Digital Commons Network^™

Education Level As A Predictor Of Healthcare Provider Trust Among Black Men: A Quantitative Analysis, Aaron Henry, Howard Straker, Paige Mcdonald, Karen Schlumpf, Jennifer Richmond

GW Research Showcase 2021-2026

No abstract provided.

Exploring Defamiliarization Techniques On Non-Player Characters, Sereen Hamideh

Level Design Theses and Dissertations

This thesis topic explores the cross section between Non-Player Characters and poetic gameplay, a term coined by Dr. Alex Mitchell which is gameplay that is made deliberately strange or defamiliar to invoke reflection. The researcher used three defamiliarization techniques on a recurring Non-Player Character to test the effectiveness of each technique. The researcher created one level with two different, but nearly identical, quests for the game Starfield. One quest, “A Green Thumb,” contained no defamiliarization techniques, serving as a baseline, while the other quest, “A Blue Thumb,” incorporated three defamiliarization techniques. By analysing player feedback, the researcher aimed to explore …

Best Practices For Re-Traversal Using Gating Techniques To Increase Player Engagement, Jonathan J. Murray

Level Design Theses and Dissertations

The thesis explores common gating techniques used in video games to encourage re-traversal. It forms assumptions about effective best practices in level design and applies them to a Dying Light 2 mod that uses gating techniques.

The Emergence Of Resistance Theory And Constitutionalist Thought: Political Thought In The French Wars Of Religion As A Response To A Body Politic In Crisis, Jacob Rooney

Tenor of Our Times

During the French Wars of Religion, both Huguenots and Catholics developed different models of resistance theory, as a response to the political and social crises that had been plaguing France. As a result of this, the theory, practice, and perception of French kingship, was greatly challenged and transformed, as both religious factions expressed their anxieties by calling for resistance against the monarch. Their conclusions, although often antithetical, draw upon a shared metaphor of the body, as a representation of the body politic. Their shared usage of this metaphor, was accompanied by a shared desire to see resistance against a tyrannical …

Otterbein Aegis Spring 2026, Otterbein Aegis

Aegis: The Otterbein Humanities Journal

Contents:

Editors' Introduction; Editorial Board Members

Essays:

"Conveying the Dream-Sensation: On the Prescient Modernism of Heart of Darkness"; "On Momentary Freedom: David Lynch's The Elephant Man"; "Reading Together Alone: Hermeneutics at the Limit in Night"; Samuel Barber's Excursions for Solo Piano"; "The Indigenous Experience of Cultural Genocide Through Art"; "'Your Laura Disappeared': The Fragmentation of Self in David Lynch's Twin Peaks: Fire Walk with Me and Lost Highway".

Reviews:

"Detroit: Become Human"; "Everything is Tuberculosis: The History and Persistence of Our Deadliest Infection"; "Grey Dog"; "Mahmoud Darwish: Palestine's Poet and the Other as the Beloved"; "The Tragedy of Heterosexuality"; "The …

Clark Magazine, Spring/Summer 2026, Clark University

Clark Magazine

The Spring/Summer 2026 edition of Clark Magazine. Clark Magazine is a twice-yearly publication primarily geared towards Clark University Alumni.

The cover story is "From Dream to Destiny: 100 Years Ago, Robert H. Goddard Put Humanity Aboard a Rocket Ride to the Future".

Semantic Entanglement In Vector-Based Retrieval: A Formal Framework And Context-Conditioned Disentanglement Pipeline For Agentic Rag Systems, Nick Loghmani

iSchool - All Scholarship

Retrieval-Augmented Generation (RAG) systems deployed in agentic environments depend on the geometric properties of vector representations to retrieve contextually appropriate evidence for autonomous reasoning. When source documents conflate multiple topics within contiguous text regions, standard vectorization pipelines produce embedding spaces in which semantically distinct content occupies overlapping geometric neighborhoods — a condition we term semantic entanglement. This paper formalizes semantic entanglement as a model-relative measure of cross-topic overlap, defines an Entanglement Index (EI) as a quantitative proxy, and argues that higher EI is associated with reduced attainable Top-K retrieval precision under cosine similarity retrieval. We introduce the Semantic Disentanglement …

Measuring Research Impact At Singapore Management University, Pin Pin Yeo

Research Collection Library

Describes the support and services provided by SMU Libraries to the institution for research assessment.

Federal Extreme Risk Protection Orders: A Potential Pathway To Preventing Mass Shootings, Lilly H. Donahue

William & Mary Journal of Race, Gender, and Social Justice

This Note examines how the creation and implementation of a federal extreme risk protection order (ERPO) statute would impact federal investigations, mass shooting prevention, and the reduction of firearm deaths at large. While ERPOs exist in several states, there is currently no federal statutory scheme to allow federal law enforcement agencies to pursue ERPOs against citizens at risk of harming themselves or others with firearms. By examining the current legal landscape of state-level ERPOs, federal agencies’ investigatory procedures and failures, constitutional and racial equity concerns, and industry best practices, this Note aims to explore what a federal ERPO statute could …

Viscosity And Nano-Crystallinity Of Flow-Banded Rhyolite: A Micro-Raman Approach, Charles Long

Earth and Environmental Geosciences Student Honors Theses

No abstract provided.

The P-Adic Numbers And Zeta-Functions, Maria Francesca Perez

Math Honors Theses

No abstract provided.

Comparing Potential Soil Organic Carbon Storage Based On Dominant Vegetation Types In Central Texas Riparian Grasslands With Loss On Ignition, Renee Trombley

Environmental Studies Honors Theses

No abstract provided.

Smart Waste Management System, Clare Epolite, Mia Tippett, William Yancey, Willem Mccarthy

General Engineering

Improper waste sorting and limited visibility into bin conditions create challenges for waste management operations at Santa Clara University. This project developed a Smart Waste Management System prototype to support improved waste monitoring and provide users with real-time disposal guidance.

The system integrates ultrasonic fill-level sensing, wireless communication through an ESP32 microcontroller, a web-based dashboard, and a mobile waste classification application. Sensor data was transmitted to a dashboard for remote monitoring, while the mobile application used machine learning to classify common waste items and assist users in selecting the appropriate disposal stream.

System performance was evaluated through controlled prototype testing …

Neighborhood Physical Disinvestment And Incident Diabetes Between Visits 1 And 2 Of The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)., Cara M. Smith, Elizabeth W. Spalt, Linda C. Gallo, Jordan A. Carlson, Matthew Allison, Bharat Thyagarajan, Earle C. Chambers, Amber Pirzada, Martha Daviglus, Christina Cordero, Qibin Qi, Elena Austin, Amanda M. Fretts, India Ornelas, Robert Kaplan, Joel D. Kaufman, Stephen J. Mooney

Manuscripts, Articles, Book Chapters and Other Papers

Neighborhood-scale environmental factors, including disinvestment in infrastructure, may impact cardiometabolic disease risk. To our knowledge, no prior studies have investigated the association between neighborhood disinvestment and incident diabetes. We used a virtual street audit of Google Street View Imagery to generate a neighborhood disinvestment score for participants' residential addresses in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). An item response theory model was fit to indicators (litter, graffiti, under-maintained buildings, bars on windows, and abandoned buildings) to form a scale measuring a latent level of disinvestment. Ordinary kriging was used to estimate levels for each residential address within the …

Resilience Factors For Physical Activity After Completion Of Intensive Interdisciplinary Pain Treatment: A Qualitative Analysis., William R. Black, Lora L. Black, Jennifer Christofferson, Liesbet Goubert, Cara M. Hoffart, Dustin Wallace

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: This study explored potential resilience factors that facilitate engagement in physical activity (PA) among adolescents with chronic musculoskeletal pain after completing intensive interdisciplinary pain treatment.

METHODS: Ten adolescents aged 13 to 17 years with a history of chronic musculoskeletal pain from a mid-western pediatric hospital in the United States participated in this qualitative study. Participants provided demographic information and completed semistructured virtual interviews. The interviews focused on their pain experiences, resilience, and engagement in PA. Transcripts were analyzed using primarily directed content analysis based on a pain resilience framework.

RESULTS: Participants highlighted several key resilience factors that influenced their …

Proximal And Distal Factors Associated With Obesity In Childhood: An Exploratory Structural Equation Model., Joseph A. Skelton, Erinn T. Rhodes, Sarah Hampl, Ihuoma Eneli, Edward H. Ip, Sit Study Research Group

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Obesity in childhood is complex; structural equation modeling (SEM) offers an approach to ascertain complicated relationships between weight and proximal (health behaviors, child health) and distal (family/household, community) variables. The objective of the study was to use SEM to map the influence of different etiological clusters on obesity in childhood.

METHODS: Secondary analysis of baseline data from patients and parents enrolled in a multi-site study of pediatric weight management was conducted. The primary outcome was weight status (utilizing percentage above the 95th percentile BMI, %95BMI). SEM was used to evaluate the influences of variables proximal and distal to child …

Assessment Of The Adequacy Of The Fast Healthcare Interoperability Resources (Fhir) Genomics Standard For The Representation Of Somatic Testing Reports., Robert H. Dolin, Bret S E Heale, James Patterson, Kevin Power, May Terry, Howard Anton, James Chen, Kashmira Sawant, Srikar Chamala

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: Enabling the unambiguous communication of cancer genetic testing results and the corresponding therapeutic implications of identified genetic variants is of major clinical importance. In this report, we assess the adequacy of the Health Level Seven Fast Healthcare Interoperability Resources (FHIR) Genomics Reporting Implementation Guide, version 3 (also known as "FHIR Genomics") for the structured communication of semantic objects typically appearing in real-world somatic testing reports.

MATERIALS AND METHODS: The GenomeX project team, part of the CodeX FHIR Accelerator, performed the following assessment: (1) gather a convenience sample of public somatic reports; (2) create a representative somatic report that includes …

Cd8 Trm-Like T Cells Expressing Perforin And Ifn-Γ Define A Pediatric Activated T-Cell Acute Liver Failure Endotype., Tamir Diamond, Catherine A. Chapin, Caroline J. Diorio, Sarah Mccuaig, Michelle Lau, Niansheng Chu, Nora M. Gibson, Portia A. Kreiger, Simon Horslen, Kathleen M. Loomes, Anna M. Banc-Husu, Jaime Chu, M Kyle Jensen, Daniel H. Leung, Amrita Narang, Beth A. Carter, Scott Elisofon, Ryan T. Fischer, Steven J. Lobritto, Mike Leonis, Anna L. Peters, Norberto Rodriguez-Baez, Rene Romero, Philip Rosenthal, David Rudnick, James Squires, Shikha Sundaram, Kyla M. Tolliver, Pamela Valentino, Valerie Durkalski, Estella M. Alonso, Edward M. Behrens

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Activated T-cell pediatric acute liver failure (TC-PALF) is the most common cause of non-acetaminophen PALF, with poor transplant-free survival. Livers in TC-PALF are infiltrated by effector cytotoxic T lymphocytes with markers of tissue-resident memory function (CD8 Trm) and an interferon gamma (IFNγ) transcriptional signature. The PALF-Immune Response Network (PALF-IRN) and the prospective TReatment for ImmUne-Mediated PathopHysiology (TRIUMPH) clinical trial (NCT04862221) aim to characterize the TC-PALF immune pathology and utility of T-cell directed therapy to improve transplant-free survival.

METHODS: TRIUMPH patients with TC-PALF were compared with healthy children and disease controls utilizing multiparameter flow cytometry and 3' single-cell RNA sequencing …

Confessions In Cases Of Child Physical Abuse-A Capnet Study., Margaret R. Russell, Antoinette L. Laskey, Henry T. Puls, Suzanne P. Starling, Joanne N. Wood, Daniel M. Lindberg, Nancy S. Harper, Caitlin R. Mcnamara, Angela W. Bachim, Farah W. Brink, Lori D. Frasier, James Anderst, Porcia Vaughn, Kristine A. Campbell

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: Prior research on confessions of physical abuse (PA) has explored mechanisms of injury. Little is known about conditions supporting a confession of abuse or how confessions may influence case outcomes.

METHODS: This cross-sectional study of suspected PA in children aged < 10 years at 10 centers participating in CAPNET, a multicenter child PA research network, included children with in-person Child Abuse Pediatrics (CAP) consultations between February 2021 and December 2022 and excluded children without injury. Our focus was a confession of inflicted injury known to the CAP during clinical involvement. We compared child and clinical characteristics, out-of-home (OOH) placements, and arrests between cases with and without confessions. Multivariable models using generalized estimating equations (GEE) produced adjusted predicted probabilities (APP) clustering by CAPNET site.

RESULTS: Confessions were known to CAPs in 115/4297 (2.7%) cases, with significant site variability. In a multivariable GEE model, confessions were more likely in cases with injuries with high specificity for abuse (APP 6.0% vs 1.6%, P < .001), near-fatality (APP 5.6% vs 2.3%, P < .001), and older children (APP 4.8% vs 2.5%, P = .025). OOH placements and arrests were more common in cases with confessions. CAP awareness of confessions, OOH placements, and arrests did not follow racial or ethnic patterns seen in the US child welfare system. Lower socioeconomic status was associated with OOH placements and arrests but not with CAP awareness of confessions.

CONCLUSIONS: Our findings highlight differences in case characteristics and outcomes where a confession is known to the CAP and raise questions about …

Protocol For Non-Invasive Assessment Of Skeletal Muscle Structure And Function In Adolescents With Single Ventricle Heart Disease: A Cross-Sectional, Case-Control Study., Tyler A. Fick, Trent J. Herda, Emily Cramer, David A. White, Daniel Forsha

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Congenital heart disease (CHD) is the most common congenital malformation, and the most severe type, single ventricle (SV) heart disease, requires the Fontan surgical palliation. Fontan palliation minimizes hypoxemia and volume overload by separating systemic and pulmonary circulations, resulting in the absence of a sub-pulmonary pump. Skeletal muscle health may have a greater relative contribution to overall functional capacity of those with SV physiology, via the skeletal muscle (SkM) pump mechanism and oxidative capacity. The purpose of this study is to comprehensively evaluate multiple domains of SkM in this population compared to those with normal cardiac anatomy.

METHODS: Forty …

Determinants Of Toothbrushing Behavior Among 12-Year-Old Children: An Application Of The Health Belief Model, Fitri D. Oktadewi, Riski A. Hidayah, Ryana B. Purnama, Ananda P. Yuliani

Journal of Dentomaxillofacial Science

Objective: Effective toothbrushing behaviors in school-aged children play an important role in preventing dental and oral health problems. At the age of 12, the behaviors constitute a critical phase in the formation of healthy lifestyle habits. Therefore, this study aimed to analyze the factors that influence toothbrushing behaviors in 12-year-old children based on the Health Belief Model (HBM) theory.

Material and Methods: A total of 92 12-year-old children were selected by cluster sampling method at elementary schools in Banyumas, Central Java. The independent variables included perceived susceptibility, severity, barrier, and benefit in accordance with HBM. The dependent variable comprised toothbrushing …

Penforge: On-The-Fly Expert Agent Construction For Automated Penetration Testing, Huihui Huang, Jieke Shi, Junkai Chen, Ting Zhang, Yikun Li, Chengran Yang, Eng Lieh Ouh, Lwin Khin Shar, David Lo

Research Collection School Of Computing and Information Systems

Penetration testing is essential for identifying vulnerabilities in web applications before real adversaries can exploit them. Recent work has explored automating this process with Large Language Model (LLM)-powered agents, but existing approaches either rely on a single generic agent that struggles in complex scenarios or narrowly specialized agents that cannot adapt to diverse vulnerability types. We therefore introduce PenForge, a framework that dynamically constructs expert agents during testing rather than relying on those prepared beforehand. By integrating automated reconnaissance of potential attack surfaces with agents instantiated on the fly for context-aware exploitation, PenForge achieves a 30.0% exploit success rate (12/40) …

Arkansas Cotton Variety Tests 2025, F. Bourland, J. Gann, B. Lovelady, B. Guest Jr, J. Mcalee, L. Martin, Z. Treadway, C. Henderson

Arkansas Agricultural Experiment Station Research Series

The primary goal of the Arkansas Cotton Variety Tests is to provide unbiased data regarding the agronomic performance of cotton varieties and advanced breeding lines in the major cotton-growing areas of Arkansas. This information helps seed companies establish marketing strategies and assists producers in choosing varieties to plant. These annual evaluations will then facilitate the inclusion of new, improved genetic material in Arkansas cotton production. Adaptation of varieties is determined by evaluating the lines at five University of Arkansas Division of Agriculture research sites (Manila, Keiser, Judd Hill, Marianna, and Rohwer). The tests at Rohwer were abandoned due to undefined …

Challenges In Synchronous And Remote Collaboration Around Visualization, Matthew Brehmer, Maxime Cordeil, Christophe Hurter, Takayuki Itoh, Wolfgang Büschel, Mahmood Jasim, Arnaud Prouzeau, David Saffo, Lyn Bartram, Sheelagh Carpendale, Chen Zhu-Tian, Andrew Cunningham, Anthony Tang, Samuel Huron, Masahiko Itoh, Arpit Joshi, Kiyoshi Kiyokawa, Hideaki Kuzuoka, Bongshin Lee, Guillermo Molina León

Research Collection School Of Computing and Information Systems

We characterize 16 challenges faced by those investigating and developing remote and synchronous collaborative experiences around visualization. Our work reflects the perspectives and prior research efforts of an international group of 29 experts from across human-computer interaction and visualization sub-communities. The challenges are anchored around five collaborative activities that exhibit a centrality of visualization and multimodal communication. These activities include exploratory data analysis, creative ideation, visualization-rich presentations, joint decision making grounded in data, and real-time data monitoring. The challenges also reflect the changing dynamics of these activities in the face of recent advances in extended reality (XR) and artificial intelligence …

Thinktank-Me: A Multi-Expert Framework For Middle East Event Forecasting, Haoxuan Li, He Chang, Yunshan Ma, Yi Bin, Yang Yang, See-Kiong Ng, Tat-Seng Chua

Research Collection School Of Computing and Information Systems

Event forecasting is inherently influenced by multifaceted considerations, including international relations, regional historical dynamics, and cultural contexts. However, existing LLM-based approaches employ single-model architectures that generate predictions along a singular explicit trajectory, constraining their ability to capture diverse geopolitical nuances across complex regional contexts. To address this limitation, we introduce ThinkTank-ME, a novel Think Tank framework for Middle East event forecasting that emulates collaborative expert analysis in real-world strategic decision-making. To facilitate expert specialization and rigorous evaluation, we construct POLECAT-FOR-ME, a Middle East–focused event forecasting benchmark. Experimental results demonstrate the superiority of multi-expert collaboration in handling complex temporal geopolitical forecasting …

Finding Missing Input Validation In Tees Via Llm-Assisted Symbolic Execution, Chengyan Ma, Jieke Shi, Ruidong Han, Ye Liu, Yuqing Niu, David Lo

Research Collection School Of Computing and Information Systems

Trusted Execution Environments (TEEs) provide hardware-enforced isolation that protects sensitive code and data from untrusted software. Despite their strong security guarantees, analyzing TEE applications remains challenging due to the high cost and complexity of configuring complete TEE build and runtime environments, as well as the limited observability imposed by hardware isolation. This paper presents SymTEE, a novel large language model (LLM)-assisted symbolic execution framework for detecting missing input validation issues in TEE applications without requiring real TEE setups. SymTEE begins by leveraging Abstract Syntax Tree (AST) analysis to extract TEE code slices that may lack sufficient input validation, and then …

Corporate Response To The Black Lives Matter Movement: Determinants Of Speaking Out In Support Of Social Causes, A. J. Yuan Chen, Patricia M. Dechow, Samuel T. Tan

Research Collection School Of Accountancy

We document that firms vary in their timeliness of support for the Black Lives Matter (BLM) movement following the death of George Floyd in May 2020, and that timeliness is an indicator of authenticity. We predict that firms that speak out quickly in support of BLM (via Twitter or their websites) have made more investments in diversity and inclusion, relative to firms that speak out slowly (via conference calls or annual reports) or that remain silent. Consistent with this prediction, quick-disclosing firms have greater workforce diversity, have boards with greater ethnic diversity, and are more likely to tie executive compensation …

Trust: The Invisible Force Behind Effective Leadership During Times Of Change, Lindsay Atoro

M.S. in Leadership

Workplace change is constant, yet most change management models focus on logistical, financial, and operational factors, overlooking the human aspects. Strategies to support employees often neglect the critical role of trust in effectiveness and success. To more deeply explore the role of trust, this study combined a comprehensive literature review with leader interviews to compare theoretical findings with real-world practices. Results revealed that while leaders acknowledged the importance of trust in leading teams through change, fewer than half explicitly identified it without prompting. Trust was consistently referenced, though often implicitly, reflecting a pattern in the literature where trust was acknowledged …

Calibrating Self-Awareness: Constructive Feedback As A Foundation For Leadership Effectiveness, Kelly Schwindt Calhoun

M.S. in Leadership

No abstract provided.

Gaps In Ghana's Maternal Referral System And Their Impact On Maternal Mortality, Deborah Nyonator

GW Research Showcase 2021-2026

No abstract provided.