Digital Commons Network^™

Implementation Of A Mindfulness Intervention Among Professional Firefighters And The Effect On Perceived Stress Levels, Rachel L. Mowry

Creating Healthy Work Environments (CHWE)

Problem Statement: Firefighters experience high levels of stress related to their occupation that negatively impacts their physical and mental health and can lead to loss of occupation, decreased work productivity, and suicide. Occupational stress in firefighters impacts firefighters as individuals, as well as their places of work and communities; therefore, this phenomenon should be investigated further. Mindfulness is a strategy which is shown to be effective in the reduction of occupational-related stress. Mindfulness-based strategies can be delivered through a variety of methods including mindfulness-based stress reduction, mindfulness-based cognitive therapy, virtual mindfulness interventions, and other structured programs. Increased mindfulness has been …

Understanding Treatment Adherence Among Patients With Pulmonary Hypertension, Justin Wilson, Jill Cox, Rula Btoush

Creating Healthy Work Environments (CHWE)

Several effective treatment options are currently available for patients with pulmonary hypertension (PH), including pharmacologic therapies such as breakthrough prostacyclin infusions, the use of durable medical equipment’s, and a myriad of lifestyle modifications. In spite of the availability of these treatment options, many patients remain unsure about their disease and the regular use of recommended treatment. Treatment adherence is defined as the extent to which a person's medication taking behavior, diet, and lifestyle changes corresponds with agreed health care providers recommendations (Burkhart & Sabaté, 2003). Even though a plethora of research has addressed treatment adherence among patients with various diagnoses, …

On Explaining The Sentiments In Prediction Of Stock Movement: An Xai-Based Analysis, D. J. Ranade, Sarthak Bhaya, Siddhanth Bhimakari, Moe Aye Chan, Keith Quille, Rajesh Jaiswal

Research Outputs: 2025-Present

Empirical evidence shows that short-horizon equity returns are not fully random; there is a degree of predictability, especially when traditional financial data is combined with public sentiment measures. Sentiment-based features have been used to improve prediction tasks, but there is limited explanation of their contribution. In addition, the impact of news on investor sentiment, and how that impact decays over time, has rarely been investigated. To bridge this gap, we integrate sentiment scores extracted from financial news headlines using HKUST FinBERT with daily market-based indicators to predict the next-day price direction. We evaluated two aggregation strategies: the most confident news …

Digital Services Taxes And The Wto, Reuven S. Avi-Yonah, Doron Narotzki

Articles

In an excellent Tax Notes article, Claudio Cipollini argues that the United States has adopted a paradoxical stance regarding digital services taxes. On one hand, the United States has repeatedly characterized DSTs as discriminatory trade barriers that unfairly target U.S. technology firms. On the other, it has systematically obstructed appointments to the Appellate Body of the WTO, leaving the dispute settlement mechanism effectively inoperative and ineffective. Cipollini presents this as a “missed WTO route,” suggesting that a functioning WTO system would primarily serve U.S. interests by disciplining European DSTs under the General Agreement on Trade in Services (GATS).

This article …

Weather As A Weapon Of War: The Legality Of Cloud Seeding Under International Humanitarian Law, Fatemah Albader

Seattle Journal of Technology, Environmental, & Innovation Law

No abstract provided.

The Double-Edged Sword Of Ai In Elections: Navigating Risks And Opportunities In Washington State, Payvand Khastkhodaei

Seattle Journal of Technology, Environmental, & Innovation Law

No abstract provided.

Deepfake Danger: The Urgent Need For Federal Protections Against Ai-Generated Pornography, Benjamin Comfort

Seattle Journal of Technology, Environmental, & Innovation Law

No abstract provided.

Qualitative Methods For Health Research, 5th Edition: A Review, Rikki Mangrum

The Qualitative Report

Qualitative Methods for Health Research (5^th ed.; Green et al., 2025) is an introductory textbook that provides an overview of qualitative methodology as it is used in health-related fields, including public health, healthcare delivery, and medical science. It provides instruction on theoretical principles, core methods and their implementation, and related topics such as developing research proposals and publishing study results. This new addition includes updated content and new content pertinent to recent developments that have affected health research practices, such as the COVID-19 pandemic and broader awareness of the impact of colonialism and racial discrimination.

Enhancement Of Plastic Deformation In Ultrasound-Assisted Cold Spray Of Tungsten: A Molecular Dynamics Study, Md Tusher Ahmed, Farid Ahmed, Jianzhi Li

Manufacturing & Industrial Engineering Faculty Publications

Tungsten (W) is widely valued for its exceptional thermal stability, mechanical strength, and corrosion resistance, making it an ideal candidate for high-performance military and aerospace applications. However, its high melting point and limited room-temperature plasticity pose significant challenges for processing W using additive manufacturing (AM). Cold spray (CS), a solid-state AM process that relies on high-velocity particle impact and plastic deformation, offers a promising route for additive manufacturing of W, yet conventional CS fails to induce sufficient plastic deformation for effective bonding. In this study, we employ atomistic simulations to investigate the effect of ultrasonic perturbation in …

Relationship Between Navigation Success, Diagnostic Accuracy, And Ventilation Strategy: Retrospective Chart Review Of 224 Consecutive Navigational Bronchoscopic Procedures Performed Under General Anesthesia, Basavana Goudra, Prarthna Chandar, Divakara Gouda, Harrison Yang, Ganan Muhunthan, Suvan Sundaresh, Michael Stuart Green

Department of Medicine Faculty Papers

Background: Navigational bronchoscopy (NB) enables precise sampling of peripheral and central pulmonary nodules using shape-sensing or electromagnetic guidance. A major challenge is anesthesia-induced atelectasis, which alters lung anatomy, reduces registration accuracy, and is known to lower diagnostic accuracy. To counteract this, ventilatory protocols such as the Ventilatory Strategy to Prevent Atelectasis (VESPA) and the Lung Navigation Ventilation Protocol (LNVP) have been recommended. Their adoption and clinical impact, however, remain uncertain. Methods: We conducted a retrospective review of 224 consecutive NB procedures performed under general anesthesia at a single academic medical center (January 2020–August 2024). Demographic, anesthetic, and ventilatory data were …

Mmu: 02/16/26-02/22/26, Student Bar Association

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Riding The Rush: A Deep Learning Approach To Bus Overcrowding Prediction, Nikhitha Guttula, Akshay Vellanki, J. S.N. Sudhamayi Putchakayalapalli, Akhil Ratnam, Rajesh Jaiswal, Keith Quille

Research Outputs: 2025-Present

Overcrowding in public transport is often explained by common-sense factors such as peak hours and busy routes. While these patterns are well known, what remains unclear is whether machine learning can uncover less obvious interactions that go beyond human intuition. This study investigates whether predictive models can not only forecast bus overcrowding but also reveal overlooked dynamics within operational data that traditional analysis might miss. Using timestamped stop-level records containing temporal and route-based features (hour of day, day of week, stop ID, line ID, and vehicle capacity), we develop machine learning and deep learning models to identify high-load events. Explainable …

Data Preprocessing Methods For Automating Mlops Pipelines: A Comparative Study, Surya Teja Gowd Ayinavilli, Keith Quille, Tarry Singh

Research Outputs: 2025-Present

Preprocessing tools for data are increasingly being utilized in MLOps pipelines to develop models automatically. However, the fairness and reliability of automated processes are inadequately researched, risking causing performance degradation or bias. This discrepancy is addressed in this thesis with an evaluation of automated data preprocessing methods compared to a baseline approach, designed for integration into a TensorFlow Extended (TFX) pipeline. The performance of each method was compared in terms of classification measures and subgroup fairness to determine potential bias. Significance tests were employed to compare the performance of each automated method against the baseline. The results indicate that around …

Educators' Evaluation Of Explanation Types In Xai For Higher Education Dropout, Henry Maathuis, Jan Glazenborg, Meike Grol, Keith Quille

Research Outputs: 2025-Present

First-year student dropout rates represent a global challenge, particularly in Computer Science programs. In response, the Predict Student Success (PreSS) tool was developed over two decades using Naïve Bayes, a black box machine learning model, to identify students at risk of early withdrawal or academic failure. Given growing concerns about the use of black box models in high-stakes domains such as education, this study builds on former research by comparing the Naïve Bayes model to three glass box AI models: Decision Tree, Explainable Boosting Machine, and Automatic Piecewise Linear Regression. These models were used to generate four types of explainable …

Leveraging Graph Neural Networks For Explainable And Adaptive Seismic Risk Modelling (Work In Progress)), Shivam Tyagi, Musfira Jilani

Research Outputs: 2025-Present

Seismic risk modeling predicts the likelihood of earthquake occurrences in different regions over time. This presents a distinctive challenge as both the spatial structure of underlying geological features and the temporal evolution of seismic events must be accounted for accurately. In addition, for planners and decision-makers, it is essential that such models are not only accurate but also explainable. However, most existing models lack explainability, which limits their usefulness. This research proposes a novel graph neural network based seismic risk modeling methodology that is both explainable as well as adaptable, as it allows decision-makers the flexibility to choose the risk …

Emotional Intelligence And Problem-Solving Correlations And Impact On Employability: A Case Study From The Uae, Ganka Ivanova, Rakan Alhrhasheh

All Works

In this study, we aim to address questions about how UAE Leadership Development Plans and Employability connect with current students in UAE classrooms by evaluating the correlation between the employability of UAE university students and their emotional intelligence (EI) and problem-solving skills. Moreover, we cover what must be considered in the curricula of UAE Universities to prepare future leaders to lead the workforce. To that end, we employed an employability test developed by AQR International UK and collected data from 310 undergraduate students aged 17 to 55. Both EI and problem-solving skills were strongly positively correlated with employability (p < .001). Even though male participants scored higher than female participants for EI and problem-solving skills, analysis of variance revealed nonsignificant gender differences (p > .05 …

The George-Anne Daily, Georgia Southern University

George-Anne Media Group: Newsletters & Magazines

No abstract provided.

Eye Of The Beholder: Exploring Correlates Of Subjective Cognition In Older Adults With And Without Insomnia, Amy N. Costa

USF Tampa Graduate Theses and Dissertations

It is unclear how subjective cognition is related to current objective cognitive functioning in older adults, but subjective cognitive complaints are a risk factor for future cognitive decline. A lack of awareness of even subtle changes in objective cognitive performance could lead to missed opportunities for early intervention. Given past work and known associations between sleep, cardiac autonomic functioning, and cognition (both subjective and objective), it is plausible to hypothesize these factors may influence subjective cognition. Understanding how and when the subjective and objective cognition relationship diverges may inform clinicians on how to best assess cognitive functioning and factors (i.e., …

An Autoethnographic And Relational Exploration Of Identity Negotiation Within Romantic Relationships Between Nonbinary Partners And Cisgender Women, Maddison L. Russell

USF Tampa Graduate Theses and Dissertations

This dissertation explores how trans and cisgender partners negotiate gender identity, care, and relational well-being through an autoethnographic examination of everyday communication. The study draws from eighteen personal narratives across family, academic, and romantic contexts to trace how gender-based microaggressions and cisnormative expectations become embedded in ordinary talk, gestures, and silences, shaping identity development and relational stability. At its core, this work argues that relationality emerges as a pervasive and constitutive condition that shapes how affirmation, misrecognition, and belonging are experienced within trans/cis relationships and across time. Through examining moments of misunderstanding, minimization, and avoidance, the study reveals how microaggressions …

Metastatic Castrate-Resistant Prostate Cancer To The Penis Resulting In Malignant Priapism And Urethral Obstruction, Courtney Stewart, Joon Yau Leong, William Kevin Kelly, Mihir Shah

Department of Urology Faculty Papers

A 76-year-old male with metastatic castrate-resistant prostate cancer was found to have metastatic disease to the urethra and penis on PSMA PET scan. This resulted in constant pain due to obstruction of blood flow through the corpora cavernosum resulting in priapism and urethral obstruction. The patient underwent a radical penectomy, partial urethrectomy and perineal urethrostomy creation. Final pathology confirmed metastatic prostatic adenocarcinoma. Although rare, prostate cancer can metastasize to the corpora spongiosum or cavernosa. Treatment options are limited, and surgical excision with urinary diversion is likely to provide the most durable outcomes for one's quality of life.

Understanding Perceptions Of A Peruvian Local Market Program: A Reflexive Thematic Analysis, Rosmery Ramos-Sandoval Dr., Jano Ramos-Diaz

The Qualitative Report

Despite growing global interest in short food supply chains (SFSCs), little is known about how consumers in developing countries perceive these models, especially through digital platforms like social media. This study investigates how Twitter users represent and perceive SFSCs in the context of the Peruvian government´s “De la Chacra a la Olla” program. The study analyzed 1,167 tweets from Peruvian Twitter users referencing the hashtag #DeLaChacraALaOlla between 2014 and 2020, using reflexive thematic analysis within an exploratory case study framework to examine consumer perceptions of SFSCs. The analysis revealed three key themes in consumer perceptions of SFSCs on Twitter: direct …

Roles And Strengths Of Therapeutic Recreation Professionals In Service Provision: A Strengths-Based Approach, M. Rebecca Genoe, Linda Ostryzniuk, Kathy Park, Sherri Nelson, Douglas G. Cripps, Donna Boser

The Qualitative Report

Therapeutic Recreation professionals work in healthcare and community-based settings where they utilize recreation and leisure to improve quality of life. Despite their contributions, Therapeutic Recreation often goes unrecognized as an important component of the healthcare team. The purpose of this study was to explore the strengths and successes of Therapeutic Recreation professionals. We aimed to explore how Therapeutic Recreation professionals identify and perceive their roles, and what strengths they use within their roles. Data was collected through 19 individual interviews and eight focus groups with Therapeutic Recreation professionals and analyzed thematically. The theme of “nurturing well-being through leisure” was generated …

Enhancing Training For Law Enforcement In Mental Health Responses In The Community, Tiffany Raines

Walden Dissertations and Doctoral Studies

A significant issue in human services practice in Macon, Georgia, is law enforcement officers’ responding to individuals experiencing a mental health crisis in public. Many police officers are not equipped to handle situations involving individuals experiencing mental health events, leading to possible adverse outcomes such as injury, incarceration, or even fatalities. There are increasing rates of mental illness disorders, and therefore, the need for compassionate, informed approaches for human service professionals to respond to those in crisis. More training to improve responses can lead to better outcomes for individuals in crisis, foster community trust in law enforcement, and enhance overall …

Development Of Animation-Based Cooperative Learning Media On Lampung Folk Tales To Improve Learning Outcomes In Elementary School Students, Aprilia Nursanti, Farida Ariyani, Ryzal Perdana, Hendri Firmansyah

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study aimed to develop and examine the feasibility and preliminary effectiveness of an animation-based learning medium integrated with Cooperative Learning for teaching Lampung folk tales in elementary schools. The study was motivated by low student achievement and the limited availability of culturally contextualized digital media in local language instruction. Using a Research and Development (R&D) approach, the learning media was developed through the ADDIE model, encompassing Analysis, Design, Development, Implementation, and Evaluation. The participants consisted of 25 fourth-grade students from SDN 3 Rajabasa, Bandar Lampung. Expert validation indicated a high level of feasibility, with an average score of 88%. …

Shu World Review- February 16th 2026, Diplolab

SHU World Review

No abstract provided.

Communicative Legitimacy: The Supreme Court's Hidden Cultural Binaries In The U.S. Civil Sphere, Steven Arrigg Koh

Faculty Scholarship

How does the U.S. Supreme Court establish its legitimacy? Over the last two hundred years in U.S. society, the Court has interpreted the U.S. Constitution on watershed issues such as slavery, segregation, and marriage equality. And yet the Constitution is just 7,591 words. A puzzle thus emerges: how does the Court intelligibly interpret this short text for U.S. society? This article develops a new theoretical and empirical cultural sociological account of such Supreme Court decision-making, which it calls “communicative legitimacy.” According to this theory, which draws on Jeffrey Alexander’s civil sphere theory, the Court consistently and inevitably draws on a …

Non-Canonical Role Of Dna Mismatch Repair On Sensory Processing In Mice, Sadia N Rahman, Demetrios Neophytou, Siboney Oviedo-Gray, Bao Q Vuong, Hysell V Oviedo

2020-Current year OA Pubs

DNA repair mechanisms are essential for cellular development and function. In post-mitotic neurons, deficiencies in DNA damage response proteins can lead to severe neurodegenerative and neurodevelopmental disorders. One highly conserved factor involved in DNA repair is MutS Homolog 2 (Msh2), which is responsible for correcting base-base mismatches and insertion/deletion loops during cell proliferation. However, its role in mature neurons remains poorly understood. This study investigates the impact of Msh2 loss on sensory processing in mice. Using electrophysiological and molecular assays, we identifiedsignificant deficits in cortical and thalamic sound processing in Msh2

Metformin Exposure After Glioblastoma Diagnosis And Mortality: A Large Population-Based Study, Vittorio Maio, Roshani Shah, Manisha Lin, Patrick J. Moeller, Iyad Alnahhas, Richard Hass, Wenyin Shi, Scott W Keith

College of Population Health Faculty Papers

BACKGROUND: Glioblastoma (GBM) is an aggressive primary brain malignancy with limited therapeutic options and poor survival outcomes. Recent real-world studies and early-phase clinical trials evaluating metformin have yielded mixed findings. This study assessed the association between post-diagnosis metformin exposure and all-cause mortality in a large population-based cohort of older adults with GBM.

METHODS: A retrospective cohort study was conducted utilizing the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked database. Adults aged ≥66 years diagnosed with GBM between 2007 and 2018 were included, excluding those with other malignancies or diagnoses made by autopsy or death certificate. Metformin exposure was modeled as …

Environmental And Social Strategies, And Sustainable Performance: The Mediating Role Of Management Control Systems, Zheng Siqi

Student Works (2020-2029)

This study investigates how environmental and social (E&S) strategies influence enterprise sustainability performance (SP), with a focus on the mediating roles of Environmental Management Control Systems (EMCS) and Social Management Control Systems (SMCS). Anchored in the Resource-Based View (RBV), the study conceptualizes E&S strategies, EMCS, and SMCS as internal organizational resources that support the implementation of sustainability-related strategic intent. Although Chinese manufacturing enterprises face increasing regulatory and societal expectations regarding environmental and social responsibilities, prior research has primarily examined the direct association between sustainability strategies and performance outcomes or has treated sustainability control systems as aggregated constructs, providing comparatively less …

The Effect Of Cementation Load, Unload Time And Storage Time On Film Thickness And Μtbs Durability Of Dual-Cure Resin Cements. An In-Vitro Study, Sara Adel Botros, Abdullah Hassanien, Nader Maher Tadros, Farid Sabry El-Askary, Salvatore Sauro

Dentistry

No abstract provided.