Digital Commons Network^™

Reimagining Less-Than-Truckload Pricing Development In Competitive Bid Environments With Artificial Intelligence, Lawson C. Levin

Data Science Undergraduate Honors Theses

This undergraduate thesis explores how data analytics and engineering judgment are used to support pricing decisions in the less-than-truckload (LTL) freight market. It’s based on an internship with ArcBest Corporation. It explains the company’s background, its role in the LTL market, and the responsibilities of a Pricing and Supply Chain Engineer within the Yield department.

Most of the internship was spent evaluating requests for proposals (RFPs), in which a negotiating third party provides a customer’s shipment data that must be cleaned, analyzed, and translated into a comprehensive pricing offer. Using the Data Science Analytics Process as a framework, this thesis …

Prescribing Company Action Through Machine Learning And Ai, Breck T. Husong

Data Science Undergraduate Honors Theses

The purpose of this research is to implement an OpenAI Reinforced Learning prescription-giving model for improving sales on a week-by-week basis. The data used comes from a segment of High Impact Analytics’s sales data that has been anonymized for proprietary reasons. The features among the data include inventory numbers, shipments in transit, total quantity and dollars of products sold each week for the past 2 years, all aggregated at the store-item-week level. In order to build this model, Tigramite, a causal discovery model combined with prediction models XGBoost, Linear Regression, Ridge Regression, Lasso Regression, Scikit-learn’s MLP, and Keras’s Neural Model …

A Comparative Machine Learning Framework For Identifying Ai-Generated Versus Real Celebrity Faces, Sidney Gehring

Data Science Undergraduate Honors Theses

The rapid advancements in the world of generative artificial intelligence has enabled the creation of highly realistic fictitious facial images, raising concerns about authenticity and bias in computer vision systems. This study investigates the capabilities of machine learning models to distinguish between real and artificially generated facial images across gender and race focusing on celebrity imagery. Four datasets were used against the classification model, each trained on images of a single celebrity within distinct demographic groups: White women, White men, Black women, and Black men. For each group, real images are paired with AI-generated counterparts designed to closely replicate the …

Developing Tracking Compliance Standards For Inbound Freight: A Data-Driven Industry Application At O’Reilly Automotive, Jackson Endacott

Data Science Undergraduate Honors Theses

Visibility of inbound freight is critical for managing operational efficiency, yet many organizations lack standardized compliance metrics for third-party carriers to uphold, preventing them from utilizing tracking data to make data-driven decisions. During a summer internship with the Transportation Department at O’Reilly Automotive, data inconsistencies were addressed in the Transportation Management System (TMS), and that data was utilized to create tracking compliance standards for third-party carriers. Data populated from various sources within O’Reilly’s TMS was cleaned, validated, and utilized to create a Tracking Scorecard that evaluates message transmission rates, timeliness, and errors. This tool provides actionable insights to improve tracking …

Implementing Engagement Strategies For Growth On Twitch, Chandler Gravely

Communications and Digital Media Theses

Online media sites have changed how viewers’ are taking in content in addition to how content creators engage with their audiences. One of these sites that has proven itself as the main source for live-streaming content, is Twitch. Despite how popular the site is, there is a lack of research on how individual creators can use growth and engagement methods over a period of time to help grow an audience and viewer base. This study will look at how doing so over a three-month period can provide valuable insight into expanding one’s viewer base and channel on Twitch. In order …

Making As A Method For Knowledge Production, Nithikul Nimkulrat, Camilla Groth

DRS Summer Meetings

No abstract provided.

Splitting Shores: Comparative Analysis Of Italy’S And Spain’S Reactions To Immigration, William E. Montgomery V

International and Global Studies Undergraduate Honors Theses

The divergence in public immigration sentiment between Italy and Spain, two countries with striking historical, geographic, and demographic similarities, is seen as a mystery for popular theoretical frameworks. Although both nations transitioned from net emigration to net immigration beginning in the 1970s and 1980s, Italy has consistently exhibited more negative attitudes toward immigration relative to the European average, while Spain has seen sustained improvement in immigration sentiment despite receiving immigrants at historically unprecedented levels. Employing a Most Similar Systems Design and drawing on quantitative demographic and survey data, primary legislative texts, and secondary scholarly literature, this thesis tests Group Threat …

Limerence, Social Media, And The Reinforcement Of Romantic Obsessions Across Online Contexts, Lily Lawson

Honors Projects

This project examines limerence from both a psychological and sociological perspective. The psychological component aimed to investigates whether higher limerent scores predict greater engagement in social media monitoring behaviors related to a romantic interest, and whether these monitoring behaviors are associated with increased interpretation of ambiguous social cues-failure to obtain IRB approval resulted in limitations in completing the study. The sociological component uses qualitative observational methods to examine how two Reddit communities,  r/NevilleGoddard and r/ShiftingRealities,  reinforce limerent and parasocial romantic behaviors. Findings from the qualitative analysis reveal patterns of emotional attachment, ritualized obsession, perceived reciprocation, self-insert fantasy, and escapism across …

Contents & Note From The Editors, North Carolina Civil Rights Law Review

North Carolina Civil Rights Law Review

No abstract provided.

A Response To Executive Order 14321, Latonya L. Agard

North Carolina Civil Rights Law Review

No abstract provided.

Supremacy Politics: The Coding Of Power In Artificial Intelligence (Ai), Dana G. Jones

North Carolina Civil Rights Law Review

No abstract provided.

White Predominance Is The Point, Kimberly West-Faulcon

North Carolina Civil Rights Law Review

No abstract provided.

Pyspqr: A Python Package For Density Estimation Using Deep Learning, Cameron Eddy, Reetam Majumder

Electrical Engineering and Computer Science Undergraduate Honors Theses

Splines are used for representing complex functions. In statistics, splines can be used for distributional shapes that are difficult to model by traditional parametric approaches. Ramsay (1) uses M-Spline bases to estimate continuous distributions. Semi-Parametric Quantile Regression (SPQR), developed by Xu and Reich (2), models conditional distributions where a neural network is used to estimate the basis function weights that depend on covariates. (3) implements a package for SPQR in R. We build on this by implementing a version of SPQR in Python with PyTorch. By using PyTorch, we can use more sophisticated deep learning architectures than those available in …

Evaluating The Use Of Extended Reality Technology To Improve Marching Band Conducting Patterns, Nathan R. Fuhrman

Electrical Engineering and Computer Science Undergraduate Honors Theses

Conducting pattern consistency is an essential skill for marching band drum

majors, yet developing this consistency through individual practice remains diffi-

cult without real-time feedback. This thesis investigates if the use of extended

reality technologies can be used to enhance the conducting skills of novice drum

majors. Using the Meta Quest 3’s passthrough capability, the system overlays vi-

sual feedback elements — including a 3D pattern guide, path visualization, tempo

cues, and a real-time score — onto the user’s physical environment. A within-

subjects study with seven participants evaluated eight combinations of three binary

feedback variables: pattern guide visibility, tempo …

Assessing The Impact Of Toxic Fescue Consumption During Gestation On Muscle Growth Gene Expression And Beef Color Quality Of The Offspring, Madison Blank

Animal Science Undergraduate Honors Theses

Endophyte-infected tall, toxic fescue is the most common forage for beef cattle in the southeastern U.S. However, exposure to this forage causes detrimental effects on the health of gestating cattle. The exposure to toxic fescue during gestation has been shown to impact fetal development during pregnancy and their offspring’s subsequent growth. However, limited information is currently available on the impact of this exposure on the meat quality of the offspring. Our objective is to determine how the dam’s exposure to toxic fescue during gestation impacts the beef color and quality of the final offspring.

A total of 22 animals (11 …

Assessing The Preparedness Of New Graduate Physical Therapists For Primary Care Physical Therapy Roles, Hannah Ellen Snobeck, Olivia Mavis Manuel, Rachel Jean Dukart, Samantha Marie Krogfoss, Logan Nicole Redding, Haley Paige Hase, Reese Paige Richards

Physical Therapy Scholarly Projects

Background and Purpose: The growing shortage of primary care providers in the United States has led to increased discussion about expanding the role of physical therapists (PTs) in primary care. Physical therapists have advanced diagnostic and musculoskeletal expertise that helps them succeed in these roles. This study aimed to assess how new graduates perceive their readiness to practice as primary care providers and to identify the education and experiential factors that shape this.

Methods: Using a qualitative research design guided by self-perception theory, semi-structured interviews were conducted with three physical therapists who graduated between 2022 and 2024. Participants were asked …

Transcranial Doppler Ultrasound Velocity Measurements In Children With Sickle Cell Disease In Kenya, Catherine Mwalimu, Oscar Odhiambo, Elaine Mashisia, Teresa Mwanja, Allan Ade, Maria De Vita, Katherine Oyieke, Pauline Samia, Fenella Kirkham, Samson Gwer

Paediatrics and Child Health, East Africa

Background Sickle cell disease (SCD) is the most common inherited haemoglobinopathy and poses a high public health burden in Sub-Saharan Africa. Children with sickle cell anaemia are at a highrisk of ischemic stroke, and transcranial Doppler (TCD) ultrasonography helps identify those at highest risk for primary stroke prevention.

Objective To determine the prevalence of abnormal cerebral blood flow velocity (CBFV) in children with SCD and describe CBFV in children without SCD.

Methods We conducted a two-component study comprising a retrospective review and a cross-sectional assessment. TCD measurements from 143 children with confirmed SCD aged 2–16 years were reviewed. In a …

Barriers To Effective Parent-Teacher Communication In K-5 Settings, Dylan Sawicki

Leadership Education Capstones

The purpose of this study was to examine barriers that influence parent-teacher communication in K-5 educational settings, with a focus on cultural background, communication methods, and parents’ prior experiences with educators. This study employed a quantitative research design and collected data through a nationwide Qualtrics survey distributed via email and social media platforms. Participants included parents of K-5 students. Findings suggest that most parents feel comfortable communicating with teachers and perceive cultural background and prior experiences as having minimal influence on communication. However, the data also indicate areas for improvement, particularly in the consistency, frequency, and clarity of communication methods …

Impact Of Intracranial Pressure Monitoring On 30-Day Mortality In Severe Traumatic Brain Injury: A Retrospective Cohort Study In Kenya, George Ongas, Idris Chikophe, Jacqueline Mavuti, David Olunya, Mubashir Qureshi, Beverly Cheserem, Edwin Mogere

General Surgery, East Africa

OBJECTIVE The objective of this study was to evaluate 15-year trends in epidemiology, baseline severity, management, and outcomes of severe traumatic brain injury (sTBI) at a Kenyan tertiary center, and to determine the impact of invasive intracranial pressure (ICP) monitoring on 30-day mortality in a low- and middle-income country (LMIC) context.

METHODS A retrospective quasi-experimental cohort analysis of consecutive sTBI admissions (postresuscitation Glasgow Coma Scale [GCS] score ≤ 8, age ≥ 13 years) from January 1, 2010, to December 31, 2024, was conducted. This time period was divided into two eras: era 1 (2010–2014), premonitoring, and era 2 (2015–2024), routine …

University Of Baltimore Law Review, Volume 55, Issue 3, Summer 2026

University of Baltimore Law Review

No abstract provided.

The Unitary Executive’S Removal Power, James Bernstein

University of Baltimore Law Review

No abstract provided.

Protecting Access To Rural Community Living For People With Disabilities, Rtc: Rural

Independent Living and Community Participation

RTC:Rural's 2026 research, policy, and practice summit, exploring rural home health care and ways to strengthen the direct care workforce. The summit includes a presentation by RTC:Rural researchers and a panel discussion.

The Intersection Between Adolescent Pregnancy, Mental Health Concerns, Stigma, And Sex Education, Madelon Cox

Honors Program: Senior Projects (Public)

This thesis discusses research from the past two decades focused on factors contributing to an increased risk of adolescent pregnancy and the lasting impact of that pregnancy. The consequences of being a pregnant adolescent can be compounded by race, gender, socioeconomic class, and access to education. Adolescent pregnancy also carries significant physical and mental health risk for the adolescent and the child. Awareness and various interventions can help pregnant adolescents or those who may be at risk for adolescent pregnancy to support them, prevent isolation, and reduce further negative mental health conditions, such as depression and anxiety.

Course Insight Portfolio: Math 1060 Calculus Of One Variable I, Minh Ha, Dinaniaina Florence Rafidimanantsoa, Preston Sessoms, Rishabh Shukla

Publications

The following portfolio is a representation of the course MATH 1060, Calculus I, taught at Clemson University. The contents can be broken down into 3 major components.

• The first being an analysis of the students who may typically be in the course, the prerequisites required to take the course, and what paths students have after completing the course. This analysis is based upon the course curriculum at Clemson, and as a result will likely not align with that of other universities

. • The second major component is a map of the concepts discussed in MATH 1060 as well …

Course Insight Portfolio Math 1040: Precalculus And Introductory Differential Calculus, Jessica Ayers, Morgan Hayes, Meghan Kerrick, Uthman Rasaq, Drishty Singh

Publications

This portfolio includes four primary elements. First is a document titled “Where did they come from? Where are they going?” that provides a description of the types of students who are likely to take the course, followed by the “Course Concept Map” that visually depicts the flow of topics and possible misconceptions in MATH 1040. Additionally, the “Misconceptions Overlay” document lists articles that offer interesting discussion and further insight into the ideas students may bring to MATH 1040 or develop throughout the course. Two lesson plans are included that cover “Continuity and Introduction to Classifying Discontinuities” as well as an …

An Exploration Of Aviation Safety Culture In Nigeria, Ernest N. Ogbozor, Jules Yimga, Nicholas Degarmo, Hana Marz, Kathrine Lopez, Michael Chrisman, Cedric Leon, Joao Souza Dias Garcia, Mariateresa Sestito, Harrison Debrah, Albert Obi, Chidinma Chidoka

International Journal of Aviation, Aeronautics, and Aerospace

Despite sustained regulatory reforms, infrastructural development and capacity-building initiatives, Nigeria, one of Africa’s largest economies and a key regional aviation market, continues to experience significant safety deficiencies. This study examines how national cultural norms shape safety practices and performance in Nigeria’s aviation sector. Using an exploratory mixed-methods approach, it combines a systematic literature review, structured safety culture surveys, and semi-structured expert interviews to analyze interactions among regulatory frameworks, organizational practices, and human factors. Findings show that deeply embedded norms, particularly authority gradients, rule adherence, reporting behavior, and accountability, significantly influence safety outcomes. Although leadership commitment and safety awareness appear relatively …

Multi-Population Sufficient Dimension Reduction, Xuerong Meggie Wen, Yuexiao Dong, Li Xing Zhu

Mathematics and Statistics Faculty Research & Creative Works

A novel dimension-reduction method is introduced for multi-population data. The approach conducts a joint analysis that exploits information shared across populations while accommodating population-specific effects. Unlike partial dimension reduction methods, which identify related directions across all populations, or conditional analyses conducted independently within each population, the proposed two-step procedure leverages cross-population information to enhance estimation accuracy. The methodology is demonstrated through simulations and two real-data applications.

The Evaluation Of Broiler Lines Divergently Selected For Water Conversion Ratio Under Acute And Chronic Stress, Baileigh B. Cash

Poultry Science Undergraduate Honors Theses

            The importance of water conversion ratio in broiler production influences not only bird physiology but also barn environment, litter quality, and provides potential solutions to environmental stressors. However, very little is known about how genetic selection for water conversion ratio can affect litter characteristics and performance parameters, specifically under heat stress conditions. This study evaluates the effects of genetic lines, environmental conditions, and time, on litter and bird performance characteristics in high water conversion ratio (HWCR) and low water conversion ratio (LWCR) broilers. Litter samples were collected from HWCR and LWCR broilers raised under heat-stress and thermal-neutral conditions, both before …

Reshoring In The U.S. Textile And Apparel Industry: A Systematic Literature Review, Grace Whittier

Major Papers by TMD Master of Science Students

This systematic literature review examines the renewed movement to reshore textile and apparel production to the United States in response to rising geopolitical uncertainty, supply chain disruptions, and sustainability pressures. Although interest in reshoring has grown, existing research remains fragmented, with industry reports, government documents, and academic articles often working separately instead of building on one another, creating gaps in understanding. To address this, the review synthesizes 45 peer‑reviewed articles, industry reports, and government publications published between 2010 and 2026.

Using PRISMA guidelines and purposive sampling, the study identifies key drivers of reshoring—including tariff exposure, supply chain risk, sustainability demands, …

The Cultivating Influences Of Mass Media: Portrayals Of Female Athletes In The Wnba, Reece Wassink

Senior Seminars and Capstones

The differences in how male and female athletes are represented in the media are a significant topic of scholarly interest for decades. My goals are to better understand how female athletes are positioned within the media landscape and how such portrayals may cultivate public perceptions of their athletic performance, because the sports community is powerful, influential, and historically dominated by masculine identities. This study extends the research conversation by examining the portrayal and coverage of female athletes on accounts/posts dedicated to women’s sports, especially the WNBA. This research is conducted through the observation and qualitative systematic content analysis of selected …