Health and Medical Administration Commons^™

Contextualizing The Aspe Standards Of Best Practice: Reflecting On The Past, Present, And Future Of Sp Methodology, Amelia M. Wallace, Cory Krebsbach, Janice Radway, Lou Clark

EVMS School of Health Professions Faculty Publications

As we celebrate the publication of the Association of SP Educators Standards of Best Practice (ASPE SOBP) for Physical Exam Teaching Associates (PETAs) and corresponding literature review, we, elected leaders of ASPE, offer reflections on SP methodology history, current practices, and future opportunities. Our aim is to contextualize this addition to what is now the third SOBP publication [1, 2] that guides the global simulation community on best practices of simulated participant (SP) methodology.

Thank you to the ASPE members and SP Educators who made time to share their expertise as authors on these new standards- in addition to their …

Improving Sedative Administration In Patients Receiving Paralytics During Intubation: A Quality Improvement Initiative Within A Large Academic Medical Center In West Virginia, David Bryon Underwood

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Awake paralysis (AWP) occurs when long-acting neuromuscular blockers outlast short-acting sedatives during intubation, leaving patients chemically paralyzed but conscious. This highlights the critical need for timely post-intubation sedation.

Background: A 2024 review in the Neurological Critical Care Unit (NCCU) revealed that 72% of patients who received rocuronium were not given a post-intubation sedative. The difference in duration of action of paralyzing agents versus sedatives can result in patients being conscious while paralyzed, potentially resulting in hemodynamic instability and psychological harm.

Purpose: The quality improvement initiative aimed to reduce the number of patients receiving neuromuscular blocking agents without post-intubation sedation. …

Self-Leadership And Perceptions Of Artificial Intelligence: A Single-Case Study, Patrik Garren

Graduate Theses, Dissertations, and Problem Reports (ETD)

The purpose of this single-case qualitative project is to uncover how self-leadership’s behavioral and cognitive strategies influence perceptions of Artificial Intelligence (AI) and AI adoption. While existing literature acknowledges that there is an association between self-leadership, technology’s perceived usefulness and ease of use, as well as comfort with AI preparedness and its professional impact, there is limited research on how self-leadership shapes perceptions of AI and AI adoption in real-life contexts. To fill this gap in contemporary literature, this project analyzes qualitative semi-structured interviews with 25 healthcare professionals involved in the implementation of ‘AI Model 1’ at their mid-sized United …

Enhancing Military Health System Organizational Efficiency And Quality Of Care Through A Social-Ecological Framework, Eric L. Peipelman

College of Graduate Studies: Theses & Dissertations

Timely and fair adjudication of incivility-related actions within the Department of Defense (DoD) and Military Health System (MHS) is increasingly crucial for maintaining accountability, mission readiness, and quality of care. Ongoing delays in resolving workplace complaints and inefficiencies in resource-heavy adjudications highlight the need to shift from reactive complaint handling toward proactive civility promotion and transparent decision-making. This Integrated Learning Experience (ILE) introduces the Peipelman Civility Discussion and Assessment Toolkit (PCDAT)—a comprehensive, evidence-based framework designed to improve civility, optimize resources, and enhance communication, even in the MHS. Based on the Social-Ecological Model (SEM) and adapted from the Workplace Power and …

Identifying The Physical Activity Promotion Practices Of Obstetricians And Gynecologists: Patients With Endometriosis And Polycystic Ovary Syndrome, Allison P. Herman

Theses and Dissertations (Comprehensive)

Despite efforts to promote physical activity, many females in Canada do not meet recommended physical activity guidelines. For individuals with gynecological conditions such as endometriosis and polycystic ovary syndrome (PCOS), physical activity may aid in symptom management and improve daily functioning. Healthcare settings, including obstetrics and gynecology, represent an area of opportunity to promote physical activity among this population. This thesis aims to understand the physical activity promotion practices of Ontario-based Obstetricians and Gynecologists (OBGYNs) to patients with endometriosis and/or PCOS. A cross-sectional online survey was conducted to explore OBGYNs promotional practices and perceived factors influencing their engagement in physical …

Association Between Neighborhood Social Determinants Of Health And Stillbirth, Tetsuya Kawakita, Misa Hayasaka, Ann M. Harper, John Brush, George Saade

Department of Obstetrics & Gynecology Faculty Publications

OBJECTIVE:

To examine the association between neighborhood-level social determinants of health and stillbirth.

METHODS:

We performed a retrospective cohort study of deliveries that occurred at a gestational age of at least 20 weeks within a five-hospital system (2012-2022). Electronic health record data mapped to the Observational Medical Outcomes Partnership Common Data Model were geocoded using addresses at the time of delivery and linked to neighborhood health indices, which included the Area Deprivation Index (ADI), Maternal Vulnerability Index (MVI), and Social Vulnerability Index (SVI) at the Census tract level. Stillbirths were adjudicated by medical record review. Modified Poisson regression generated relative …

Modeling Healthcare Data With Logistic Quantile And Uniform-Based Mixture Polynomial Distributions, Mohan D. Pant, Aditya Chakraborty, Jovanna A. Tracz

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Continuous healthcare data often deviate from normality, which can substantially increase the risk of making invalid inferences, given that many inferential statistical procedures rely on normality assumption. To obviate this issue, we propose a new family of non-normal distributions based on a linear combination of the quantile functions of standard logistic and uniform (0, 1) distributions. This new family of non-normal distributions is studied within three different methods: L-moments, conventional moments, and percentiles. Its performance is compared among the three methods in the context of parameter estimation and data modeling. The results of Monte Carlo simulation and bootstrapping techniques indicate …

Visit Complexity Differs Between Scarring And Nonscarring Alopecia: A 5-Year Dataderm Analysis, Ian Noel Encarnacion, Noelle Desir, Nicholas Schell, Apoorva Mehta, Temitayo Ogunleye, Susan Taylor

Department of Medicine Faculty Publications

[Introduction] Accurate coding is a critical component of dermatologic practice, influencing reimbursement and documentation of clinical complexity. Although alopecia has significant psychosocial and financial burdens, Current Procedural Terminology (CPT) coding patterns in alopecia management remain largely understudied. Our population-level study using the American Academy of Dermatology's DataDerm clinical registry¹ evaluates alopecia CPT coding trends, pre-2021 and post-2021 evaluation and management (E/M) CPT coding updates,² aiming to inform coding practices and visit complexity, which have significant reimbursement implications.

Frequent Emergency Department Utilization And Syphilis Case Profiles In The Sentara Healthcare System: A Retrospective Cross-Sectional Analysis In Hampton Roads, Martina Zamponi, Grace M. Tillotson, Chandler F. Knox, Mackenzie Tardif-Kunk, Thomas R. Campbell, Peter A. Mollica

Department of Medicine Faculty Publications

Background

Syphilis rates have increased substantially nationwide, disproportionately affecting marginalized populations and individuals with differing patterns of healthcare utilization. The Hampton Roads region of Virginia and North Carolina includes multiple jurisdictions with syphilis rates above the CDC screening threshold, with 7 of its 9 independent cities meeting this criterion. However, no prior study has examined the relationship between emergency department (ED) utilization patterns and documented syphilis diagnoses in this region.

Methods

A retrospective cross-sectional analysis of the Sentara Healthcare network was conducted using aggregate data from the TriNetX platform. Patients diagnosed with syphilis between 2023 and 2024 were stratified by …

Determinants Of Patient Satisfaction In An Academic Primary Care Setting: A Cross-Sectional Study Of The Postpandemic Era, Alvin Maliakal, Rajita Kanapareddy, Zooha Altaf, Janani Anbazhagan, Kristin Olson, Cynthia Avila, Rehan Qayyum

Department of Medicine Faculty Publications

Background

Patient satisfaction, a key indicator of healthcare quality, is associated with improved adherence, continuity, and outcomes. However, limited evidence describes determinants of patient satisfaction in contemporary primary care settings reflecting the postpandemic era, when care delivery models and patient expectations have evolved substantially.

Objective

To evaluate the sociodemographic and clinical factors associated with patient satisfaction in an academic primary care setting following the postpandemic era.

Methods

We conducted a cross-sectional survey of adult patients (≥18 years) attending a primary care clinic. Participants completed a self-administered questionnaire including the Visit-Specific Satisfaction Questionnaire (VSQ-9) and measures of sociodemographic and clinical characteristics. …

The Effect Of The Affordable Care Act Medicaid Expansion On The Risk Of Hospital Closure And Adolescent Hpv Immunization In Rural Counties, Juliette Des Rosiers

Scripps Senior Theses

From 2005 to 2025, over 200 rural hospitals shut their doors, often citing increased operational costs, staffing shortages, low patient volume, regulatory barriers, financial challenges exacerbated by the COVID-19 pandemic, and uncompensated care as common contributors to the closures. Rural patients are often referred by their primary care physician to a hospital for regular immunizations, since smaller clinics have less capacity to provide immunizations due to a shortage of pediatricians and limited vaccine stock. A crucial vaccine that is not required by schools and underutilized in rural areas is that against human papillomavirus (HPV), a virus that infects cutaneous and …

Teledentistry: A Path To Minimize Emergency Department Dependency For Dental Issues, Aishwarya Joshi

Graduate Studies Theses and Dissertations 2026

Teledentistry has been promoted as a strategy to minimize emergency department (ED) visits for non-traumatic dental conditions (NTDCs). However, it remains unclear whether structural readiness or temporary policy expansion drives sustained reductions in reliance on the ED. This study integrates Andersen’s Behavioral Model of Health Services Use and Diffusion of Innovation (DOI) theory to examine determinants of Medicaid NTDC ED utilization and Tele-dentistry adoption.

Andersen’s model posits that utilization is shaped by predisposing, enabling, and need factors, whereas DOI theory emphasizes structural attributes that influence adoption, including relative advantage, compatibility, complexity, trialability, and observability. Combining these frameworks allows for a …

Examining Patient Safety Culture Trends In U.S. Healthcare Through A Multi-Year Analysis, Hassan Alabdullah

Graduate Studies Theses and Dissertations 2026

Patient Safety Culture (PSC) is recognized as a cornerstone of healthcare quality and a key determinant of patient outcomes. Despite the Institute of Medicine’s early calls to establish safety-oriented systems, evidence on the long-term stability of PSC in U.S. hospitals has remained limited. This dissertation addresses this gap through a multi-year evaluation of PSC using the Hospital Survey on Patient Safety Culture (HSOPSC v1.0) and advanced statistical methods. Drawing on one of the largest national datasets—comprising over 993,000 healthcare providers from 1,601 U.S. hospitals across three survey cycles (2013–2020)—the study employed a longitudinal repeated cross-sectional design. Analyses combined descriptive statistics, …

Pilot Study On The Use Of Multimorbidity Index In Patients Receiving Home Parenteral Nutrition, Michael M. Rothkopf, Mohan Pant, Zachary Rothkopf, Rebecca Brown Rdn, Jaime Haselhorst Rdn, Debbie L. Stevenson Rdn, Andrew Depalma Mba, Michael Saracco

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

Home parenteral nutrition (HPN) patients often have multiple comorbidities. A validated multimorbidity index (MMI) could help determine resource needs and risks with HPN. We evaluated MMI scoring to determine if it predicted HPN resource use and outcomes.

Methods

We performed a secondary analysis of 60 HPN patients from a previous study based on Cumulative Illness Rating Scale (CIRS) scoring. We examined three variables: PN formula changes, hospitalizations, and hospital length of stay (LOS). Density plots were produced to select a CIRS score cutoff value. Spearman correlations among the three variables of interest were computed. The data were then subjected …

Review Of Outcomes: Quality Improvement Of Upper-Extremity Necrotizing Soft Tissue Infections, Cailey A. England Bs, Ryan A. Reinhart Bs, Tien Do Do, Maame A. Effirim Bs, Dylan Bezzini Md

Summer Research Program Abstracts

No abstract provided.

An Investigation Of Federated Gnns Under Aggregation, Data Poisoning, And Differential Privacy For Icu Length-Of-Stay Prediction, Shakib Mahmud Dipto, Soumya Banerjee, Sandip Roy, Ahmad F. Al Musawi, Preetam Ghosh, Sachin Shetty, Pratip Rana

Computer Science Faculty Publications

Accurate prediction of ICU Length of Stay (LoS) is essential for clinical decision-making and healthcare resource management. Graph Neural Networks (GNNs), such as GraphSAGE, offer a natural fit by capturing patient data from Electronic Health Records (EHRs) through graph structures. However, the distributed and sensitive nature of this data raises both privacy and legal concerns regarding the aggregation and training of GNN models. This additionally leads to issues with data imbalance and model robustness. In this study, we perform an analysis of the Federated Graph Neural Network (GNN-FL) framework to enable decentralized learning on EHRs derived from the MIMIC-III dataset. …

The Murdock Daily Reilly (M.D.R.) Scale: A Pressure Injury Risk Assessment Scale For Critical Care, Ann Murdock, Andrea Daily, Deby Reilly, Shih-Ting Chiu, Melissa Robinson

Publications 2026-present

No abstract provided.

Enhancing Hospital Length Of Stay Using Ai Agent Modular Capabilities, Dami Fred

Theses and Dissertations

Hospital Length of Stay (LOS) analysis is essential for managing hospital efficiency and financial performance, yet the analytical depth required remains inaccessible to many organizations due to technical and resource constraints. This thesis introduces the AI Agent Modular Capabilities (AIAM) framework, which decomposes LOS analysis into discrete, codifiable capabilities integrated into a single skill activatable with one prompt. Seven AI Agent Modular Capabilities were developed using a Work Breakdown Structure and tested against a simulated hospital scenario across three successive skill versions. Results demonstrate that the packaged AIAM skill produces comprehensive, consistent, multi-section LOS analyses from a single interaction, outperforming …

The Hidden Impact Of Workplace Incivility, Joahnna Everard Marquez, Maribeth Gale Lyon, Catherine De La Torre, Barbara Parker

Covenant Nurses Week 2026

No abstract provided.

No Pass Culture Lowers Patient Fall Incidence, Marie Camille Austria

Covenant Nurses Week 2026

No abstract provided.

Improving Patient Outcomes Through Structured Nursing Safety Huddles In Acute Care Settings: An Integrative Research Review (Irr), Brandon Everard Thomas

Covenant Nurses Week 2026

No abstract provided.

Higher Nurse-To-Patient Staffing Ratios Affect Patient Safety Outcomes: An Integrative Research Review (Irr), Kimberly Everard Martinez

Covenant Nurses Week 2026

No abstract provided.

Histotripsy Process Improvement, Jordan Van Durme

Publications 2026-present

No abstract provided.

Optimalisasi Rekam Medis Elektronik Berbasis Artificial Intelligence, Ikhwan Rinaldi, Wahyu Sulistiadi

Jurnal Penyakit Dalam Indonesia

Electronic medical records (EMRs) are essential to modern healthcare systems, yet their implementation continues to face challenges such as disruption of doctor–patient communication, administrative burden, and documentation structures misaligned with clinicians’ clinical reasoning processes. This narrative review aims to assess the limitations of conventional EMRs and examine the potential of artificial intelligence (AI) to improve documentation efficiency, accuracy, and overall clinical performance. The literature indicates that AI technologies, including machine learning, deep learning, and natural language processing, can automate documentation, streamline workflows, enhance decision support, and reduce physician burnout, thereby allowing clinicians to devote more attention to patient care. Nevertheless, …

Clinical Pathway Sebagai Solusi Keberlanjutan Jkn Di Indonesia: Systematic Review, Septiana Septiana, Siti Soekiswati, Burhannudin Ichsan

Jurnal Ekonomi Kesehatan Indonesia

The National Health Insurance (JKN) program is threatened with a deficit and potential default in 2026 due to inefficiency and the risk of fraud in healthcare facilities. In the context of JKN, which uses a package system (INA-CBG), Clinical Pathway (CP) is a strategic instrument within the JKN system that has dual benefits for both Payers (BPJS Kesehatan) and Providers (Hospitals). For BPJS Kesehatan, CP primarily functions to ensure service quality and prevent undertreatment fraud, the practice of reducing services to benefit hospitals. This prevention ultimately achieves cost efficiency in the JKN program by avoiding payment of complication claims and …

Documenting Death: Maternal Mortality And The Ethics Of Care In Tanzania (Adrienne E. Strong 2020), Luluk Oktavia, Megawati Sukarno

Paradigma: Jurnal Kajian Budaya

In recent decades, global efforts to reduce maternal mortality have become a primary focus in health development agendas. However, challenges in providing quality healthcare remain complex, especially in resource-limited countries. Adrienne E. Strong’s book, Documenting Death: Maternal Mortality and the Ethics of Care in Tanzania, offers an ethnographic perspective on the relationship between bureaucratic structures, resource constraints, and healthcare practices in Tanzania. This review examines Strong’s key concepts, such as good enough care, documented care, and fierce care, which highlight the ethical dilemmas faced by healthcare workers in delivering care under administrative pressures and limited facilities. The critique of the …

Developing Nlp-Based Open-Source Tools To Improve Medication Order Interpretation In Ehr Systems, Preslie Breton

Student Scholar Symposium

Interpreting free-text medication orders in Electronic Health Record (EHR) systems is challenging due to variability, increasing the risk of errors and non-compliance with Joint Commission (TJC) standards. This research develops Natural Language Processing (NLP) tools to enhance medication order accuracy, particularly for Duplicate PRN orders. Our open-source, vendor-neutral approach ensures broad applicability across healthcare institutions while maintaining data security.

Using Python and the Natural Language Toolkit (NLTK), we implemented a four-phase methodology. First, the NLP framework was developed on Google Colab for collaborative accessibility. Next, models were trained on 10,000 anonymized synthetic free-text medication orders to detect non-compliant entries. Model …

Developing Nlp-Based Open-Source Tools To Improve Titratable Infusion Order Interpretation In Ehr Systems, Benjamin Brewer, Jay Dorris

Student Scholar Symposium

This study evaluates the feasibility of using natural language processing (NLP) tools to identify errors in titratable infusion orders for Joint Commission readiness. Titratable infusions are adjusted at the bedside by nurses based on predefined parameters, such as monitoring goals, titration rate, conditions for adjustment, and maximum dose. These parameters are often documented as free text within order sets but can be inadvertently removed during the verification process. Some electronic health records (EHRs) may not prominently display this critical information, leading to potential Joint Commission violations. A synthetic dataset was generated using artificial intelligence to simulate one year’s worth of …

12-16-25 Bor Hsc Committee Meeting Agenda, Patricia Serna

HSC Committee (A subcommittee of the UNM Board of Regents)

12-16-25 BOR HSC Committee Meeting Agenda

Moving Toward Healthy Ageing: The Role Of Physical Activity In Cognitive Function And Self-Esteem Among Older Adults In Türkiye, Canan Birimoglu Okuyan, Müjde Kerkez

Makara Journal of Health Research

Background: This study aimed to evaluate the relationship between religious attitudes and breastfeeding attitudes and the effect of this relationship on breastfeeding practices.

Methods: A cross-sectional study was conducted with 251 older adults. Data were collected using the International Physical Activity Questionnaire, the Standardized Mini-Mental State Examination, and the Rosenberg Self-Esteem Scale. Spearman’s correlation and chi-square tests were employed for statistical analysis.

Results: Physical activity levels were positively correlated with both cognitive function (r = 0.546, p < 0.001) and self-esteem (r = 0.168, p < 0.05). No significant association was observed between cognitive function and self-esteem. Physical inactivity, cognitive decline, and low self-esteem were more prevalent among women, participants with lower educational attainment, those with chronic diseases, and individuals engaged in polypharmacy.

Conclusions: The findings emphasize the importance of integrating physical activity promotion into national healthy ageing policies, particularly in Mediterranean contexts such …