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USF Tampa Graduate Theses and Dissertations

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Recruitment, Retention, And Attrition Of Special Education Teachers At Title 1 Schools: How Administrators Perceive Their Role, Sherry Jane S. Nov 2025

Recruitment, Retention, And Attrition Of Special Education Teachers At Title 1 Schools: How Administrators Perceive Their Role, Sherry Jane S.

USF Tampa Graduate Theses and Dissertations

The United States needs more special education teachers. Although this shortage affects many schools nationwide, the effects can be particularly harmful at Title 1 schools. Although there is a large body of literature on teacher attrition and retention, enlarging it focuses on teachers' viewpoints. Through semi-structured interviews, this research examines the perceptions of school administrators at Title 1 schools about their role in the recruitment, attrition, and retention of special education teachers. The context of the research is one large district in central Florida


Exploring Perceived Parental Vulnerability In Pediatric Cancer Survivors: A Comparative Thematic Analysis Of English And Spanish-Speaking Families., Yusnavi Martinez Pineiro Nov 2025

Exploring Perceived Parental Vulnerability In Pediatric Cancer Survivors: A Comparative Thematic Analysis Of English And Spanish-Speaking Families., Yusnavi Martinez Pineiro

USF Tampa Graduate Theses and Dissertations

This study examined how perceived parental vulnerability is expressed among parents of pediatric cancer survivors and explored potential differences between Spanish-speaking and English-speaking families. Data were drawn from an existing ongoing clinical trial in the IHOPE lab of the University of South Florida, who collaborates with over 10 pediatric cancer survivorship clinics across the country. The study used a total of 26 (13 Spanish-speaking and 13 English-speaking) structured interview transcripts from parent participants. The transcripts were the first session with the parent participant, the interventionist spoke the parent’s preferred language (English or Spanish), perceived parental vulnerability was one of six …


The American Friends Of Irish Neutrality And The American Irish Defense Association: The Last Irish American Committees, Patrick J. Horan Nov 2025

The American Friends Of Irish Neutrality And The American Irish Defense Association: The Last Irish American Committees, Patrick J. Horan

USF Tampa Graduate Theses and Dissertations

This dissertation examines the complex narratives surrounding Irish neutrality during World War II within the Irish American community. It focuses on two key organizations, the American Friends of Irish Neutrality (AFIN) and the American Irish Defense Association (AIDA), arguing that the conflict over neutrality was a pivotal moment in the assimilation of Irish American identity. The study explores how Irish Americans balanced their connection to their ancestral homeland with their desire for full acceptance in the United States.

The research reveals a fervent propaganda war between the AFIN, a grassroots organization defending Ireland’s right to remain neutral, and the AIDA, …


The Impact Of Storyline Curriculum On Student Engagement And Scientific Literacy: A Phenomenological Study Of High School Biology Teacher’S Experiences, Nicole Holman Oct 2025

The Impact Of Storyline Curriculum On Student Engagement And Scientific Literacy: A Phenomenological Study Of High School Biology Teacher’S Experiences, Nicole Holman

USF Tampa Graduate Theses and Dissertations

This study looks at how using a storyline curriculum affects student engagement and scientific literacy in high school biology classes. It focuses on constructivist learning theory and explores the experiences of thirteen biology teachers who moved from traditional, teachercentered methods to student-centered, inquiry-based approaches. The teachers noticed a significant change in classroom participation; students took more ownership of their learning and showed increased interest and curiosity. As students engaged more in building their understanding, their critical thinking skills and ability to analyze and assess scientific data improved.

The results reveal that storyline curricula do more than help students grasp biology; …


Exploring The Experiences Of Three Saudi Mothers Returning To Saudi With Their Bilingual Children, Fatimah H. Almuthibi Oct 2025

Exploring The Experiences Of Three Saudi Mothers Returning To Saudi With Their Bilingual Children, Fatimah H. Almuthibi

USF Tampa Graduate Theses and Dissertations

This qualitative interview study explored the experiences of three Saudi mothers who returned to Saudi Arabia with their bilingual children after living with their children in English-speaking countries for educational and academic purposes. Bronfenbrenner’s Bioecological Theory is the theory that served as the guiding framework for the study, shaping the direction of the study and informing both the analysis and discussion of the data. The purpose of the study was to gain a deeper understanding of this unique phenomenon and to address a gap in the existing literature since there are very few studies that focus on the post-return experience …


Disrupting Latina/X Media Representations: A Performance Art Installation Informed By Autoethnographic And Embodied Explorations, Sandra Cristina Roa Oct 2025

Disrupting Latina/X Media Representations: A Performance Art Installation Informed By Autoethnographic And Embodied Explorations, Sandra Cristina Roa

USF Tampa Graduate Theses and Dissertations

In this dissertation I use autoethnography and performance methods to create a performance art installation that examines and re-imagines the role of media representations in shaping how I as a Latina actively negotiates belonging and identifies this concept as always in a processes requiring negotiation. I argue belonging is influenced by how I see myself or don’t see myself in media representation and offer the counter-narrative as a way of asserting agency and disrupting marginalization. In this project, I tend to the tensions felt between being a community member, media maker, and qualitative researcher in order to disrupt media messages. …


Mosquito Classification And Explainability From Image Data Via Deep Learning Techniques, Farhat Binte Azam Oct 2025

Mosquito Classification And Explainability From Image Data Via Deep Learning Techniques, Farhat Binte Azam

USF Tampa Graduate Theses and Dissertations

According to the World Health Organization (WHO), mosquitoes are the deadliest animals on Earth, responsible for more human deaths annually than any other species. Mosquito-borne illnesses continue to pose severe risks to global health. In 2015 alone, there were an estimated 214 million malaria cases worldwide. Similarly, a 2016 report from the Centers for Disease Control and Prevention (CDC) revealed that Puerto Rico’s Department of Health received over 62,500 suspected cases of Zika, with 29,345 confirmed positive cases. In 2019, Southeast Asia experienced its worst dengue outbreak in recorded history. Of the approximately 4,500 mosquito species distributed across 34 genera, …


English, Lamia Saad Alnomei Oct 2025

English, Lamia Saad Alnomei

USF Tampa Graduate Theses and Dissertations

It is crucial to integrate technologies into childhood education and teaching digital citizenship, but there are certain barriers to this integration in Saudi Arabia. Elicitation interviews were conducted in the context of this study with six participants, including kindergarten teachers and school leaders. They showed different levels of understanding the concept of digital literacy and citizenship and various levels of valuing technologies as tools for education. For instance, some expressed the need for more awareness and training, and other exhibited a deep understanding of digital citizenship. The study used Rogoff’s sociocultural theory, explored the influence of culture and parents on …


The Ruling Relations Of Care: An Institutional Ethnography Of High-Risk Prenatal Care Experiences, Nicole L. Harris Oct 2025

The Ruling Relations Of Care: An Institutional Ethnography Of High-Risk Prenatal Care Experiences, Nicole L. Harris

USF Tampa Graduate Theses and Dissertations

Disrespect during pregnancy, labor, and delivery is common in the United States. The Centers for Disease Control and Prevention has estimated that approximately one in five women overall, and over 30% of Black women, report being ignored, dismissed, or verbally mistreated during their care. Public health efforts have primarily focused on individual-level interventions to improve patient-provider communication or reduce provider bias; however, these strategies have been critiqued for their limited scope and effectiveness in shifting outcomes. Instead, researchers and advocates have called for an examination of the structures that shape clinical encounters, including policies, protocols, workflows, and organizational culture. This …


Dissecting The Intrinsic And Extrinsic Regulators Of Prostate Cancer Dormancy In The Bone Microenvironment, Mostafa M. Nasr Oct 2025

Dissecting The Intrinsic And Extrinsic Regulators Of Prostate Cancer Dormancy In The Bone Microenvironment, Mostafa M. Nasr

USF Tampa Graduate Theses and Dissertations

Metastatic disease is the primary driver of cancer-related mortality. In prostate cancer (PCa), patient survival decreases dramatically once the disease spreads to distant organs, with over 80% of metastases occurring in the bone. This dissemination is often followed by a clinically silent period of tumor dormancy that can last for years, creating a critical reservoir of cells poised for lethal relapse. A significant barrier to understanding and targeting this dormant phase has been the lack of robust experimental models. This thesis first addresses this challenge by establishing a novel stress-induced model of PCa dormancy, validated across multiple murine and human …


Promoting Sophomore Progression: Academic Advocates’ Perceptions Of Holistic Interventions And Data Analytics, Sarah Angela Wray Marshall Oct 2025

Promoting Sophomore Progression: Academic Advocates’ Perceptions Of Holistic Interventions And Data Analytics, Sarah Angela Wray Marshall

USF Tampa Graduate Theses and Dissertations

This qualitative study explored academic advocates’ perceptions regarding holistic student interventions and data analytics utilization to enhance sophomore success at their institution. This study contributes to the literature on sophomore success by providing an academic advocacy perspective and to the emerging literature using data analytics to enhance retention, persistence, and graduation rates in higher education. Multiple methods of data collection were employed, including four academic advocate interviews, document analysis, and reflexive journaling. A hybrid thematic analysis approach was used to analyze the data. By exploring practitioners’ narratives, the research addressed a gap in scholarship on how academic advocates enact their …


Rattlesnakes And Enlightenment Science: An Unlikely Epistemology Of Early American Herpetology, Sahir Hismiogullari Oct 2025

Rattlesnakes And Enlightenment Science: An Unlikely Epistemology Of Early American Herpetology, Sahir Hismiogullari

USF Tampa Graduate Theses and Dissertations

This study examines the hybrid epistemologies developed by early American naturalists, such as Hans Sloane, Pehr Kalm, John and William Bartram, and Benjamin Smith Barton that blended empirical observation, spiritual frameworks, and Indigenous ecological knowledge. These figures, implicitly or explicitly challenging the dominant mechanistic and reductionist models of Enlightenment science, pioneered a more holistic ecological thinking, even as they operated within colonial power structures.

Through historical and textual analysis based on letters, natural histories, and other written sources, the study reveals how these naturalists synthesized multiple ways of knowing, particularly in their encounters with New World peoples and environments. Within …


“From Bars To Becoming”: Exploring Identity Change Across Prison Programming, Evan W. Saunders Oct 2025

“From Bars To Becoming”: Exploring Identity Change Across Prison Programming, Evan W. Saunders

USF Tampa Graduate Theses and Dissertations

Self-identity plays a pivotal role in one’s day-to-day life, impacting their behaviors and ambitions, but what is conducive to a change in identity is often underdeveloped. Mechanisms that lead incarcerated individuals to both a shift in identity and desistance away from crime are both underdeveloped as well. The current study examines the impact of programming on identity and the relationship between identity and recidivism. A sample of individuals participating in a reentry prison program responded to 16 statements that evaluated their perceptions of their Overall Self-Identity, Current Self, Feared Self, and Positive Possible Self at the beginning and end of …


A Political Ecological Exploration Of The Caracol Road Project In Belize, Lorenzo A. Pantano Oct 2025

A Political Ecological Exploration Of The Caracol Road Project In Belize, Lorenzo A. Pantano

USF Tampa Graduate Theses and Dissertations

The Caracol Road Project is a new BZ$148,100,000 (US$74,050,000) road infrastructure development in the Cayo District of Belize and financed largely by foreign sovereign wealth funds. The areas adjacent to the road, broken into two phases include: communities, forest reserves, national parks, recreational areas, private lands and estates, and archaeological sites. This paper seeks to ask the questions: (i) For whom is the CRP being developed? (ii) For what is the CRP being developed? (iii) What visual evidence exists of sacrifice zones because of the production of the CRP? I sought to answer these questions through ethnographic observations, interviews, and …


Building Insight One Tray At A Time: A Systematized Review Of Sandtray Expressive Arts On Counselor Trainees’ Self-Awareness, A'Lyse M. Miranda Oct 2025

Building Insight One Tray At A Time: A Systematized Review Of Sandtray Expressive Arts On Counselor Trainees’ Self-Awareness, A'Lyse M. Miranda

USF Tampa Graduate Theses and Dissertations

This study examines the impact of sandtray expressive art interventions on the self-awareness of counseling students, recognizing the vital role self-awareness plays in counselor development. It is essential for counselors to practice self-awareness so that they may connect effectively with clients, make ethical decisions, and enhance their professional competence. Self-awareness is best identified as a transformative and reflective integration process. While traditional methods like journaling and supervision are commonly studied, the use of sand tray therapy as an expressive art intervention has received limited attention. This review synthesizes existing literature on self-awareness and sandtray expressive art interventions in counselor education, …


Community, Autonomy, Irony: Lessons From Historic Rosenwald Schools, Ronald B. Matus Oct 2025

Community, Autonomy, Irony: Lessons From Historic Rosenwald Schools, Ronald B. Matus

USF Tampa Graduate Theses and Dissertations

Growing evidence suggests the Rosenwald schools of the American South, which anchored thousands of Black communities for a half century before desegregation, boosted academic outcomes for generations of Black students and helped fuel the civil rights movement. The research literature, however, is thin on what specifically made these schools successful. My research attempts to narrow the gaps by asking the Rosenwald alums themselves. Through semi-structured interviews, 10 alums in Florida identify defining features of their schools, including seamless community connections; a culture of high expectations for academic achievement and character development; and especially caring and committed teachers. The alums’ insights …


“The Best Laid Plans”: Evaluating How Housing Expectations Impact Prison Reentry, Vittoria A. Gonzalez Oct 2025

“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 …


Building From Within: Hr And Leadership As Strategic Resources In Micro And Small Business Growth Across Generations And Partnerships, Angelia Mathews Payne Oct 2025

Building From Within: Hr And Leadership As Strategic Resources In Micro And Small Business Growth Across Generations And Partnerships, Angelia Mathews Payne

USF Tampa Graduate Theses and Dissertations

Micro and small businesses (MSBs) with 1-19 employees represent 99.9% of all U.S. private sector businesses and contribute nearly $4 trillion to the Gross Domestic Product (GDP), yet academic research on their internal growth strategies remains limited. This study examines how human resources (HR) and leadership function as strategic resources for growth across successive generations and partnerships in MSBs, addressing a critical gap in understanding how these internal capabilities create competitive advantages in resource-constrained environments.

Grounded in Resource-Based View (RBV) theory, this research investigated how HR and leadership capabilities meet the criteria for strategic resources—being valuable, rare, inimitable, and non-substitutable …


Identifying B-Vitamin Requirements And Phycosphere Interactions For The Hab-Forming Dinoflagellate, Pyrodinium Bahamense Var. Bahamense, Lydia A. Ruggles Oct 2025

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 Oct 2025

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 Oct 2025

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 Oct 2025

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 Oct 2025

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 Oct 2025

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 Oct 2025

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 Oct 2025

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 …


Econometric Analyses Across The Continuum Of Care For Individuals With Hearing Loss, Teresa I. Anthony Oct 2025

Econometric Analyses Across The Continuum Of Care For Individuals With Hearing Loss, Teresa I. Anthony

USF Tampa Graduate Theses and Dissertations

Hearing loss affects individuals across the age span and, if left untreated, can lead to developmental delays and health and well-being concerns. This dissertation applies econometric analyses to investigate factors influencing diagnostic outcomes in the neonatal intensive care unit (NICU), intervention enrollment rates among babies with permanent childhood hearing loss (PCHL), and utilization and hospitalization outcomes among adults with sensory impairment (SI). The first study evaluates the cost-effectiveness of automated auditory brainstem response (aABR) versus transient evoked otoacoustic emissions (TEOAE) for newborn hearing screenings in a Thailand hospital NICU. Decision tree modeling and economic evaluation suggested that although aABR is …


Connectedness And Belonging: An Autoethnography About Military Veteran Transition, Benjamin A. Smet Oct 2025

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 Oct 2025

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. Oct 2025

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, …