Digital Commons Network^™

A Look Deeper Into Ohio’S Opioid Crisis And The Lasting Political Effects Of The Issue, Robert C. Dunn

Williams Honors College, Honors Research Projects

This research studies how the opioid crisis deepened partisan divisions in Ohio from the late 1990s to the present. By investigating political responses from both policy-makers and voter behavior following the introduction of OxyContin. This study will focus on the relationship between addiction and overdose rates, which influences those ideological divides. Using qualitative research, such as political rhetoric and legislative responses, and quantitative research, such as election results, to find a correlation between the opioid crisis and partisan polarization. This project aims to highlight how politically motivated decision-making can prevent proper bipartisan responses.

Reconnecting The Body With Nature: Inspired By Advances In Biomimicry, Elyse M. Orosa

Williams Honors College, Honors Research Projects

Reconnecting the Body with Nature: Inspired by Advances in Biomimicry will visually address the symbiotic relationship between nature and humans. The drawing series is inspired by the growing design field of biomimicry and its technological and architectural innovations influenced by nature’s systems and physical adaptations. Just as nature is limited by human misuse, humans are physically and neurologically limited by the state of the environment, and with this, form and function of both nature and humans will be equally represented and explored throughout the body of work presented. Biomimicry can help solve environmental issues such as rising CO2 emissions and …

Adaptive Lighting System, Jacob Samerdak, Ethan Schwartz, Brandon Breen, Matthew Carozza

Williams Honors College, Honors Research Projects

The Adaptive Lighting System is a modular network of components that requires minimal installation in homes. Additionally, all components of the system communicate wirelessly and interface with a mobile application. The system utilizes occupancy and daylight sensors to detect the environment of a room and adjust the lighting accordingly. The system detects ambient lighting as well as occupancy within a room. Using the data collected from the sensors, the system adjusts lighting temperature, color, and brightness. The user can also manually control these settings. The Adaptive Lighting System aims to help regulate circadian rhythm, so there is a configuration in …

The Influence Of Familial Substance Use Disorder On Perceptions And Attitudes Towards Substance Use Disorders And Participant Substance Use Behavior Among Emerging Adults, Elijah M. Lefeld, Jennifer Stanley

Williams Honors College, Honors Research Projects

This research project explores how the lived experience of having an immediate family member with a substance use disorder (SUD) influences a person’s perceptions, attitudes, and behaviors related to substance use. Rather than focusing on the individual diagnosed with SUD, the study examines the reciprocal impact on family members within the social subsystem. Using a quasi-experimental design, the project will compare participant responses using with and without a familial connection to SUD. Data will be collected through Qualtrics surveys distributed via SONA. These measures will record demographic information, personal substance use habits, attitudes toward addiction, perception of substance use disorders, …

The Connection Between Medicaid And Obesity In Northeast Ohio, Sophie Kheder, Emmie Kelley

Williams Honors College, Honors Research Projects

Obesity is a major public health concern in the United States that is projected to increase exponentially over the next few years. Obesity is commonly associated with a lower socioeconomic status. Lower-income individuals tend to be supported by Medicaid, a federal insurance program for low-income Americans. Prior studies have shown a positive correlation between income status and obesity prevalence. Our goal was to find if there was a correlation between Medicaid patients and obesity in Northeast Ohio, to provide physicians with a set of characteristics to better combat obesity, since preventative and treatment guidelines are tailored to national trends. We …

Morphological Variation Of The Clavicular Rhomboid Fossa: Bilateral Asymmetry, Sexual Dimorphism, And Environmental Influences, Michaela Tucker, Skylar Hall

Williams Honors College, Honors Research Projects

Morphological variation on the clavicle, specifically the rhomboid fossa, may be impacted by age, sex, laterality, and mechanical stress. Occupational stress and loading conditions lead to bone remodeling and adaptation to change, altering the costoclavicular ligament site. A sample of 94 bilateral clavicles from individuals ages 16-40 years was analyzed using computer tomography (CT) and 3-dimensional reconstruction. Clavicles were categorized into five groups: flat, smooth, elevated, depressed, and pitted. Chi-squared analyses were used to test associations between morphology and age, side, and history of strenuous lifting. Significant differences were observed between class and sex for the leftsided clavicle group. Female …

Breaking The Vapor Barrier And Scale: Revolutionizing Steel Quenching With Ultrasound Technology, Anthony O. Santos

Williams Honors College, Honors Research Projects

The quenching process is a fundamental heat treatment used to enhance material properties by heating steel to its austenitizing temperature and rapidly cooling it to form high-strength martensite. However, this process is often hindered by two surface barriers: the Leidenfrost effect (vapor blanket) and oxide scale. These cooling limitations restrict the use of steel in high-performance aerospace applications due to inconsistent material properties and unpredictable engineering properties. This research investigates the use of fully submersible, 50-watt 40 kHz ultrasound technology to improve cooling rates in a Jominy test [4]. Through numerical simulations and experimental validation, the study demonstrates that acoustic …

Locked And Loaded: The Truth Behind Gun Violence, Alana N. Shroyer

Williams Honors College, Honors Research Projects

Gun control remains one of the most controversial policy issues in the United States. While gun reform advocates argue for stricter firearm regulations to reduce gun violence, pro-gun advocates contend that crime is driven more by individual behavior, socioeconomic conditions, and mental health than by gun availability alone. This research project examines gun control laws in the United States, analyzes gun violence data, explores illegal firearm trade markets, compares international approaches, and evaluates whether gun control laws effectively reduce violence while preserving constitutional rights.

Secure The Database: A Red Team, Blue Team Analysis Of Sql Injection, Andrew N. Miller

Williams Honors College, Honors Research Projects

SQL injection (SQLi) attacks are a type of cyberattack that seeks to bypass website logins and gain entry to sensitive information. These pose a significant danger to organizations holding confidential user information. Personally Identifiable Information (PII) like physical addresses, emails, phone numbers, social security numbers are at risk of theft. Login credentials like usernames, passwords, and other sensitive information like financial details and social security numbers are also exposed through SQLi attacks. SQLi attacks harm the confidentiality, integrity, and availability of people’s identity. Additionally, data breaches that reach public battention harm the reputation and trust of organizations. SQLi attacks rank …

Effects Of Warmer Springs And Urbanization On The Nest Choice Of Temnothorax Ants, Keana Royce

Williams Honors College, Honors Research Projects

Climate change is altering winter and spring conditions in northeast Ohio, with urbanization and the urban heat island effect likely intensifying these changes. This preliminary study examined how Temnothorax ants alter nest-site preference in response to climate change and urbanization. I hypothesized that colonies exposed to warmed treatments would select hickory nuts to buffer against thermal/urban stressors. Identical in situ experimental setups were deployed at a rural site and an urban site and data collection occurred from late winter to early spring. Control colonies experienced ambient temperatures while experimental colonies were warmed +4°C above ambient temperatures. Colonies had the choice …

Dashboard And Racing Telemetry, Cole Barach, Jacob Koshel, Ethan Zifzal, Matthew Sullivan

Williams Honors College, Honors Research Projects

The main goal of the project is to design and manufacture a combined dashboard and data logger for the vehicles produced by the Zips Racing design team. The dashboard will intuitively display real-time information to the driver and record all received information while driving. This information may be pulled off the device later for performing data analysis. This project will incorporate custom PCB design, surface mount soldering, embedded software development, and the CAN communication protocol.

Aquaflow Pro, Ashton Henley, Jeannie Fritz, Khalin Rubbo

Williams Honors College, Honors Research Projects

Changing aquarium water is a hassle, and when done incorrectly, it will result in changes in water quality and potential harm to aquatic life. Aquarium water changes are crucial in removing toxins such as ammonia, nitrites, and nitrates. There is a need for an automated, stressless fish tank water-changing solution that ensures aquatic safety. To this end, an automatic temperature-controlled fish tank water changing system was designed, carrying out a water change for a designated main tank in which water heated within an inbound reservoir is pumped into the tank to replace the outbound water, responding to both the tank’s …

Computer-Aided Molecular Design To Identify More Environmentally Friendly Pfas, Melvin M. Keita

Williams Honors College, Honors Research Projects

The goal of this project is to inversely design alternatives to per- and polyfluoroalkyl substances (PFAS) using Computer-Aided Molecular Design (CAMD). PFAS, also described as “forever chemicals”, have been used in industry and consumer products since the 1940s. PFAS can be found in drinking water, food, food packaging, waste sites, and other sources. Exposure to different PFAS can lead to increased risks of some cancers, immune effects, and reproductive effects. Pulling from existing data, this project will use quantitative structure-property relationships (QSPRs) to design PFAS alternatives that possess optimal properties to prevent adsorption into drinking water and other potential sources …

C. Difficile Detection Method For First Responder Glove Application, Alli N. Senedak

Williams Honors College, Honors Research Projects

Clostridioides Difficile (C. diff) is a Anaerobic Gram-positive bacillus that is capable of spore formation, making it difficult to control its spread and duration in clinical environments. This phenomenon can provide danger to first responders, healthcare workers, and patients. The goal of this project is to create a biosensor capable of detecting C. diff in a clinical setting that can be applied to a glove apparatus. The project will involve the use of C. diff aptamers activated on the surface of an electrode. Once surface activation has been verified via surface analysis, the electrodes will be exposed to C. diff …

Clear Skies, Avery C. Munn

Williams Honors College, Honors Research Projects

Air quality impacts public health, environmental sustainability, and quality of life. However, accurate and easily accessible short-term air quality forecasting is challenging to find. This project, Clear Skies, presents a machine learning–based system for forecasting next-day Air Quality Index (AQI) levels across regions in Ohio. By using historical pollutant data with variables such as temperature, humidity, wind speed, and atmospheric pressure, the system finds relationships that traditional statistical models often don’t show.

Machine learning models are evaluated alongside AI techniques to find the environmental factors that influence AQI predictions. This helps reduce the “black box” nature of many AI systems …

More Than A Seat At The Table: Examining How Psychological Safety, Identity Representation, And Leadership Accountability Impact African American Women In Global Workplace Environments, Shelbi Chandler

Theses and Dissertations

This qualitative phenomenological study examined the lived experiences of African American women working in corporate technology environments, with particular attention to psychological safety, representation, and systemic barriers to advancement. Despite increased organizational commitments to equity and inclusion, research continues to demonstrate that Black women encounter persistent intersectional barriers shaped by race and gender within professional settings (Erskine et al., 2021; Field et al., 2023; Roberson, 2019). Guided by Du Bois’s (2008) theory of double consciousness, Goosby Smith’s (2014a) Ubuntic inclusion framework, and appreciative inquiry (AI; Cooperrider & Whitney, 2005), this study explored how African American women interpret, navigate, and respond …

Words Taking Root: The Psychological Effects Of Eco-Poetry On Eco-Anxiety And Connectedness To Nature, Erika Anderson

Psychology | Senior Theses

Eco-anxiety is fear and disorientation about climate change (Budziszewska & Jonsson, 2022) and is related to nature connection and pro-environmental behaviors (PEB; Curll et al., 2022; Jalin et al., 2024). Poetry therapy has aided a patient in developing new perspectives for coping with their eco-anxiety (Raile, 2024), but there is no research on the effects of eco-poetry on eco-anxiety. In the present study, participants read eco-poetry and reported their eco-anxiety, connectedness, and emotions relating to nature. I hypothesize that an optimistic eco-poem will lower eco-anxiety and increase nature connection, and the more participants engage in eco-poetry, the higher their eco-anxiety …

Mit 815: Ai In Education, Elodie Jones

All Open Educational Resources

MIT 815: AI in Education is a comprehensive 3-hour graduate course exploring the transformative intersection of artificial intelligence and educational practices, designed for educators, instructional designers, and leaders. The curriculum covers essential topics, including the history and foundation of AI, a framework for AI Literacy, AI ethics and safety, and practical skills for implementing and evaluating AI-driven educational solutions, including AI-based education policies or guidelines.

Associations Between Oral Hormonal Contraceptive Use, Digestive And Other Health Symptoms In Young Women, Silviana E. Buzatu

Honors Undergraduate Theses

Oral hormonal contraceptives (OHCs) are widely used among reproductive-age women; however, their gastrointestinal (GI) side effects remain understudied. The present study examined associations between OHC use, GI, physical, and psychological symptom burden in a large sample of undergraduate women. Participants (N = 669) aged 18 to 25 years were recruited from UCF’s SONA system and classified into three groups based on self-reported contraceptive status: no birth control, combined estrogen–progestin OHC, and progestin-only OHC. Participants completed GI questionnaires, as well as physical and mental health symptoms ones.

Multivariate analyses indicated that overall GI symptom profiles did not differ significantly by birth …

Repurposing Cyclin-Dependent Kinase Inhibitors For The Discovery Of Novel Antiplasmodial Compounds, Ritam Bhowmik

Honors Undergraduate Theses

Malaria remains a major global health burden with over 282 million cases annually and rising resistance to artemisinin-based combination therapies. Plasmodium falciparum, the most lethal malaria parasite species in humans, relies on tightly regulated cell cycle progression during replication within red blood cells. Cyclin-dependent kinases (CDKs) are central regulators of eukaryotic cell division and transcription, and several CDK-like enzymes in P. falciparum, including Pfmrk and PfPK6, are essential for parasite growth and structurally distinct from human kinases. This study evaluated whether commercially available human CDK inhibitors (CDKIs) targeting cancer pathways could be repurposed as novel antimalarial compounds. A library of …

Self-Reported Psychological Effects Of Rock Climbing In Adults On The Autism Spectrum, Brennan Gleason

Honors Undergraduate Theses

Background: Prior research has shown rock climbing to have considerable therapeutic potential through such mechanisms as boosting self-esteem, promoting mindfulness, and creating a supportive social community. (Liu et al., 2022, Osborne et al., 2025). Meanwhile, autistic adults experience mood disorders at a significantly higher rate than the general population; upwards of 54% are diagnosed with a psychiatric condition (Croen et al., 2015). Many of the issues negatively affecting autistic adults align with the benefits of rock climbing, including low self-esteem, inadequate social support, and anxiety.

Objective: This study aimed to find differences in mental health outcomes between autistic adults who …

Health Care Governance And Structural Exclusion In Florida: A Human Rights Analysis Of Access For Latinx Communities, Natalie Medrano

Honors Undergraduate Theses

Access to health care in the United States is a complex system shaped by statutory programs and the discretionary powers of state governance. This thesis examines how Florida’s healthcare system structures access through administrative design, with particular attention to its impact on Latinx communities. Although formally race-neutral, Florida’s reliance on Medicaid non-expansion, managed care delivery, and complex eligibility processes produces systemic barriers that limit access for low-income populations. Drawing on the international right-to-health framework articulated in General Comment No. 14 of the International Covenant on Economic, Social and Cultural Rights, alongside Latinx Critical Race Theory (LatCrit), this study analyzes how …

Manuka Honey Modulates Oxidative Stress In Neuro2-A Cells Through Mitochondrial Regulation, Rachel Abramovici

Honors Undergraduate Theses

Manuka honey is known for its vital usage in wound healing, being an agonist towards fighting infections, and is an acting antioxidant [32]. Its main constituents are flavonoids and phenolic compounds, with methyl syringate (MSYR) being a major active ingredient. The specific compounds responsible for these antioxidant effects, particularly in the CNS, remain unclear. It is hypothesized that pre-treatment of mouse neuroblastoma cells with MSYR followed by hydrogen peroxide exposure will activate the AMPK/SIRT1/PGC-1a pathway, due to MSYR’s phenolic structure, and thus reduce oxidative stress and improve mitochondrial biogenesis. Hydrogen peroxide is a standard reactive oxygen species (ROS) treatment to …

Transforming Florida Chemistry Education: Exploring Information Literacy Strategies From Singapore, Han N. Le

Honors Undergraduate Theses

This study explores the applicability of Singapore’s information literacy (IL) strategies within Central Floridian higher education environments. Singapore’s national IL framework, supported by its Ministry of Education, integrates information and communication technology (ICT), professional development, and lifelong learning initiatives through a standardized, systemwide approach. In contrast, IL instruction in the United States is largely decentralized, often limited to one-time sessions or elective courses. To investigate the feasibility of adapting Singapore’s practices, surveys were distributed to faculty and librarians across Florida’s twelve public universities, yielding responses that highlighted varying levels of IL integration, limited institutional support, and minimal professional training related …

A Systematic Literature Review Of The Possible Negative Impacts Of Overconsumption Of Mass Media And Technology On Elementary-Aged Members Of Generation Z (1997–2012) And Generation Alpha (2013–2024), Ashya Y. Warren

Honors Undergraduate Theses

This thesis explores the possible negative impacts of overconsumption of mass media and technology on the elementary-aged members of Generation Z (1997-2012) and Generation Alpha (2013-2024). This research is aimed at establishing the relationship between excessive and uncontrolled exposure to digital media and cognitive, emotional, social, behavioral, and academic difficulties at a critical period of child growth. The purpose of this systematic literature review can be explained by the author's experience with technology overuse and professional interests as a future teacher, who should be prepared to help promote healthy childhood and development. The systematic literature review was based on peer-reviewed …

Impact Of Lifestyle Factors On Allergic Rhinitis Symptoms And Quality Of Life Among College Students, Lina Saint-Hilaire

Honors Undergraduate Theses

This study aims to examine the influence of certain lifestyle factors on the presentation of allergic rhinitis symptoms and the quality of life of college students. Factors of interest include residential setting, household cleaning habits, age of symptom onset, and exposure to household pets. Additional analysis includes assessment of the impact of allergic rhinitis symptoms on sleep. Using a cross-sectional survey design, student responses were self-reported through a paper survey distributed during tabling days at the University of Central Florida (UCF) main campus. Eligible participants had to be 18 years or older and current UCF graduate and undergraduate students. Survey …

Multicomponent Deoxyribozyme Probes For Targeted Detection Of Cancer Associated Gene Insertions, Samuel R. Veleke

Honors Undergraduate Theses

Insertions and deletions (indels) in DNA sequences of genes are linked with cancers such as glioblastoma (GB). Thus, indels may be used as potential cancer biomarkers. In the NANOG gene, its pseudogene NANOGP8 has a 22 base pair insertion sequence for GB patients. In this work, the NANOG gene and the insertion sequence were detected in one sample using a dual-fluorescent assay containing two multicomponent split deoxyribozyme (Dz) probe complexes. One complex used TXR fluorescence to detect the gene regardless of the insertion’s presence. The other complex used fluorescein (FAM) fluorophore to detect the insertion. The probes were able to …

Evaluating The Effectiveness Of Nurse-Led Prenatal Education On Maternal Outcomes And Labor Satisfaction, Alexis Boris

Honors Undergraduate Theses

Prenatal education has been a long-time major component of maternal healthcare, which has been known to impact expectant mothers and their level of preparedness during the labor and birthing process. Nurses have historically been key educators in the maternity field, due to their accessibility, education, and holistic approach in the healthcare system. Despite their recognition as vital educators in this field and the importance of maternal prenatal education, maternal healthcare is still affected by many modern-day factors, such as access to healthcare and education, health disparities, and negative childbirth experiences. This integrative literature review aims to evaluate the overall effectiveness …

Bodies Of Knowledge: The Accuracy Of Medical Anatomical Drawings From The 14th To The 18th Century, Marina G. Mitchell

Honors Undergraduate Theses

From the fourteenth to the eighteenth centuries, European anatomical illustration underwent major transformations in response to changing scientific methods, technologies, and visual conventions, reflecting critical transitions in anatomical history. Scientific evolution allowed these images to achieve increasing structural precision and internal detail, though they frequently diverged from anatomical forms as they are understood today. This study examines how anatomical inaccuracies across five centuries emerged not from ignorance, but from deliberate mediation between purpose, observation, pedagogy, artistic convention, and cultural ideology. Through close analysis of works in visual comparison to their modern counterparts, this thesis identifies specific deviations from the twenty-first …

Gen Z Perspectives On Mental Health Service Interaction: A Qualitative Content Analysis Of Reddit Discourse, Victor A. Aguiar

Honors Undergraduate Theses

Compared to prior generations, Generation Z engages with mental health and mental health service interaction in distinct ways, frequently using social media platforms to share experiences, concerns, and opinions. Previous research has examined mental health discourse on Reddit; however, much of this work relies on inductive thematic approaches and offers limited focus on mental health service interaction and the factors influencing utilization. Guided by the Theory of Planned Behavior (TPB), this study examines how Generation Z discusses mental health service use through online discourse. Public Reddit posts authored by users identifiable as Generation Z, based on self-reported age, school enrollment, …