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The Emotional Construction Of Religious Experience: Senitmentalism And Moral Motivations, Yvonne Candelario
The Emotional Construction Of Religious Experience: Senitmentalism And Moral Motivations, Yvonne Candelario
USF Tampa Graduate Theses and Dissertations
This paper addresses the growing prevalence of reported religious experiences across diverse religious and spiritual traditions, alongside the persistent absence of such reports among many adherents within the same communities. This asymmetry poses a challenge for both supernaturalist and reductively skeptical accounts of religious experience. I develop a naturalistic constructivist framework to explain why some individuals choose to interpret and report some human experiences as religious experiences or report having religious experiences at all, while others do not. Drawing on a post-modern revision of moral theory, an account of constructive sentimentalism, I argue that religious experience is shaped by socially …
Quantification Of Interfacial Defects In Frp-Strengthened Rc Member Using Non-Destructive Testing Methods, Yuliya Tyrak
Quantification Of Interfacial Defects In Frp-Strengthened Rc Member Using Non-Destructive Testing Methods, Yuliya Tyrak
USF Tampa Graduate Theses and Dissertations
Externally bonded fiber-reinforced polymer (FRP) composites are widely used to strengthen reinforced concrete (RC) structures. However, the long-term performance of these systems depends on the integrity of the FRP–concrete bond. Interfacial defects such as debonding, delamination, cracking, and voids may reduce structural capacity and are often difficult to detect using conventional inspection techniques. This study investigates the effectiveness of nondestructive testing (NDT) methods for detecting interfacial defects in FRP-strengthened RC members. It explores the potential for automated defect identification using thermal imaging and machine learning.
Laboratory specimens with predefined defects were fabricated and tested using visual inspection (VI), tap testing …
Everyone Works On The Sustainability Team: Power Structures And Brand Communication In Sustainable Consumption, Sofia Johansson
Everyone Works On The Sustainability Team: Power Structures And Brand Communication In Sustainable Consumption, Sofia Johansson
USF Tampa Graduate Theses and Dissertations
In response to growing concerns about the way in which consumption practices negatively degrade the environment and contribute to climate change, this thesis explores the role in which brands may counteract this. There are two significant issues pertaining to environmental marketing: (1) current efforts to promote green consumerism, through which consumer brands market products as “eco-friendly” with only marginal reductions in climate impact and misleading labels, are insufficient in mitigating climate change. (2) Additionally, this kind of consumption is unjust, whereby it is marked up in price, limiting access to merely individuals in higher income brackets. Given the insufficiencies of …
Building Trust And Credibility In Business-To-Business Relationships: The Role Of Content Marketing Formats, Janice A. Yates
Building Trust And Credibility In Business-To-Business Relationships: The Role Of Content Marketing Formats, Janice A. Yates
USF Tampa Graduate Theses and Dissertations
The increasing reliance on digital channels in business-to-business (B2B) purchasing has elevated content marketing as a central mechanism for building vendor relationships and influencing buyer behavior. Grounded in Relationship Management Theory, this study examines how informational quality and interactive engagement in B2B content marketing contribute to relational outcomes—trust and credibility—and subsequent purchase intent.A quantitative survey was administered to B2B professionals to assess perceptions of common content marketing formats and their influence on vendor evaluation and purchasing decisions. A total of 76 responses were collected, with 63 usable cases retained after data screening. Established multi-item scales were used to measure informational …
They Find A Way: The Transnational Practices And Experiences Of Diaspora Conflict Journalists, Grace E. Smith
They Find A Way: The Transnational Practices And Experiences Of Diaspora Conflict Journalists, Grace E. Smith
USF Tampa Graduate Theses and Dissertations
As global tensions continue to rise, media landscapes are changing. Diaspora communities play an integral role in this shift, as they search for verifiable news with a global perspective to keep them informed on crises in their home countries. In order to keep their communities informed, diaspora journalists step up to localize coverage, creating transnational networks to bridge home and host countries. They often work through intense situations, sacrificing normalcy for information. Building on the framework from Ogunyemi’s (2018) diasporic media observations, Fraser’s (1992) counterpublics theory, and D.K. Thussu’s (2006) contra-flow in global media theory, this study explores how diaspora …
Impact Of Statin Medication Use On Glycemic Control And Complications In Type 1 Diabetes, Ryan Bailey
Impact Of Statin Medication Use On Glycemic Control And Complications In Type 1 Diabetes, Ryan Bailey
USF Tampa Graduate Theses and Dissertations
Introduction: Hydroxymethylglutaryl-CoA enzyme inhibitors (statins) are frequently used to prevent cardiovascular events in individuals at high risk for cardiovascular diseases, including individuals with diabetes. Prior research has indicated that statins may increase the risk of developing type 2 diabetes (T2D) and may increase hyperglycemia among those previously diagnosed with T2D. To date, little research has investigated the impact of statins on glycemic control and diabetic complications associated with poor glycemic control in those with type 1 diabetes (T1D). The objective of this dissertation is to investigate the association between statin use and measures of glycemic control including hemoglobin A1c (HbA1c), …
Construction Of Chinese Identities And Community: A Linguistic Ethnographic Study Of A Chinese Culture-Sharing Club At A Us University, Yuxuan Mu
USF Tampa Graduate Theses and Dissertations
Chinese identity has been viewed as a debated and contested notion in sociolinguistics (Wong et al., 2021). Existing sociolinguistic research, which has centered on Chinese identity-related questions, such as “Who can be or cannot be Chinese?”, has been closely involved with the current political tensions between mainland China, Taiwan, and Hong Kong, as well as their associated linguistic tensions between simplified Chinese writing and traditional Chinese writing, and Cantonese and Mandarin. Building on these studies, this dissertation goes beyond the scope of Sinophone contexts traditionally examined in prior research (e.g., mainland China, Singapore, Taiwan, Hong Kong) to examine how US …
Dual-Modal Tumor Imaging Using Functionalized Iron-Oxide Nanoparticles For Mri And Fluorescence, Kevin Secades
Dual-Modal Tumor Imaging Using Functionalized Iron-Oxide Nanoparticles For Mri And Fluorescence, Kevin Secades
USF Tampa Graduate Theses and Dissertations
Accurate tumor imaging is essential for early cancer detection and treatment monitoring [1]. Technetium-99m (Tc-99m) is a commonly used radioisotope for medical imaging, but its reliance on gamma-ray emission poses challenges related to safety, accessibility, and regulatory constraints[2-5]. This research proposes the development of a dual-modal imaging approach by functionalizing iron-oxide nanoparticles (IONPs) with the fluorescent chromophore Cy5, enabling both MRI contrast enhancement and optical imaging for improved tumor specificity. IONPs provide strong T2-weighted MRI contrast [6], while conjugated near-infrared (NIR) chromophores allow for high-resolution fluorescence imaging [7], making this proposed system adaptable for both in vitro and in vivo …
Lightweight And Resilient Cryptographic Protocols For Next-Generation Networking Systems, Saif Eddine Nouma
Lightweight And Resilient Cryptographic Protocols For Next-Generation Networking Systems, Saif Eddine Nouma
USF Tampa Graduate Theses and Dissertations
The security of our increasingly interconnected world is strongly dependent on the strength and practicality of the cryptographic tools we deploy. As billions of embedded devices join the Internet of Things (IoT) and interact with remote cloud infrastructures for data processing, analysis, and actuation, they evolve into so-called digital twins. This rapid expansion introduces numerous attack vectors, particularly targeting constrained IoT devices, which greatly increase the attack surface and often become the root cause of large-scale infrastructure compromises. At the same time, the rise of quantum computing threatens the hardness of today’s intractability assumptions that underpin cryptographic primitives currently deployed. …
Framing The Pressure: Mental Health Representation In Olympic Athletes Through The Weight Of Gold, Daniel B. Gearin
Framing The Pressure: Mental Health Representation In Olympic Athletes Through The Weight Of Gold, Daniel B. Gearin
USF Tampa Graduate Theses and Dissertations
This study examines how the HBO documentary The Weight of Gold constructs meaning around athlete mental health through narrative and visual framing. Grounded in framing theory, the purpose of this research is to identify the key themes presented in the film and analyze how cinematic techniques shape audience understanding of mental health in Olympic athletes. The rationale for this study stems from a gap in existing research, as most scholarship focuses on psychological outcomes rather than how media representations construct those meanings. Using a qualitative approach, the study applies thematic analysis to 17 scenes of the documentary, supported by a …
Fire And Ice: Partisan Media Coverage Of 2025 Ice Mass Deportations, Rachael A. Lawrence
Fire And Ice: Partisan Media Coverage Of 2025 Ice Mass Deportations, Rachael A. Lawrence
USF Tampa Graduate Theses and Dissertations
This study examines how partisan media outlets strategically frame U.S. Immigration and Customs Enforcement (ICE), revealing how the same events are portrayed as fundamentally different depending on the outlet’s ideological position. Using Entman’s framing theory and qualitative frame analysis, this research analyzed 150 digital news articles from conservative-leaning (e.g., Fox News & New York Post), liberal-leaning (e.g., CNN & Associated Press) and neutral (e.g., The Hill & Newsweek) outlets over a six-month period following President Trump’s executive order expanding ICE’s operational scope.
The analysis reveals sharp partisan divides and highlights the prominence of media bias. Conservative outlets emphasized security frames …
Comfort Beyond Grief: The Influence Of Brazilian Spiritism On Grief, Maria Luiza D. Reynaud
Comfort Beyond Grief: The Influence Of Brazilian Spiritism On Grief, Maria Luiza D. Reynaud
USF Tampa Graduate Theses and Dissertations
This thesis explores the transformative influence of Brazilian Spiritism on the experience of grief, utilizing a qualitative framework of autoethnography and ethnography. The research begins with the author’s personal account of transitioning from paralyzing existential anxiety and a childhood fear of hell and death to a state of spiritual peace fostered by the study of the Spiritist Doctrine. Historically perceived as an unbearable mystery, Spiritism posits life as a continuous continuum where the immortal soul merely sheds the physical body like a cocoon to return to its true home.
Rooted in the 19th-century codification by Allan Kardec, the doctrine is …
Les Ambiguïtés Genrées Dans Certains Contes De Charles Perrault À Travers Le Motif De Troubles Alimentaires : Adhérence Nuancée Aux Valeurs Patriarcales Du 17e Siècle., Jacqueline D. Merveille
Les Ambiguïtés Genrées Dans Certains Contes De Charles Perrault À Travers Le Motif De Troubles Alimentaires : Adhérence Nuancée Aux Valeurs Patriarcales Du 17e Siècle., Jacqueline D. Merveille
USF Tampa Graduate Theses and Dissertations
Ce mémoire propose une relecture de plusieurs contes de Charles Perrault à partir des troubles et comportements alimentaires – anorexie, vomissement, cannibalisme – envisagés comme dispositifs narratifs genrés. Ces motifs constituent un système symbolique par lequel Perrault met en scène les tensions de genre propres à un ordre patriarcal de la fin du dix-septième siècle, sans jamais les résoudre de façon univoque.
L’étude montre d’abord que Perrault attribue à des princes adolescents une pathologie historiquement féminisée : l’anorexie. L’inappétence amoureuse des héros de Peau d’Âne, Cendrillon et La Belle au bois dormant est interprétée, à la lumière de la psychanalyse, …
Manufacturing Main Street: How Historic Plant City Main Street Revitalizes Its Community And Simulates The Commons, Emily Burke
Manufacturing Main Street: How Historic Plant City Main Street Revitalizes Its Community And Simulates The Commons, Emily Burke
USF Tampa Graduate Theses and Dissertations
Community has remained a central concern to sociology since its founding, even as industrialization, globalization, and digital media have transformed how social ties are formed and maintained. Small American downtowns once anchored civic and social life, but have faced destabilizing events like globalization, the rise of e-commerce, and the COVID-19 pandemic. In response, many small cities have turned to the national nonprofit Main Street AmericaTM to help them revitalize their downtowns. Although research on small cities is limited compared to large urban centers, emerging literature highlights post-COVID opportunities to renew physical and local shopping on main street (small city downtowns). …
Aging In The Shadows: Szekler Cemeteries And The Case For Recognizing Elderly Populations In Bioarchaeology, Katie M. Mcgrath
Aging In The Shadows: Szekler Cemeteries And The Case For Recognizing Elderly Populations In Bioarchaeology, Katie M. Mcgrath
USF Tampa Graduate Theses and Dissertations
The study of aging in past populations lies at the intersection of bioarchaeology and paleodemography, offering insight into both biological processes and lived social experience. Despite this potential, older adults are often rendered “invisible” in skeletal assemblages due to methodological and cultural biases. This thesis addresses this gap through a rare, community-based study of aging among the Székely population of Transylvania. By integrating osteological analysis of individuals (11th–19th centuries) from the archaeological Papdomb church cemetery with demographic data derived from the modern cemetery headstones (ca.1850–present), this research examines patterns of aging, longevity, and elder visibility across a culturally and spatially …
Behind The Bar: How Bartenders And Regulars Co-Produce Guardianship In Neighborhood Bars, Jack I. Wexler
Behind The Bar: How Bartenders And Regulars Co-Produce Guardianship In Neighborhood Bars, Jack I. Wexler
USF Tampa Graduate Theses and Dissertations
Although bars are commonly conceptualized as sites of disorder and violence, they are also spaces where social order is routinely produced and maintained. Bars are frequent targets of crime prevention efforts because they tend to concentrate aggression, disorder, and crime; yet little is known about how barroom actors—owners, bartenders, and regular patrons—actively maintain order. Explanations typically emphasize (a) physical features of bars (layout, lighting, crowding, door policies), (b) individual and situational predictors (clientele mix, intoxication levels), and (c) the actions of formal controllers—owners, bartenders, and bouncers. I consider an additional, and overlooked informal controller: the bar regular. This qualitative, exploratory …
Human-Ai Collaboration In Marketing Brainstorming: A Meta-Analytic Investigation Of Implementation Approaches And Creative Outcomes, Michael Michaels
Human-Ai Collaboration In Marketing Brainstorming: A Meta-Analytic Investigation Of Implementation Approaches And Creative Outcomes, Michael Michaels
USF Tampa Graduate Theses and Dissertations
Marketing organizations face intensifying pressure to sustain creative output while managing constrained resources and accelerating digital content cycles. The integration of artificial intelligence into marketing brainstorming processes presents a promising response to this challenge; however, prior to this investigation, no comprehensive quantitative synthesis had established the overall effectiveness of human-AI collaboration in marketing creativity contexts or identified optimal implementation strategies.
This dissertation presents a systematic meta-analytic investigation of AI-enhanced brainstorming effectiveness in marketing contexts. Following PRISMA guidelines, 42 independent empirical studies (N = 2,166 participants) published between 2018 and 2025 were identified across four primary academic databases, coded for implementation …
J.K. Rowling’S Loss Of Control: Authorial Anxieties Within The Actor Network, Casey Sausville
J.K. Rowling’S Loss Of Control: Authorial Anxieties Within The Actor Network, Casey Sausville
USF Tampa Graduate Theses and Dissertations
This thesis investigates how traditional ideas of authorship are contradicted in the 21st century as authorial power is distributed through an actor network. In this case study, I apply Bruno Latour’s Actor Network Theory (ANT) to the authorship of the fantasy series Harry Potter, in which J.K. Rowling, Warner Bros, and the fandom are all among the co-creators. In doing so, I find that when power has been exercised by other actors in the network, this has in multiple cases been experienced by Rowling as a threat to her security as an author, a woman, and a mother. This is …
Examining Factors Associated With Higher Percentages Of Women In Executive Leadership Positions In College Sport, Kelly Jean Brock
Examining Factors Associated With Higher Percentages Of Women In Executive Leadership Positions In College Sport, Kelly Jean Brock
USF Tampa Graduate Theses and Dissertations
The underrepresentation of women in executive leadership roles within intercollegiate athletics remains a persistent issue despite decades of progress in gender equity following the passage of Title IX. The purpose of this study was to examine the institutional and organizational factors associated with higher percentages of women in executive leadership positions within NCAA Division I Football Bowl Subdivision (FBS) athletic departments. Specifically, this research investigated whether institutional characteristics, such as athletic department budget size, the gender of the athletic director, the gender of the university president or chancellor, and institutional commitments to diversity, equity, and inclusion were associated with the …
Practitioner Ethics And Controversial Advertising: A Qualitative Study Of Moral Reasoning Across Product Categories, Teodora Florido Tavares De Souza
Practitioner Ethics And Controversial Advertising: A Qualitative Study Of Moral Reasoning Across Product Categories, Teodora Florido Tavares De Souza
USF Tampa Graduate Theses and Dissertations
Advertising professionals frequently face ethical challenges in their work, yet the ways they define, recognize, and address these dilemmas remain underexplored. This study examines how practitioners perceive and respond to ethical issues in their work, particularly when it comes to promoting products and services that raise significant public health concerns, such as alcohol, tobacco, and gambling. Drawing on Drumwright and Murphy’s (2004) concepts of Moral Myopia, Moral Muteness, and Moral Imagination, this research investigates how practitioners’ ethical awareness can be shaped by the nature of the product being advertised. Through interviews with industry professionals, the study examines how the ethical …
Exploring Graduate Nursing Students’ Learning Experiences, Perceived Cognitive Loads, And Attitudes Toward Immersive Virtual Reality (Ivr) In Clinical Training Environments, Pranam Parsanlal
USF Tampa Graduate Theses and Dissertations
Simulation-based education (SBE) is a widely used learning method in nursing education to develop clinical skills, while in recent years, immersive virtual reality (IVR) has become a sought-after SBE method. There is a significant need to understand how to support IVR integration. Previous research suggests exploring students’ perceptions and experiences toward IVR holistically and comprehensively to understand how to integrate IVR into nursing educational practices. This explanatory sequential mixed methods research study aimed to explore the learning experiences, perceived cognitive loads, and attitudes toward IVR of 11 graduate nursing students in an IVR clinical training environment. To explore perceptions, students …
Sensi-Train: Context-Aware Sensitive Content Detection Using Transformers And Large Language Models, Nazeefa Muzammil
Sensi-Train: Context-Aware Sensitive Content Detection Using Transformers And Large Language Models, Nazeefa Muzammil
USF Tampa Graduate Theses and Dissertations
The detection of sensitive content has become a critical task in natural language processing due to the widespread use of online platforms and the social harm caused by it. Even though current methods have advanced significantly, many of them mainly rely on surface-level text and neglect to take into consideration contextual and cultural elements that are crucial for correctly assessing sensitivity of any content to a particular individual. Due to this, implicit offense, sarcasm, and culturally grounded expressions frequently cause problems for such systems. To enable culturally grounded sensitive content detection, this thesis presents Sensi-Train, a context-rich dataset and modeling …
Inside The System, Outside The Circle: A Parent-Educator’S Journey Of Navigating Through Systemic Oppression While Advocating For Her Son With A Learning Disability, Sanora L. White
USF Tampa Graduate Theses and Dissertations
This autoethnographic study examines how I, as a Black parent-educator, navigated racialized and ableist educational systems while advocating for my child with a learning disability. Grounded in Disability Studies in Education, DisCrit, Critical Pedagogy, Universal Design for Learning, and Black Feminist Thought, the study explores how systemic inequities shape parent–teacher collaboration and how advocacy functions as relational care and resistance. The guiding research question asked how I experienced and navigated collaboration within racialized and ableist special education systems. Data sources included reflective journals, IEP documents, personal narratives, and dialogic conversations with critical friends. Using composite narratives and thematic analysis, the …
Navigating (M)Otherhood: Perception, Practice, & Policy Of Adolescent Pregnancy In The North Coast Of Perú, Mahir Rahman
Navigating (M)Otherhood: Perception, Practice, & Policy Of Adolescent Pregnancy In The North Coast Of Perú, Mahir Rahman
USF Tampa Graduate Theses and Dissertations
“It’s a vicious circle”, the obstetricians of Huanchaco repeated time and time again after discussing a recently pregnant 13-year-old girl who had just moved to the North Coast of Perú. Adolescent pregnancy is an extremely stigmatized topic in global maternal and child health discourse. Pregnant adolescents are subject to educational policy, clinical protocol, and community practice. While global scholarship emphasizes adolescent pregnancy prevention, limited scholarship focuses on the conditions in which adolescent pregnancy is perceived, discussed, and managed. More importantly, these perspectives are even less documented amongst the North Coast of Perú.
This thesis serves as an ethnographic exploration of …
The Role Of Campus Symbols In College Student Belonging: A Photo-Elicitation And Photovoice Qualitative Study, Abigail W. Bradley-Tyler
The Role Of Campus Symbols In College Student Belonging: A Photo-Elicitation And Photovoice Qualitative Study, Abigail W. Bradley-Tyler
USF Tampa Graduate Theses and Dissertations
This qualitative study examines the impact of campus symbols on the sense of belonging among second-year students at a public, four-year institution in Florida. This topic is relevant as there is a lack of research about positive or neutral campus symbols. Using sense of belonging and symbolic interactionism as theoretical frameworks, this study investigates how students interpret and emotionally connect with university symbols, including campus mascots, monuments, personnel, and campus traditions and rituals. Using photo-elicitation and photovoice interviews, participants engaged with photographs of official university symbols and captured images representing their campus experience. Using Braun and Clarke’s thematic analysis, the …
“It’S Like Being Interrogated For A Crime:” The Job Interview Experiences Of Late Diagnosed Autistic Women, Brianna M. Sandner
“It’S Like Being Interrogated For A Crime:” The Job Interview Experiences Of Late Diagnosed Autistic Women, Brianna M. Sandner
USF Tampa Graduate Theses and Dissertations
Autistic adults face disproportionately high unemployment rates, with traditional job interviewsserving as a significant barrier due to their emphasis on social norms and the importance of first impressions. Research on barriers late-diagnosed autistic women—a population historically marginalized in both autism and employment research—encounter during job interviews is nascent. This study examines four key areas through the voices of participants: challenges encountered during interviews, coping mechanisms, masking behaviors, and the impact of receiving a late diagnosis on their understanding of past job-seeking experiences. Women described experiencing difficulties with an inaccessible interview structure, navigating social and professional norms, and answering questions on …
An Autoethnographic And Relational Exploration Of Identity Negotiation Within Romantic Relationships Between Nonbinary Partners And Cisgender Women, Maddison L. Russell
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 …
Microplastic Contamination In Longfin Squid (Doryteuthis Pealeii) From The Florida Gulf Coast: Evidence Of Marine Based Pollution, Jordan Kleinschmidt Dilena
Microplastic Contamination In Longfin Squid (Doryteuthis Pealeii) From The Florida Gulf Coast: Evidence Of Marine Based Pollution, Jordan Kleinschmidt Dilena
USF Tampa Graduate Theses and Dissertations
Microplastic contamination is a pervasive global issue, yet its impact on ecologically significant cephalopod populations remains poorly understood. This study quantified microplastic prevalence and distribution in longfin squid (Doryteuthis pealeii), a key trophic link in the Gulf of Mexico. Following hydrogen peroxide digestion of digestive tract and mantle tissues, microplastics were isolated via vacuum filtration and characterized using microscopy. Fourier-transform infrared (FTIR) spectroscopy confirmed polymer identities. Microplastic contamination was exceptionally high, with 96.4% of individuals containing particles (mean = 36.6 ± 20.0 particles per individual, range = 0–94, n = 110 squid). From 4,072 total particles analyzed, fragments dominated (98.3%), …
Exploring Enacted Active Learning Practices In Postsecondary Chemistry Lecture And Laboratory Courses, Kendall M. Zammit
Exploring Enacted Active Learning Practices In Postsecondary Chemistry Lecture And Laboratory Courses, Kendall M. Zammit
USF Tampa Graduate Theses and Dissertations
The work in this thesis begins to explore the enacted active learning practices in postsecondary chemistry lecture and laboratory courses. Chapter 1 explores the level of inquiry in postsecondary laboratories. Chapter 2 explores instructional and assessment practices at two-year institutions.
Chemistry postsecondary laboratories offer a unique opportunity to engage students in inquiry-based instruction. Inquiry-based instruction was categorized by the asking faculty members at four-institutions about six characteristics of laboratory design: choosing a problem, background research, designing procedures, analyzing data, communicating results, and interpreting results. As students have the freedom to make decisions on more characteristics of inquiry learning, the closer …
Adaptive Multi-Agent Intelligence: A Dynamic Data Management System For Enhanced Data Quality And Reconciliation, Anthony Taeyang Vigil
Adaptive Multi-Agent Intelligence: A Dynamic Data Management System For Enhanced Data Quality And Reconciliation, Anthony Taeyang Vigil
USF Tampa Graduate Theses and Dissertations
Organizations struggle with data quality problems that cost them millions of dollars annually. Manual data cleanup and standardizing, also known as reconciliation, can take skilled analysts days to complete and can still contain human errors. This dissertation addresses this challenge by developing and validating the Origin Data Management System, which automates processes that traditionally require days of manual work. The system achieved up to 100% accuracy in standardizing vendor names and identifying CEO information across real-world test datasets from Jefferson County Public Schools, Forbes, and Fortune Magazines. Processing time dropped from days to minutes—a 96-fold improvement over manual methods. These …