Digital Commons Network^™

Breech Baby, Madison Kaufman, Cassidy Allen, Lilian Mills

Williams Honors College, Honors Research Projects

Our project aims to develop a non-invasive device to assist in turning breech babies to a head down position before delivery. Pregnant women facing breech presentations often need safe and effective solutions, yet current options like external cephalic version (ECV), maternal positioning techniques, and cesarean sections can present challenges. Key barriers include variability in maternal and fetal anatomy, patient comfort, compliance, and training for healthcare providers, along with cost and insurance concerns.

Our innovative device will address these issues by providing clear guidance and support throughout the process. It will prioritize minimizing discomfort and risk, ensuring adaptability for various stages …

Document Analysis: Indiana Doe Stem School Certification Process Through A Liberatory Lens, Steve Heinold

Indiana STEM Education Conference

The Indiana Department of Education awards a STEM School Certification (IDOE, 2024) to schools that exhibit priorities for integrated STEM education. Currently over one hundred schools in Indiana have received this certification, including many that represent communities of color and under-resourced communities. While the STEM certification process has thus far been representational for low-income and Black students (Duarte, 2025), many disparities and deficits remain in closing opportunity gaps for students of color in STEM in the state of Indiana. This research brief, utilizing BlackCrit theory in education, analyzes Indiana’s STEM School Certification process for addressing the systemic barriers that under-represented …

Undergraduate Student Support Survey And Scoring Guide, Kerrie A. Douglas, Adrian Gentry, Julie P. Martin, Tiantian Li

School of Engineering Education Working Papers

No abstract provided.

Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis

Williams Honors College, Honors Research Projects

HeartBeats Co. LLC is a premier audio and software technology brand that brings renewed character and performance to a stagnant space, revolutionizing the listening experience by engineering a digital music platform and headphones that possess distinct style and exceptional performance. While our team identifies and tracks trends in the market, we strive to establish market trends rather than to follow them. We are a company founded on innovation, redefining the music streaming market by combining the importance of wellness with the latest audio and software technologies and innovative functionalities. This document outlines a ten-year plan for efficient and impactful scaling, …

Bare Bones Creamery/Ice Cream, Hanna Pope, Mason Dexter, Stephen Parker, Evan Trumpower, Logan Miller

Williams Honors College, Honors Research Projects

Essentially, our project focuses on the fictional company, “Bare Bones Creamery.” Bare Bones Creamery is a company that sells all natural, affordable, no nonsense ice cream targeted towards people between the ages of 18 to 40. Our main goal is to document the process to grow and scale this company to 100 employees in about 10 years. Outside of this, we’ll also develop different departments of the company including finance, accounting, supply chain, IT/ data analytics, human resources, legal, sales, and marketing. Each department will grow with the company and will become more detailed as time progresses. Certain variables such …

Pawpulse Dog Collar, Sean Graham, Hailey Barger, Connor Mulichak, Addison Towne, Kieran Nolan

Williams Honors College, Honors Research Projects

PawPulse is revolutionizing pet care through innovative technology that enhances pet health, safety, and well-being. Combining advanced hardware designs, AI-driven analytics, and IoT integrations, PawPulse offers a comprehensive ecosystem that empowers pet owners with actionable insights into their pets' health and activity. As a global leader in pet health technology, PawPulse integrates features like real-time health monitoring, predictive analytics, and location tracking into a seamless mobile app experience.

This project examines the growth and scaling strategies of PawPulse, focusing on critical areas such as Information Systems, Analytics, and Legal frameworks. It details the company's strategic evolution from a startup to …

Cognitive Support Apps For Students With Autism And Low-Incidence Disabilities, Isabella Salzgeber

Williams Honors College, Honors Research Projects

Preparing students for life after high school is one of the many goals teachers and parents have for their students or children. As educators, providing students with different tools to support them during and after the transition from high school is essential. There are many educational apps online, but finding apps that support a specific population of students can be difficult. Cognitive support apps, specifically for students with autism and low incidence disabilities, can be extremely useful tools for the classroom and beyond. These apps can range from basic daily reminders on a digital calendar, to apps that help students …

What Musical Meaning Does Conducting Gesture Convey, Jacob Benson

Williams Honors College, Honors Research Projects

This research proposal explores the meaning behind conducting gestures and their impact on musicians' interpretations of a piece. The project aims to determine whether individuals, regardless of their musical background, can watch a silent conducting video and infer musical intent based on gestures alone. Inspired by conducting studies, particularly those by Dr. Brian A. Silvey, the researcher will investigate how different conducting styles influence perception and ensemble response. The methodology involves recording a professional conductor during rehearsal and then showing the footage to participants from various skill levels, including undergraduate and graduate students as well as faculty members. Participants verbalize …

An Analysis Of Ohio's Advanced Quantitative Reasoning Course, Ethan A. Douglas

Williams Honors College, Honors Research Projects

Beginning in about 2018, The Ohio Department of Education and Workforce partnered with the Ohio Department of Higher Education and the Ohio Math Initiative to create a mathematics transition course to provide high school students with a class that could prepare them for a college entry-level mathematics course if they had not previously earned a remediation-free score. This course was titled “Mathematical Modeling and Reasoning” and has since been named, “Advanced Quantitative Reasoning” (AQR) and has become an Algebra II equivalent course where students can receive their final math credit to graduate. This study looked to compare students in Algebra …

Propofol Vs Dexmedetomidine: Impact On Reintubation And Respiratory Depression, Dominic J. Hamad, Stephanie Wodrich, Logan Campola

Williams Honors College, Honors Research Projects

This project aims to compare the effects of Dexmedetomidine and Propofol on breathing recovery in ICU patients who have been mechanically ventilated. Specifically, we want to find out whether one sedative is more likely than the other to lead to respiratory depression or reintubation after sedation is stopped. These outcomes are important because they directly affect patient safety, ICU length of stay, and overall recovery. Our team will conduct a systematic review of randomized controlled trials found through databases like PubMed, CINAHL, and Cochrane Library. We will focus on adult ICU populations and only include studies that report on relevant …

Spiders In The World Of Pesticides: A Review, Jackson L. Mendillo

Williams Honors College, Honors Research Projects

Pesticides and other agrochemicals have varying effects on spiders depending on their mechanism of action and dosage, ranging from behavioral changes and ataxia, to reproductive changes and physiological stress, to lethal non-target effects. Additionally, peptide Hv1a has promising effects as a more narrow-spectrum pesticide.

Surface Immobilization Of Stimuli-Responsive Polymers Using A Network Of Aminopropyltriethoxysilane, Walter Bungard, Ryan Nixon

Williams Honors College, Honors Research Projects

The goal of this honors project is to develop a cost-effective and accessible method for entrapping stimuli-responsive polymers onto solid substrates using aminopropyltriethoxysilane (APTES). The entrapment network process will first be replicated on glass or silicon using APTES and poly(N-isopropylacrylamide), involving spin coating and thermal annealing to chemically bond the polymer to the substrate. Once validated, the method will be applied to other stimuli-responsive polymers, including thermo-responsive, electroactive, and pH-sensitive types, with APTES as a control. For each sample, film stability, responsiveness, and surface behavior will be evaluated using contact angles, optical microscopy, and spectroscopic analysis, followed by statistical evaluation. …

Long-Term Effect Of Aces On Children’S Mental Health, Substance Abuse, And Education, Annalisa M. Lobello, Kayla A. Kemer

Williams Honors College, Honors Research Projects

This honors project will aim to discover how adverse childhood experiences (ACES) affect a child’s mental health, substance use, and education. ACES are potentially traumatic events that occur between ages zero to seventeen (Centers for Disease and Control Prevention, 2024). Some examples could include experiencing violence, abuse, neglect, having a family member attempt or die by suicide, growing up around substance use, mental health problems, parental separation, and household members being incarcerated. ACES are widely recognized as powerful predictors on long-term outcomes of children. This proposal will highlight the importance of recognizing ACES within children, trauma-informed care, and appropriate interventions …

Network Merge, Alexander York

Williams Honors College, Honors Research Projects

This project will be simulating the merge of two company's networks. Company A will contain two sties connected with a VPN, and will extend this VPN to one site for Company B. This project will focus on researching how merging a network works, how routes are commonly redistributed across different routing protocols, and how each site can run their own but link servers(DHCP, DNS, etc.). Both sites will be secured from both outside and inside attacks through passwords and other network security features such as VLANs & BPDU Guard.

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, …

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 …

An Exploration Of The Status And Legacy Of The Latin Language, Jean M. Allison

Williams Honors College, Honors Research Projects

The Latin language, widely referred to as a "dead language," has historically held a great influence throughout various cultures and dialects, still holding some of this importance in the contemporary world. This project intends to explore these influences, both modern and historical, as well as how the language is now considered dead. A variety of written material spanning several centuries will be utilized to examine these aspects of the project posed within the presented overarching theme. All of the relevant information from these texts will ultimately be summarized and critically detailed within a written report that displays the findings of …

Analyzing Network Traffic Utilizing Aws Developer Tools And Artificial Intelligence, Michael K. Spatafore

Williams Honors College, Honors Research Projects

Alert fatigue occurs during long hour shifts and high stress situations. Constant notifications and on-call shifts can create overstimulation and desensitization, which leads to delay responses and increased vulnerability. Malicious actors have weaponized alert fatigue by storming a network with a vast number of low-priority events to mask their malicious activity, also known as alert storming. This project focuses on the reduction of alert fatigue by automating log analysis with Large Language Models. The project uses Amazon Web Service and its many features, such as Amazon GuardDuty, Lambda, and Bedrock. Amazon GuardDuty detects anomalies, then lambda sends those anomalies to …

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 …

Optimized Returning Floating System (Orfs/Orfeus), Jordan A. Mcclelland, Adam J. Belluardo

Williams Honors College, Honors Research Projects

We are developing a proof-of-concept modified guitar tremolo system for an electric guitar that can automatically optimize tuning adjustments when a player transitions between tuning schemes using a cam system. Currently, changing tunings takes about 10–15 minutes because adjusting the tension on one string affects the tension of the others. Our design aims to compensate for these interactions and significantly reduce the time required to switch tunings.

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.

Akron Soap Box Derby Super Kids Car, Alexis Schultz, Cooper Sites, Sean Stevenson

Williams Honors College, Honors Research Projects

This project aims to redesign the All-American Soap Box Derby Super Kids vehicle to enhance safety, accessibility, and performance while maintaining full compliance with official regulations. The Super Kids program enables children with physical and cognitive disabilities to race alongside a co-pilot, but the current vehicle design presents challenges in stability, entry/exit accessibility, and control—especially following recent regulation changes that increased vehicle speed. The redesigned car will focus on improved ergonomics, lightweight construction, and structural integrity within a $1,000 budget and a 165 lb weight limit.

An iterative engineering design process will guide the project through research, CAD modeling, FEA …

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 …

Development Of A Signature Model For Predicting Normal Boiling Point Using Machine Learning, Mackenzie Karabin

Williams Honors College, Honors Research Projects

The goal of this project was to utilize the Signature molecular descriptor to construct a predictive model for computing the normal boiling point using a 4856-compound dataset. The final model intends to be applied to screening compounds whose experimental normal boiling point values are not readily available. Compounds were deconstructed into their height-1 atomic Signatures, resulting in 225 unique descriptors for the dataset, which were used as independent variables for creating the model. Machine learning (ML) techniques were employed to evaluate the applicability and accuracy of different ML models for predicting normal boiling point using the Regression Learner App in …

Honors Project In Business Admin Group 2, Matt R. Howell, Richard W. Black, Kale R. Kochman, Anthony J. Mast

Williams Honors College, Honors Research Projects

Our team is performing a strategic analysis on Project Learn, Summit County's non-profit that provides resources to adult learners to complete their GED. Our goal is to provide recommendations for them to expand their market and improve the product that they currently offer. This includes exploring new partnerships, adding additional services, and various other initiatives that we hope will improve the organization's wellbeing.

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 …

Fact Vs. Fiction: Understanding The Influence Of Crime Procedural Television On College Student Choice Of Major, Mia J. Moore

Williams Honors College, Honors Research Projects

As it continues to gain popularity, crime-based media (i.e., crime procedural television shows, true crime podcasts) contributes to the public’s perception of the criminal justice field. Little research exists on the “CSI Effect,” the phenomenon in which criminal justice majors are drawn to the field based on the glorified depictions of the profession portrayed in the media. Previous research on influences behind choice of major suggest a variety of other influential factors, such as personal interest in the subject, friends or family members, or personality characteristics (Beggs et al., 2008; Hoag et al., 2017; Porter & Umbach, 2006). The current …