a leading cause of gynecological cancer mortality and is often diagnosed at an advanced stage, resulting in poor survival outcomes. Access to specialized gynecological oncology services has been associated with improved prognosis; however, data on its impact in Indonesia remain limited. This study aimed to evaluate the association between gynecologic oncologist (GO) services and disease-free survival (DFS) in patients with EOC. This retrospective cohort study included 76 patients with EOC who were treated at a national cancer hospital in Jakarta between 2015 and 2018. Patient data were obtained from medical records and followed for three …

Low-Dose Prophylaxis Versus On-Demand Treatment For Children With Severe Hemophilia A In Indonesia: A Conceptual Model, Levina Chandra Khoe, Nur Atika, Dhia Ticha Pertiwi, Septiara Putri

Kesmas

Hemophilia A is a rare bleeding disorder caused by a deficiency of clotting factor VIII, leading to recurrent bleeds, joint damage, and disability. Low-dose prophylaxis has been shown to achieve better clinical outcomes than on-demand treatment in reducing bleeding frequency. However, in Indonesia, access and affordability remain key challenges. This study aimed to develop a conceptual model for conducting a health economic evaluation of low-dose prophylaxis treatment for children with severe hemophilia A in Indonesia. This study followed the ISPOR-SMDM Modeling guidelines, outlining two-stage processes: conceptualization of the clinical problem and model development. A systematic literature review was conducted to …