Digital Commons Network^™

Comparing Nurse-Led Holistic Pain Relief Strategies And Sole Pharmacological Use In Enhancing Maternal Satisfaction, Reducing Pain, And Lowering Obstetric Interventions During Childbirth, Jessica C. Moore

Nursing | Senior Theses

Background: Childbirth has become heavily reliant on pharmacological management and obstetric interventions such as epidural use, labor induction, and cesarean deliveries (C-sections) even among low-risk pregnancies. While necessary in some cases, excessive reliance on pharmacological interventions can negatively impact the experience of birthing as a whole. Non-pharmacological interventions (NPIs) such as breathing techniques, positioning, hydrotherapy, massage, aromatherapy and continuous support have shown to be effective in reducing pain and supporting physiologic labor. The gaps in education and lack of standard implementation result in inconsistent application in practice. Purpose: This research proposal aims to evaluate the effectiveness of nurse-led NPIs compared …

Developing An Educational Session And Epic-Based Tools To Help Nurses Provide Culturally Sensitive Care To Their Muslim Patients, Laila Albutmeh

Nursing | Senior Theses

Background: Islam is currently the fastest growing religion in the world and the chances of nurses having a Muslim patient is exceptionally high yet many nurses lack the knowledge and resources on how to accurately provide culturally sensitive care to Muslim patients. Hospitals lack educational sessions/training as well as Epic tools to help nurses provide culturally sensitive care to Muslim patients which leads to a knowledge deficit in cultural sensitivity of Islamic beliefs, values, and practices. Purpose: This thesis paper proposes a research design for a nurse education/training program on Islamic beliefs, values, and practices along with an implementation of …

Effectiveness Of Post-Discharge Interventions Following Psychiatric Hospitalization On Readmissions And Suicide Prevention Among Adolescents, Maria Paz Eladia Posadas

Nursing | Senior Theses

Background: Suicide is a pervasive and far-reaching issue. Psychiatric hospitalization is often used as an intervention for individuals, including adolescents, experiencing suicidal ideation and/or behavior. However, post-discharge care may lack structure or clearly defined follow-up services, which can result in rehospitalizations and increased suicidality. Objective: The goal of the proposed research study is to investigate how implementation of peer support groups for adolescents following psychiatric hospitalization can assist in reducing readmissions and mitigating suicide risk. This can also help shape strategies for managing care after discharge. Method: The proposed research study utilizes a quantitative quasi-experimental design to determine the efficacy …

The Effects Of Strong Parental Support And Societal Support Compared To Low Or Absent Support In Lgbtqia+ Youth, Kassandra Bautista

Nursing | Senior Theses

Background: LGBTQIA+ youth with unsupportive backgrounds face negative outcomes in their mental health. Past studies share that LGBTQIA+ youth have increased symptoms of mental illness including depression, anxiety, and suicidal thoughts and behaviors related to unsupportive environments among parents, peers, and society. Objective: By advocating for this minority group through education and culturally competent care, healthcare providers can reduce negative outcomes in the mental and physical well-being of the youth. Purpose: The purpose of this study is to address the impact of parental and societal support in LGBTQIA+ mental health, and to implement interventions and increase awareness of this issue. …

Blister Packaging Versus Bottles: Caregiver Accuracy And Child Safety In Pediatric Medication Gummy Administration, Paolo Olimpiada

Nursing | Senior Theses

The safety of medication in pediatric settings has become an increasing concern as gummy-formulated medications have gained popularity in children’s care. Gummy-formulated medications have a close resemblance to candy, and this may mislead children to ingest additional doses or more than what was prescribed. Children also depend a lot on their caregivers for medications. Therefore, the design of packaging would be impactful in supporting medication dosing accuracy. And studies have evaluated safety features of packaging related to adherence, misuse, and unintended administration. However, limited studies have examined the influence of medication packaging on the dosing accuracy at the time of …

Routine Guided Meditation In Nicu Nurses: A Coping Strategy For Nicu Nurses Dealing With Newborn Deaths, Gianna Wong

Nursing | Senior Theses

Purpose: This research study aims to investigate the emotional impact of newborn deaths on Neonatal Intensive Care Unit (NICU) nurses in addition to evaluating their perceptions of routine guided meditation as an effective coping mechanism to manage professional grief and enhance psychological well-being. Methods: Utilizing an exploratory descriptive research design grounded in Pender’s Health Promotion Model (HPM), this study examines the lived experiences and health-promoting behaviors of neonatal nurses following newborn deaths. Data: Anticipatory collection of data will be from a sample of NICU nurses based in California through a twelve-question survey featuring open-ended questions. Qualitative content analysis will be …

Genre Based Analysis Of Sustainability In Contemporary U.S. Film Production: Inception Or Illusion?, Tanner Ennis

Interdisciplinary Studies | Senior Theses

Anthropogenic activity is actively leading to environmental degradation, highlighting the need for large industries to take responsibility for their environmental impact, particularly the film industry. While sustainable practices in the film industry such as virtual production, recycling of set construction materials, or the use of renewable energy present opportunities to improve sustainability, there is still a substantial amount of progress to be made. For example, research has demonstrated that increases in production budget correlate with higher carbon dioxide emissions, with fuel, utilities, and travel acting as the top contributors (Sustainable Entertainment Alliance, 2022). Conversation among the scholarly community is centered …

Exploring The Synergy Between Very Large Transformer And Lstm Models For Effective Medical Captioning From Videos To Text: The Impact Of Captioning In Healthcare, R. V. Aswiga, Moin Ahmed Zahir

Data Science Faculty Publications

In today’s rapidly evolving digital landscape, the demand for accurate and contextually relevant subtitles for image and video content, particularly in the medical domain, is increasingly critical. Despite the proliferation of visual data across various platforms, existing captioning systems often struggle due to variations in visual settings, complex temporal relationships, and nuanced semantics. Additionally, challenges such as limited datasets, privacy issues, and specialized annotation requirements make medical image captioning particularly difficult. To tackle these challenges, we investigate cutting-edge deep learning methodologies, specifically Transfer Learning and Transformer models, through a comparative analysis. Specifically, we focus on Transfer Learning through the MedVisionCapturer …

Hypothyroidism Is Associated With Higher Healthcare Utilisation And Higher Need For Blood Transfusion After Primary Total Knee Arthroplasty (Tka) In Patients With Osteoarthritis: A National Inpatient Sample Analysis, Sumanth R Chandrupatla, Kranti C Rumalla, Jasvinder A Singh

Faculty, Staff and Students Publications

Purpose: To examine the association of hypothyroidism with primary total knee arthroplasty (TKA) outcomes in adults with primary underlying diagnosis of osteoarthritis (OA).

Methods: We identified a prospective cohort of patients in the 2016-2020 national inpatient sample (NIS) that received primary TKA with an underlying diagnosis of OA, identified using International Classification of Diseases, Tenth Revision, Common Modification (ICD-10-CM) and Procedure Coding System (ICD-10-PCS) codes in the primary procedure and diagnosis positions, respectively. We performed multivariable-adjusted regression analyses for healthcare utilisation (length of hospital stay, hospital charges and discharge destination) and clinical outcomes (blood transfusion; prosthetic fracture, dislocation or infection; …

Mindful Diagnostics In Culture-Negative Endocarditis: Early Noninvasive Diagnosis Of Tropheryma Whipplei By Plasma Microbial Cell-Free Dna, Ashita Jain, Sarwat Khalil, Muhammad R Sohail, Laura C Lelenwa, Enrique Garcia-Sayan, Kenneth K Liao, Ahmed Hamdi, Todd Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

Tropheryma whipplei was identified by plasma microbial cell-free DNA sequencing within 4 days in severe culture-negative endocarditis after antibiotics had already been started. The result supported earlier diagnostic clarification and antimicrobial de-escalation before valve pathology was available, illustrating a practical diagnostic-stewardship role for noninvasive sequencing in high-acuity endocarditis.

Helicobacter Pylori And Cancer: What's The Link?, Elettra Merola, Giovanni Mario Pes, David Yates Graham, Maria Pina Dore

Faculty, Staff and Students Publications

Helicobacter pylori (H. pylori) is a human bacterial pathogen that causes one of the most common chronic bacterial infections worldwide. The microorganism has been classified by the International Agency for Research on Cancer as a Group I carcinogen. While the etiological link to gastric cancer is well established, the precise molecular and cellular mechanisms driving this transformation are highly complex and incompletely understood. Fundamentally, the infection results from the chronic presence of acute on chronic gastric mucosal inflammation. H. pylori pathogenicity is increased by bacterial virulence factors including the cytotoxin-associated gene A (CagA) and Vacuolating cytotoxin A (VacA) …

The Words Community Dwelling, Spanish-Preferring Mexican/Mexican American Adults Use To Talk About Alzheimer’S Disease And Genetic Testing: Implications For Education And Outreach, Jamie C Fong, Fatima I Chavez, Karla Silos, Mirna L Arroyo-Miranda, Gabriela Castro Castro, Mark E Kunik, Joshua M Shulman, Luis D Medina

Faculty, Staff and Students Publications

Introduction: Hispanic/Latino (H/L) adults are more likely than non-Hispanic White individuals to have Alzheimer's disease (AD), yet fewer than one in five H/L adults has apolipoprotein E (APOE) Ɛ4, underscoring gaps in understanding genetic risk across H/L heritage groups. H/L adults remain underrepresented in AD research that uses genetic data for participant stratification. To inform culturally appropriate educational materials for 16 million U.S. Spanish speakers, we identified culturally salient words Spanish-preferring H/L adults use to describe AD and genetic testing beyond APOE.

Methods: Community-residing, Spanish-preferring Mexican/Mexican American adults (n = 14) completed freelisting interviews, a method eliciting …

Proceedings Of The 13th Annual Deep Brain Stimulation Think Tank: The Evolving Landscape, Chance R Fleeting, Eduardo M Moraud, Kamil Uğurbil, Doris D Wang, Wolf-Julian Neumann, Andrea A Kühn, Valerie Voon, Victor Pikov, Marie-Laure Welter, Michael D Fox, John D Rolston, Mahsa Malekmohammadi, Yagna J Pathak, Lyndahl M Himes, David Greene, Abbey S Holt-Becker, Gabriel Lázaro-Muñoz, Alexander W Charney, Amanda R Merner, Martijn Figee, Katherine W Scangos, Timothy Denison, Kent Leyde, Aysegul Gunduz, Helen M Bronte-Stewart, James C Beck, Nora Vanegas-Arroyave, Marta San Luciano, Norbert Brüggemann, Kelly D Foote, Michael S Okun, Joshua K Wong

Faculty, Staff and Students Publications

The Deep Brain Stimulation (DBS) Think Tank XIII was held September 2-4th, 2025, in Gainesville, Florida, at the Norman Fixel Institute for Neurological Diseases at the University of Florida. The theme was "The Evolving Landscape of DBS: New Indications, New Goals." This theme was a continuation of the DBS Think Tank XI and XII, which were focused on emerging technology and pushing the horizon of indications. Since its founding in 2012, the DBS Think Tank has provided a global forum for leading clinicians, engineers, and researchers in both in industry and academia to present, discuss, and debate the current state …

Professionalism In Practice: A Novel Approach To Integrating Small Doses Of Case-Based Professionalism Education Into Monthly Grand Rounds., Allison H Taylor, Andrew Caruso, Kelley Arredondo, Ellen M Friedman, Stacey R Rose

Faculty, Staff and Students Publications

Introduction: Professionalism is a critical construct across the health professions, though learners and faculty report feeling underprepared to navigate difficult situations; education in professionalism is challenged by the absence of a universal definition, time constraints due to overcrowded curricula, and the lack of consistent messaging to learners and faculty.

Methods: Professionalism in Practice (PiP) was developed to provide small doses (∼5 minutes) of case-based professionalism education as part of an existing educational forum (Grand Rounds) to optimize attendance of both learners and faculty. Each vignette highlighted a common professionalism challenge and was aligned with an AAMC professional competency. Sessions were …

Developing And Evaluating A Young Adult Peer Mentor Training Program, Beth H Garland, Demonica L Jones, Cassandra J Enzler, Jean L Raphael, Albert C Hergenroeder, Rachel S Wolfe, Sarah C Graham, Constance M Wiemann

Faculty, Staff and Students Publications

Improving self-management skills for adolescents and emerging adults (AEA) with chronic health conditions is critical for successful transition to adult-based care. Peer-mentoring has been effective in improving the self-management skills of AEA. However, the components of training a successful young adult peer mentors (YAPM), especially interpersonal aspects of the role, such as communication skills and navigating mentee ambivalence are not well understood. This descriptive study created and pilot-tested a training curriculum for YAPM as part of a larger study to build self-management skills in the context of healthcare transition from pediatric to adult care. Five YAPM completed the training curriculum. …

Governing The Digital Commons, Madelyn Rose Sanfilippo, Brett Frischmann, Michael J. Madison, Katherine J. Strandburg

Faculty Publications

The digital commons, as the coproduction of data, digital cultural products, and community, raise a variety of governance issues. From questions of participation, including voice mechanisms, to the legitimacy of decision-making or ownership, to specific action arenas, governance is complex and dynamic, reflecting the characteristics of the networks in which these commons are situated. This mini-track explores governance challenges and solutions across an array of case studies to highlight governance failures and solutions, many of which focus on reconciling the intersections of different action arenas and aligning policies with contextual norms.

A. Vs. I In Ai: Is There A Threshold To "Engineered" Intelligence?, Joshit Mohanty

Engineering Management & Systems Engineering Faculty Publications

Despite artificial intelligence reshaping the world, its development generates uncertainties regarding future capabilities. AI simultaneously exists as an artifact of engineering design and as autonomous intelligence, creating an observer-participant feedback loop. This paper proposes that embodied AI faces a bandwidth-limited intelligence threshold T_h that it arises from B = min(C_sens,C_Act). However, Shannon capacity measures bits while intelligence operates on concepts, necessitating a dual-channel model separating physical bandwidth B_io from representational capacity B_rep. Intelligence emerges as multi-dimensional rather than scalar, with components exhibiting different bandwidth dependencies. Surpassing T_h requires either new sensing methods expanding B, enhanced representational frameworks, or reconceptualization within …

Technological Interventions For Reducing Climate Change Impacts On Health: An Overview Of Future Possibilities, Sujatha Alla, Vijay Kumar Chattu, Bawa Singh

Engineering Management & Systems Engineering Faculty Publications

Globally, over five million deaths annually are attributed to extreme weather events exacerbated by climate change, such as heatwaves, hurricanes, wildfires, droughts, and floods, which create health crises and economic losses. The 2015 Paris Declaration emphasized climate technology mechanisms, including research and development, to enhance resilience and reduce greenhouse gas emissions. Biotechnological advancements have mitigated about 20% of economic losses since the 1960s, highlighting technology’s potential to address climate-induced health risks.

A Sysml V2 Metamodel For -Ilities: Application To A Digital Twin Complex System, Pacifique Munezero, Holly Ann Heine Handley

Engineering Management & Systems Engineering Faculty Publications

Multidisciplinary knowledge and exchange of information are two of the most important aspects of complex system design within digital engineering and model-based systems engineering (MBSE) environments. The next generation of systems modeling language, SysML v2, developed by the Object Management Group, improves the implementation and maturation of model-based approaches. This article focuses on using SysML v2 to model reusable parameterized templates for nonfunctional requirements, referred to as -ilities, to address how they can be treated with the same rigor as functional requirements and mapped directly and explicitly from the requirements engineering phase within digital engineering and MBSE environments. The selected …

Restoring The Wild East: Predicting Public Support For Cougar And Red Wolf Reintroduction In The Eastern United States, Benjamin Ghasemi, Jeremy T. Bruskotter, John A. Vucetich, L. Mark Elbroch, Robyn S. Wilson, Neil H. Carter, Axel Moehrenschlager, Shelby Perry, Joseph W. Hinton

Michigan Tech Publications

Restoring large carnivores to human-dominated landscapes remains ecologically and socially contentious, though reintroduction may offer important benefits where coexistence is possible. Yet, efforts to reintroduce cougars (Puma concolor) and red wolves (Canis rufus) in the Eastern U.S. face major challenges, largely due to human-caused mortality and opposition. We employed the hazard acceptance model and structural equation modeling to investigate the socio-psychological drivers of public support for reintroduction. Survey data were collected from residents of the Eastern U.S. for cougars (n = 2665) and red wolves (n = 3825). For both species, support was positively associated with perceived personal and societal …

Cone Beam Computed Tomography For Endodontics: Incidental Findings And Respective Significance

Faculty, Staff and Student Publications

Background: The aim of this study is to determine the prevalence, distribution, and follow-up recommendations of incidental findings in cone beam computed tomography (CBCT) scans acquired for endodontic treatment.

Methods: This was a retrospective review of limited field-of-view (FOV) CBCT images for endodontic evaluation obtained at the Stony Brook University School of Dental Medicine between 2018 and 2022. All scans were reviewed by 1 oral and maxillofacial radiology (OMR) resident and all incidental findings were corroborated with the radiology report approved by 1 of 2 board-certified OMRs. Data extracted for each case included age, gender, and reason for scan; and …

Evaluating Artificial Intelligence Large Language Mocdels In Dental Education: A Cross-Sectional Survey On Usage, Perceptions, And Integration At A U.S. Dental Scho

Faculty, Staff and Student Publications

Introduction: The adoption of artificial intelligence (AI) in higher education presents opportunities and challenges for dental education. This study explores the use of Large Language Model (LLM) based AI tools, including ChatGPT and Grammarly AI, among faculty and students at the UTHealth School of Dentistry in Houston (UTSDH). This research assessed usage patterns, perceived benefits and concerns, and AI training demand.

Methods: A piloted, cross-sectional survey was administered via email. The survey included Likert-scale, multiple-choice, and open-ended questions. Respondents provided demographics and rated their LLM-based AI tools for use and perceptions in educational, clinical, and research contexts. Data was analyzed …

The Holistic Healing Source Scholarly Anthology Volume 1 (2026), Kimberly Johnson

Psychology: Faculty Publications

• Breaking Generational Curses: The Struggle of Achieving Peace and Prosperity Coming from an Under-Resourced Family: Explores the biological and systemic barriers marginalized families face, offering strength-based frameworks for breaking cycles of poverty and trauma.

Estimating Sediment Properties Using A New Source Level Function For Wind-Driven Underwater Sound Derived From Long-Term Archival Data, S Bruce Martin, Martin Siderius

Electrical and Computer Engineering Faculty Publications and Presentations

Wind-driven breaking waves generate the background sound throughout the ocean. An accurate source level for wind-driven breaking waves is needed for estimating the ambient sound levels needed for sound exposure modeling, environmental assessments, and assessing the detection performance of sonars. Previous models applied a constant roll-off of sound levels at -16 dB/decade at all wind speeds, and these models' source levels were flat at frequencies below ∼1000 Hz due to a lack of measurements. Here, we analyzed 16 long-term archival datasets with limited anthropogenic sound sources to estimate the wind-driven source level down to 100 Hz. We estimated the site-specific …

Enhancing Data Compatibility In An Evolving Landscape: Medical Cannabis And Polysubstance Use Protocols In The Phenx Toolkit, Wayne Huggins, Cataia Ives, Ryan Mcneil, Sarah Zemore, Corrie Vilsaint, Elizabeth Fallon, Christine Hill, Carol Hamilton, John Kelly

Faculty, Staff and Student Publications

Introduction: With increasing legalization of medical cannabis and prevalence of polysubstance use in the United States comes the need for standard psychometrically validated measures to study these substances' health effects in the population. The PhenX (consensus measures for Phenotypes and eXposures) Toolkit (www.phenxtoolkit.org) is a freely accessible catalog of recommended measurement protocols to promote data compatibility across studies, but this extensive catalog did not include measures in these important areas.

Methods: In 2024, a PhenX Working Group of experts followed a well-established consensus process to identify and recommend measurement protocols suitable for inclusion in studies on medical cannabis and polysubstance …

Subgroup Identification Of Disparities In Buprenorphine Discontinuation In Opioid-Use Disorder: A Virtual Twins Machine Learning Approach Using Nationwide United States Claims Data, 2006–2022, Yuanxiong Guo

Faculty, Staff and Student Publications

Buprenorphine retention is crucial for effective treatment of opioid use disorder (OUD), yet disparities in treatment discontinuation persist. This study aims to identify and quantify disparities in buprenorphine treatment retention using a machine learning framework adapted from Virtual Twins approach focusing on disparities related to sex, age, insurance type, geographic region, mental health status and community-level Social Vulnerability Index (SVI). Using a nationwide longitudinal cohort, we applied a two-stage machine learning approach. In Stage one, we trained classification models to estimate the counterfactual differences in treatment discontinuation across disparity types. Model performance was assessed using C-statistics and precision-recall curve. In …

“If He Did It, I Can Do It, Too. I Can Change My Life Around”: The Social Model Of Recovery Within The Context Of Recovery Homes Accepting Residents Prescribed Medications For Opioid Use Disorder

Faculty, Staff and Student Publications

Introduction: This paper provides an in-depth examination of examines four recovery residences, that serve individuals prescribed medications for opioid use disorder (MOUD). The study has two primary aims: first, to deepen understanding of how recovery residences adopt and operationalize Social Model of Recovery principles; and second, to identify gaps in staff integration of residents receiving MOUD-gaps that may either support or undermine the integrity of the social model within these settings.

Methods: We conducted semi-structured interviews with 17 residents receiving MOUD living in four participating recovery homes. The interviews were conducted between August 2022 and January 2024 using a semi-structured …

Feasibility And Preliminary Outcomes Of A Remotely-Delivered Exercise Training Intervention For English-Speaking Hispanics/Latinos With Multiple Sclerosis: Results From The Ferla Ms Study, Augusto Miravalle

Faculty, Staff and Student Publications

Background: There is limited evidence on the feasibility of remotely delivered exercise interventions for English-speaking Hispanics/Latinos with MS.

Objectives: To evaluate the feasibility and exploratory efficacy of a remotely-delivered, home-based exercise program for English-speaking Hispanics/Latinos with MS and to explore associations among feasibility metrics, outcomes, and social determinants of health (SDOH).

Results: Of 340 individuals contacted, 112 were eligible (33%), 33 enrolled (9.7%), 30 randomized, and 26 completed (87% retention). Adherence averaged 81% (exercise) and 89% (control). No serious adverse events occurred. Exploratory within-group improvements were observed in the exercise group for physical activity (p = 0.03, d = …

Centering Minoritized Parent Perspectives And Pathways For Equitable Nicu Care: A Scoping Review Protocol, Panayiota Senekkis-Florent, Carolyn A. Baker, Emily Gierczynski, Penelope Schreffler

Scoping Review Protocols

Background: Family-centered care (FCC) is a core component of neonatal intensive care unit (NICU) practice, yet families from culturally, racially, ethnically, and linguistically minoritized backgrounds may face barriers to equitable participation in care and decision-making. Understanding these experiences is essential to advancing equity in neonatal care.   Objective: To map the literature describing the experiences of minoritized parents and caregivers in the NICU and identify institutional interventions and healthcare system strategies that support equitable family-centered care and parent-provider partnership.   Methods: This scoping review will follow Joanna Briggs Institute methodology and be reported according to PRISMA-ScR guidelines. Searches will be conducted in …

Building The Infection Prevention Workforce: Development, Implementation And Evaluation Of Texas Epidemic Public Health Institute Infection Prevention And Control 300 Series

Faculty, Staff and Student Publications

Background: The Texas Epidemic Public Health Institute (TEPHI) was established to strengthen infectious disease preparedness across Texas. The Infection Prevention and Control (IPC) 300 Series represents the third year of a multi-tiered educational initiative designed to provide free, accessible, evidence-based IPC training and continuing education credits for the healthcare workforce.

Methods: Registration and attendance data were collected through Zoom™ and Microsoft Teams™. Knowledge assessments, post-module surveys, and mid- and end-of-series evaluations were administered through QuestionPro™. Module content was informed by guidance from APIC, CDC, CMS, and OSHA. Descriptive statistics and the Kirkpatrick Model of Training Evaluation were used to assess …