Digital Commons Network^™

Automated Data Analysis For Concussion Patient Records: A Flutter-Based Desktop Application, Fhaheem Tadamarry

USF Tampa Graduate Theses and Dissertations

Concussions are a prevalent and complex medical condition requiring careful clinical assessment and data-driven insights for effective management. This thesis presents the development of an automated data analysis system for concussion patient records, integrating Flutter-based desktop application development with SQL-driven data processing. The system provides a streamlined, interactive interface for clincians and researchers to upload, visualize, and analyze patient data efficiently.

The proposed solution automates data cleaning, preprocessing, and statistical analysis, ensuring robust and reliable insights into demographic, clinical, and recovery-related factors. Key analyses include sex-based differences injury mechanisms, prior head injury impact, mood disorder correlations, and time-to-treatment variations. The …

Multimodal Ai-Driven Biomarker For Early Detection Of Cancer Cachexia, Sabeen Ahmed

USF Tampa Graduate Theses and Dissertations

Cancer cachexia is a metabolic syndrome characterized by substantial skeletal muscle loss, impacting cancer patients' survival and quality of life. Despite its clinical significance, early detection remains a challenge due to the lack of standardized diagnostic criteria and the reliance on indirect markers. This work presents an AI-driven approach to enhance cachexia detection and monitoring by integrating multiple deep learning methodologies. We explore transformer architectures for time-series analysis to model sequential medical data, enabling disease prediction and progression modeling. To ensure robust and reliable decision-making in clinical settings, we explore Bayesian deep neural networks for uncertainty estimation. Additionally, we introduce …

Enhancing Ai Reliability: Probabilistic Inference And Neural Optimization, Behnam Zeinali Rizi

USF Tampa Graduate Theses and Dissertations

Deep neural networks have recently shown better performance than traditional machine learning algorithms in various applications such as computer vision, natural language processing, indoor navigation, and biomedical signal/bio-informatics data processing tasks. However, some main challenges still exist when harnessing these models for different applications. The first challenge is the performance of these methodologies for some specific types of data, such as Biomedical images, IMU measurements, and even bioinformatics data, such as genome expression. Moreover, deploying these models on mobile and IoT devices is computationally challenging. Most devices use cloud computing, where powerful deep-learning models analyze the data on a server. …

Textbook Content Analysis For Statistical Content Standards For 8th-Grade Math: Commercial Publishers, Curriculum Software Supplement, And An Open Educational Resource, Matthew M. O'Brien

USF Tampa Graduate Theses and Dissertations

This dissertation examined the vertical and horizontal content analysis of statistical content within current 8th-grade mathematics instructional materials to determine the extent to which students are provided with opportunity to learn high cognitive instances and the usage of the four phases of statistical problem-solving across two commercial publishers, one open educational resource, and one curriculum software supplement. All previous analyses of statistics education content textbooks have only examined textbooks from commercial publishers or those published by national governments. The horizontal content textbook analysis investigated the textbook's background information and overall structure. The vertical content textbook analysis examined the cognitive level …

New Petrographic And Geochemical Constraints On Pre-Eruptive Storage Conditions And Their Control On Eruptive Styles In Martinique’S Recent Volcanic Systems, Abigail Martens

USF Tampa Graduate Theses and Dissertations

This dissertation investigates the volcanic systems of Martinique Island, focusing on magma storage conditions, magmatic evolution, and eruption dynamics. Chapter 3 presents a petrographic analysis of volcanic rocks from the island’s old, intermediate, and recent arcs, examining the evolution of plagioclase textures and the increasing abundance of other mineral phases, such as pyroxene, amphibole, olivine, and quartz, which provide insights into changing magmatic conditions. The main research is divided into two projects. Chapter 4 addresses the pre-eruptive storage conditions (pressure and temperature) of magmas beneath recent (<5 Ma) volcanic complexes (Morne Jacob, Piton du Carbet, Trois Îlets, Mt. Conil, and Mt. Pelée), exploring magma evolution, crystallization, and the role of lower crustal injections and flank collapses in triggering eruptions. Results reveal variable magma storage depths (<6 km), with significant temperature and pressure variations, indicating complex magmatic systems. Chapter 5 focuses on the Roches-Genty ignimbrite in southwestern Martinique, investigating its stratigraphy, geochemistry, and age using field mapping, grain size analysis, and 40Ar/39Ar dating. The study identifies two distinct sub-Plinian eruptive phases associated with the Dizac ignimbrite, with ages of 3.37 ± 0.14 Ma and 2.10 ± 0.26 Ma, providing insights into past explosive volcanic activity. Geochemical analysis confirms an andesitic composition, similar to regional volcanic systems. This dissertation enhances understanding of Martinique’s volcanic history, providing valuable insights into magmatic processes and eruption dynamics, with implications for volcanic hazard assessments in the Lesser Antilles.

Relationship Between Motivation, Requesting Accommodations, Rapport, And Adequate Progress In College Students With Disabilities During The Covid-19 Pandemic, Harold Holmes

USF Tampa Graduate Theses and Dissertations

College students with disabilities often face challenges including difficulty accessing accommodations and developing satisfactory rapport with instructors when navigating their college experience. These challenges can negatively impact their academic progress and their ability to complete their programs of study. The first purpose of this study was to describe the levels of self-efficacy, perceived control, willingness to request accommodations, instructor- student rapport, and adequate progress towards a degree among college students with disabilities. The second purpose was to determine any relationships between these variables. Undergraduate students with disabilities at a public university in the southeast region of the United States completed …

The Prideful Ass: Using Augustine's Neoplatonic Theory Of Sin To Investigate Curiosity In Apuleius' Golden Ass, Danielle E. Booth

USF Tampa Graduate Theses and Dissertations

Ancient discourse about the beneficial yet predominantly dangerous role of curiosity inattaining knowledge was prevalent in the Roman Empire around the 2nd century C.E. when the North African author, Apuleius, composed his Latin novel, the Golden Ass. Although there is no shortage of modern scholarship that focuses on how Apuleius dramatizes obsessive intrigue by means of his protagonist, Lucius, contemporary publications seldom reorient the discussion to consider how unclear he is about the unstated source of curiosity, as I do in the following thesis. Approaching this topic through the context of ancient Neoplatonism, I argue Augustine of Hippo – a …

Incorporating Data Mining Techniques In Inverse Propensity Score Weighting With A Latent Class Exposure: An Application To The Nsse Data, Siyu Liu

USF Tampa Graduate Theses and Dissertations

College graduation is a key goal for both students and institutions, yet increasing rates of four-year graduation has proven challenging. An initiative that has been implemented focuses on enhancing student participation both in the classroom and across the broader academic setting. The National Survey of Student Engagement (NSSE) has been used by many institutions worldwide as a tool to evaluate student engagement through self-reported data. Research indicates that NSSE is linked to students’ academic success, such as better course grades, retention, and timely graduation. However, the existing relationships have been opaque and even contradictory. This study employs a newly developed …

Finding Solutions To Missed Appointments And Leveraging Virtual Technology In The Healthcare Setting, Adam R. Brown

USF Tampa Graduate Theses and Dissertations

The healthcare community faces numerous challenges concerning patients and their ability to attend appointments as scheduled. Reports indicate that annually, between 23% and 34% of appointments are missed. This challenge creates a cascading effect of wasted time, resources, and valuable appointment slots in an already strained environment. The investigation of this phenomenon is not new and has been extensively researched in the operations management literature. While numerous solutions have been proposed over the past decade, there remains a need to continually advance this research. Beyond merely recognizing missed appointments and potential modalities to alleviate this issue within the care framework, …

Essays In Development Economics, Karina Gabitova

USF Tampa Graduate Theses and Dissertations

This dissertation investigates how environmental shocks and early-life health conditions influence child and adolescent development in low- and middle-income countries, using longitudinal data from the Young Lives survey in Ethiopia, India, Peru, and Vietnam. The two chapters address distinct but interrelated dimensions of human capital formation: the effect of environmental shocks on adolescent self-esteem and the causal impact of birth weight on cognitive and non-cognitive outcomes.

Chapter 1 analyzes how shocks such as droughts, floods, and crop failures affect adolescent selfesteem, a key non-cognitive skill linked to long-term well-being. Using a fixed-effects model, the study finds heterogeneous effects: environmental shocks …

A Life Course Approach To Understanding Preserved Cognition In Late Life, Cassidy E. Doyle

USF Tampa Graduate Theses and Dissertations

Some level of cognitive decline is generally expected with advanced age. However, a subgroup of individuals – commonly labeled as ‘SuperAgers’ – maintain youthful memory abilities into their 80s and beyond. Relatively little is known about factors across the life course related to this phenotype. This dissertation used population-based data from the Health and Retirement Study (HRS) to investigate lifestyle factors related to the most youthful cognitive trajectory in the United States and assess how their cognition fares over time. Three research questions were addressed: (1) Can samples of youthful cognitive agers be identified longitudinally in a population-based dataset? (2) …

“I Learned A Lot Of Things That I Felt Already In My Heart”: Fatherhood Meanings And Dilemmas In Residential Treatment, Jared V. Worwood

USF Tampa Graduate Theses and Dissertations

Wanting to maintain or create a connection with their child, fathers in residential treatment face challenges as they navigate physical separation, restricted interaction, and substance use stigma. However, parenting services that help fathers navigate these parenting challenges in residential programs are few and rarely studied. Working alongside a local parenting non-profit, Champions for Children, this dissertation evaluated a visitation playgroup for fathers in residential treatment and their children while also seeking theoretical insight into how fathers make meaning of fatherhood during residential treatment. A study design informed by engaged communication scholarship and the phronetic, iterative approach is used to collect …

Applications Of Linear Discriminant Analysis In The Biomechanics Of Anterior Cruciate Ligament Injury, Taofeek Braimoh

USF Tampa Graduate Theses and Dissertations

Anterior cruciate ligament (ACL) injury is a prevalent and significant concern in sports medicine, often resulting in long-term consequences that affect quality of life. Despite advancements in medical technology, current methods for addressing the problem of ACL injuries remain inefficient, subjective, and limited in their predictive power. This study explores the potential of Linear Discriminant Analysis (LDA), a supervised machine learning (ML) technique, to improve the diagnosis and risk profiling of ACL injuries. This research aims to create an objective, effective, and precise technique for determining the risk of ACL injuries by examining key biomechanical, physical, and demographical features. The …

Anhedonic Features In Effort-Related Reward Processing, Harold Alexander Rocha

USF Tampa Graduate Theses and Dissertations

Emerging evidence suggests that distinct stages of reward processing uniquely contribute to psychological traits linked to anhedonia, a core mood-disorder symptom characterized by diminished enjoyment of pleasure. However, the relationship between reward-processing stages and dispositional traits related to mood and anhedonia remains unclear. The present study investigated interindividual reward processing differences in a healthy college sample (n = 83) using self-report measures and event-related brain potentials (ERPs) indexing anticipatory and consummatory subprocesses across high- and low-effort conditions using a recently developed effort-doors task. The goal of the study was first to replicate the original ERP experimental effects of the task …

Trace Detection In Complex Gas Mixtures By Feedback-Assisted Multipass Raman Scattering, Jaspreet Singh

USF Tampa Graduate Theses and Dissertations

The recent development of Raman spectroscopy as a powerful analytical tool for trace gas analysis owes much to not only advancements in modern optoelectronic tools but also to substantial research in enhancement techniques. Feedback-assisted, non-resonant, multipass cavity Raman spectroscopy stands out among various Raman enhancement methods. We effectively employed this technique to estimate the deuterium/hydrogen ratio in water vapor, to simultaneously identify and quantify multiple analytes, even at extremely low concentrations such as 20 parts-per-billion for methane (CH4), and to detect hydrogen (H2) at concentrations as low as 75 parts-per-billion. This dissertation focuses on the practical application of spontaneous Raman …

Development And Initial Validation Of The Increasing Mathematical Processes Opportunities For Vital Engagement Instrument, Joseph A. Ours

USF Tampa Graduate Theses and Dissertations

Many undergraduate students struggle to learn college level mathematics. This may be because they have not developed their mathematical processes. Mathematical processes are the habits of mind of successful mathematicians and are how one learns and subsequently applies mathematics content. Five categories of mathematical processes are problem solving, reasoning and proof, communication, connections, and representation.

Students need opportunities to develop their mathematical processes. This is the foundation of high quality mathematics instruction. Many instructors, however, lack practical knowledge on how to enact a pedagogy that provides students with opportunities to engage in mathematical processes.

The purpose of this study was …

An Exploration Of The Experiences Of Perinatal Depression And Anxiety Among Pregnant And Parenting Adolescents In The Tampa Bay Area Of Florida, Olajumoke Adetoun Ojeleye

USF Tampa Graduate Theses and Dissertations

Perinatal depression (PND) and perinatal anxiety (PNA) are increasing among pregnant and parenting adolescents (PPAs), with PNA often underrecognized. This leads to significant socioeconomic costs and adverse maternal consequences if untreated. Hence, this dissertation explores the experiences of PND and PNA among PPAs, focusing on their knowledge gaps, perception, mental health needs, care preferences, and access to PMH care. The research employs a qualitative design (free-listing and in-depth interviews) to gather participant insights. Key findings reveal that many PPAs possess limited knowledge about PNA when compared to PND. Lack of support from partners, family, and peers emerged as the topmost …

“Smart Trap”: A Portable Device For Real-Time Mosquito Capturing And Classification Using Image-Based Analysis, Fahim Rahman

USF Tampa Graduate Theses and Dissertations

Capturing mosquitoes in real-time and taking high-quality images for classification with state-of-the-art methods is not only time-consuming but also expensive. Sometimes even carefully controlled environments and experimental setups fail to capture living mosquitoes. Catching live mosquitoes is necessary to be able to study aspects of their physiology and behavior that cannot be investigated by collections of resting mosquitoes and dead specimens, and to help estimate the local population numbers. My thesis introduces a “Smart Trap”, a small portable device that can attract mosquitoes in real-time, capture them, take high-quality images with dual cameras, and store those images in the cloud. …

Using A Descriptive Analysis And Functional Analysis To Determine The Topography Of Attention For Attention-Maintained Problem Behaviors, Sarah M. Loupe

USF Tampa Graduate Theses and Dissertations

This study examined the benefits of using descriptive analysis (DA)-informed functional analysis(FA) conditions to determine the functional relationship between problem behaviors and the topography of attention maintaining them. Three male participants completed the study, ranging in age from 7-12 years. Following indirect assessments with care providers, a DA was conducted during four 15-min observations. The results of the DA were used to calculate the probability of a specific topography of attention following a problem behavior P(SR/B) and the unconditional probability of a specific topography of attention in the absence of problem behavior divided by all occurrences of that topography UP(SR-B/SR). …

Distributed Repeaters For Extending The Range Of Harmonic Rf Tags, Trevor Saunders

USF Tampa Graduate Theses and Dissertations

Passive harmonic Radio Frequency (RF) tags are highly advantageous compared to theiractive counterparts due to their ability to operate effectively in environments that are cluttered or where access to the tag for battery maintenance is challenging, dangerous and/or time consuming. They are also resistant to the local oscillator (LO) phase noise in radar applications where the doppler frequency from slow moving targets is buried beneath the noise. One of the major constraints of passive harmonic RF tags, however, lies in their operating range and the significant amount of power required to overcome the conversion loss and activate the nonlinear device …

Vietnam Syndrome And The Genetic Consequences Of Agent Orange Poisoning: A Materialist Approach, Moriah M. Haley

USF Tampa Graduate Theses and Dissertations

The aim of this thesis was to propose and apply a materialist approach to “Vietnam Syndrome” found at the intersection of masculinity, disability, and state power as it manifests in modern military strategy. Through an analysis of the physical veteran body rendered infertile from Agent Orange poisoning during the Vietnam War, the material conditions of infertility are found to have threatened the hegemonic masculinity on which the military relied for its justification and continuation amongst young American men. The turn to technological warfare was intended to remedy the insufficiency of the military body, but the solution was costly and ineffective …

“Call It What You Want” Analyzing Taylor Swift’S Communication Strategies During Public Controversies, Isabella Cuello

USF Tampa Graduate Theses and Dissertations

This study examines Taylor Swift’s crisis communication strategies during public controversies, particularly her disputes with Kanye West and Kim Kardashian between 2016 and 2019. Using Situational Crisis Communication Theory (SCCT) and Symbolic Convergence Theory (SCT), this research employs qualitative analysis to assess media framing, symbolic narrative construction, and the role of digital engagement in reputation management. Through a thematic analysis of 72 lifestyle journalism articles (in U.S. based publications from 2016-2019), the findings reveal that Swift strategically navigated public scrutiny by reclaiming negative imagery, such as the snake symbol, and leveraging social media to reframe her public persona. The study …

Protracting The Immediate: Time As Form In Contemporary Horror, Kennedy Kelley

USF Tampa Graduate Theses and Dissertations

This thesis examines the expression and experience of temporality in horror films of the last decade. Whereas early twenty-first century horror was characterized by high-octane jump scares, current horror is marked by contemplative slowness. I argue that the elongated duration of recent horror extends an experience of indeterminate anxiety that attunes us to an expansive relationality, offering a corrective not only to contemporary logics of immediacy, but also to the frequently constricting nature of embodiment as a theoretical concept. Recent horror scholarship tends to center sensuous propinquity in response to a long history of gaze theory’s disembodied passivity. While these …

On The Frontline: How Public Library Workers Experience Florida’S Increasing Social Inequality, Jordan P. Rogers

USF Tampa Graduate Theses and Dissertations

As public libraries tend to reflect the needs and interests of their communities, this qualitative study explores how growing local physical and sociodemographic changes affect public libraries in metropolitan areas and the experiences of staff. Interviews with nine library workers from four densely populated counties in the U.S. state of Florida gave insight into the hypervisibility of inequality within and between public libraries, as well as the effects of this inequality on the libraries and their staff. The local changes that participants reported included population growth, constant development, gentrification, rising rents, and increased homelessness and affluence. Staff had diverse experiences …

Exploring Religious Leaders’ Perspectives On Genetic Counseling, Testing, And Related Technologies, Kristina M. Wittenburg

USF Tampa Graduate Theses and Dissertations

Religion significantly influences healthcare decisions, including those related to genetic testing, by shaping ethical and emotional considerations. While some religious groups provide formal stances on genetic testing, others lack clear guidelines, leaving both patients and healthcare providers without consistent resources for navigating faith-informed decisions. Understanding religious leaders’ perspectives is critical to bridging this gap and supporting diverse patient needs. This study aimed to examine religious leaders’ perspectives on genetic testing, genetic counseling, in vitro fertilization (IVF), gene therapy, stem cell research, and abortion. These topics were explored to understand the role of religious beliefs in healthcare decisions, and to develop …

Synthesis, Characterization And Electrical Properties Evaluation Of Zirconium Dioxide Capacitors, Thomas P. Chandy

USF Tampa Graduate Theses and Dissertations

This thesis focuses on the fabrication and comprehensive characterization of thin-film capacitors utilizing zirconium dioxide (ZrO2) as the dielectric material, placed between aluminum electrodes. The research primarily aims to examine the impact of varying ZrO2 film thickness and the effects of post-deposition annealing on the structural, morphological, and electrical properties of the capacitors. A controlled sputtering deposition technique was employed to ensure uniform film growth, maintaining consistency in thickness and material quality across all samples.

A comprehensive set of characterization techniques was employed to analyze the capacitors. Scanning electron microscope (SEM) was used to assess surface roughness, revealing fewer defects …

In Case I Make It: An Autoethnographic Argument For Care, Space, And Utopia, Faelyn T. Cowan

USF Tampa Graduate Theses and Dissertations

Taking an autoethnographic and autotheoretical approach I examine within this project TomboloBooks’ Queer Comic Book Club. Drawing from José Esteban Mun֮oz’s ideas of queer utopia and Jen Jack Gieseking’s framework of constellations, and analyzing my own experiences, I present the Queer Comic Book Club (QCBC) as a moment of utopic queer worldmaking and argue for it’s potential as a site of alternative mental health care. Though I cannot provide here a generalizable model of book clubs as care, what I offer here is a series of possibilities, arguing for the potential of these spaces as community resources and sites of …

Understanding The Coping Mechanisms Used By Older Formerly Incarcerated Persons During Reentry, Sayla Victores

USF Tampa Graduate Theses and Dissertations

The current study investigated the coping mechanisms employed by older formerly incarcerated individuals during reentry. While there is research on the reentry experiences of older formerly incarcerated individuals, less is known about how they cope with the strains of reentry. As such, this study fills this gap in the literature by exploring both adaptive and maladaptive coping mechanisms employed by this population during reentry. Using in-depth interviews with 20 older, formerly incarcerated individuals, I found that older formerly incarcerated persons experienced challenges related to securing stable housing, finding employment and economic security, community supervision, stigma and judgment, and overall reintegration. …

Efforts To Improve General Chemistry Student Success: Describing Stoichiometry Solution Patterns And Investigating Challenge Perceptions, Dianna Kim

USF Tampa Graduate Theses and Dissertations

There is a need for capable STEM graduates to fill needed STEM career gaps, particularly for people who have been historically under-represented in the STEM field (e.g., women, people of color, people of lower economic status, etc.). A course that have great impact would be General Chemistry which typically acts as a pre-requisite for manty STEM majors and careers. The efforts to be described in this thesis was conducted at a large, public doctoral granting university in the southeastern United States of America. The first effort described in this thesis explores how students solve different types of stoichiometry-based problems along …

Evaluating And Improving The Serious Game Life With Hereditary Cancer, Jenna K. Peterson

USF Tampa Graduate Theses and Dissertations

Hereditary cancer syndromes increase cancer risks for individuals with pathogenic variants and their family members, yet many at-risk individuals do not pursue genetic testing due to barriers in family communication. Serious games—interactive tools designed to educate through gameplay—offer a promising approach to addressing these barriers by engaging users and creating supportive learning environments. LIFE with Hereditary Cancer is a serious game designed to improve genetic literacy, promote informed decision-making, and encourage family conversations about hereditary cancer risks and genetic testing. This evaluation used a mixed-methods approach to assess participant emotions, perceptions, and experiences with LIFE with Hereditary Cancer and identify …