Digital Commons Network^™

Using Generative Artificial Intelligence To Improve Software-Defined Network Security: A Brief Survey, Anthony Smith

Honors Theses

This paper aims to explore various approaches to using generative artificial intelligence (GenAI) to improve network security in software-defined networking. While software-defined networks provide a more programmable infrastructure, they are not immune to network security threats. Through a combination of Software-Defined Networking (SDN) technologies and generative AI, it is possible to facilitate improved SDN security approaches that promise enhanced network efficiency and protection. Among these approaches, generative adversarial networks (GAN) based models can be employed to generate adversarial traffic samples to train the proposed AI engines proven to be effective in detecting malicious network traffic. Additionally, generative artificial intelligence can …

The Interaction Between Parenting Styles, College Adjustment, And Decision Making In Undergraduate Freshman And Sophomores, Taylor Phillips

Honors Theses

Although considerable research has investigated how parenting styles impact child development, little is known about how parenting styles correlate with young adults’ adjustment to college. Parenting styles children are raised with may impact the development of skills such as resilience, problem-solving, and emotional regulation that influence how they react to difficult life transitions. Parenting styles may also impact a person’s decision making, including in situations involving self-control. Thus, the goal of this study was to investigate the relationship between parenting style, college adjustment, and self-control. This study used the Parenting Style and Dimension Questionnaire- Short Version, the Student Adaption to …

Western Student Association Structure And Governing Processes: Evaluating Success For Student Government Associations, Samuel Longlet

Honors Theses

The Western Student Association underwent several reforms between March of 2020 and April of 2025. These reforms included expanding its legislative branch both in terms of pure size and internal responsibility and restructuring its executive branch to focus more on building relationships with the administration of Western Michigan University.

The Western Student Association between 2020 and 2025 has become more successful in advocating, allocating, and being a shared governance partner, representing the three executive functions of a Student Government Association.

While the Western Student Association is more successful in 2025 than it was in 2020, the institutional weaknesses of an …

The Impact Of Marijuana Edibles On Fetal Development In Pregnant Adolescents And Young Mothers, Rachel Doyle

Honors Theses

With the growing prevalence of marijuana use for both recreational and medicinal purposes, this study explores the impact of edible cannabis consumption on fetal development in pregnant adolescents and young mothers. While most existing research focuses on smoked cannabis in adult populations, this review highlights a significant gap regarding the unique risks of edibles among younger, vulnerable users who may perceive them as safer. Through a comprehensive literature review, the study examines the physiological effects of THC in edible form, as well as the social, economic, and healthcare factors influencing its use. Key areas of focus include maternal health, placental …

Spanish Education: Teaching Philosophy Learned From Best Practice And Student And Teacher Engagement., Olivia Anderson

Honors Theses

This honors thesis investigates best practices for teaching Spanish in K–12 settings by conducting qualitative interviews with Spanish teachers at the elementary, middle, and high school levels. The study focuses on identifying effective strategies and classroom activities that promote student engagement and language proficiency while examining how teachers continue to develop professionally. Conscious of the American Council on the Teaching of Foreign Languages’ (ACTFL) Five C’s—Communication, Cultures, Connections, Comparisons, and Communities—the research highlights communication as the central pillar of language learning. Through detailed classroom examples, such as “Mapa del Martes,” student-created cooking videos, and Kagan Strategies, the thesis illustrates how …

Latino Student Engagement In Rsos At Hcob, Angel Cordero

Honors Theses

Latino students at the Haworth College of Business (HCOB) are significantly underrepresented in Registered Student Organizations (RSOs), raising concerns about inclusivity and engagement within the college’s extracurricular community. This study aims to identify the barriers preventing Latino business students from participating in RSOs, exploring factors such as cultural representation, language preferences, financial constraints, and perceived social inclusion. Using a Qualtrics survey distributed to Latino business students at Western Michigan University, this research collects qualitative and quantitative data to assess their experiences and perspectives on campus involvement.

Findings reveal that many Latino students feel disconnected from existing RSOs due to a …

From First Draft To Final Frame: Exploring Storytelling Across Mediums, Lydia Cowan

Honors Theses

This thesis explores the creative adaptation of an original young adult novel into a two-part television screenplay. The story follows Bobbi, a sixteen-year-old girl who is institutionalized after a mental health crisis, as she navigates grief, trauma, and recovery through a voice that is sharp, self-aware, and darkly humorous.

The project consists of eight chapters of prose, totaling 36 pages, and two screenplay episodes comprising 87 pages. The work focuses on how character, tone, and internal voice shift between novel and screen formats. Key themes include mental health, loss, identity, and the use of humor as a survival mechanism. The …

Impact Of Witnessing Intimate Partner Violence For Elementary Age Children: Counseling Recommendations, Makayla Essington

Honors Theses

This literature review explores the significant impacts that witnessing intimate partner violence (IPV) has on elementary-aged children and presents evidence-based counseling interventions to support their healing. Children are not always direct victims of intimate partner violence (IPV). However, simply witnessing intimate partner violence (IPV) in the home has significant impacts on children, such as emotionally, physically, cognitively, and behaviorally. This literature review highlights the significant impacts of intimate partner violence (IPV) on children’s mental health, including risk of anxiety, emotional dysregulation, and PTSD symptoms. Witnessing intimate partner violence also impacts the physical health of children, including risk for sleep disturbances …

Voting Rights Expansion To Achieve Voting Equity: Comparing Michigan's 2020 And 2024 Elections, Quinn Murphy

Honors Theses

Socioeconomic disparities often correlate with lower voter participation, potentially leading to underrepresentation of disadvantaged communities in policy decisions. Lower voter participation has been partly attributed to restrictive voting laws. In 2023, Michigan enacted legislation to expand voting rights, driven by a citizen-initiated ballot proposal that was overwhelmingly supported by Michiganders. The law expanded absentee voting, required statewide early in-person voting, protected voting rights of military members, and expanded options for providing photo ID to vote. To examine whether these voting rights expansions improved voting participation, particularly in low-income counties, this study examined the relationship between county-level poverty and voter turnout …

Wmu Board Of Trustees Formal Session Thursday April 17, 2025, Wmu Board Of Trustees

WMU Board of Trustees Meetings

Acceptance of the Agenda

Approval of the Minutes (February 6, 2025)

Recognition of President Ed Montgomery

Remarks by the Chair of the Board

Remarks by the President

Updates by the Faculty Senate President

Updates by the Western Student Association President

Updates by the Graduate Student Association President

International Congress on Medieval Studies and Experiential Learning

Public Comments Regarding Action Items

Action Items

• Naming the New Valley Residence Hall “Golden Oaks” at “The Valleys”

Consent Item

• Personnel Report
• Curriculum Proposals
• Sale of BTR Parcel (Unit 30)
• Liquor Licenses – Multiple Events (July 10, 2025, August 7, 2025, November 7, 2025)
• Annuity …

Deaf Community, Cochlear Implants, And Language Access, Amelia Segroves

Honors Theses

This thesis looks at how getting a cochlear implant can affect a Deaf or Hard-of-Hearing person’s identity, language development, and sense of belonging. It compares people who see deafness as part of a rich culture (big “D” Deaf) with those who see it more as a medical condition (little “d” deaf). By reviewing studies and articles, the research explores how early exposure to language, school environments, and family choices influence how people communicate and see themselves.

This thesis looks at how getting a cochlear implant can affect a Deaf or Hard-of-Hearing person’s identity, language development, and sense of belonging. It …

The Use Of Stress Testing In Evaluating Systemic Risk: Lessons From The Global Financial Crisis, Katherine Laws

Honors Theses

This paper examines the role of stress testing as a crucial tool for assessing systemic risk in the financial system, particularly in the aftermath of the global financial crisis. The global financial crisis, which unfolded between 2007 and 2009, exposed significant vulnerabilities within financial institutions and highlighted the inadequacies of existing risk management frameworks. In response, regulators and financial institutions increasingly turned to stress testing to evaluate the resilience of financial systems against economic shocks.

The paper will begin by defining systemic risk and the importance of effective risk assessment strategies. The paper will outline how stress testing can simulate …

The Difference In Financial Literacy Between Students Of The Business College And The Rest Of The Student Body At Wmu, Ivane Mkheidze

Honors Theses

This thesis investigates the persistent gap in financial literacy among high school and college students, despite increased emphasis on financial education over recent decades. Drawing inspiration from Lewis Mandell’s studies, including “Financial Literacy: If It’s So Important, Why Isn’t It Improving?”, the research evaluates the effectiveness of financial literacy courses and highlights their failure to produce long-term gains in knowledge or behavioral change. Through a synthesis of academic literature and critique of methodologies, the thesis explores the inefficacy of current teaching models, including overreliance on engagement tools like the Stock Market Game, and the influence of socio-economic factors, motivation, and …

How High School Athletic Directors In Southwest Michigan Paths Differ, Lily Browning

Honors Theses

The world of athletics continues to grow at a rapid rate, athletic directors are at the forefront of the sporting world particularly in high school athletics. So, how does one begin a career in athletic directing. The traditional path has been being a teacher or coach at the school and then moving into the administration portion of athletics. However, that is not the case for everyone and that is why the findings of this study are important to the field. There are not certain paths that get you to the job quicker than others in the world of athletic directing. …

An Exploration Of The Use Of Tier I Occupational Therapy Services In An Elementary School, Emilee Schumacher

Honors Theses

This project aimed to explore how and to what extent school-based occupational therapists implement Tier 1 interventions within an elementary school setting. The research involved conducting interviews with occupational therapists and observing their interactions with students to better understand the scope and nature of the services they provide. During the project, several Tier 1 services were identified, with a particular focus on addressing fine motor skills, social-emotional development, and gross motor skills. Several benefits of implementing tier 1 services in the school setting were identified. The challenges school-based occupational therapy practitioners face when implementing Tier 1 services in the elementary …

Using Video Models Plus Feedback To Teach Interview Skills, Zoe Odom

Honors Theses

Autism is a neurodevelopmental disorder that is partially characterized by deficits in social communication and interaction. These deficits can be displayed by struggles in developing relationships and social-emotional reciprocity (American Psychiatric Association [APA], 2022). In the context of competitive employment, social skill deficits can impose challenges in securing and maintaining an employment position, with 8.1% of adults with disabilities between the ages of 16-65 unemployed (U.S. Bureau of Labor Statistics, 2024). Video-based instruction (i.e., video models and prompts) has been used to teach adults with autism a wide variety of skills up to 100% accuracy, including vocational skills such as …

Modern Creativity Thriving Through The Roots Of Occupational Therapy, Kelly Allen

The Open Journal of Occupational Therapy

Peace, a client artist at Corvilla, provided the cover art for the Spring 2025 issue of the Open Journal of Occupational Therapy (OJOT). This untitled artwork is a mixed-media painting featuring a vase of daisies, hand-drawn by Peace, which was engraved into reclaimed wood with a CNC machine, painted, and hand-sanded to reveal the image through the contrast of paint and wood. This and many other artworks are produced daily and sold in the storefront of the organization. Corvilla’s art program, Studio Five9, echoes the earliest models of arts and crafts workshops found in rehabilitation facilities in the early 20th …

Empathy In Occupational Therapy: A Call For Reflection, Razan Hamed, Vikram Pagpatan

The Open Journal of Occupational Therapy

Empathy is a building block in health care professions and it has been studied for decades in social and medical sciences given its significant role in health care outcomes and client satisfaction. In a climate where societies are congested with ideological conflicts, sociopolitical issues, racism, microaggressions, and bias, we must reflect on how we are preparing our students and future occupational therapists to be empathetic communicators and clinicians. We must also capture the evolution of empathy in new generations of occupational therapy students in the era of sociopolitical change, telehealth practices, and remote learning. Empathy decline is a documented trend …

Occupational Therapy’S Role In Supporting Persons With Cognitive And Communication Impairment In Acute Hospital Settings, Molly Bathje, Carole Schwartz, Carly Ebert, Allison Harvey

The Open Journal of Occupational Therapy

It is estimated that 10.9% of adults in the United States live with a cognitive disability and 10% experience communication disorders. When hospitalized, people who have co-occurring cognitive and communication impairments (CCI) experience more hospital-related complications, longer lengths of stay, and higher risks for readmission and mortality. Co-occurring CCI refers to people who are hospitalized for a primary condition who also have a pre-existing or hospital acquired CCI.

Occupational therapists make important contributions to interprofessional care teams for persons with disabilities in hospital settings. This article explores the complexity of individual- and system-level factors contributing to poorer health outcomes for …

Accessibility Status To Pediatric Occupational Therapy Services: Views From Health Care Providers At A Rehabilitation Hospital In Rwanda, Jean Claude Tuyishime, Lizahn Gracia Cloete, Jerome Peter Fredericks

The Open Journal of Occupational Therapy

Background: Occupational therapy is a growing profession in Rwanda. Since the commencement of the occupational therapy training program at the University of Rwanda in 2014, accessibility to newly established occupational therapy services in Rwanda is unknown. This study aimed to explore health care providers’ views on access to pediatric occupational therapy services at a rehabilitation hospital in Rwanda.

Methods: An exploratory qualitative design with an interpretive descriptive approach was used. Purposive sampling was employed to select a sample of 10 health care providers working at an orthopedic and rehabilitation hospital in Rwanda. The semi-structured interviews were audio-recorded, followed by verbatim …

Personal Narrative As Pedagogy: A Model For Socially Responsive Narrative-Based Education In Occupational Therapy, Johnna Belkiewitz, Sally Wasmuth

The Open Journal of Occupational Therapy

The practice of occupational therapy relies on the collection and analysis of life narratives to provide responsive client-centered care. As developing holistic practitioners, occupational therapy students are taught to consider these shared stories within a larger context of historical and societal systems by acknowledging such factors as social determinants of health. Case studies are a frequently used tool to teach these skills; however, evidence supports that the identities of these educational stories’ authors can influence which perspectives are shared and, ultimately, impact developing occupational therapists’ perpetuation of or opposition to existing systems of oppression. Critical Race Theory and qualitative methodology …

Examining Content Validity Of Home For Life Design Home Assessment For Home Safety And Accessibility, Debra K. Lindstrom, Jade Nguyen

The Open Journal of Occupational Therapy

Background: Older adults aging in place face daily challenges in functional mobility and increased fall risk. Home environments lack accessibility and safety features that promote safety, independence, and longevity. Quality home assessments that are reliable, valid, and efficient are necessary to help determine the safety and accessibility of the built environment for persons aging in place.

Method: A mixed-method study was conducted to determine if the Home for Life Design (HfLD) Home Assessment is a valid assessment for measuring safety and accessibility in the home. Eight experienced occupational therapists completed a Content Validity Index (CVI) and qualitative interview …

Evaluation Of An Occupational Therapy Intervention In Prisons To Prepare Incarcerated Individuals For Successful Community Reentry, Dalenna Bellum, Sue Dahl-Popolizio, R. Curtis Bay, Angela Zhu, Jeremiah Fine, Bruce Kotter, Abbey Glenn, Rebecca L. Wolf

The Open Journal of Occupational Therapy

Background: Literature suggests that to reduce recidivism and facilitate successful community reintegration, incarcerated individuals need life skills training before release. This study evaluated the effectiveness of such an occupational therapy (OT) program.

Methods: We provided and evaluated a 12-session pilot OT program with incarcerated men providing life skills education for community reentry. We used forced-choice and open-ended questions with pre/post Employee Self-Assessment Tool (ESAT), assessing interpersonal, self-management, analytical skills, and skills used in an organization, and Life Skills Program Daily Surveys (LSDS) assessing participants’ perceptions of program effectiveness.

Results: Ninety-three of the residents participated; 69 completed …

Patient-Generated Graphs To Measure Pain And Fatigue In Persons With Neuralgic Amyotrophy, Renske Mj Janssen, Jos Ijspeert, Jan T. Groothuis, Nens Van Alfen, Alexander Ch Geurts, Maud Jl Graff, Tanya L. Packer, Edith Hc Cup

The Open Journal of Occupational Therapy

Background: Patients with neuralgic amyotrophy (NA) often experience limitations in daily activities because of pain and fatigue. Visual analogue graphs with a 24-hour x-axis can be used to rate pain and fatigue severity during a typical day. This study aimed to investigate the reliability and validity of the visual analogue graphs in patients with NA.

Method: Eight patients completed pain and fatigue graphs on three moments to examine inter-rater and test-retest reliability using Intraclass Correlation Coefficients (ICCs). Concurrent validity (n = 47) was tested by determining correlations between mean pain graph scores and numerical rating scale for pain (NRS-pain) and …

Influence Of A Disrupted Practice Context On Occupational Therapists' Clinical Reasoning: A Qualitative Study, Perrine Vermeulen, Joseph-Omer Dyer, Marie-Christine Hallé, Marjorie Gingras, Anne Mingant, Manon Parisien, Annie Rochette

The Open Journal of Occupational Therapy

Background: Clinical reasoning in occupational therapy involves integrating client factors, professional knowledge, and practice context to guide decision-making. The COVID-19 pandemic disrupted health care contexts, potentially affecting therapists' reasoning. This study explored the factors that influenced occupational therapists' clinical reasoning during this crisis.

Method: A qualitative descriptive study was conducted using semi-structured remote interviews with 11 occupational therapists in Quebec, Canada. The 60-min interviews, realized in 2021 and 2022, were recorded, transcribed verbatim, and analyzed inductively to identify reasoning-related themes. Deductive analysis involved coding text segments based on the 14 domains of the Theoretical Domains Framework. Transcripts were coded by …

A Survey-Based Quantification Of Imposter Phenomenon In Occupational Therapy, Dina Prisco, Siobhan Walsh

The Open Journal of Occupational Therapy

Background: Imposter phenomenon is a professional issue that negatively affects health professionals’ performance and well-being. This study examined imposter phenomenon’s prevalence in occupational therapy (OT). Researchers hypothesized that imposter phenomenon is prevalent in OT, more so in underrepresented groups. The rate of imposter phenomenon throughout OT was quantified and rates between demographic groups compared.

Method: This study used an exploratory, survey-based research design. Survey sections included informed consent, demographics, and the Clance Imposter Phenomenon Scale (CIPS). The CIPS measured rates of imposterism. Analyses of variances and independent group t-tests were performed to identify significant differences between groups. Inclusion criteria …

D.A.D.S. Club: Pilot Study Outcomes Of A 5-Week Parenting Program For Fathers In Recovery From Substance Use Disorder, Oaklee Rogers, Kristin Riordan, Elaina Corbin, Shannon Forman, Kara Grace Zahariades, Andrea Clemens, Keely Mcdowell

The Open Journal of Occupational Therapy

Background: Over 44 million adults have a substance use disorder, with approximately two million children living with a parent with this disorder. Approximately 40% to 60% of men who receive treatment have a child under 18 years of age. However, most parenting programs are developed and implemented for mothers with addiction, leaving fathers without this fundamental knowledge and skills.

Method: A pilot study using a longitudinal interventional study was conducted to explore the feasibility and effectiveness of an occupational therapy-developed program for fathers in recovery. Pre and post surveys, including the Parenting Sense of Competence, were collected from the …

Artificial Intelligence In The Secondary Classroom: Exploring Teacher Perceptions, Malachi Windemuller

Honors Theses

This qualitative study explores secondary school teachers' perceptions and attitudes toward artificial intelligence (AI) integration in classroom settings. Through in-depth interviews with educators at three diverse high schools across Colorado, Indiana, and Michigan during Fall 2024, the research investigates how teachers understand, implement, and wrestle with AI technology in their pedagogical practice. The study specifically examines four key areas: school dynamics around AI adoption, teachers' personal use of AI tools, student engagement with AI, and recommendations for new educators entering the field.

Key findings reveal that fear and uncertainty remain significant barriers to AI adoption among educators, particularly regarding its …

Preservation And Integrity Of Laboratory Solutions: Understanding The Impact Of Storage Practices On Chemical Stability And Experimental Accuracy, Azza Al Jahdhami

Honors Theses

Chemical storage methods represent a key matter ignored within labs, educational sites, workplaces, and even households. Many people, including various students and instructors within the chemistry field, are unaware of the proper methods for storing and disposing of common chemicals. This study aims to understand the effects of storage practices on chemical stability and experimental accuracy, dealing with the following questions: What kind of effects result from improper chemical disposal? How can improper storage affect the overall chemical effectiveness? Why is sink disposal of many solutions discouraged, and why is waste container disposal always necessary?

Through a literature review, this …

Investigating Cold Homicide Cases In Michigan: Combining Systematic Research With Experiential Insight, Jaqueline Chavarria

Honors Theses

According to the Michigan State Police (2023), murder/non-negligent manslaughter, commonly known as homicide, is the “willful (non-negligent) killing of one human being by another.” The Murder Accountability Project suggests there could be over 20,000 unsolved homicide cases in Michigan between 1965 and 2023 (2024). Despite the prevalence of unsolved cases, scholarly analysis on the topic is limited. This study examines solvability factors, also known as clearance factors, for cold homicide cases in Michigan by conducting a systematic literature review with news publications. Additionally, this study incorporates experiential insight, offering a holistic exploration of solvability factors. Using a systematic approach, 15 …