Digital Commons Network^™

Evaluation In Applied Ai: Predictive Modeling, Agent Safety, And Model Validation, Tanmay Sah

Harrisburg University Dissertations and Theses

This dissertation focuses on three applied challenges in machine learning and artificial intelligence: predicting social media content virality, evaluating safety in tool using large language model agents, and standardizing model validation in regulated settings. Across these domains, the dissertation argues that evaluation in applied AI must be matched to context, combining predictive performance with the relevant evidence needed for interpretability, safety, reproducibility, and governance readiness. First, Decoding Reddit Memes Virality extracts and analyzes 16,968 posts using computer vision, natural language processing, and gradient boosting to identify visual, textual, and temporal signals associated with virality. Second, The Verifier Tax designs and …

Rachel F. Moran, Rachel F. Moran

Faculty CVs

No abstract provided.

Study Finds Major Gaps In Dementia Care Across Mississippi, Clara Turnage

University of Mississippi News

OXFORD, Miss. – Some 80% of Mississippi counties have no adult day service centers, and even counties that do have centers cannot meet the needs of people with dementia and their caregivers, a new University of Mississippi-led study indicates.

Catacombs In Context: Exploring Roman Architectural Influence In The Catacombs Of Rabat, Malta, Emily S.R Hodson

Classical Mediterranean and Middle East Honors Projects

Previously, scholarship on the Mediterranean catacombs has focused on isolated sites or on the religious significance and iconography of regional groups. By contextualizing the archaeological data through comparison and recentering the discussion on architecture, this research offers a contextualized, non-apologetic picture of ancient Mediterranean catacombs. This architectural comparison between the Roman catacombs and those of St. Paul and Abbatija Tad-Dejr in Malta reveals both significant architectural change and the persistence of archaic features, suggesting a high degree of cultural continuity under Roman provincial governance on Malta (218 BCE - c. 5th - 6th centuries CE). This, paired with the emergence …

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal of Florence Normal College, January 1910.

2025 Nursing Annual Report, Children's Health System Of Texas

2025

No abstract provided.

When Wedding Bells Stop Ringing: An Economic Analysis Of The U.S. Fertility Crisis, Mia Sideris

Business and Economics Honors Papers

Fertility in the U.S. has been in steady decline since the Great Recession. Surveyed opinions suggest this trend stems less from changing attitudes in ideal family size, and more from tangible barriers preventing people from having as many children as they desire. This paper explores several economic and social pressures that may have contributed to this discrepancy, with an emphasis on marriage. Marriage is considered to be the infrastructure that enables childbearing by minimizing both monetary and time costs. Using fixed effects and random forest regression, we estimate the impact of these measures and their relative importance on fertility decisions. …

Objects In The Sunset, Iskander Guetta

Masters of Environmental Design Theses

This research explores everyday design practices in the Maghreb shaped by economic, political, and ecological struggles amid transnational debates on decolonizing design. To do so, it looks at objects in, through and with the sunset. Taking المغرب — the place where the sun sets — as a conceptual lens, Objects in the Sunset illuminates the savoir-faire born from dispossession, scarcity, and epistemic violence. Working across different scales of the built environment — infrastructures, spaces, objects, and materials — it shifts design away from Eurocentric conceptions: from rationalization to resourcefulness, homogeneity to heterogeneity, optimization to adaptation, disposability to repair, and universal …

Advocating For Healthy Work Environments: Addressing Workplace Violence Against Nurses With Research, Kendrea Lea Todt, Kathleen Kinser, Hannah Grace Shipp, Florence Weierbach, Kimberly Ferguson, Teresa Carnevale

Creating Healthy Work Environments (CHWE)

Introduction: Nurses globally experience workplace violence (WPV) daily (Kafle, 2022), significantly increasing since the COVID-19 pandemic (National Nurses United, 2024). Nursing is the most trusted profession in the United States of America (USA) (American Nurses Association, 2025) and yet nurses are five times more likely to be assaulted at work than other occupations (Occupational Safety Health Administration, n.d.). WPV creates an unpleasant environment that negatively impacts nurses’ well-being (Kolutek et al., 2024) and perceptions of patient care quality (Shafan Tivka et al., 2024). This highlights the importance of addressing WPV as a workforce and patient care issue.

Background: In Tennessee, …

The Age-Dependent Resident Myonuclear Multi-Omic Response To An Acute Skeletal Muscle Hypertrophic Stimulus In Mice, Pieter J. Koopmans, Ronald G. Jones, Ana Regina Cabrera, Francielly Morena, Nicholas P. Greene, John J. Mccarthy, Ahmed Ismaeel, Yuan Wen, Kevin A. Murach

Physiology Faculty Publications

A detailed analysis of how muscle fiber nuclei (myonuclei) respond to a hypertrophic stimulus could provide a critical step toward understanding compromised skeletal muscle plasticity with age. We used recombination-independent doxycycline-inducible myonucleus-specific fluorescent labelling, tissue RNA-sequencing, myonuclear DNA methylation analysis, multi-omic integration, and single myonucleus RNA-sequencing (smnRNA-seq) to define the molecular characteristics of adult (6–8 month) and aged (24 month) murine skeletal muscle after acute mechanical overload (MOV). In adult and aged MOV muscles, we found that: 1) similarities in the transcriptional response to loading—specifically in metabolism genes – were partly explained by a post-transcriptional microRNA-mediated mechanism that we corroborated …

Mitigating "Weird": How Undergraduate Teaching Assistants Navigate Role Conflict With Ease Through Repertoires Of Action, Emery Teague

Sociology Honors Projects

Research in role theory has generated insufficient knowledge about how role conflict and role strain intersect, leaving questions of how actors navigate and manage these phenomena in real time. Drawing inspiration from cultural sociology and contentious politics, I theorize that individuals use repertoires of action to mitigate role challenges. Empirically, I investigate how undergraduate teaching assistants manage conflicting and contradictory social roles at a small liberal arts college, given their extensive contact with students outside of the classroom. Analysis of over 15 interviews and ethnographic shadowing of key participants of this population demonstrates the multifaceted, yet recurring, ways that teaching …

Do National Parks Significantly Improve Air Quality?, Xinyi Liu

Honors Capstones

Healthy living has long been a goal pursued by individuals. In an era where PM2.5 concentrations and greenhouse gas levels are steadily increasing, many people prefer to live in areas with relatively lower levels of air pollution. National parks, as well-known protected areas, typically contain more vegetation and water resources, along with lower levels of human activity. This suggests two potential mechanisms: first, pollutant emissions are expected to be lower; second, vegetation, water bodies, and non-urban land may contribute to the removal or deposition of airborne pollutants, including particulate matter. In everyday experience, people often perceive the air to be …

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal for Florence Normal College, October 1909.

*Press of The Florence Times*

Challenges To Artificial Intelligence-Enabled Digital Technology Adoption In Farms: A Multi-Method Approach, Guoqing Zhao, Shaofeng Liu, Xiaoning Chen, Huilan Chen, Xinyi Li, Guoste Pivoraite

Plymouth Business School

Artificial intelligence (AI)-enabled digital technologies have the potential to transform agriculture by supporting decision-making and automating operations. However, their limited adoptions and scholars’ atheoretical explorations constrain our understanding. Drawing on the technology-organization-environment (TOE) framework, we investigate the challenges hindering the AI-enabled technology's adoption in farms using a multi-method approach, including semi-structured interviews, thematic analysis, total interpretive structural modeling, and fuzzy cross-impact matrix multiplication applied to classification analysis. Our finding shows novelty in several aspects. First, we identify 13 challenges, some of which are underexplored, such as the absence of effective intermediaries in promoting agricultural technology. Second, we developed a hierarchical …

From Theory To Action: Expanding The Reach Of Research, University Of Dayton

University Libraries Blog Archive

Article fees don't stand in the way of publishing UD scholarship.

Je Me Vois En Toi: La Construction D’Identité Nationale Française À Travers Les Représentations Filmiques De La Triangulation Franco-Américaine, De Demy À Godard, Molly E. Friedrichs

French Honors Projects

This project explores the role of cinema in the establishment and rupture of “Franco-American triangulation” through representations of the United States in French cinema. Through an analysis of films by Jacques Demy and Jean-Luc Godard, I apply theories of the definition of the nation, the image, and the spectacle to analyze the relationship between the French nation and the cinematic image of the United States in the Nouvelle Vague. Ultimately, this paper uses technical and visual analysis to understand the powers and limits of film both to facilitate Franco-American triangulation, and to represent and critique French national ideology.

It’S No Longer Greek To Me: A Gamified Parsing Study Tool, Josiah J. Lane

Senior Honors Theses

Learning Koine Greek presents significant challenges due to the language’s complex morphology, including multiple verbal forms encoding tense, aspect, mood, voice, person, and number. Traditional methods relying on rote memorization often fail to support long-term retention and rapid parsing ability. This project presents a web-based parsing study tool designed to address these challenges by integrating spaced repetition algorithms, active recall, and gamification principles. The system leverages a relational database of lexical forms and parsed words, enabling adaptive scheduling of practice items based on individual learner performance. Gamified elements, including scoring, progress tracking, and immediate feedback, sustain engagement and encourage consistent …

The Weaponization Of Transnational Crime: A Triangular Analytical Model For Hybrid Threat Development In U.S.–China–Russia Relations, 2000–2025, Michael J. Haak

Senior Honors Theses

This thesis examines the evolving strategic relationship between the United States, China, and Russia from 2000 to 2025 through a triangular model based on reactions to systemic pressures to core strategic interests. The study employs a thematic qualitative data analysis on U.S., Chinese, and Russian national security strategies to analyze strategic posturing between poles over time. This new model serves as the study’s basis for contextualizing hybrid threat development, specifically transnational crime as a proxy force of asymmetric power projection. The study found that the evolution of state-supported transnational crime serves as a by-product of reactions to systemic pressure. State …

Feeding The Future: Prenatal Dietary Effects On Offspring Neurodevelopment, Emma Whatley

Senior Honors Theses

This study examined the effects of prenatal Western (WD) and Mediterranean (MD) diets on offspring metabolic, cognitive, and neurobiological outcomes in a preclinical mouse model. Working and long-term memory performance, dendritic morphology, and gene expression were assessed using behavioural tests (CAL, YMRM, WM) and Golgi-Cox analyses. Behavioural effects were minimal, with female MD offspring showing improved memory performance under standard conditions. Metabolic findings showed effects on body weight and blood glucose. Dendritic morphology was largely unchanged; however, subtle, sex-specific differences were observed. Differential gene expression between MD and WD suggests a role for future environmental stressors. Prenatal diet affects molecular …

Cultural Intelligence (Cq) In Engineering Students: A Case Study Of Northern Ireland And Ireland, Una Beagon, Margaret Morgan

Research Outputs: 2025-Present

Globalisation requires engineers to collaborate effectively in diverse teams and communicate across cultural boundaries. To design classroom interventions that foster students’ cultural intelligence (CQ), it is crucial to establish a baseline of current CQ levels. This study surveyed 143 engineering students in Northern Ireland and Ireland, employing The Cultural Intelligence Scale (CQS). Findings indicate that the CQ scores of engineering students is comparable to other worldwide studies, scoring highly on Motivational, Metacognitive and Behavioural CQ, but less so on Cognitive CQ. Statistical differences using paired t-tests indicate that women self-report higher scores than men in Cognitive, Motivational and Behavioural CQ …

The Echo: May 4, 2026, Taylor University

2025-2026 (Volume 113)

No abstract provided.

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal of Florence Normal College, January 1911.

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal of Florence Normal College, October 1910.

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal of Florence Normal College, May 1910.

Florence Normal College Quarterly, Faculty Of Florence Normal College

Documents

Faculty Quarterly Journal of Florence Normal College, March 1910.

*Press of The Florence Times*

Empowering Novice Nurses Through Teamstepps: Cultivating A Culture Of Safety And Communication, Daphne Thomas, Marie M. Prothero, Kambrie Rankin, Amber Lawrence

Creating Healthy Work Environments (CHWE)

Novice nurses are particularly vulnerable to medical errors, often hesitant to speak up for fear of appearing incompetent. Additionally, many healthcare professionals lack the communication skills necessary for promoting patient safety. To address this, the Agency for Healthcare Research and Quality (AHRQ) and The Joint Commission advocate for standardized communication tools such as TeamSTEPPS—an evidence-based framework designed to enhance team structure, leadership, situation monitoring, mutual support, and communication.

Recognizing the importance of these competencies, nurse educators in a College of Nursing integrated TeamSTEPPS across their undergraduate curriculum's didactic, clinical, and simulation settings. This initiative aligns with the American Association of …

Phenological Overlap In Obligate Plant-Pollinator Mutualism, Austin J. Carlson

2026 Spring Honors Capstones Projects

Plant-pollinator mutualisms require temporal overlap between flowering and pollinator activity, so climate-driven timing shifts can weaken the interaction and, in severe cases, destabilize the system. This work investigates how reduced overlap affects persistence in an obligate plant-pollinator pair using a coupled differential equation model in which a phenological overlap factor scales the saturating mutualistic benefit. Simplification with a constant overlap enables closed-form equilibrium and stability analysis, revealing that below a critical overlap threshold, coexistence is no longer maintained. Rescaling reduces the parameter space from ten quantities to seven dimensionless groups, and sensitivity analysis identifies the degree of species dependence and …

Neural Mechanisms Underlying Jung’S Active Imagination: A Review And Hypothesis, Charles R. Fox

Journal of Conscious Evolution

Active imagination is a key technique of Jungian analysis. Despite its centrality, and its potential importance beyond Jungian psychology to the area of systems neuroscience, psychology, and consciousness studies, there are no known neurological mechanisms underlying this psychological phenomenon. There is a history of using the types of mental imagery used in active imagination to explore consciousness. The development and use of active imagination is briefly reviewed, and a case is developed that the neurology underlying active imagination would be fruitfully explored by considering it a special case of mystical experience. Active imagination primarily uses the right hemisphere processing of …

Automated Analysis Of Radiation Oncology Incident Reports Using Large Language Models, Nathan A. Dobranski

LSU Master's Theses

Patient safety incident reporting in radiation oncology requires expert analysis that is time-intensive and subject to variability. This thesis presents the development and technical validation of a locally deployed large language model (LLM) system for automated incident report analysis across multiple cancer centers. The system was designed for automated summarization and taxonomy assignment of Radiation Oncology Incident Learning System (RO-ILS) reports, operating entirely on local infrastructure to preserve patient privacy. A two-round, multi-rater evaluation methodology was employed, incorporating 600 total expert evaluations from two academic cancer centers. Round 1 established baseline performance using Mistral 7B and Mixtral 8x7B models with …

Miracles Or Mirages? Miracle Language In Medical Communication, Thomas Yu

Senior Honors Theses

The current study seeks to understand how miracle language exists as a persuasive tool by examining the usage of miracle language in the discourse surrounding the release of Xolair for individuals with food allergies. This was accomplished by conducting a qualitative analysis of the miracle language employed by those engaged in the Xolair discourse. An extensive literature review was conducted to gain a foundational understanding of medical persuasion and miracle language, as well as an understanding of the theoretical foundations of this study. Twenty-four pieces of literature from pharmaceutical companies, and food allergy community members were chronicled and studied utilizing …