Digital Commons Network^™

The Application Of Natural Language Processing Towards Auditing Of Unstructured Data: A Design Science Approach, Dennis K. Amoatey

Electronic Theses and Dissertations

Financial auditors must manually review large volumes of unstructured text that may include contracts, internal policies, footnotes, and journal entry descriptions. This time-intensive process introduces risk of human error and inconsistency. Despite advances in automation, no systematic approach exists for applying Natural Language Processing (NLP) to this problem at scale. Using a design science approach, this study develops a framework that demonstrates how NLP techniques can be incorporated across key phases in the audit process, including planning, internal controls evaluation, evidence gathering, and reporting. Initial evaluation through expert feedback had a mix of responses. While some argued difficulty with data …

“The Distance And Time Difference Aren’T Helping”: Family Communication Practices Of African Graduate Students Adapting To A New Country, Hummuh Abubakar

Electronic Theses and Dissertations

This qualitative study examined how international graduate students maintained long-distance communication with family members while adapting to life in the United States. Drawing on semi-structured interviews with seven international students, the research explored how participants sustained emotional closeness, manage disclosure, and select communication media across geographic distance. Guided by Communication Privacy Management Theory and Media Richness Theory, the study analyzed how students regulated private information and strategically used video calls, voice calls, and messaging platforms to meet relational and emotional needs. Findings revealed four primary themes: reliance on digital communication technologies; the emotional and psychological functions of family communication; structural …

Resource Allocation Trade-Offs Between Longevity And Reproduction In Daphnia Magna, Amelia Pearson

Electronic Theses and Dissertations

Although trade-offs between longevity and reproduction have been described for a long time, the genetic mechanisms by which organisms modulate allocation of resources between these two essential processes remain poorly understood, due to their complex nature and their modification by existing nutritional states and environmental cues. Daphnia magna represents a valuable model for investigation in this area due to their moderate lifespan and cyclic parthenogenetic mode of reproduction, allowing for the easy study of gene by environment interactions. This dissertation first investigates the change in mortality, reproduction, activity, and gene expression when fully fed Daphnia and calorically restricted Daphnia are …

Branding The Protector And Helper: How The U.S. Army National Guard Presents Itself In Humanitarian Outreach, Aaron Otoo Acromond

Electronic Theses and Dissertations

This study examines how the United States Army National Guard constructs and communicates its humanitarian identity during domestic disaster response through official social media. Addressing limited scholarship on how hybrid military institutions frame their roles in domestic crises, the research applies qualitative content analysis to visual and textual posts from official Facebook and Instagram accounts during three disasters: Hurricane Ian (2022), the Hawaii Wildfires (2023), and Hurricane Helene (2024). The analysis identifies three communication themes: operational preparedness and technical capacity, humanitarian assistance to affected civilians, and collaboration with civilian agencies. These narratives portray the National Guard as a professional and …

Parent Engagement And Advocacy In Individualized Education Programs In Rural Appalachian School Districts, Mollie Rutledge

Electronic Theses and Dissertations

The purpose of this phenomenological study was to explore parent engagement and parent advocacy in the Individualized Education Program (IEP) development and implementation in rural Appalachian school districts. Parent engagement and parent advocacy in Individualized Education Program (IEP) development and implementation are persistent challenges in special education. By intentionally grounding this research in rural Appalachia, the researcher responded to calls for education research that is attentive to the complexity and diversity of rural communities. Parents in rural areas face unique challenges related to poverty, isolation, and limited resources that can influence their engagement and advocacy in the IEP process. The …

Political Legacies Of Malcolm X, Sumair Ahluwalia

Theses

This study explores the ways in which Malcolm X’s legacy has been co-opted by various institutions and actors, including, but not limited to, politicians, historians, the general public, the federal government, and other commentators. As a result of this co-optation, Malcolm’s revolutionary ideals have been diluted or sanitized in the years since his assassination in 1965. Different approaches have been utilized to reframe Malcolm’s legacy, which include associating him with American liberalism, framing his arguments at the end of his life as markedly less radical, and external interference with popular works about Malcolm, including The Autobiography of Malcolm X. Additionally, …

Study Of Global Panel Of Soybean Accessions For Nitrogen Use Efficiency Using Association Mapping, Rita Bhandari

Theses

Soybean (Glycine max [L.] Merr.) is a leguminous crop valued for its high protein, oil content, and other essential nutrients. Global production has significantly increased, with Brazil, the United States, and Argentina being the leading producers. In the U.S., Illinois, Iowa, and Minnesota rank as the top soybean-producing states. Nitrogen (N) is a predominant nutrient required for optimal soybean growth and productivity, particularly in high-yielding varieties. While biological nitrogen fixation and soil mineral N supply part of the plant’s N requirement, synthetic fertilizers are commonly used to meet the remaining demand. However, only 30–50% of applied N is taken up …

The Developmental And Emotional Journey Of Bear Trap Garden From Proposal To Production, Mikayla Delos-Santos

Theses

Beginning with the conception of an idea and ending with a three-year reflection, this thesis outlines the creation of a full-length play: Bear Trap Garden by Mikayla Delos-Santos, which will have a production with the School of Theatre and Dance at Southern Illinois University Carbondale on April 23-26, 2026. Bear Trap Garden is a dystopian crime drama that takes place in a matriarchal society in the distant future. Emme, a bright and eager sixteen-year- old volunteers in the boys’ school. She meets Elliot, a boy who was raised outside the system by his mother, now dead, and his father, now …

Evaluation Of Otolith Microchemistry For Identifying Walleye Stocked As Fry Or Fingerlings, Joshua Fluur

Theses

Walleye (Sander vitreus) is a popular sport fish whose populations are often supported by maintenance or supplemental stocking, with most fish stocked as fry, fingerlings, or advanced fingerlings. Evaluation of stocking efficacy is important to inform decisions regarding fish stocking rates and sizes and allocating hatchery fish to locations where maintenance or supplemental stocking is most needed. Several types of artificial tags or marks have been proven useful in the identification of stocked fish, but they often have various drawbacks. Natural chemical markers in otoliths offer several advantages compared to conventional tags or marks and can be used to identify …

Indiana Bat Population Dynamics In The Midst Of Climate Change And White-Nose Syndrome, Lexie Ann Schwartz

Theses

Climate change and emerging diseases are altering species distributions and ecosystem dynamics worldwide. For temperate insectivorous bats in North America, food availability and winter climate influence hibernation energetics and survival. As climate warming alters insect phenology, these changes are likely to have an impact on hibernating bats. Many cavernicolous bats in North America are also threatened by white-nose syndrome (WNS), a newly emerged fungal disease devastating bat populations. This study examined the distribution of hibernating Indiana bats (Myotis sodalis) over time throughout their range. I used long-term weather data to simulate seasonal insect availability, the spring and autumn transitory periods, …

Effects Of Androgens And Chronic Stress On Anxiety Related Behaviors And Stress Induced Neural Activity In Alzheimer’S Disease Mice, Mekenna Hobson

Psychology

Alzheimer's disease (AD) is a chronic neurodegenerative disorder that is characterized by a progressive decline in cognitive function. Neuropathologically, AD is shown as cortical intracellular neurofibrillary tangles (NFT) and extracellular β-amyloid (Aβ) plaques (Riverol & Lopez 2011) along with cerebral hypometabolism, neuroinflammation, and neuronal death (Armstrong et al. 2021). There are indications that early to mid-life stress has an impact on the risk of cognitive decline and plays a part in the pathology of the neurodegeneration that comes with AD (Armstrong et al. 2021). Psychological stress contributes to emotional states like depression and anxiety. It has been shown that people …

Perceptions On The Moral And Ethical Applications Of Generative Ai In Creative Game Development, Isabella Maccera

Emergency Preparedness, Homeland Security, and Cybersecurity

As AI tools become increasingly embedded in creative industries, they introduce both opportunities for efficiency and concerns regarding authorship, intellectual property, job displacement, and professional identity. Guided by three research questions focused on creativity, ethics, and workflow adaptation, this research employs a qualitative methodology using semi-structured interviews to capture participant experiences and interpretations. This study frames GenAI not as an isolated tool, but as part of a broader system that reshapes creative labor, collaboration, and organizational structure. Inductive coding and thematic analysis reveal five central themes: perceptions of AI in creative workflows, ethical and intellectual property concerns, employment and identity …

American Industry And Soviet Blood: U.S.-U.S.S.R. Collaborations During The Interwar And Wartime Years, Evan Banaszewski

History

This project will examine the connections between American corporations and the Soviet state from the late 1920’s through WWII. In particular, this project will focus on ventures undertaken by said corporations towards the modernization of Soviet industrial might, including, but not limited to, Ford-built automotive plants, Albert Kahn-designed factories, and General Electric-built hydroelectric grids. These ventures not only helped the Soviets transform a historically agricultural society into an industrial one but also enabled the rapid conversion of peacetime infrastructure into hubs of wartime production. The project then situates these private indirect contributions alongside the direct aid provided by the American …

Secondary Traumatic Stress Among U.S Army Active-Duty Social Workers., Jennifer Frazier

Doctor of Social Work Capstone Projects

The purpose of this study was to explore Secondary Traumatic Stress (STS) and its relationship with functional impairment among U.S. Army active-duty social workers. These social workers practice in a uniquely demanding environment, balancing constant exposure to service members’ and families’ trauma narratives as well as organizational mandates. A mixed-method, exploratory, cross-sectional design was used, with data collected via an online survey. Resulting in a sample of fifteen, recruited via a Facebook group for Army Social Workers. Analysis focused on patterns and associations rather than causal conclusions, due to the sample size and design, and should be interpreted cautiously. Patterns …

Hearing Northern New Mexico's Silenced Voices: Exploring Intersectionality And Allyship., Cheri Loggains

Doctor of Social Work Capstone Projects

Hearing Northern New Mexico’s Silenced Voices: Exploring Intersectionality & Allyship Cheri Loggains, MSW, LCSW March 27, 2026 Oversimplified social constructs of identity and power were intentionally used in Northern New Mexico (NNM) by White settlers to perpetuate oppression. This oversimplification contributes to a false narrative of New Mexico centering White experiences and creating a hegemonic system of power. The repercussions of such acts are under new scrutiny, which calls out performative allyship. However, performative allyship is scarcely studied in current literature, even though it is a natural microcosm for examining the relational dynamics of power. The current literature also implies …

Attitudes, Behaviors, And Co-Workers Influence Of Those Who Provide Mental Health Support Services To Refugees And Immigrants., Irene Boamah

Doctor of Social Work Capstone Projects

ABSTRACT

ATTITUDES, BEHAVIORS, AND CO-WORKERS INFLUENCE OF THOSE WHO PROVIDE MENTAL HEALTH SUPPORT SERVICES TO REFUGEES AND IMMIGRANTS

Irene A. Boamah

April 3, 2026

Refugees and immigrants face a variety of mental health issues, including post-traumatic stress disorder (PTSD), depression, and anxiety. Despite these mental health issues, there is limited research examining the attitudes, behaviors and coworkers’ influence on those who provide mental health support services to this population. This study examines the relationships between the demographic and professional characteristics of mental health support service providers in Kentucky and the stigmas they may have toward refugees and immigrants.

A cross-sectional …

Safe At Work: A Case Study On The Healthcare Response To Employee Disclosures Of Domestic Violence., Victoria Dobson

Doctor of Social Work Capstone Projects

Domestic violence is a pervasive issue that impacts individuals and communities at every level, including professionally. Despite this known impact, workplace-based interventions to address such violence, aside from leave policies, are seldom implemented, especially in healthcare settings. This paper presents a case study on a healthcare organization’s response to employee disclosures of domestic violence.  A retrospective review of HR data, five semi-structured interviews, and a survey of hospital leadership were conducted to explore employee experiences and preliminary outcomes associated with a workplace domestic violence leave policy and concurrent, on-site supportive services (Safe At Work Program) offered to employees experiencing domestic …

Increasing Food Resource Awareness Among College Students In Monterey County, Lesley Martinez

Capstone Projects and Master's Theses

Food insecurity is a growing concern in Monterey County, particularly impacting underserved communities, including college students. This capstone project aims to address the need for food resource awareness among college students at Hartnell College, while providing a nutritional cultural tailored plant-based meal. College students have an overwhelming amount of pressure balancing school work and their own personal lives. Outside barriers, such as food insecurity, have an adverse influence on their well-being, which can impact their academic performance in their studies. El Mercado is a basic needs resource center located at Hartnell College, supporting students with free basic need supplies located …

Improving Follow-Up After School-Based Dental Screenings Using Koha Data In Monterey County, Andre N. Edmond

Capstone Projects and Master's Theses

Limited follow-up after school-based oral health screenings is a major issue for young children in Monterey County, especially for those who do not have a regular source of dental care. This project focused on improving how screening data is used to connect students to needed services. The internship was completed with the Monterey County Oral Health Program and aimed to develop a better system for tracking KOHA (Kindergarten Oral Health Assessment) data and improving follow-up care for students identified with dental needs. Key activities included analyzing screening data, entering into a tracking system, and comparing results from different schools. The …

Systemic Barriers To Behavioral Health Treatment Access For Undocumented Immigrants And Implications For Recidivism In California, Devina I. Aparicio

Capstone Projects and Master's Theses

Undocumented individuals face significant barriers to accessing mental health and substance use treatment, contributing to increased recidivism rates in Monterey County, California. The purpose of this capstone project was to identify the specific barriers undocumented immigrants encounter when seeking these services and to inform strategies that improve access and reduce recidivism. This project focused on clients served by the Monterey County Public Defender’s Office of Holistic Defense. A qualitative approach was used, incorporating research and interviews with community providers, including the Monterey County Public Defender’s Office of Holistic Defense, Sun Street Centers, Monterey County Behavioral Health, and the County of …

Integrating Organizational Theory In Student Employee Development Across Dispersed Workplaces, Anica C. Chesnut

Master of Public Administration Capstone Papers

Managing and developing staff at university residential desks presents unique challenges. One challenge is the complexity of supervising student employees while allowing them the opportunity to grow as well. Another challenge is the dispersed nature of residential desks across a university campus. Satellite desks present a difficulty to maintain community, a positive work culture, continuity of expectations, and procedures. Several organizational theory frameworks can be directly applied to the organization in order to reduce challenges. This capstone paper utilizes literature review and examination of current practices, to provide context of current inefficiencies while also critically analyzing pain points within the …

Efficacy Of Implicit Bias Training Within The Hazel Park Police Department, Luke Londo

Master of Public Administration Capstone Papers

Among the many desired outcomes for uniformed police officers who undergo implicit bias training is a reduction in the level of discriminatory conduct related to such biases. Current research on the subject offers mixed results, and nearly all existing studies do not provide an empirical measurement of efficacy or other outcomes beyond officer sentiment. This case study examines and measures the impact of implicit bias trainings, which is a requirement for officers within the Hazel Park Police Department in Michigan, prior and subsequent to certification by using raw and sustained complaints of discriminatory conduct allegedly perpetrated by Hazel Park police …

Improving And Maintaining Public Trust In Law Enforcement: A Qualitative Case Study Of The Northville Township Police Department, Christopher Bachand

Master of Public Administration Capstone Papers

Public trust is a key component of effective law enforcement. While historically cyclical, trust in American law enforcement agencies has trended downward in recent years following several high-profile use of force incidents. In response, many agencies have begun incorporating new theories and models into their policies and procedures aimed at increasing public trust. This capstone paper draws upon the relevant literature surrounding these theories and conducts a qualitative case study of the Northville Township Police Department. This agency consistently achieved above-average levels of confidence from its community members by incorporating these theories using a hybrid-synthesis policy implementation approach. This paper …

Public Safety Policy In Michigan’S Rural Upper Peninsula: Collective Efficacy, Youth Engagement, And Prevention, Christopher J. Reynolds

Master of Public Administration Capstone Papers

Rural communities in Michigan’s Upper Peninsula face unique public safety concerns due to resource limitations and geographic isolation. Small townships and cities lack sufficient funding and personnel to respond effectively to emergencies across large land areas. By building stronger families and communities, rural areas can prevent public safety concerns through preventative strategies, rather than reactive strategies that focus on incarceration. Through strengthening social networks and providing programs for youth to build leadership skills and good character, public safety will become a part of daily life in rural areas and not just a reaction to negative situations.

Body Worn Cameras For The Madison Police Department, Caleb Wright

Master of Public Administration Capstone Papers

Body-worn cameras for law enforcement officers can ensure accountability of the officers and transparency to the public. Though body-worn cameras have become increasingly popular in police departments, some departments do not use them. The Madison Police Department is one of these departments. Body-worn cameras have been implemented with policy models in many surrounding departments in Wisconsin and have proved to hold officers accountable and ensure transparency during complaints and cases. Leveraging literature on integrated policy approach and policy implementation, this capstone paper summarizes the needs and benefits of body-worn cameras for the MPD. This paper contributes to broader debates on …

A Novel Approach To Creativity Assessment: Forced Pairwise Ranking With Large Language Models, Phillip R. Gregory Jr

Master's Theses

Assessing creativity at scale remains a persistent challenge in cognitive science, as human raters are costly, slow, and often inconsistent in their judgments. This thesis introduced a novel framework for automated scientific creativity assessment using forced pairwise ranking, in which fine-tuned large language models compared response pairs and determined which was more creative. Five empirical studies were conducted using Llama-2-7B and Llama-2-13B models adapted via LoRA fine-tuning and benchmarked against human scored responses from the Scientific Creative Thinking Test. A regression baseline achieved Pearson �� = .74 on the test set, matching the human inter-rater ceiling reported in the literature. …

An Exploration Of Personal Grievances And Susceptibility To Terrorist Recruitment Among Aggrieved U.S. Military Members: A Scenario-Based Qualitative Study, Jose R. Munoz

Electronic Theses, Projects, and Dissertations

This qualitative study examined how personal, relational, and institutional experiences influenced susceptibility to terrorist recruitment among aggrieved U.S. military members. Using a scenario-based interview design grounded in the Terrorist Radicalization Assessment Protocol-18 (TRAP-18), twenty current and former service members participated in standardized, one-on-one interviews. The study aimed to identify patterns of vulnerability and resilience that emerge from experiences of marginalization, isolation, emotional distress, and moral conflict within military contexts. A deductive analytic approach combined TRAP-18 indicators with Braun and Clarke’s thematic analysis to interpret how participants conceptualized grievance, belonging, and institutional trust.

Findings revealed that radicalization susceptibility does not emerge …

Culture Shock Among International Students In U.S. Higher Education, Pablo A. Gutierrez Cervantes

Electronic Theses, Projects, and Dissertations

International students continue to represent a vital and growing population within U.S. higher education; however, many encounter significant cultural, academic, and emotional challenges during their transition to American institutions. This qualitative thematic analysis study explored the lived experiences of international students navigating culture shock in U.S. higher education and examined how these experiences influenced their academic adjustment, social integration, and psychological well-being. Grounded in Kim’s Integrative Theory of Cross-Cultural Adaptation and Schlossberg’s Transition Theory, this study sought to understand how students made meaning of their cultural transition and what personal and institutional factors facilitated or hindered their adaptation.

Nine international …

Transition From Group Homes To Short-Term Residential Therapeutic Programs: A Qualitative Study, Sam Alexander Skipper

Electronic Theses, Projects, and Dissertations

This study examines California’s shift from traditional group homes to Short-Term Residential Therapeutic Programs (STRTPs), a central component of the state’s Continuum of Care Reform (CCR). STRTPs were introduced to provide intensive, trauma-informed treatment for youth with complex behavioral and mental health needs. While the policy goals behind this reform are well-intended, less is understood about how the transition has affected young people’s lived experiences and longer-term outcomes. Using a qualitative design grounded in Transition Theory, this research centers on the perspectives of young adults ages 18–25 who moved into an STRTP within the past six to twenty-four months. This …

Fears Revealed, Rebecca Tirado

Electronic Theses, Projects, and Dissertations

Artist Statement

Fears revealed is about moving through life while dealing with the fears we hide and choose to not face. The artworks I have created are made using acrylic paint, and have unsettling faces to express the battles within many people. My artworks depict some of the things that unsettle me the most. For example the paintings of insects, eyes, and teeth, embody the physical reactions, thoughts, and emotion that doesn't sit right within people. A natural way I tend to deal with negative emotions is to suppress them and not deal with it until it causes further damage. …