Digital Commons Network^™

Design And Implementation Of A Cross-Platform, Modular Electronic-Nose System, Kaushika Rudraraju

USF Tampa Graduate Theses and Dissertations

Electronic noses (e-noses) are a subject of great research. They are useful in multiple platforms and serve a great purpose in both studies and safety. This thesis presents a portable, modular e-nose platform that spans the full pipeline from sensing to visualization, with emphasis on scalability, repeatability, and straightforward integration. The hardware is organized as swappable sensor modules each hosting multiple commercial sensors and local signal-conditioning networked to a master microcontroller via structured communication protocols. High-resolution acquisition, time alignment, and efficient streaming to a host enable reliable logging and analysis. A controlled exposure chamber and a repeatable sampling protocol (baseline-exposure-purge …

“The Best Laid Plans”: Evaluating How Housing Expectations Impact Prison Reentry, Vittoria A. Gonzalez

USF Tampa Graduate Theses and Dissertations

This study assesses the expectations of housing stability pre-release and evaluates how closely these expectations align with actual housing outcomes. Additionally, this study examines how the alignment between pre-release housing expectations influences recidivism. The aim is to understand how individuals’ perceptions of their housing plans prior to release affect their reentry experiences and to offer insights that may inform policy and program design. Using data collected pre- and post- release within a prison reentry program from 115 individuals, results indicate that higher overall housing concern is associated with slightly higher odds of recidivism, and mismatches between expected and actualized housing …

What Controls Ice Shelf Isotopic Variability? Local And Global Processes Preserved Within Ice Cores Across The Larsen C Ice Shelf, Antarctica, Orion Laurene Schomber

USF Tampa Graduate Theses and Dissertations

The Antarctic Peninsula (AP) is one of the foremost indicators of anthropogenic global warming as it interacts with both atmospheric and oceanic processes. Although ice shelves across the AP have undergone increased rates of disintegration over the last 30 years, limited in-situ measurements have been investigated. Assessment of three short (~30 m) firn cores (J108, J208, and J409) across the Larsen C ice shelf (LCIS) provide insight into local, regional, and global processes. Average core densities and isotopic variability (δ¹⁸O and δ²H) fall within expected ranges for all cores, indicating signal preservation through firn. However, isotopic maxima in J108 and …

Mapping Seagrass Extent Using Sentinel-2 Satellite Imagery: A Case Study In Salt River Bay, United States Virgin Islands, Chelsea O. Bryant

USF Tampa Graduate Theses and Dissertations

Seagrass beds provide important services in many coastal ecosystems. They provide habitat and food for a wide range of marine species, stabilize sediments, and prevent coastal erosion. These services support local fisheries and tourism-driven economies. Yet, seagrass ecosystems are threatened by changes in water quality, sedimentation, and other stressors. This study investigated the interannual variability in seagrass extent in Salt River Bay, United States Virgin Islands (USVI), from 2018 to 2024. The goals were to better understand temporal dynamics in seagrass extent and evaluate the influence of turbidity as a driver of seagrass health and distribution. The overarching research question …

The Dark Side Of Synchrony: Investigating Affective Valence As A Moderator Of The Relationship Between Physiological Synchrony And Team Performance, Caroline N. Deal

USF Tampa Graduate Theses and Dissertations

Team processes are severely understudied, likely given their dynamic nature. Physiological synchrony (PS) may provide a solution, as PS provides a proximal, objective measure of team processes. PS is believed to develop through affect contagion, such that team members who catch each other’s emotions are more likely to physiologically synchronize. Extant research has found relationships between PS and performance; however, many questions remain regarding the nature, scope, and directionality of this relationship. I proposed that PS in the context of a positively valenced emotion would be beneficial to team performance, while PS characterized by a negatively valenced emotion would be …

Identifying B-Vitamin Requirements And Phycosphere Interactions For The Hab-Forming Dinoflagellate, Pyrodinium Bahamense Var. Bahamense, Lydia A. Ruggles

USF Tampa Graduate Theses and Dissertations

Harmful Algal Blooms (HAB) negatively affect economies, ecosystems, and public health through mass proliferation and toxin production. The HAB species, Pyrodinium bahamense var. bahamense, is a saxitoxin-producing dinoflagellate found in tropical and subtropical estuarine waters globally. In two Florida estuaries, Old Tampa Bay and the Indian River Lagoon, P. bahamense is a recurrent HAB species, and the exact timing and intensity of bloom peaks in these estuaries vary interannually. Factors that are suspected to contribute to blooms include temperature, residence times, nutrients, and salinity. However, many HAB dinoflagellates require vitamin B12 for growth and bloom development. Thus, B12 may influence …

From Legislation To Lived Experience: Navigating The Expungement Process For Human Trafficking Survivors In Florida, Soriyah A. Khan

USF Tampa Graduate Theses and Dissertations

Human trafficking is an inherently exploitative crime in which survivors are often coerced or forced into committing crimes. As a result, many carry criminal records that impede successful reintegration. To alleviate this issue, criminal record relief statutes have been enacted throughout the U.S. However, little research has examined the effectiveness of these statutes as well as the experiences of human trafficking survivors seeking criminal record relief and the professionals assisting them. Using semi-structured interviews with human trafficking survivors and criminal justice actors in Florida, this study sought to examine the awareness of criminal record relief, their experiences navigating the process, …

Exploring The Behaviors Of Women Who Are Mentally Thriving With Autoimmune Disease: A Mixed Methods Approach, Emilie Ann Ellenberg

USF Tampa Graduate Theses and Dissertations

Autoimmune diseases encompass a variety of conditions that impact millions of Americans, with a higher prevalence among women than men. These diseases involve immune system dysregulation, leading to tissue damage and dysfunction. Despite progress in understanding their underlying mechanisms, important aspects remain inadequately understood, such as the relationships among immune dysregulation, medical outcomes, and psychiatric comorbidities. Preliminary qualitative research indicates that perceived diagnostic invalidation leads to the mental health needs among women with autoimmune diseases often being unmet, and behavioral health help-seeking behaviors being reduced. Although perceived diagnostic invalidation can lead to increased mental health symptomology and decreased help-seeking behaviors, …

Myfoodrx: A Personalized Food-As-Medicine Mhealth Application For Food-Insecure Adults With Chronic Conditions, Jay Hiteshkumar Jariwala

USF Tampa Graduate Theses and Dissertations

Food insecurity (FI) remains a persistent public health challenge in the United States, disproportionately affecting underserved populations and contributing to higher rates of chronic conditions such as diabetes, hypertension, and obesity. Traditional Food-as-Medicine programs have emerged as promising interventions, but often follow a generalized, non-personalized approach that limits long-term effectiveness, especially among diverse, high-risk communities. This thesis presents MyFoodRx, a personalized mobile health (mHealth) application designed to address the intersection of food insecurity and chronic disease through tailored nutritional guidance, real-time pantry integration, and adaptive educational content.

Developed through a User-Centered Design (UCD) process, MyFoodRx leverages a modular client–server architecture, …

Marigold-Silver Nanoparticles (Agnps) Complex: Characterization, Therapeutic Potential, And Future Approaches For Lung Injury Via Antioxidant And Anti-Inflammatory Effects, Navdeep Kaur

USF Tampa Graduate Theses and Dissertations

Chronic respiratory diseases (CRDs) and other lung conditions are a key cause of the problems facing global health, as they greatly increase morbidity, death, and the financial burden. In order to achieve the third Sustainable Development Goal of the United Nations, which is to reduce premature mortality from non-communicable illnesses by one-third by 2030, updated epidemiological statistics are crucial for directing prevention, control, and treatment measures. One of the major reasons of illness and death globally is chronic obstructive pulmonary disease (COPD). Lung damage and the emergence of CRDs, such as asthma, emphysema, COPD, and other respiratory disorders, are largely …

Formulation And Characterization Of Albumin Nanoparticles For Nsclc Photochemotherapy, Faisal Mohammad Shamim Khan

USF Tampa Graduate Theses and Dissertations

Non-small Cell Lung Cancer (NSCLC) is the most common type of lung cancer and is a leading cause of worldwide cancer-related death, which is a strong motivation to develop more efficacious approaches to its treatment. This thesis outlines the construction of folate-targeted bovine serum albumin (FA-BSA) nanoparticles co-loading Chlorin e6 (Ce6), a photodynamic therapy photosensitizer, and Evofosfamide (EVO), a hypoxia-activated prodrug, to enable synergistic photochemotherapy. The 1-Ethyl-3-(3-dimethylaminopropyl)carbodiimide (EDC) is a water-soluble carbodiimide coupling reagent and used for amide bonds between carboxylic acid and amines. FA-BSA nanoparticles were prepared through a desolvation approach and stabilized through crosslinking by the carbodiimide reagent …

Fort Brooke After 200 Years: A Public Heritage Approach, Alex F. Fawbush

USF Tampa Graduate Theses and Dissertations

Fort Brooke, established in 1824 at the mouth of the Hillsborough River, shaped the growth of Tampa and Florida’s west coast for nearly sixty years and served as the nucleus for the forced removal of Indigenous people. Though the Fort itself has long since vanished beneath the modern city, archaeology has preserved its legacy. Excavations since the 1970s have uncovered rich assemblages of ceramics, glass, military equipment, faunal remains, and domestic refuse. These materials reveal daily life at the post, highlighting the interactions of soldiers, Seminoles, African Americans, white settlers, and Cuban fishermen, while also uncovering the deeper prehistoric, referred …

The Orange Glow In The Sunshine State: Three Visions Of Plato In Florida (1970-1990), Ryan Mcgahan

USF Tampa Graduate Theses and Dissertations

The PLATO network, a collection of mainframe computers, terminals, and educational software, has received an increasing amount of scholarly attention in the last decade as a social precursor to the modern internet. Existing histories have neglected to investigate the ways in which PLATO and its related business enterprise worked to accelerate the shift in university governance away from classical liberal ideas centering the public good and towards a more profit-centered neoliberal rationality. By tracing the rise of PLATO in Florida universities, this paper argues that PLATO aided and was aided by the shifting priorities of American universities in the 1970s …

Connectedness And Belonging: An Autoethnography About Military Veteran Transition, Benjamin A. Smet

USF Tampa Graduate Theses and Dissertations

Military veterans often face profound challenges transitioning to civilian life, yet prevailing narratives focus narrowly on PTSD and combat trauma. This dissertation uses autoethnography to broaden that view, blending personal narrative with theory to explore seven interrelated transition stressors: grief and bereavement, loss of military identity, autobiographical memory, service-connected nostalgia, moral injury, stereotype threat, and socialized masculinity and stoicism. These layered stories illuminate the cultural, emotional, and relational dimensions of transition, showing how isolation, disconnection, and loss of belonging shape veteran experiences as deeply as trauma. The analysis demonstrates that healing emerges not from prescriptive programs but from relational practices …

Using Behavioral Skills Training And In Situ Training To Teach Game-Related Social Skills, Sumeyye Erdem

USF Tampa Graduate Theses and Dissertations

Social skills are important for individuals to be successful, therefore programs that seek to improve social skills of individuals with autism and other disabilities are important (e.g., Agran et al., 2016; Miltenberger et al., 2017). The context of playing games has been used to teach children specific skills and may be a valuable way to promote generalization of social skills (e.g., Amadi et al., 2022; Radley et al., 2014). The purpose of this study was to evaluate the effectiveness of behavioral skills training (BST) for teaching social skills to children and adolescents using a game format and assess whether these …

Barriers To Machine Learning Adoption In Regulated Electric Utilities, Donald R. Shiflet Jr.

USF Tampa Graduate Theses and Dissertations

Machine learning (ML) technologies have the potential to revolutionize regulated electric utilities by improving operational efficiency, enabling predictive maintenance, and optimizing energy management. Despite these advantages, the adoption of ML in this sector lags other industries due to technical, organizational, and regulatory barriers. This research, grounded in the Technology-Organization-Environment (TOE) framework, explores these barriers to uncover actionable solutions for integration. The study identifies key challenges, including explainability, cybersecurity, workforce resistance, and regulatory ambiguity to ML adoption in electric utilities. Utilizing an exploratory qualitative methodology, this approach integrates insights from the literature and industry interviews to rank barriers by frequency, severity, …

An Integrated Pcb-Based Heating And Auto-Ranging Platform For Volatile Organic Compound (Voc) Detection Using Carbon Nanotube Based Sensors, Thomas Kalach

USF Tampa Graduate Theses and Dissertations

This thesis presents the development, characterization, and integration of a novel low-cost, high-dynamic-range sensor platform for the detection of volatile organic compounds (VOCs), leveraging the unique electrical properties of carbon nanotube (CNT) thin films. The platform introduces a fully integrated auto-ranging analog front-end circuit capable of real-time resistance measurement spanning over eight orders of magnitude ranging from tens of ohms to hundreds of megaohms, without compromising signal resolution or precision. This was achieved through a digitally controlled, multi-path feedback architecture and controllable current source.

To further enhance sensor performance, the system incorporates a copper trace heater beneath the sensor array, …

Proteomic Characterization Of The Neuronal Bin1 Interactome In Homeostatic And Alzheimer’S Disease Mouse Brains, Joseph Mcmillan

USF Tampa Graduate Theses and Dissertations

The gene BIN1 is the second-largest genetic risk factor for late-onset Alzheimer’s disease (LOAD). It is expressed in neurons and glia in the brain as cell-type specific and ubiquitous isoforms. BIN1 is an adaptor protein that regulates membrane dynamics in many cell types. Previously, we reported that BIN1 predominantly localizes to presynaptic terminals in neurons and regulates presynaptic vesicular release. However, the function of neuronal BIN1 in relation to LOAD is not yet fully understood. A significant gap in the field is the unbiased characterization of neuronal BIN1-interacting proteins and proximal neighbors. To address this gap and help define the …

"What's A Computer?" Exploring Insurance Agents' Role In Small Business Cyber Insurance Transactions, Dalton A. Crabtree

USF Tampa Graduate Theses and Dissertations

This mixed-methods study examined how insurance agents' role identity impacts cyber insurance transactions, addressing gaps in professional practice and academic literature. Small businesses increasingly rely on cyber insurance for protection as cyber risk continues to evolve. The study employed sequential explanatory methodology with 25 interviews across three groups: insurance agents (n=15), corporate cyber insurance professionals (n=5), and small business owners (n=5). Thematic analysis using Katz and Khan's Role Episode Model informed development of the Cyber Insurance Role Identity Scale (CIRIS), tested with 100 agents. Six themes emerged. Key findings reveal that successful cyber insurance transactions require agents to transition from …

A Discussion Of Community: An Ethnography Of Designing Asynchronous Video Discussions To Reveal Student Perceptions Of Digital Presence In Online Learning, Chad S. Garcia

USF Tampa Graduate Theses and Dissertations

This mixed-methods digital ethnography investigates how video-based discussions (VBD) influence community building in asynchronous graduate education. Using the Community of Inquiry (COI) framework, this study looks at student experiences in a History of Higher Education class where traditional text-based discussions were replaced with video presentations and peer responses. The research explores how video discussions affect students' sense of presence, how video presence impacts engagement patterns, and which multimedia elements contribute to community development.

Data collection included semi-structured interviews with students and instructors, LMS analytics, video content analysis, and ethnographic observation throughout Spring 2024. Analysis revealed a notable disconnect between traditional …

Introductory Chemistry Student Success: Investigating Study Strategies And Evaluating An Informative Utility Value Intervention, Pallavi Nayyar

USF Tampa Graduate Theses and Dissertations

Improving retention in STEM (science, technology, engineering, and mathematics) programs is essential to meet the growing demand for skilled professionals in the domestic workforce. To achieve this, it is critical to understand and address the factors that influence student persistence in STEM degrees. Gateway courses such as general chemistry often serve as early barriers to STEM degree completion, with high rates of attrition that impact not only individual students but also institutions and society. Therefore, the aim of this work was to examine and influence the factors that contribute to student withdrawal from introductory chemistry courses in order to promote …

Investigating Factors Influencing Organic Chemistry Learners' Explanation Sophistication And Representational Competence, Caroline J. Crowder

USF Tampa Graduate Theses and Dissertations

The research presented in this dissertation has two themes: organic chemistry learners’ written explanations and representational competence. Chapters 3 and 4 explore how organic chemistry learners construct explanations of reaction mechanisms, specifically focusing on electrophile and nucleophile components. Chapter 5 investigates organic chemistry learners’ representational competence skills and the relationship between these skills and their performance in the course.

Understanding reaction mechanisms is critical for success in organic chemistry, yet learners often struggle to reason beyond explicit, surface-level features. Constructed-response prompts that ask learners to explain what is happening in a reaction mechanism and why it occurs can provide insight …

Untangling The Roles Of Pulmonary Vagal Afferent Subsets With Inhaled Irritants, Teresa Darcey

USF Tampa Graduate Theses and Dissertations

The sensory nerves in the airways directly regulate critical defenses and indirectly regulate vital gas exchange. Airway function is largely controlled by the autonomic nervous system, and our understanding of its sensory regulation is directly connected to our ability to treat respiratory and cardiovascular pathologies. Airway sensory afferents are heterogeneous with respect to their electrophysiological properties, peptidergic capacity, and stimuli sensitivity, which at least in part dictate some of their various functions. There is evidence that embryological origin impacts reflex function: activation of the neural crest-derived population of sensory afferents has been shown to evoke the cough reflex whereas activation …

The Role Of Emotional Stability And Social Confidence In Leading With Vulnerability Moderated By Perceived Trust In The Leader, Perceived Trust In The Team, And Psychological Safety, Adam N. Smith

USF Tampa Graduate Theses and Dissertations

AKTiVe leadership is a foundational cultural model that has been adopted at Florida Health Science Center (Tampa General Hospital). The premise of the model is that treating each other with Authenticity, Kindness, Transparency, and Vulnerability (AKTiVe Model) will lead to cultural change that enhances trust, engagement, and psychological safety, which will in turn drive performance improvement for the organization. It takes years to change the culture of an organization, which highlights the need to focus on sustainability and resilience in the culture. This research aims to understand the personality traits that predict leading with vulnerability.

I focused on vulnerability because …

Human Adipose Stem Cell-Derived Small Extracellular Vesicles Modulate Glial Cell Response In Aged And Young Tbi Mouse Models, Salma S. Abdelmaboud

USF Tampa Graduate Theses and Dissertations

Traumatic brain injury (TBI) is a leading cause of long-term neurological impairment, with aging significantly increasing vulnerability and worsening outcomes. Older individuals experience greater cognitive and motor deficits after TBI and often show diminished responses to therapeutic interventions. Both aging and TBI independently promote heightened neuroinflammation and cognitive dysfunction, increasing susceptibility to poor recovery. This study investigated the therapeutic potential of small extracellular vesicles (sEVs) derived from human adipose-derived stem cells (hASCs) to promote neurological recovery and modulate neuroinflammation in a mouse model of TBI. Male C57BL/6 mice aged 3, 15, and 20 months underwent controlled cortical impact (CCI) and …

Mode Engineering And Functional Enhancement In Piezoelectric-On-Silicon Mems Resonators With Magnetic Field Sensing Applications, Ugur Guneroglu

USF Tampa Graduate Theses and Dissertations

This dissertation significantly advances the field of micro-electro-mechanical systems (MEMS) resonators by exploring novel post-fabrication tuning techniques, electrode configuration effects, and innovative sensor applications for thin-film piezoelectric-on-silicon (TPoS) resonator devices. Driven by the increasing demand for tunable, high-precision and robust MEMS resonators in radio frequency (RF) applications such as sensing, timing, and filtering, this research aim to provide foundational knowledge and practical solutions for overcoming existing technological limitations. The dissertation is organized into three main research thrusts, each addressing critical challenges and opportunities in the design, fabrication, and application of TPoS MEMS resonators.

The first research thrust investigates an innovative …

A Multidimensional Perspective Of Patterns Of Functioning And Well-Being, Lendi Nicole Joy

USF Tampa Graduate Theses and Dissertations

The Center for Behavioral Health Statistics and Quality estimates that 79.4% of U.S. adults will remain free from mental illness each year, but this does not necessarily mean they will enjoy positive psychological health and well-being. Well-being has been associated with positive outcomes such as greater health, longevity, work productivity, and increased social engagement. Thus, it is important for researchers to understand factors contributing to the development of well-being and optimal functioning. The current study used latent profile analysis to classify individuals based on their levels of well-being at ages 23 to 26 years and explored functioning indexes assessed when …

Approximating Data-Driven Combinatorial Search In The Feature Space: Pwfs, Mehmet Bugrahan Ayanoglu

USF Tampa Graduate Theses and Dissertations

This dissertation presents the development and application of a novel feature selection method, Probability Weighted Feature Selection (PWFS), designed to address key challenges in machine learning involving high-dimensional, noisy, or biased datasets. It is a comprehensive exploration of feature selection strategies to enhance the performance, interpretability, and practicality of machine learning models in both engineering systems and educational data mining. PWFS introduces a structured, probabilistic approach to feature selection that adaptively weights features based on their empirical contribution to model performance. This method not only accelerates convergence to near-optimal feature subsets but also enhances flexibility for ensemble learning by encouraging …

He’S The Kid That No One Wanted: An Autoethnographic Examination Of Preschool Suspensions And Expulsions From A Mother’S Lens, Lisa M. Smith

USF Tampa Graduate Theses and Dissertations

This autoethnographic research examines the personal and professional journey of advocating against preschool suspensions and expulsions through the lens of a Black mother. Titled He’s The Kid That No One Wanted: An Autoethnographic Examination of Preschool Suspensions and Expulsions from a Mother’s Lens, " it dives into the complicated challenges faced while confronting exclusionary disciplinary practices in early childhood education. This research aims to illuminate the societal and institutional roadblocks encountered when navigating systems of power and to explore the impact of these challenges on both personal identity and professional advocacy. Using a blend of social media artifacts and memory …

Concentration And Composition Of Organic Contaminants In Blackfin Tuna, Yellowfin Tuna, And The Common Clubhook Squid In The Western Gulf Of Mexico, Lisa Rose-Mann

USF Tampa Graduate Theses and Dissertations

Cephalopods are an important component of pelagic food webs. They play ecological roles not only as predators but also as prey. However, their role as prey in the trophic transfer of organic contaminants to apex predators such as tunas in the Gulf of Mexico (GoM) is not well known. To investigate the importance of cephalopods in tuna diets, stomach samples were collected in February 2020 from tunas caught by rod and reel aboard the F/V Gulf Eagle near two large offshore floating oil/gas platforms in the northwestern GoM. Cephalopod samples were obtained from gut content analysis of 41 tunas caught …