Digital Commons Network^™

Ai-Powered Personal Branding: A Coaching Toolkit For Career Advisors, Ajanee Igharo

Paul English Applied Artificial Intelligence (AI) Institute Publications

This presentation explores how career advisors can use artificial intelligence to help students develop authentic, evidence-based personal brands. It introduces a coaching approach that helps students identify patterns across their experiences, strengths, interests, and career direction and translate those insights into credible professional narratives. The presentation demonstrates how AI can support this process by organizing information, identifying themes, generating alternative phrasing, and adapting communication for different audiences while emphasizing that students must retain ownership of their experiences, evidence, and authentic voice. Through hands-on activities and an advisor-guided workflow of discovering, drafting, challenging, verifying, and personalizing, participants practice using AI to …

Full Issue

AWE (A Woman’s Experience)

No abstract provided.

Religious Practice And Attitudes Toward Immigration And Racial Justice In America, Amya Douglas

Graduate Theses and Dissertations (2019 - present)

This study aims to understand how Christians’ knowledge of Scripture and involvement in the church have an impact on their social-political views, specifically, racial justice and immigration. By using the survey responses from the 6th wave of the Baylor Religion Survey, more frequent church attendance and reading Scripture were correlated with a greater recognition of racism in terms of being against white supremacy and white nationalism, supporting racial justice when asked about racial gaps, and possessing greater support for immigrants. This study highlights the distinction between religious affiliation and religious practice, and it suggests that certain policy sentiments can be …

Alfred Russel Wallace Notes 42: How Accurate Are The Transcriptions Presented At The Alfred Russel Wallace Page Website?, Charles H. Smith

Faculty/Staff Personal Papers

A look is taken at the level of accuracy displayed by the transcriptions of Wallace writings offered at the Alfred Russel Wallace Page website, as determined by a ChatGPT analysis.

Oak Savanna Expansion: Indigenizing Psu's Urban Landscape, Ash Herb

University Honors Theses

Since time immemorial Indigenous Peoples have resided in what is now named Portland of the Pacific Northwest in the Willamette Valley. For hundreds of years, this forested Land has been colonized, razed to stumps and covered in cement in order to build the urban landscape. Due to such destruction on a broad scale, we are experiencing the results of climate catastrophe. By finding ways to reclaim our relationship with Land and returning to Indigenous epistemologies, our urban landscape has the opportunity to shift towards restoration and prosperity. Indigenous plants have existed here, supporting humans in a reciprocal relationship, for thousands …

University Of Central Florida Undergraduate Catalog, 2025-2026, University Of Central Florida

UCF Catalogs

No abstract provided.

Computable Phenotypes For Research Using Real-World Data: Experiences From The Nih Pragmatic Trials Collaboratory, Marisa L Conte, Judith M Schlaeger, Guilherme Del Fiol, James R Campbell, Andrea L Cheville, Keith Marsolo, Kari A Stephens, Miriam O Ezenwa, Andrew D Boyd, Juanita E Darby, Nadine S Matthie, P Michael Ho, Alice Pressman, Morgan Justice, Carol Reynolds Geary, Keturah R Faurot, Alex Fist, Karen Staman, Hulin Wu, Rachel L Richesson

Faculty, Staff and Student Publications

Objectives: Embedded pragmatic clinical trials (ePCTs) are conducted as part of routine clinical care and therefore use data collected from real-world data sources, such as electronic health record systems and administrative claims. A common approach for using these types of data across all phases of trial conduct is to create a computable phenotype (an explicitly defined data query data, including specified data types, data codes, and logical parameters) to capture patients with a clinical condition, exposure, symptom, characteristic, treatment, or outcome of interest.

Materials and methods: The Electronic Health Record (EHR) Core Working Group of the NIH Pragmatic Trials Collaboratory …

Fuimos Olvidados Y Descuidados [Forgotten And Neglected]: Lessons Learned And Findings From On-Farm Covid-19 Education And Vaccine Clinics For Agricultural Workers And Their Multigenerational Families In Texas, Anabel Rodriguez, David I Douphrate, Ana L Pineda Reyes, Susana Zavala, Lus Chavez, Sofia Nicole Lopez, Andrea V Cabrera Cruz, Annie J Keeney, Nora Hernandez, Brenda Berumen-Flucker, Eva M Shipp, Matthew W Nonnenmann, Shannon P Guillot-Wright, Bethany Boggess Alcauter, G Lopez Ixta, Paula M Cuccaro, Higinio Fernandez-Sanchez, David Gimeno Ruiz De Porras

Faculty, Staff and Student Publications

Background: Despite being deemed essential non-healthcare workers, agricultural workers were excluded from COVID-19 vaccine prioritization in Texas. This professional practice report describes the multifaceted worker health and safety approaches to protecting agricultural workers and their families during the COVID-19 pandemic.

Methods: Between March 2020 and January 2025, several outreach, education, and training grants from various funding agencies were leveraged to deliver training, personal protective equipment, vaccines, and economic relief to agricultural workers in partnership with community-based organizations, industry, local public health departments, and academic institutions.

Findings: Timely funding efforts led to the distribution of 1,000 PPE kits, with more than …

Emergency Medical Services Mental Health: Causes Of Providers Leaving The Industry, Brian C. Selke

Graduate Theses and Dissertations (2019 - present)

Employee resilience and mental health have become critical concerns in Emergency Medical Services (EMS) as workforce shortages increasingly threaten staffing stability and patient care. National Registry of Emergency Medical Technicians (NREMT) data indicates that more than 30% of eligible EMS providers did not recertify between 2020 and 2023, raising concerns about workforce sustainability. This study examines EMS providers’ intentions to leave the profession and identifies workplace factors associated with turnover. A statewide survey of more than 1,200 licensed EMS providers in Alabama was analyzed using regression techniques to evaluate the relationship between workplace conditions and turnover intentions. Results demonstrate that …

"I Can See Where This Is Taking Me": Medical Students' Perceptions Of Humanities Courses At Aga Khan University, Kenya, Catherine Gathu, Marthaclaire Zammit, Urvi Saboo, Robert Opoka

Family Medicine, East Africa

Background Humanities courses in medical training are increasingly recognized as essential for developing empathetic, reflective and socially responsive physicians. Although well-established globally, their integration into medical education in African contexts remains limited. In Kenya, humanities are often peripheral within curricula dominated by biomedical sciences and clinical medicine. Aga Khan University (AKU), Nairobi, has introduced a novel medical curriculum that embeds seven core humanities courses as central components of the initial phase of its MBChB program. This study explored students’ perceptions and lived experiences of these humanities courses.

Methods A retrospective descriptive study using an embedded mixed-methods design was conducted among …

The Effects Of Education And Training On Clinical Staff’S Knowledge, Perception, And Clinical Practice Of The Medication Reconciliation Process, Stephanie A. Williams

Doctor of Nursing Practice Projects

Medication-related harm affects approximately one in 30 patients in healthcare settings. Accurate medication reconciliation (MedRec) is essential for identifying medication discrepancies, preventing medication errors, and reducing adverse drug events. Clinical staff play a critical role in ensuring the accuracy of medication lists in primary care settings.

This evidence-based quality improvement project evaluated the effect of a structured MedRec training intervention on MedRec knowledge, perceptions, and practices among clinical staff in a primary care clinic in Southeast Texas. The project used a single-group, quantitative, quasi-experimental design. A convenience sample of 32 clinical staff members completed knowledge and perception assessments before and …

Llm-Assisted Task-Adaptive Semantic Communication Over Non-Ideal Channels For Vision–Language Systems, Oluwagbenga Oluwapelumi Orimoogunje

All Theses

The growth of intelligent wireless systems and bandwidth-limited edge devices has created a need for communication methods that move beyond bit-level data transmission. Semantic communication addresses this by transmitting task-relevant meaning, which reduces bandwidth usage while preserving task performance. However, existing approaches often rely on frozen encoders without task feedback and are trained under fixed or ideal signal-to-noise ratio (SNR) conditions. These limitations lead to poor generalization in realistic noisy channels.

This thesis proposed a task-adaptive semantic communication framework for Visual Question Answering (VQA) over bandwidth-constrained Additive White Gaussian Noise (AWGN) channels. The system transmits a compact 16,384-dimensional semantic feature …

Hardware-In-The-Loop Evaluation Of Sensor-Source Selection For Prosthetic Locomotion Intent Recognition, Victoria Asencio-Clemens

Master's Theses

Active lower-limb prostheses use intent-recognition systems to identify a user’s locomotion mode and select an appropriate control strategy, but sensor configurations that perform well offline may be unsuitable for resource-constrained embedded hardware. Existing sensor-selection methods generally prioritize classification accuracy without directly accounting for processing latency, memory usage, or other hardware-dependent requirements. To address this limitation, this thesis develops a hardware-in-the-loop source-selection framework for embedded classification of level walking, ramp ascent, ramp descent, stair ascent, and stair descent using multimodal biomechanical data from transtibial amputee participants. Subject-specific linear support vector machine classifiers were evaluated using trial-held-out validation, and candidate configurations from …

A Maintainable Extensible And Performant Compiler Toolchain For The Trustguard Architecture, Ethan N. Emery

Master's Theses

TrustGuard is a hardware architecture implementing a CAVO (Containment Architecture with Verified Output) model, which provides security guarantees by bootstrapping trust of a system to a hardware component known as the Sentry. Rather than verifying an entire system, TrustGuard re-executes trusted computation on the Sentry and validates the host system's execution before allowing values to pass to the outside world, thereby containing the effects of erroneous computation. Implementing this architecture in practice without hardware modifications to a host CPU requires a compiler toolchain capable of automatically generating instrumented binaries for both the untrusted host and the trusted Sentry from C …

From Margins To Center: Los Deslenguados In The Borderlands, Brissa S. Porras Villalobos

Electronic Theses, Projects, and Dissertations

Borderland literature is a subgenre that often includes narratives of migration, tribulations, identity development, and resilience. It foregrounds the collaboration of vulnerability, isolation, connection, and power, showing that hybridity is a source of cultural energy. Acknowledging the borderland and its culture is crucial because it challenges stereotypes, validates marginalized voices, and celebrates heritage in all its complexity. By centering these experiences, borderland literature affirms the potential of living between cultures, prioritizing the recognition of the in-between, valuing and celebrating the space where identities are continually reshaped, histories are reclaimed, and resilience is nurtured rather than neglected. Using Gloria Anzaldúa's theory …

The Relativity Of Education: Student Perspectives On Artificial Intelligence In Community College, Ashley Greta Magana

Electronic Theses, Projects, and Dissertations

This hermeneutic phenomenological study examined how diverse community college students experience and make meaning of the integration of generative artificial intelligence (AI) into their educational contexts. Although AI is quickly transforming higher education through automated grading, personalized learning systems, and new models of assessment, the discourse surrounding its implementation remains dominated by administrators, faculty, and institutional stakeholders, while the perspectives of students, specifically community college students who are often historically underrepresented and economically marginalized, are systematically excluded. Most existing research is quantitative and centered on universities, leaving a critical gap in qualitative understanding of the most diverse population in higher …

A Culturally Responsive Sexual Health Education Framework For Community Clinics In The Inland Empire, Lilianna Mora Ledezma

Electronic Theses, Projects, and Dissertations

Sexually transmitted infections (STIs) continue to disproportionately affect underserved communities, where barriers such as limited healthcare access, stigma, healthcare anxiety, medical mistrust, and language differences may discourage individuals from seeking routine screening and timely treatment. This project examined current public health literature, surveillance data, and federal guidance to identify evidence-based strategies that community clinics can implement to improve patient engagement in sexual health services. The findings demonstrated that effective STI prevention extends beyond testing alone and is strengthened through culturally responsive care, stigma reduction, patient-centered communication, standardized clinic workflows, and effective patient navigation. As a result, this project developed a …

The Effect Of Telehealth Expansion On The Health Equity Of Underserved Populations, Mansi B. Satani

Electronic Theses, Projects, and Dissertations

The rapid expansion of telehealth, during and after the COVID-19 pandemic, has changed healthcare delivery in the United States. The use of telehealth can potentially decrease disparities related to isolation, shortage of providers and barriers to transportation, however, its impact on health equity in underserved populations is unknown. This paper explores how telehealth expansion impacts rural populations' access to healthcare, health outcomes, and equity. It also examines its impact on populations with low income, racial, ethnic minorities, and Medicaid recipients who frequently encounter obstacles to healthcare and digital access (Nouri et al., 2020; Shah et al., 2024). A mixed-method design …

Comparative Assessment Of Developmental Fidelity In Hpsc-Derived Neural Crest Cells, Michael H. Zepeda

Electronic Theses, Projects, and Dissertations

Neural crest cells (NCCs) are a transient, multipotent cell population that contributes to craniofacial structures, peripheral neurons, melanocytes, and smooth muscle. Defects in NCC development underlie a broad range of congenital disorders known as neurocristopathies. Human pluripotent stem cell (hPSC)-derived NCCs provide an evaluable model for studying early human development; however, existing differentiation protocols produce variable outcomes, and no standardized method consistently generates high-fidelity NCC populations. To address this challenge, we compared five published hPSC-to-NCC differentiation protocols using the H9 human embryonic stem cell line. We hypothesized that specific protocols more faithfully recapitulate neural crest development through coordinated regulation of …

How Establishing "Duration Of Treatment" Guidelines Shortens Workers' Compensation Cases, Annette Marie Smith M.D.

Electronic Theses, Projects, and Dissertations

Jobs provide financial security for individual workers and their families in the community until a worker gets hurt on the job, and then things are up in the air until their workers’ compensation claim is approved. It is a well-known fact within the workers compensation literature that one third of all workers’ compensation (WC) claims are “low back sprains and strains” which are the leading cause of global disability (Ummey, 2023). This project proposed to explore the relationship of x-ray and MRI result interpretations by the physician and standardize the duration of treatment with a physical therapist and new concept …

Genocide As Patriotic Duty: The Outcomes Of Ultranationalism And Dehumanization From World War Ii Genocide Orchestrators, Corie R. Blais

Electronic Theses, Projects, and Dissertations

The thesis provides a contribution to the field of history how nationalism

often transforms individuals during wartime to become dehumanizing

ultranationalists through patriotism and its connection to genocide.  Also, it gives

insight into the many ways that genocide orchestrators during World War II,

relied on propaganda of racism, religion, and “othering” in order to justify their

incentives to expand territories and dehumanize victims through medical

experimentations and sexual violence.  While research materials in the context of

Nazi Germany were ample, one challenge in my research was finding

documentations on Stalin’s People Commissariat of Internal Affairs (NKVD)

police unit which carried …

Role Of Stigma On Engagement In Mental Health Services For Latinxs With First-Episode Psychosis (Fep), Livia J. Padron Briceno

Electronic Theses, Projects, and Dissertations

Psychotic patients often endure stigma in their daily lives (Corrigan, 2018). Psychotic patients are understood as individuals who are experiencing psychotic symptoms such as hallucinations, delusions and disorganized speech (Arciniegas, 2015; Breitborde et al., 2017; Moskowitz et al., 2019) and have been diagnosed according to the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) criteria with a psychotic disorder (e.g. Schizophrenia, Schizoaffective Disorder). Stigma refers to negative perceptions held about an individual experiencing mental illness. While public stigma refers to the negative views adhered to by members of communities (e.g., sociocultural group, family units) about people with mental illness, self-stigma …

Reapplication And Credential Completion Among Non-Selected Community College Health Science Applicants: A Social Stratification Perspective, Donna G. Whitehouse

Electronic Theses and Dissertations

Reapplication and Credential Completion Among Non-Selected Community College Health Science Applicants: A Social Stratification Perspective by Donna Whitehouse Community colleges serve as primary access points for healthcare workforce preparation, yet thousands of qualified applicants are not selected for competitive admission health science programs each year. Research on what happens to these students following non-selection is limited, and existing studies focus almost exclusively on nursing, leaving allied health programs largely absent from the literature. This study addressed that gap by examining the reapplication behavior and credential completion outcomes among 2,604 applicants to three competitive admission health science programs, Nursing, Occupational Therapy …

Unruly Curly Hair: The Role Of Latina Hair Stylists In Disrupting Beauty Hierarchies, Katie Duarte

Latin American and Latino/a Studies: Faculty Publications

Women of color use aesthetics to challenge and reproduce racialized, classed, or gendered marginalization, yet few sociological studies have examined women of color service workers as agents who negotiate, reproduce, and resist racialized beauty norms for their clients. This study utilizes a transnational ethnography of a beauty school course and Latina-owned curly and natural hair salons, primarily serving Latinas and Afro-Latinas, in New York City and Santo Domingo, Dominican Republic. Through its analysis, this article identifies different forms of gendered labor that stylists perform to introduce “specialized body labor,” thereby disrupting racialized beauty norms that devalue natural and Afro-textured hair. …

Enabling Multi-Task Neural Network Inference On Heterogeneous Edge Devices, Redwanul Islam Arif

Master's Theses

Deep neural networks are increasingly required to run on the devices that generate the data. If such a device must perform more than one task, the standard practice is deploying one model per task, which makes memory grow linearly with task count, which is unacceptable when the entire budget is kilobytes. This thesis asks one question in three settings: how much capability can a network acquire without incurring deployment cost?

The first study takes an ImageNet-pretrained ResNet-18, sweeps the branch point across every residual stage and the classification-head depth across one, ten, and twenty layers, and deploys the resulting multi-head …

Federated Learning For Early Medical Diagnosis: Enhanced Diabetic Retinopathy Detection In Smart Healthcare, Mohammad Nasajpour Esfahani

Master's Theses

This thesis investigates the role of federated learning as a privacy-preserving solution for modern healthcare challenges. In traditional machine learning, sensitive medical data must be centralized for model training, raising concerns about privacy, security, and regulatory compliance. Federated learning offers an alternative by allowing hospitals, clinics, and personal health devices to collaboratively train shared models without exchanging raw patient data. The study first explores how federated learning is being used across various healthcare domains, including cancer detection, medical imaging, and disease prediction— highlighting its potential to support secure collaboration across institutions. It addresses key benefits such as data privacy, scalability, …

Student Motivation In Writing, Technology Integration, And Middle Grade Pedagogy, Carol M. Edge

Dissertations

This qualitative case study explored how seventh-grade students experienced three-dimensional (3D) holographic technology during writing instruction. Grounded in Self-Determination Theory (SDT) and Multimodality Theory, the study examined how students’ intrinsic motivation processes were influenced by immersive learning environments that incorporated multiple modes of communication. A qualitative case study design was employed with 15 seventh-grade students. Data were triangulated through classroom observations, semi-structured interviews, focus groups, and artifact analysis.

Findings indicated that the 3D holographic environment supported students’ experiences of autonomy, competence, and relatedness. Students engaged with diverse modes of expression, including textual, visual, spatial, and gestural forms, which enhanced their …

Bridging The Gap: A Qualitative Case Study Of Pre-K Teachers' Literacy Professional Development Needs In The Context Of Georgia's Early Literacy Act (Hb 538), Deborah Lissimore

Dissertations

Abstract

The purpose of this qualitative case study was to explore how school-based pre-K teachers in Georgia perceived their literacy professional development needs within the context of the Georgia Early Literacy Act, House Bill 538, and to examine the role of teacher leadership in supporting their professional learning. Although the Act established evidence-based literacy requirements and professional learning expectations for kindergarten through third grade educators, comparable supports for school-based pre-K teachers were not clearly defined. Participants included five certified pre-K teachers employed in a Georgia public school district. Data were collected through semi-structured interviews and researcher field notes, with member …

A Phenomenological Study Of The Lived Experiences Of African American Female Leaders In Public K-12 Schools In Georgia, Tyisha Davis

Dissertations

The purpose of this phenomenological study was to explore how the intersectionality of race and gender shapes the leadership experiences of African American women in public K–12 schools. Despite comprising a significant portion of the educator workforce, African American women remain underrepresented in school leadership positions nationally, warranting deeper examinations of their professional pathways and daily realities. This qualitative study employed interpretative phenomenological analysis, guided by an intersectional framework, to understand the lived experiences of 10 African American female educational leaders across K–12 settings in Georgia. Principals, assistant principals, instructional specialists, and a superintendent engaged in semi-structured interviews analyzed through …

Perceptions Of Family Involvement And Its Influence On High School Attendance: Voices Of Families And Mathematics Teachers, Amber Phillips

Dissertations

Chronic absenteeism continues to be a growing concern in high schools, particularly in the years following the COVID-19 pandemic. Although family involvement has been widely studied in elementary and middle schools, less is known about how families and mathematics teachers experience school-based family involvement at the high school level. This qualitative case study explored those perspectives at a rural high school in Northwest Georgia. Individual semi-structured interviews were conducted with five families and five upper-level mathematics teachers, and a focus group was conducted with eight mathematics teachers. Interview and focus group transcripts were analyzed using structural and focused coding to …