Digital Commons Network^™

Ai Mistakes: "Confabulation" And Abduction, Not "Hallucination", Stephen M. Mcjohn, Ian Mcjohn

Suffolk University Law School Faculty Works

"Hallucination" has become the common term for errors by AI systems, yet it implies a misleading analogy to human perception. LLM's process tokens. They do not have conscious experience or conscious perception. A hallucination is an experience, and (to our knowledge, to date) LLM's do not experience anything. This paper suggests that legal scholars follow the lead of a small number of AI researchers who have suggested that "confabulation" is a more accurate term, a metaphor grounded in psychology. People confabulate when they unknowingly invent spurious explanations or facts. We then take this terminological question and stretch it into a …

The Catalan-Speaking Linguistic Landscape Of Spain: A Comparative Analysis Of Commercial Signage In Barcelona, Valencia, And Palma De Mallorca, Kyle Reasons

Honors Theses

The present study is a linguistic landscape of the Catalan-speaking region of Spain. Linguistic landscaping is a relatively new survey technique in the world of linguistics first developed in a study by Landry & Bourhis (1997) and has a focus on addressing the languages present on various forms of signage within a given area. Catalan is a Romance language with approximately 9 million speakers where it is recognized as a co-official language in 3 communities included in this study (the Balearic Islands, Catalonia, and the Valencian Community). This study looks at 3 cities in Spain (Barcelona, Valencia, and Palma de …

Embedding Trauma-Informed Care In Nursing Education: Strategies For Healthy Work Environments, Rachel Ann Elliott, Kathryn Pfaff, Edward Cruz, Sherry Morrell, Adrian Guta

Creating Healthy Work Environments (CHWE)

Background: Trauma is ubiquitous within society; it is experienced by people who access healthcare, and their care providers, including nursing students who experience high rates of adverse childhood experiences (Gilroy et al., 2024). Although trauma-informed care (TIC) is an established approach that addresses the widespread health effects of trauma (Wathen et al., 2021), its systematic integration in nursing education curricula is lacking (Pfeiffer & Grabbe, 2022). This leaves new graduate nurses ill-equipped to competently support clients and families who have experienced trauma, compromising a safe culture of care (Ross et al., 2025).

Purpose: To explore individual, relational, structural, and organizational …

Care Among Crisis: Trauma And Building Resiliency With Wildfire Respondents, Zurisadai A. Inzunza, Monika Scherer, Maximus Balliet, Zoe Hollingsworth, Adrienne Martinez-Hollingsworth

Creating Healthy Work Environments (CHWE)

In January 2025, over 230 employees were rapidly deployed from a Federally Qualified Health Center (FQHC) system to support the medical and social needs of Eaton wildfire evacuees at the Pasadena Convention Center (PCC). Of the thousands of Pasadena and Altadena residents displaced, many of the employees were directly impacted. As environmental disasters are becoming more frequent, organizations can implement measures to reduce the psychological impact by promoting coping strategies to improve mental wellbeing for nursing professionals.^1,2

Research has shown that volunteer responders who are highly motivated report lower levels of burnout.³ There is a gap in research …

The Current Landscape Of Remote Patient Monitoring Regarding Diabetes Mellitus And Hypoglycemia: Protocol For A Scoping Review, Mathew J. Stephen, Baylor Akhavan, Melinda B. Chu, Kavita Batra, Roberto Sagaribay

Department of Medical Education Faculty Research

Background: Diabetes mellitus is characterized by impaired glucose regulation, predisposing patients to both hyperglycemia and hypoglycemia. Hypoglycemia, particularly frequent in insulin-treated individuals, remains a serious but underrecognized complication. Remote patient monitoring (RPM) technologies, such as continuous glucose monitors, smartphone apps, and hybrid closed-loop systems with remote monitoring capabilities, have emerged as promising tools to improve glycemic control and prevent hypoglycemia in nonclinical settings. Evidence examining the use of RPM technologies has expanded rapidly; however, the scope, characteristics, and reported outcomes of these interventions remain fragmented across modalities and settings. Objective: This scoping review aims to systematically map and describe the …

Psychology's Role In The Gender Pay Gap, Isabel Kraabel

Celebrating Scholarship and Creativity Day (2018-)

This paper explores the "good" and the "bad" history of psychology, specifically related the gender pay gap. The paper also investigates interventions and how we can move forward in the workplace and beyond.

Sleep And Autism Spectrum Disorder, Jennie Carlin

Dissertations, Theses, and Projects

Sleep disturbances are highly prevalent among children with Autism Spectrum Disorder (ASD) and may negatively affect daytime behavior, emotional regulation, learning, and overall family well-being. This quantitative research proposal examines the relationship between sleep difficulties, behavioral functioning, and family experiences among children with ASD. The study will explore how behavioral and environmental sleep interventions may influence sleep quality and nighttime behaviors, how improved sleep may contribute to changes in daytime behavior, and how parents and caregivers perceive the feasibility and effectiveness of implementing sleep-focused interventions at home. A quantitative research design will be used to collect caregiver-reported data through the …

Bearing The Burden: The Emotional And Psychological Impact Of Racial Stress On Black Women In Missouri, Ivy Smith

McKelvey School of Engineering Graduate Student Theses & Dissertations

This dissertation examines the emotional and psychological impact of racial stress on Black women in Missouri using a multi-method, longitudinal approach grounded in Racial Trauma Theory. Racial stress is conceptualized as a multidimensional construct that includes racial trauma, racial violence exposure through social media, and racial discrimination distress. This study addresses gaps in the literature by examining the prevalence of mental health outcomes, emotional responses to these experiences, and the role of racial stressors over time. Using three waves of data, this study assesses the proportion of participants meeting clinical cutoff scores for depression and anxiety using the Multiple Affect …

Study Of Complex Biological Systems Through Ai-Empowered Metabolomic Analysis And Modeling, Runyu Zhao

McKelvey School of Engineering Graduate Student Theses & Dissertations

This dissertation establishes an integrated framework that leverages artificial intelligence (AI) and advanced metabolomics to overcome the "complexity bottleneck" in microbial engineering, specifically addressing the global crises of plastic waste and carbon emissions. By framing the research within the complex biosystems for effective bioproduction and bioremediation, this work develops novel strategies to engineer and analyze biological systems for a circular bioeconomy. In the "Build" phase (Chapter 2), the study addresses the instability of synthetic microbial consortia. By utilizing calcium-alginate hydrogel compartmentalization, the research successfully decouples the growth of the phototroph Synechococcus elongatus from its heterotrophic partners (P. putida and Y. …

Success Or Setback: A Literature Review Of The Association Between Youth Athlete Sport Specialization And Injury Incidence From Adolescence To Adulthood., Kelis Adams

Honors College Theses

For a multitude of reasons, in the United States, present day society is a persistent witness and contributor to the adultification and professionalization of children alongside the activities they engage in. Single-sport specialization in youth sports is one of our most clear and poignant instances of the existence of this subcurrent. But, in recent years, following the uptick in single-sport specialization among youth athletes there has also been a marked increase in sports medicine professionals cautioning athletes and their families of premature commitment to a sole sport due to concerns of physical health risks. As sport typically involves forceful and …

An Exploration Of The Lived Experiences Of High School Teachers Using Assistive Technology With Students With Physical Disabilities In Inclusive Education Settings: A Transcendental Phenomenology, Chamarah Melonie Joseph

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenology was to explore the lived experiences of high school general education teachers using assistive technology for students with physical disabilities in inclusive education settings in Lightner Public School District in Florida. The theory guiding this study was Bandura’s theory of self-efficacy theory. This theory centers on the connection between an individual’s belief in their ability to execute a given task and their level of attainment on that task. The central research question for this research is: “What are the lived experiences of high school teachers using assistive technology (AT) for students with physical disabilities …

Richard Thivener V. Andrew Nero

2026 Decisions

USDC for the Western District of Pennsylvania

Postpartum Spontaneous Coronary Artery Dissection With Multivessel Arteriopathy, Devon Schaefer, Do, Cody Paiva, Do

Books, Presentations, Posters, Etc.

Case Presentation: Hospital Day 0 – Presentation: 43-year-old postpartum female (s/p C-section 4-months prior) presenting with recurrent central chest pressure after several days of intermittent symptoms. She was hemodynamically stable but had diffuse T‑wave inversions and a marked troponin rise. Treated with aspirin, nitroglycerin, and heparin for presumed NSTEMI. Coronary angiography planned. Hospital Day 1 -- Initial Angiography: TTE showed mildly reduced EF with apical akinesis. Angiogram read as mild diffuse mid-distal LAD disease (Figure 1), but no evidence of obstructive disease or culprit lesion. Working diagnosis was MINOCA, stress cardiomyopathy, or an occult SCAD. Hospital Day 2 -- Diagnostic …

Automated, Modular, Agentless Adversarial Emulation In Cloud Environments For Higher Education And Student Training, Doc Harley

Senior Honors Theses

Currently, the leading technologies in the market of adversarial emulation are MITRE Caldera, Atomic Red Team by IBM, and multiple proprietary products that come with support packages for different vendors like AttackIQ, Cymulate, SafeBreach, and many more. While it is clear that much work has been done in the broad category of adversarial emulation, when it comes to open source solutions, there are no agentless options with built in automation and modularity that have good support for cloud environments. Agentless adversarial emulation provides a unique advantage in that it can be both simpler and a better representation of the true …

Changing Employee Motivation From Obligation To Opportunity: Increasing Intrinsic Motivation In Non-Profit Organizations, Evelyn L. Williams

Senior Honors Theses

Motivation is a key driver behind tasks within the workforce. Harnessing employee motivation increases productivity, employee retention, efficiency, and output quality. Non-profit organizations, however, are often unable to devote resources to externally increasing motivation. This study presents a motivational model that is built from three motivation theories: Maslow’s Hierarchy of Needs, Herzberg’s Two Factor Theory, and Self-Determination theory. By incorporating principles from these theories this model helps organizations internalize and increase the effectiveness of their employees’ motivation through increasing the autonomy, competence, and relationality felt by each employee. The six tenets of the REWARD model give non-profit organizations a framework …

Echoes Of Deception: The Historical Impact Of Propaganda And Disinformation On Public Opinion, Justina Zgaljardic

Honors Theses

This study reconceptualizes propaganda not as a collection of regime-specific messaging practices, but as a structured and adaptive system of perception management operating across political and ideological boundaries. Addressing fragmentation within existing scholarship, it examines how propaganda constructs legitimacy, organizes interpretation, and aligns individual cognition with state objects through recurring narrative strategies and disinformation mechanisms. Using a qualitative framework, the analysis draws on primary materials from four wartime cases: the Stalinist Soviet Union, Nazi Germany, the United States during World War II, and wartime Britain. The findings demonstrate that, despite variation in political systems, propaganda consistently operates through three interrelated …

Positive Factors Of Resilience In Marginalized Families, Amanda K. Rigsby

Doctoral Dissertations and Projects

The current study examined underexplored factors of resilience that help individuals overcome trauma. The study gathered insights from individuals in marginalized communities through semi-structured interviews and collected qualitative data for thematic analysis from 15 participants. The study identified polyvictimized individuals’ perspectives on (a) resilience, (b) regulation, (c) sense of purpose, and (d) mindfulness. Exploring the relationship between these areas could broaden our understanding and, in turn, inform targeted interventions through further studies. This study collected qualitative data through semi-structured interviews with individuals in the Appalachian region. The Resilience Portfolio Model has been used in research to identify mindfulness, regulation, sense …

Voices From The Field: A Phenomenology Exploring Elementary Teachers’ Experiences Of The Impact Of Policy On Teaching Reading, Donna T. White

Doctoral Dissertations and Projects

The purpose of this transcendental-phenomenological study was to understand the lived experiences of reading teachers who implement policy-driven reading practices in elementary schools within urban school districts in Maryland. The theory guiding this study was Bandura’s theory of self-efficacy. The policies governing how teachers teach reading in Maryland's elementary schools informed this study. The Central Research Question was, " How do elementary teachers’ lived experiences of implementing reading policy in the classroom affect reading instruction? A transcendental-phenomenological research design was combined with purposive sampling and involved responses from 10 participants from urban school districts in Maryland. Transcript coding was used …

Scoping Review On Exploring Nunchi In Healthcare Among Korean American And Immigrant, Hannah J. Kim, Minseung Chu, Changhwan Kim, Helen Haebitna Park-Chong, Rebekah L. Hayes, Eve Melton, Jennie De Gagne

Creating Healthy Work Environments (CHWE)

Nunchi is a unique Korean concept often described as the ability to “read the room” by perceiving and responding to subtle interpersonal cues. It reflects a nuanced form of social attunement that involves sensitivity to context, anticipation of others’ needs, and adaptive behaviors to maintain harmony in relationships. In healthcare and nursing, where effective communication, teamwork, and leadership are essential, nunchi may play a critical role. This review explores how nunchi has been defined, conceptualized, operationalized, and applied in nursing and healthcare literature, and discusses its potential implications in healthcare settings where individuals from diverse backgrounds collaborate.

The review guided …

Trauma-Informed Academic Practice Partnerships To Support Nursing Students’ Transition To Practice, Lori Dawn Mcelroy, Stacy King

Creating Healthy Work Environments (CHWE)

The transition from nursing student to professional nurse is a vulnerable phase marked by stress, uncertainty, and emotional fatigue. These challenges can lead to burnout and attrition, making healthy work environments essential for fostering resilience and retention. Trauma-Informed Education (TIE) strategies centered on safety, trust, empowerment, and peer support offer a framework to support students and new nurses. When integrated into academic-practice partnerships, TIE strategies enhance clinical learning, promote well-being, and strengthen the workforce.

The project explores how trauma-informed strategies embedded in academic practice partnerships create psychologically safe environments for nursing students transitioning into practice. Goals are to impact transition …

Factors That Empower Nurses To Lead In Support Of Healthy And Sustainable Work Environments, Lori Murray, Deanna Jan Emory, Thomas Kippenbrock

Creating Healthy Work Environments (CHWE)

Background: Effective, empowered nurse leaders are central to the development of a healthy work environment and workforce (Morvati et al., 2024). Student and early career nurse involvement in professional organizations is thought to encourage leadership growth and potential by promoting leadership skills, self-efficacy, networking and providing a sense of belonging to the profession (Beal, 2022). However, there is limited empirical evidence identifying the specific factors that influence a nurse’s decision to pursue or accept leadership positions. Understanding key factors, such as mentorship, professional organization involvement, and organizational support, is essential for addressing leadership gaps within the nursing workforce. This evidence …

Whose Fault Is It Anyways?: An Investigation Into Mississippi Divorce And Contested Custody Laws In Practice, Charles Conner

Honors Theses

When compared to almost any other state in the country, Mississippi is an outlier when it comes to divorce and child custody laws. Mississippi still retains a fault-based system to adjudicate contested divorces and still maintains best interest of the child as the default custody standard in court. These standards make Mississippi an exception nationally, requiring dedicated hearings to assign blame for the collapse of a marriage. This thesis aims to study how this unique system has impacted those going through it by surveying attorneys in the state who practice family law. This thesis will compare experiences both nationwide and …

B. M. V. Upper Darby School District

2026 Decisions

USDC for the Eastern District of Pennsylvania

Native And Non-Native American Teacher Attitudes Towards Inclusive Special Education Based On Role: A Quantitative, Causal-Comparative Study, Angela Silver Caudle

Doctoral Dissertations and Projects

The purpose of this quantitative, causal-comparative study was to examine whether teacher role (general vs. special education) and self-identified ethnicity (Native American vs. non–Native American) were associated with teachers’ attitudes toward inclusive special education in rural schools in a southern U.S. state. Understanding whether role and ethnicity correspond to differences in attitudes toward inclusion is important for informing staffing, collaboration, and professional learning in rural contexts. Participants included 91 teachers (63 general education, 28 special education). Attitudes were measured with the Multidimensional Attitudes Toward Inclusive Education Scale. Data were collected via an electronic Qualtrics survey. A two-way analysis of variance …

The Role Of Emotional Intelligence And Defense Mechanisms In Processing Childhood Experiences And Their Impact On Adulthood, Lauren M. Williams

Doctoral Dissertations and Projects

Early childhood relationships significantly influence developmental and relational functioning across the lifespan. Emotional intelligence has been associated with healthier relational outcomes through increased awareness of self and others. Variability in childhood experiences may contribute to the development of defense mechanisms that shape how individuals process relational memories and regulate emotional distress in adulthood. Limited research has examined how emotional intelligence and defense mechanisms interact to influence adults’ retrospective processing of childhood experiences, including attachment, rumination, and motivation. The present quantitative correlation study examined the relationships among emotional intelligence, defense mechanisms, childhood attachment experience, rumination, and motivation in a sample of …

Capitalizing On Crisis: A Statistical Analysis Of Federal Funding And The Surge In White-Collar Criminal Activity During The Covid-19 Pandemic, Lee R. Gibson

Doctoral Dissertations and Projects

The COVID-19 pandemic ushered in a new era that has forever changed how people work, communicate, and socialize. The pandemic also brought one of the most significant influxes of financial assistance to individuals, businesses, educational institutions, and state and local governments that has ever been seen. This massive infusion of cash, which was orchestrated and managed by the federal government, was instituted in a manner that provided quick relief with little ability for oversight, resulting in every assistance program experiencing high rates of fraudulent activity. This project aims to understand if the levels of white-collar crime increase during a disaster, …

A Phenomenological Study On Korean Christian Immigrants’ Searching For Wholeness, Hyunjin Kim

Doctoral Dissertations and Projects

Wholeness is a way of living that integrates life’s paradoxes into a cohesive whole, and biblically it is living in harmony with God, others, and oneself. While both scientific and biblical perspectives affirm spirituality and virtues as central to wholeness, existing empirical models often fall short of capturing its full scope within Christian and cultural contexts. This qualitative phenomenological study aimed to gain deeper insights into the common essence of Christian wholeness by exploring the lived experiences of wholeness among Korean Christians living in the United States of America. Twelve participants engaged in in-depth interviews and focus groups, and data …

Understanding The Implications Of Transitional Shifts In Leadership On Higher Education Employees' Departures: A Phenomenological Qualitative Study, Leya Deickman

Doctoral Dissertations and Projects

The purpose of this qualitative phenomenological study was to understand the experiences of employees who chose separation amidst the transition of a new president at small private higher education institutions in the United States. This study aimed to understand how collegiate and university presidential leadership transitions influence employees’ perception of their decision making process to voluntary leave their respective institutions. The theory guiding this study was Homans’ social exchange theory, as it explains social interactions as an exchange using a cost benefit analysis. The central research question was: What are the lived experiences of employees who choose separation amidst the …

A Phenomenological Study Describing The Lived Experiences Of Fire Chaplains With Clinical Pastoral Education (Cpe) Training Within The Federation Of Fire Chaplains’ Organization, Chaplain Cooper

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to describe the lived experiences of fire chaplains with CPE training who used CPE competencies when caring for firefighters. The foundation of spiritual care was based on the ten identified competencies used in CPE. The gap addressed in this research was the lack of spiritual care training for fire chaplains. Dr. Alan Wolfelt’s model of companioning served as the theoretical foundation guiding this research. This model of care emphasized a human-centered, heart-based approach, including active listening, empathy, and the practice of presence, which were essential components for fire chaplains providing spiritual care. This …

Parents As First Teachers Living In Their Home Environment: A Hermeneutic Phenomenological Study, Dana Lynne Horne

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to understand the lived experiences of parents as their child’s first teachers and how these experiences influence their child’s early educational development for Head Start parents at a school in Virginia. The central phenomenon of the study was generally defined as the multidimensional lived experiences of parents of children ages 0 to 6, living in unstable or substandard housing, and navigating the roles of caregiver, teacher, and advocate within complex social-cultural ecological environments. The theory guiding this study is Bronfenbrenner’s (1974) sociocultural environmental framework. This study focused on understanding Head Start Program parents’ …