Digital Commons Network^™

Incorporation Of Citizen Science In Classrooms To Enrich Learning, Ryan Moellendick

Williams Honors College, Honors Research Projects

This paper explores the use of citizen science experiences as a method of enriching content in middle school and high school science classrooms. This article explores my own experiences working with the Dynamic Eclipse Broadcast (DEB) Initiative and the application of available citizen science experiences in the classroom in alignment with Ohio's Learning Standard's for Science.

To Be Or Not To Be Controlled: The Making Of Thespians In Nineteenth-Century Asylums, Olivia Kurylo

Williams Honors College, Honors Research Projects

Throughout the 1800s, superintendents of insane asylums incorporated the works of Shakespeare into their medical practices. Shakespearean plays became a conduit of power for the asylum superintendents, providing them with a literary model of sanity that they imposed on patients while simultaneously becoming a mode of communication for asylum patients to perform as ‘sane’ in accordance to the superintendents’ definitions. While the superintendents imposed a Shakespearean model of social normalcy onto the patients, the asylum patients used Shakespeare’s plays as a conduit for verbal expression. Essentially, asylums became Shakespearean plays as both the medical staff and the asylum patients employed …

An Insight Into Mediation Analysis, Nicholas Mccracken

Williams Honors College, Honors Research Projects

Mediation is an ideology often present in the social sciences. A mediator is meant to serve as the middle point between one party and another, taking the communications from one party and ensuring that the other party can comprehend that of the original party. Though this is very popular in social sciences, we can apply a statistical concept to it as well. We can explain the relationship between two parties and a mediator through a series of statistical equations, known as Baron and Kenny’s Equations. With these equations, we can determine how one variable is meant to impact another variable …

Predicting Heart Disease Using Machine Learning Models, Zeynep Cetin

Williams Honors College, Honors Research Projects

Heart disease remains the leading cause of death in the United States, particularly among the elderly population. The growing availability of large-scale health data and the advancement of machine learning tools present an opportunity to create more accurate and individualized predictive models. This study utilizes a subset of the 2020 Behavioral Risk Factor Surveillance System (BRFSS) dataset, focusing on individuals aged 70 and above, to explore predictive modeling using logistic regression, random forests, and XGBoost. The models were evaluated using key performance metrics, including sensitivity, specificity, accuracy, and the area under the ROC curve (AUC). The findings suggest that while …

Understanding The Impact Of Foster Care On Child Development, Catherine Pleska

Williams Honors College, Honors Research Projects

This project aims to explore the developmental impact of the foster care system on children, focusing on how early trauma and systemic factors influence emotional, social, and cognitive development. Through a systematic literature review, the project will highlight the unique experiences foster children face, examining how early adversity shapes their long-term outcomes. The project will emphasize the importance of trauma-informed care in educational environments, advocating for strategies that create supportive and empathetic classrooms. The objectives include identifying key challenges for foster children and offering recommendations for teachers and school administrators to effectively engage students impacted by trauma. The study also …

Dividing Paradise: A History Of Land In Hawai'i, Lacy Nicholas

Williams Honors College, Honors Research Projects

This paper acts as a biography of Hawaiian land, using multidisciplinary sources to construct a timeline of how land has been conceptualized and used by the people who live there. It analyzes Hawai'i as a settler colony. I begin with the first Polynesian settlers in Hawai'i, focusing on the feudal-like division and redistribution of land by the king in the pre-colonial era. Then, I discuss the attitude of the American settlers in Hawai'i and how those ideas were manifested in the privatization of land and the age of sugarcane plantations. Next, I focus on how the United States military has …

How The Intersection Of Social Identities Shape Belonging At A Predominantly White Institution, Makayla Minard, Jennifer Stanley

Williams Honors College, Honors Research Projects

This study investigates the relationship between students’ perceptions of diversity, equity, and inclusion and belonging within higher education institutions with the aim of understanding how the intersection of multiple marginalized identities influences their experience. Recognizing that belonging is a fundamental human need and crucial for well-being and academic success within higher education institutions, the study acknowledges that students who identify with multiple historically oppressed groups are at greater risk of negative outcomes. These findings reveal statistically different perceptions of diversity, equity, and inclusion and belonging among undergraduate students, with those identifying with multiple marginalized groups reporting a less positive experience …

Are You Smarter Than A Dancer?: An Investigation Of Physical Agility And Cognitive Ability Between Dancers And Non-Dancers., Renee Clippinger, Philip Allen Phd

Williams Honors College, Honors Research Projects

The purpose of this study is to develop a better understanding of learning and memory in dancers in comparison to non-dancers. I plan to search further into the way formally trained dancers perform on certain tests in comparison to people with no dance training. This will be measured through a series of five tests completed in the following order: the sit to stand test, hop and stop test, the single leg stance test, the digit symbol substitution test, and a tower of Hanoi task. These tests will be conducted on 20 dance majors, and 20 non-dance students. This data will …

Skinrisk Ai, Spencer Simms

Williams Honors College, Honors Research Projects

SkinRisk AI is an exploration of the opportunities for implementing machine learning (ML) and artificial intelligence (AI) in the medical technology field, specifically in the early detection of skin cancer. This project presents the design, development, and evaluation of a mobile application that allows users to capture images of skin lesions and receive a machine learning assisted risk assessment. The system combines a convolutional neural network (CNN) for image analysis with an intuitive mobile app built using Flutter, FastAPI, and Supabase to deliver real time screening.

Motivated by the rising skin cancer rates and importance of early detection, SkinRisk AI …

The Compass, Summer 2025

The Compass, 2018-

The Compass is an annual orientation guide for VCU students produced by the Student Media Collective in the VCU Student Media Centered. The guide is distributed physically during summer orientation sessions for new and transfer students. The publication includes short articles, illustrations, letters of welcome from students and administrators, comics, and advertisements from VCU and Richmond organizations.

Pumpkin, What Do You Need?, Christine Kim

Kindergarten

No abstract provided.

Jase 5.1 Front Matter

Journal of the Arts and Special Education

No abstract provided.

Thanksgiving Prayer Walk, Calvin University

Campus Ministries Resources

No abstract provided.

Hca Healthcare Gme Orthopaedic Surgery, Hca Healthcare

All Program Promotional Materials and Information

No abstract provided.

Hca Healthcare Gme Fellowships, Hca Healthcare

All Program Promotional Materials and Information

No abstract provided.

Indiana Stem Teachers’ Perceptions Of The Shift From In-Person To Virtual Training During The Covid-19 Pandemic, Steve Heinold

Indiana STEM Education Conference

The COVID-19 pandemic brought uncertainty to Indiana teachers in 2020. School closings caused disruptions to teachers’ classroom settings, ongoing training, and social and mental well-being (Pozo-Rico et al., 2020). Indiana GEAR UP’s commitment to teacher professional development for STEM educators led to a shift from their in-person summer teacher training sessions to virtual, just months after the school shutdowns in spring 2020. Participant evaluations showed that teachers appreciated the virtual training options and were able to learn new strategies to apply to their new virtual learning spaces. The online training sessions also had drawbacks. This research brief describes recommendations to …

Studying Repeat Victimization: A Consideration Of Measurement Issues, Christi Metcalfe, Robert Brame, Tara E. Martin, Angela R. Gover

Faculty Publications

Decades of research have recognized the phenomenon of repeat victimization and its policy relevance. Although there are continuing efforts to explain the theoretical underpinnings of repeat victimization, there are still measurement-related issues that limit our understanding of the topic and ability to inform interventions, including varying operational definitions, data constraints, and sampling and nonsampling error. In this article, we review theoretical advances in the literature over the past decade, propose operationalizations that can foster greater consistency across studies, comprehensively assess the data constraints around commonly used public data sources to study repeat victimization, and empirically demonstrate how one of these …

A Form-Fitting Model For The Simulation Of Traumatic Brain Injury In Zebrafish, Abigail Armstrong

Williams Honors College, Honors Research Projects

Developing a model to study traumatic brain injury (TBI) is important as it allows for the better understanding of mechanisms underlying the disease to develop effective treatments and other strategies. Creating a realistic simulation of TBI, permits the research of different types of impacts and severities that can be seen in brain function and structure. The simulation is also valuable for monitoring progression of injuries over time and developing personalized treatment plans. Zebrafish, in particular, are prime candidates given their status as model organisms, affordability, and ease of direct observation in the research setting. Overall, efficient and accurate TBI models …

Exploring Familial Lymphoma And Chronic Lymphocytic Leukemia, Rhea Mahajan

Williams Honors College, Honors Research Projects

This project aims to investigate the familial incidence of lymphoma and Chronic Lymphocytic Leukemia (CLL) within the patient population at Gabrail Cancer Center (GCC). Using the Electronic Medical Record from the past ten years, patients with current or historical diagnoses of lymphoma or CLL will be identified and surveyed (along with using patient records, including consult notes, hospital notes, MD notes, etc.) to extract any family history of these cancers. The project will analyze clinical outcomes in these cases, and analyze whether there were multiple family members to have been affected by lymphoma or CLL (or other cancers), and see …

Indirect Calorimetry: The Effects Of Overfeeding And Underfeeding Mechanically Ventilated Patients, Hailee Schirm

Williams Honors College, Honors Research Projects

This research focuses on the effects of overfeeding and underfeeding mechanically ventilated patients in the ICU and how indirect calorimetry plays a role in improving patient outcomes. Research was pulled from eight peer reviewed sources written within the last ten years to support this statement. It includes multiple types of studies including but not limited to a retrospective cohort study, meta-analysis, review, and deterministic cost-sequences analysis. Indirect calorimetry measures carbon dioxide production and oxygen consumption to calculate energy expenditure and determine the number of calories needed to sustain one’s body. This allows us to determine the number of calories a …

Booked Up Behind Bars: The Impact Of Fiction On Incarcerated Individuals, Sydney N. Peters

Williams Honors College, Honors Research Projects

While prison education programs primarily emphasize vocational skills and functional literacy, the role of fiction in fostering personal growth remains very under-researched. This research paper explores the impact of reading fiction on incarcerated individuals, focusing on its potential to impact emotional intelligence, empathy, and behavior. Research in psychology and correctional education suggests that fiction improves cognitive empathy, emotional regulation, and social skills (Mar & Oatley, 2008; Green & Brock, 2000). I argue that it would be useful to utilize these findings for rehabilitative programming in corrections.

This study critically evaluates findings from psychological and correctional literacy research. Evidence from studies …

Monitoring A Small Network With Snmp, Dillon Taynor

Williams Honors College, Honors Research Projects

This project takes a look at the implementation of three distinct free Network Monitoring Systems (NMSs) and their usage of monitoring a small, virtualized network using the Simple Network Management Protocol (SNMP). The 3 free NMSs are PRTG, LibreNMS, and Zabbix. The network is virtualized within Cisco Modeling Labs. A literature review on relevant media is conducted alongside a review of the three NMSs based on installation difficulty, user friendliness, reporting ability, and their ability to respond to changes in the network. A brief discussion on the difference between an SNMPv2 and SNMPv3 packet is included as well.

Safehaven Security System, Natalie Gardner, Megan Valloric, Anya Vankirk, Lance Woods, Jack Kelley

Williams Honors College, Honors Research Projects

For the Honors Research Project, we were told to take a concept of a business and product and transform it into a successful business with 100 employees within five years.

Our product is called SafeHaven and is an alarm for houses that requires no monthly subscription. This product will be perfect for people who are renting and cannot make permanent changes to their home.

SafeHaven will come in two parts. The customer will put one on the door and one on the door frame. When these two are connected, it automatically sets the alarm unless told otherwise by a smartphone …

Explorations Of Social-Emotional Learning In The Arts, Lydia Boyer

Williams Honors College, Honors Research Projects

The purpose of this Honors Research Project was to explore social-emotional learning as a practice, to find effective applications for schools, to highlight the connections between the arts and social-emotional learning, and to provide useful methods for the actual implementation. There is a focus on the five main competencies of social-emotional learning which are self- awareness, social-awareness, self-management, relationship-building, and responsible decision- making skills which are translated into various class practices and art projects. Social-emotional learning is a mindset rather than merely a practice and has been practiced latently in education. Art education and social-emotional learning share congruencies in standards, …

Effects Of Soil Properties On Cp Performance, Cecilia Segretario

Williams Honors College, Honors Research Projects

This research aims to evaluate the affect of various soil properties on the effectiveness of cathodic protection (CP) in preventing underground pipeline corrosion. Metal coupons of common pipeline materials with applied CP will be mounted in several separate controlled soil environments to manipulate real world underground corrosion scenarios. Each soil environment will have different physical properties by mixing the soil with a prepared chemical solution. The physical properties to be evaluated include pH, resistivity, and moisture content. At the end of a corrosion duration, weight loss method will be used to evaluate the corrosion rate over that period. Additionally, the …

Ingestion Of Expanded Polystyrene By Procambarus Spp: A Toxicology Report, Garrik Neill Catania, Panagiotis Antonios Tsarouhas

Williams Honors College, Honors Research Projects

This project aims to be a toxicology report into the ingestion of expanded polystyrene by Procambarus spp. The goal would be to prove that ingestion of this plastic could lead to harm of the crayfish and that its presence in the environment of the crayfish could be a serious ecological problem. This project will take three groups of ten crayfish each and over a period of approximately seven weeks the crayfish will be monitored for changes due to their respective treatments. One group will serve as the control and will have nothing unique happen to them, one will serve as …

Hip Strengthening In Female Collegiate Soccer Players: Effects Of Gluteus Medius Strengthening On Biodex Balance Scores, Caitlin Bruni, Morgan Shansky

Williams Honors College, Honors Research Projects

The purpose of this study is to examine the effects of gluteus medius (Gmed) strengthening program on single leg stability in collegiate female soccer players. Given the role of Gmed in stabilizing the hip, improving its strength may reduce lower extremity injury risk. Weakness in Gmed has been linked to conditions such as Anterior Cruciate Ligament (ACL) tears and Patellofemoral pain syndrome (PFPS). This study investigates whether an 8-week strength program improves single-leg stability, measured using the Biodex Balance System. Thirty-three female soccer players (18-23 years) from The University of Akron were recruited, with 22 completing the study. Participants underwent …

Critical Analysis Of Gestational Diabetes Risk Factors: A Systematic Review, Madison Keich, Madeleine Ray, Mia Ross

Williams Honors College, Honors Research Projects

Gestational Diabetes Mellitus (GDM) is a common complication of pregnancy that causes an increased blood sugar that can affect both the mother's and baby’s health. A variety of factors can increase the risk of developing the disease, including race, socioeconomic status, and prenatal education. Each of these factors contributes to the experience of one’s maternal care. Expecting mothers may not understand how significant GDM is, and its potential to result in negative outcomes. It is important to review these factors, acknowledge them, and help reduce health disparities caused by them. Nurses are vital to assessing and delivering patient education on …

Psychological Interventions In The Work Environment And Reducing Burnout In Critical Care Nurses, Amelia Bloom, Isabella Tisevich

Williams Honors College, Honors Research Projects

Burnout is an increasing issue in the nursing field, particularly for critical care nurses. The purpose of this systematic review is to discover how the work environment impacts burnout of critical care nurses, and how different psychological interventions instituted by the workplace impact their burnout levels. The PICO question is: In critical care nurses, do work environments that provide psychological interventions compared to work environments that do not provide psychological interventions document outcomes of less burnout? The articles used within this systematic review were found using the databases Academic Search Complete and PubMed. Articles were selected based on the inclusion …

Passive Phosphorus Filtering System Design, Ryan T. Bailey

Williams Honors College, Honors Research Projects

The objective of this project is to find an efficient way to remove phosphorus from surface water through passive filtration. Specifically, the project will focus on the upper Cuyahoga River. Ongoing research being conducted by Dr. Teresa Cutright from The University of Akron and Jessica Glowczewski from the City of Akron’s Watershed Division serves as a basis for this project.

Fertilizers used in agriculture are often washed off by rainfall and enter the groundwater and nearby streams. The phosphorus contained in the fertilizer can be harmful to the environment by increasing the frequency of large algal blooms. To reduce the …