Digital Commons Network^™

Interpretable Machine Learning For Bridge-Pier Scour Prediction And Flood Resilience, Adil Khan, Dalya Ismael

Engineering Technology Faculty Publications

Bridge-pier scour is a leading cause of flood-induced bridge failure, yet practice still lacks transparent, physics-informed tools that link data-driven prediction with design guidance. This study develops an interpretable, physics-aware machine-learning framework to predict equilibrium scour depth and translate those predictions into actionable strategies for flood-resilient infrastructure. Using the 2014 U.S. Geological Survey Pier-Scour Database (569 laboratory cases), five models: Gradient Boosting, AdaBoost (Tree), XGBoost, Gaussian Process (RBF kernel), and Kernel Ridge (polynomial), were trained and evaluated with K-fold cross-validation. Model performance was evaluated using R², RMSE, and MAE. Gradient Boosting performed best, achieving training and testing R² of 0.99 …

Histotripsy Process Improvement, Jordan Van Durme

Publications 2026-present

No abstract provided.

Decreasing Risk Factors For Post-Intensive Care Syndrome Using Nurse-Led Rounds And A Novel Icu Liberation Bundle, Jennifer Kepler, Kenneth Moller

Publications 2026-present

Background: Critically ill patients are more likely to survive today than at any other time in history. As more patients recover from critical illnesses, however, many experience health impairments known as post-intensive care syndrome. The Society of Critical Care Medicine developed the ICU Liberation Bundle to decrease the risk of post-intensive care syndrome.

Problem: An audit of 100 patient charts identified complete ICU Liberation Bundle documentation in only 20% of eligible patient days, highlighting the need for increased consistency in bundle implementation. Since the ICU Liberation Bundle addresses modifiable post-intensive care syndrome risk factors, lack of consistency implementing bundle interventions …

Professional Quality Of Life Among Medical Surgical And Telemetry Registered Nurses, William Lim, Emy-Lee Marie Anglo Ricafrente, Jenny Carrillo

Publications 2026-present

No abstract provided.

Mirror, Mirror On My Screen, Can You Feel Like A Human Being?, Lauren A. Newell

Scholarly Works

No abstract provided.

Color-Blind Resilience: How Uniform Climate Standards Reproduce Environmental Inequality In The Rockaways, Aaryan M. Nair

Publications and Research

This paper examines how ostensibly uniform climate resilience standards can reproduce environmental inequality in socially uneven landscapes, using the Rockaway Peninsula in New York City as a critical case study. While flood-resistant building codes, zoning regulations, and insurance frameworks are designed to provide equal protection across flood-prone areas, this analysis argues that their “color-blind” application obscures and intensifies underlying disparities in financial capacity, housing conditions, and tenure. Drawing on environmental justice (EJ) theory, the paper identifies two key mechanisms through which inequality is reproduced. First, “code without capacity” demonstrates how uniform technical standards—such as elevation requirements under NYC Building Code …

Appendices A, B, C, D, & E For "In Their Own Words: Qualitative And Quantitative Analyses Of What Students, Staff, And Faculty Say About Vertical Transfer", Alexandra W. Logue, Vita Rabinowitz, Kerstin Gentsch, David Wutchiett, Barbara Condliffe, Sophia Sutcliffe, Yoshiko Oka, Stephanie Abbeyquaye, Rhina Torres, Nayeon Yoo, Kyle Du

Publications and Research

Deposited here are the Appendices (A, B, C, D, & E) for an article to be published in 2026 in Journal of Postsecondary and Student Success. The abstract of this article is:

This research analyzed higher education constituencies’ statements about vertical transfer (student transfer from community to bachelor’s colleges). Data consisted of both focus group excerpts involving dozens of students, staff, and faculty, and of answers to open-ended survey questions completed by thousands of students and faculty. Results were generally consistent using both qualitative (topic identification) and quantitative (bigram frequency and sentiment analysis) analyses. The results were also compared …

Gendered Resistance: Women’S Strategies Against Military Dictatorships, Argentina And Chile, Maricarmen Canales-Moreno

Publications and Research

This article compares the Madres de Plaza de Mayo in Argentina and the Agrupación de Familiares de Detenidos Desaparecidos (AFDD) in Chile to examine how women transformed their identities as mothers, wives, and daughters into strategies of political resistance under military dictatorship. It argues that maternal imagery, public mourning, and the transformation of private grief into collective defiance enabled women-led human rights organizations to challenge authoritarian regimes while strategically drawing on gender roles those regimes sought to enforce. The article traces the emergence of both organizations, their occupation of public space, hunger strikes, legal action, and engagement with international human …

Prepregnancy Overweight And Obesity In Kuwait Birth Cohort Study, Abdullah Al-Taiar, Ali H. Ziyab, Eelaf A. Husain, Maryam M.Y. Mohammad, Maryem A. Shamsah, Noor Salah Alali, Reem Sharaf-Alddin, Majeda S. Hammoud

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Objectives: This study aimed to estimate the prevalence of prepregnancy obesity and overweight, and to identify a set of sociodemographic factors that could guide weight management interventions for women prior to conception.

Design, Sample, and Measurements: Pregnant women (N = 989) were recruited in the Kuwait Birth Cohort Study during the period June 2017 to February 2020. Prepregnancy weight and height were self-reported, while current weight and height were measured in a standardized procedure. Data on sociodemographic factors were collected through face-to-face interviews conducted by a trained data collector. Multinomial logistic regression was used to investigate the association between sociodemographic …

Prevalence Of Dengue Infection In Bangladesh: A Systematic Review And Meta-Analysis, Md. Estiar Rahman, Abdullah Al-Taiar, May Salama, Michele A. Kekeh, Ahmed N. Albatineh

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Objective: 

To estimate the pooled prevalence of dengue infection in Bangladesh.

Methods:

Literature search was conducted across PubMed, Web of Science, and Hinari between December 2024 and April 2025, supplemented by references searching. The Joanna Briggs Institute checklist was used for evaluating study quality. A random effects meta-analysis of proportion, including subgroup analyses, was performed with R software (version 4.5.1).

Results:

Out of 2 087 records, 28 studies were included. The pooled prevalence of confirmed dengue infection among clinically suspected patients was 49.3% (95% Cl 36.1-62.6), with a significant high heterogeneity (I²=99.2%, τ²=1.81, P< 0.001). Stratified analysis showed a pooled prevalence of 47.9% (95% Cl 34.0-62.2, I2=99.1%, …

Understanding Cancer Information Burden And Quality Concerns: The Roles Of Medical Statistics Literacy, Online Health Information Confidence, And Social Media, Aditya Chakraborty, Sikta Das, Amy Myat Phyo

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Understanding factors shaping perceptions of cancer-related information is important for public health communication. This study examined associations of three information-related predictors, understanding medical statistics, confidence in online health information, and difficulty interpreting social media information, with two outcomes: cancer information was too hard to understand (CTU) and concern about cancer information quality (CCQ). Data came from the 2022 Health Information National Trends Survey. The cross-sectional study included 1972 participants. Survey-weighted univariable and multivariable logistic regression models assessed associations between the three predictors and CTU and CCQ, adjusting for sociodemographic characteristics, health insurance, and cancer history. LASSO logistic regression, random forest, …

Teacher Perceptions Of School Leadership: Trust, Fairness, And Support As Predictors Of Student Achievement, Kevin Hub, Trevor Smith

Journal of Excellence in College Teaching and Learning

This descriptive, nonexperimental quantitative study examined the relationship between staff–leadership working conditions and student achievement variables in Kentucky high schools. This research makes use of extant data from the Impact Kentucky Working Conditions Survey for the 2023-2024 school year. The researchers particularly studied the correlation between teacher perceptions of trust, fairness, and support from principals and student achievement in the Kentucky Summative Assessment (KSA). Teacher perceptions of working conditions were generally favorable, though trust and perceptions of school leadership emerged as weaker areas. Correlation analyses indicated only weak, nonsignificant associations between leadership working conditions and student achievement variables at the …

Deepseek And The First Amendment: Assessing The Eighth Circuit And Missouri’S Legal Impact On Open-Source Ai, Alvin Hoi-Chun Hung

Missouri Law Review

The rise of open-source generative artificial intelligence (AI) models presents new challenges for First Amendment jurisprudence. Although computer code has been recognized as protected speech, the emergent nature of AI-generated outputs complicates the boundary between human expression and machine autonomy. This Article examines the constitutional and regulatory implications of compelled disclosures and content filtering, situating the analysis within the precedent of the Eighth Circuit Court of Appeals and recent actions by the Missouri Attorney General targeting algorithmic opacity under consumer protection law. It further examines the limitations of Section 230 of the Communications Decency Act in addressing liability for autonomous …

Students Shouting Louder Than School Bells: An Analysis Exposing Anti-Youth Rationales In Federal Courts, Edward D. Scott Jr., Christopher L. Mathis

Missouri Law Review

In a paradigm-shifting departure from conventional First Amendment analysis, this study is the first empirical examination of First Amendment rights, spanning every level of the federal judiciary, for students in public schools. Departing from conventional narratives, our scholarship examines how the federal court adjudicates the nuances surrounding the First Amendment within public K-12 educational institutions.

No Thanks, Just Looking: A Post-Transunion Analysis Of Session-Replay Surveillance And Historical Privacy Harms, Maggie N. Munsterman

Missouri Law Review

The constitutional doctrine of standing serves as a gateway to the federal courthouse, filtering out claims that lack a personal, concrete stake in the outcome. In privacy litigation, the alleged injuries may feel deeply personal but are often intangible and statutory. Amidst this tension, the injury-in-fact requirement of Article III has proven particularly thorny. The Supreme Court’s decisions in Spokeo, Inc. v. Robins and TransUnion LLC v. Ramirez set forth a framework requiring a “concrete” injury that bears a “close relationship” to harms traditionally recognized in American law. Yet, lower courts’ interpretation of this mandate varies considerably, especially in the …

The Crimmigrators, Juliet P. Stumpf

University of Colorado Law Review

No abstract provided.

Borders And Belonging: Keynote Address At The 2025 Ira C. Rothgerber Jr. Conference On Immigration & National Borders, Hiroshi Motomura

University of Colorado Law Review

No abstract provided.

Courting Chaos In Market Competition: Combatting Defendants’ Incentive To Sabotage Divestiture In Antitrust Cases, Emma Wolters

University of Colorado Law Review

No abstract provided.

Defending Imperfect Victims From Self-Managed Abortion Criminalization: Why Evidence Of Intimate Partner Violence Matters, Sara L. Ainsworth, Leigh Goodmark

University of Colorado Law Review

No abstract provided.

Unconstitutional Cyberpunks: The Dubious Conspiracy Backdoor To Federal Cybercrime Venue, Connor Hagan

University of Colorado Law Review

No abstract provided.

Cyberattacks, Modern Sovereignty Violations, And The Disadvantage To Developing States, Colleen Garcia

University of Colorado Law Review

No abstract provided.

Hyena Den Distribution, Human-Hyena Interactions And Mitigation Strategies In The Greater Amboseli Ecosystem, Katherine Elizabeth Davis Matczak

Honors Theses and Capstones

The Spotted Hyena (Crocuta crocuta) is a prevalent predator across Africa, recognized for their noticeable gait and powerful jaws which enable them to maul and scavenge on prey. Due to human population growth and encroachment onto wildlife territory, the overlap between human settlements and hyena den sites has become a growing concern, particularly regarding livestock predation. Livestock is intrinsic to livelihoods across Africa, with most individuals deriving their livelihoods from pastoralism. This paper provides an evaluation of den proximities to communities, hyena diet preference, human-hyena conflict/attitudes, and mitigation strategies used to protect hyenas, livestock, and the people. Results …

Gendered Coverage In Sports Media: An Analysis Of Espn’S Representation Of Women’S Sports, Abigail C. Leonard

Honors Theses and Capstones

Despite growing participation in women’s sports, media coverage continues to reflect significant gender disparities. This thesis examines how ESPN, as a leading sports media network, contributes to the construction of gendered narratives through its coverage of women’s sports and female athletes. Drawing on framing theory, agenda-setting theory, and social identity theory, this study analyzes headlines, visuals, language, narratives, and broadcast patterns to explore how meaning is constructed in sports coverage.

The findings suggest that while coverage of women’s sports has increased, it often remains positioned as secondary to men’s sports. Female athletes are more frequently described using language that emphasizes …

The Cost Of Defense: Labor And Construction Of 10th Century Danish Fortifications, Noah James Eckert

Honors Theses and Capstones

No abstract provided.

The Influence Of Ai Tool Dependence On Students’ Perceived Preparedness And Confidence In Higher Education, Julia Fichera

Honors Theses and Capstones

As AI tools are becoming more integrated in higher education, how these tools may impact students’ perceptions of their own independent writing and communication skills has been questioned. This study seeks to understand how reliance on AI writing tools in higher education influences students’ perceived preparedness and confidence in their independent writing and communication skills. Survey data was collected from 102 university students; after removing incomplete entries, 99 responses were included in the final analysis. The data was analyzed using descriptive statistics, Spearman correlations, and Mann-Whitney U tests.

The tests reveal that greater AI reliance is associated with lower self-perception …

Exploring The Effects Of Voluntary Wheel Running On Inhibitory Control, Ava Prieto

Honors Theses and Capstones

Inhibitory control, a central component of executive function, is the ability to suppress unwanted actions in response to a stimulus (Verbruggen et al., 2014; Verbruggen et al., 2019) and is one of the best indicators of executive task management as well as the ability to prevent unwanted prepotent responses. This capacity is essential for goal specific behavior and for responding flexibly to challenges. The present study examined the effects of voluntary wheel running on inhibitory control in two cohorts of Long-Evans rats using a rodent variant of the canonical stop-signal task. We found that rats with access to an active …

A Wound Upon The Union: John Quincy Adams And The Treaty Of Indian Springs, Spencer Peacock

Honors Theses and Capstones

This thesis examines the crisis that developed after US president John Quincy Adams signed, then disavowed (allegedly over moral concerns), the fraudulent 1825 Treaty of Indian Springs with the Creek Indian Nation. The thesis probes Adams' motives during the Treaty of Indian Springs crisis, and seeks to connect the crisis to the evolution of US federal Indian policy in the 1820s, prior to the mass Indian removal of the 1830s.

When Does Sexual Image Exposure Constitute Child Sexual Abuse?: Definitional Inconsistencies, Paige B. Kenny

Honors Theses and Capstones

The following review examines how youth exposure to sexual images online is conceptualized and measured as abusive within epidemiological research on online child sexual abuse (OCSA). As digital environments reshape sexual socialization, scholars debate whether and when exposure to sexual content constitutes abuse. To address this issue, this study conducts a qualitative content analysis of 27 survey items drawn from 20 empirical studies of youth online experiences. Survey questions about sexual image exposure were coded across four dimensions: volition, personalization, image or text, and explicitness. Findings reveal significant definitional inconsistency. Many studies rely on ambiguous terms such as “sexual” or …

Novel Socially Assistive Robot For Alzheimer's And Dementia Home Care; Lived Experiences Of Families, Audrey V. Downs

Honors Theses and Capstones

Informal caregivers for individuals with Alzheimer’s disease and related dementias (ADRD) typically experience high levels of subjective caregiver burden due to strenuous role demands, notably the need to provide frequent reminders and 24/7 monitoring to address care recipient cognitive decline. The purpose of this study was to understand the lived experiences of informal caregivers using a novel Socially Assistive Robot (SAR) to care for individuals with ADRD in a home setting and evaluate SAR impact on caregiver subjective burden. SARs are autonomous, interactive devices that can provide timed reminders and monitor home environments, potentially alleviating some caregiver role demands and …

Evaluating The Use Of Precision Technology To Understand Differences Between Ketotic And Non-Ketotic Jersey Cows, Emily Kathryn Palermo

Honors Theses and Capstones

No abstract provided.