Digital Commons Network^™

Towards Socially Legitimized Trust In Ai-Learning Systems, Sanket Patole, Rob E. Carpenter, Reed M. Milewicz, Rose M. Baker, John R. Turner

Human Resource Development Faculty Publications and Presentations

AI-enabled learning technologies are rapidly becoming institutional infrastructure. In this context, “trust” cannot be treated as a simple user attitude or a byproduct of technical performance. We argue that durable trust in AI-enabled learning systems is fundamentally a legitimacy outcome: stakeholders must judge AI-mediated practices as appropriate, credible, and defensible within the normative and governance structures of learning environments. Building on socio-technical systems scholarship and institutional legitimacy theory, we introduce Socially Legitimized Trust (SLT), a framework that helps us understand adoption stability and contestation through alignment among three foundations: technocratic validation (credible evidence of capability, limits, and reliability), social validation …

Arkansas Soybean Performance Tests 2025, J. F. Carlin, T R. Faske, T L. Roberts, T. N. Spurlock, T. D. Swanson, R. D. Bond, J. C. Mccoy, C. J. Bulloch

Arkansas Agricultural Experiment Station Research Series

Soybean variety and strain performance tests are conducted each year in Arkansas by the University of Arkansas System Division of Agriculture’s Arkansas Crop Variety Improvement Program. The tests provide information to companies developing varieties and/ or marketing seed within the state and aid the Arkansas Cooperative Extension Service in formulating variety recommendations for soybean producers.

Epi Dataset, Nancy Tran

Finance Faculty Publications

EPI Dataset.

Mermaids In Pools: Ex-Situ Conservation As A Cornerstone For Sirenian Management Worldwide, D. N. Castelblanco-Martínez, E. A. Ramos, A. Alvarez-Alemán, F. L. N. Attademo, L. J. Cabrias-Contreras, D. Caicedo-Herrera, S. S. Landeo-Yauri, F. O. Luna, Miriam Marmontel, J. Sanchez, Carlos J. Silva, Vera Da Silva, Diogo Londero Da Silva, A. A. Mignucci-Giannoni

Faculty Publications

No abstract provided.

Unexpected Joy From Trials, Rachel Keele

Faculty Publications

No abstract provided.

At Any Age And Life Stage: A Heart That Loves Is Always Young, Beverly Matiko

Faculty Publications

No abstract provided.

Vaccination Games Of Boundedly Rational Parents Toward New Childhood Immunization, Wei Yin, Martial L. Ndeffo-Mbah, Tamer Oraby

School of Mathematical & Statistical Sciences Faculty Publications

Infectious diseases harm societies through disease-induced morbidity, mortality, loss of productivity, and inequality. Thus, controlling and preventing them is critical for public health and societal well-being. However, societies can hinder efforts to control the spread of diseases by failing to adhere to public health recommendations, such as through vaccine hesitancy. Various disease-transmission models have been utilized to help policymakers respond to (re)emerging outbreaks. The usefulness of such models in assessing the effectiveness of public health policies is significantly dependent on human behavior. This paper introduces a new model of parental behavior toward a new childhood immunization. The model incorporates societal …

Case Study Of Vocalisation Patterns In Dairy Calves Fed Twice A Day, Once A Day, And During Weaning, Lea Krump, Conor Galvin, Gearoid P. Sayers, Jim O'Mahony, Emer Kennedy

Publications

No abstract provided.

Elevating The Performance Of Software Development Teams By Leveraging Emotional Intelligence Through Improved Knowledge Sharing, Rajiv Sabherwal, Mary M. Dunaway

Information Systems Faculty Publications and Presentations

Emotional intelligence (EI) plays a crucial role in managing emotions within software development (SD) teams, which often face challenges such as stress and anxiety. EI can enhance knowledge sharing (KS) and team performance, contributing to the success of SD projects. This paper examines EI in terms of four aspects - awareness and management of own and others' emotions - and investigates how they affect KS and team performance. The study is based on survey data from 357 individuals in 86 teams at seven large companies in the United States. Multilevel modeling, specifically using Generalized Structural Equation Modeling in Stata 19, …

Evaluation Of Limestones Varying In Calcium Solubility On Egg Production Performance And Total Tract Calcium Retention In Lohman Lsl Lite Laying Hens, R. L. Drysdale, P. L. Utterback, Benjamin Parsons, J E. Emmert, C. M. Parsons

Poultry Science Faculty Publications and Presentations

Limestone is one of the primary sources of Ca in poultry diets because it is often readily available and inexpensive. The amount and availability of Ca in limestone can vary due to factors such as the origin of the rock, particle size, and solubility. It is believed that larger particles that solubilize at moderate or slow rates may be advantageous by limiting Ca-phytate interactions and increasing retention time of particles in the gastrointestinal tract, which would lead to better utilization of Ca by the bird. There were 5 limestones evaluated with 2 dietary Ca levels fed per limestone (2.65 and …

Placental Clues To Congenital Heart Disease: A Modeling Approach, Ashley S. Howard, Selina M. Tucker, Kaela Varberg

Manuscripts, Articles, Book Chapters and Other Papers

Congenital heart disease (CHD) remains the most common birth defect and a leading contributor to global infant morbidity and mortality. Early diagnosis improves outcomes, yet current screening methods frequently miss CHD during routine prenatal screening. The placenta, which develops in parallel with the fetal heart and shares critical molecular pathways, represents an underexplored diagnostic tissue. We highlight clinical, epidemiological, and mechanistic insights that link placental abnormalities to CHD and explore how imaging, in vitro models, and multiomics can improve our understanding of the placenta–heart axis. Leveraging these tools will offer opportunities for earlier CHD detection and illuminate avenues for intervention …

Defining The Society Of Pediatric Liver Transplantation (Split) Research Agenda: A Delphi Consensus Project., Sharad I. Wadhwani, Pooja Reddy Spector, Amy G. Feldman, Katryn N. Furuya, Kayla Hartjes, Chaowapong Jarasvaraparn, Beau Kelly, Stacee M. Lerret, Krupa Mysore, Arti Pawaria, Philip Rosenthal, Amy Shui, Voytek Slowik, Sarah Taylor, Jennifer Vittorio, Pamela L. Valentino, Society Of Pediatric Liver Transplantation (Split)

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Despite major advances in surgical and medical management, only one-third of pediatric liver transplant (LT) recipients remain morbidity-free at 10 years. The Society of Pediatric Liver Transplantation (SPLIT) published a research agenda over 10 years ago, and much progress has been made since then. An updated consensus-driven SPLIT research agenda could guide future research and funding priorities. We aimed to identify and prioritize key research needs across the continuum of pediatric LT care using a modified Delphi consensus approach.

METHODS: We conducted a three-round modified Delphi process among SPLIT members. In round 1, participants submitted open-ended research priorities. In …

Pharmacogenetics Of Cyp3a5 In Pediatric Patients With Eosinophilic Esophagitis., Janelle R. Noel-Macdonnell Phd, Norah Almahbub, Erin C. Boone, Wendy Y. Wang, Dilyara Cheranova, Lisa Harvey, Valentina Shakhnovich, Rachel Chevalier

Manuscripts, Articles, Book Chapters and Other Papers

Eosinophilic esophagitis (EoE) is an atopic inflammatory disease with limited treatment options. Though swallowed topical steroids are commonly used, they are not effective in all patients. We investigated the presence of CYP3A4/5 and ABCB1 (P-glycoprotein) mRNA in esophageal tissue and its differential expression by genotype in pediatric patients. Esophageal tissue biopsies were obtained from pediatric patients undergoing standard of care endoscopy. Levels of CYP3A4, CYP3A5, and ABCB1 mRNA were measured using droplet digital PCR and compared across patients with and without EoE. Genotypes for common, clinically relevant CYP3A5 variants were evaluated in a cohort of individuals with and without EoE. …

Advancing Trauma-Informed Care For Intimate Partner Violence Survivors., Maya I. Ragavan, Kimberly Randell

Manuscripts, Articles, Book Chapters and Other Papers

No abstract provided.

Glomerular Transcriptome Analysis Reveals Endothelial Disturbances In Patients With Idiopathic Nephrotic Syndrome., Sarah K. Nelson-Taylor, Jonathan Troost, Courtney Giannini, Colin Bauer, Tarak Srivastava, Jarcy Zee, Markus Bitzer, Laura Barisoni, Llse Daehn, Julie A. Dougherty, William E. Smoyer, Bryce A. Kerlin, Audrey Fetsko, Imtiazul Islam, Xin Wang, Christine Sethna, Richard J. Johnson, Carmen De Lucas Collantes, Kazunari Kaneko, Gabriel Cara-Fuentes

Manuscripts, Articles, Book Chapters and Other Papers

RATIONALE & OBJECTIVE: Idiopathic nephrotic syndrome (INS) is viewed as a podocyte-specific disease. Recent reports indicate endothelial involvement, but its significance is unclear. Here, we investigated the relationship between the glomerular expression of selected genes relevant to endothelial health and clinical markers of disease severity.

STUDY DESIGN: A cross-sectional study.

SETTING & PARTICIPANTS: Patients with INS (n = 70 minimal change disease and n = 83 focal segmental glomerulosclerosis) from the Nephrotic Syndrome Study Network cohort study and 53 control participants. Validation studies, including animal and cell culture experiments, were performed.

EXPOSURE: Gene expression analysis from micro-dissected human glomeruli. The …

Leappt: Leveraging Generative Artificial Intelligence-Pediatric Pulmonology Training. Curriculum And Content Development., Alvin Singh, Erin Khan, Mary Moffatt

Manuscripts, Articles, Book Chapters and Other Papers

After redesigning the curriculum of the pediatric pulmonology fellowship program at Children's Mercy-Kansas City, leadership continued to make changes based on feedback from a faculty survey concerned about the quality and structure of didactics. These changes included leveraging generative artificial intelligence to create a detailed course content outline containing specific objectives and study points for each subject related to pediatric pulmonology. Using the content outline as a foundational reference for learners, fellowship leadership continues to enhance the curriculum by creating testing questions, flipped classroom sessions and evaluations, and hope that these specific changes will help address decreased passing rates on …

Impact Of Cyp2d6 Metabolizer Status On Ondansetron Efficacy In Early Pregnancy Induced Nausea And Vomiting: A Case Control Study., Michelle Liu, Megan M. Shuey, Sabrina E. Holley, Darlene F. Fountain, James Jaworski, Carol Griffin, Jeewoo Kim, Melissa Stec, Sudeep D. Sunthankar, Henry H. Ong, Srushti Gangireddy, Wei-Qi Wei, Andrea Gaedigk, Digna R. Velez Edwards, Vivian K. Kawai

Manuscripts, Articles, Book Chapters and Other Papers

Real-world data investigating CYP2D6 on the efficacy of ondansetron for nausea and vomiting in pregnancy (NVP) is lacking. Evidence shows CYP2D6 ultrarapid metabolizers are at risk of ondansetron nonresponse due to increased metabolism. We conducted a retrospective cohort study of early pregnant patients on ondansetron for NVP. Genotype data for 11 CYP2D6 variants and copy number variations were translated into activity score (AS) and metabolizer status: poor (PM), intermediate (IM), normal (NM), and ultrarapid (UM) metabolizers. A total of 264 women met inclusion/exclusion criteria (99 cases and 165 controls). Multivariate regression analyses of metabolizer status and AS were adjusted for …

Mental Health Access For Youth With Disabilities In Montana, Sylvie Semanoff, Meg A. Traci Ph.D., Lillie Greiman

Disability and Public Health Publications

Nearly 1 in 5 children in Montana live with multiple chronic or lifelong health conditions, facing greater vulnerability due to reduced access to child welfare support. Youth with disabilities are need both specialized mental health care and consistent access, both of which are limited in rural Montana. This factsheet shares related data and resources.

Scratch-Induced Damage Of Doped Dlc And Mos2 Coatings—Deep Symbolic Analysis, Ming Liu, Zhitong Xu, Noraphat Yuktanan, Tang Gu, Guangan Zhang, Jinyang Jiang, Fuqian Yang, Rui Liang

Chemical and Materials Engineering Faculty Publications

Understanding contact-induced damage is of paramount importance in the analysis of the lifespan and performance of surface coatings. In this work, we investigate the effects of dopants and interlayers on the structural durability of diamond-like carbon coatings (DLCs) and molybdenum disulfide (MoS₂) coatings on stainless steel via microscratch tests. The analysis of X-ray photoelectron spectroscopy (XPS) survey spectra and Raman spectra of the DLCs shows that the ratio of sp²/sp³ (i.e., the intensity ratio of sp² to sp³ obtained via XPS) is proportional to I_D/I_G, where I_D and …

Contraceptive Autonomy Of Adolescents And Young Adults In The U.S. South: The Influence Of Healthcare Providers, Partners, And Parents, Kathleen Broussard, Laura D. Lindberg, Emily S. Mann

Faculty Publications

A growing body of research describes coercive experiences in contraceptive care in the clinic setting, a phenomenon that disproportionately constrains the contraceptive autonomy of women who are young, low-income, Black, or Latinx. Less research has examined how other social influences may constrain contraceptive use and decision-making. We examine contraceptive autonomy across three domains of interpersonal influence (healthcare providers, sexual partners, and parents) and by race (Black vs. White). Between July–September 2023, we surveyed 1207 Black and White adolescents and young adults (AYAs) assigned female at birth living in five southern states. Over half of all respondents reported feeling social pressure …

Epanorama March 2026, Southern Adventist University

Panorama Parent Newsletter

This digital issue of Panorama includes an article about a Southern student winning a branding contest for the City of Collegedale, BCU Night, ADDY Awards, and the CFA Challenge.

A Phenomenological Study Of Teacher And Student Experience Within A Community Of Inquiry: Utilizing Wonder-Infused Pedagogy In An Elementary Outdoor Classroom, Andrew Gilbert, Steph N. Dean

Publications

This interpretive phenomenological study explores how wonder-infused pedagogy, enacted within an elementary outdoor classroom, supported the development of a community of inquiry. We position the community of inquiry as the overarching framework for cultivating social, cognitive, and teaching presence; wonder as the pedagogical driver; and outdoor learning as the authentic context for engaging in science practices. In response to schooling contexts that often privilege testing and individual achievement over collaborative inquiry, we examined an eight-week outdoor wonder project with third- through fifth-grade students. Data sources included group interviews, student journals, teacher reflections, and photographs. Students engaged in weekly wonder journaling …

Academic Freedom And Collective Bargaining: A Joint Report By The National Center For The Study Of Collective Bargaining In Higher Education And The Professions And The Aaup’S Center For The Defense Of Academic Freedom, William A. Herbert, Isaac A. Kamola, Timothy R. Cain, Erin Ward, Anita Levy, Kathryn Ritchie, Ariana Gonzalez

Publications and Research

This is a joint report by the National Center for the Study of Collective Bargaining in Higher Education and the Professions at Hunter College (National Center) and the Center for the Defense of Academic Freedom (CDAF) at the American Association of University Professors. It presents excerpts from forty-five collective bargaining agreements in higher education to demonstrate the wide range of ways academic freedom is defined in contracts, or not, and how the negotiated definitions incorporate, quote, follow, mirror, or deviate from the principles set forth in the 1940 Statement of Principles on Academic Freedom and Tenure (hereinafter 1940 Statement).

A Data-Guided Analytical Framework For Assessing The Value Of Additional Variables In Heart Transplant Decision Making, Ali Dag, Hamidreza A. Dolatsara, Abdullah Asilkalkan, Joseph Ekong, Kamil Ciftci, Ugur Kucuk, Ozlem Cosgun

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

Heart transplantation is a life-saving procedure for patients with end-stage heart failure. The United Network for Organ Sharing (UNOS), which administers the US organ allocation system, substantially expanded the number of clinical and demographic variables collected in its database in 2004. This study examines whether these newly added variables improve the ability to predict survival outcomes for patients on the heart transplant waiting list. An information-gain-based feature selection approach, supported by an extensive review of prior studies, was combined with survival analysis and regularized regression to identify the most influential predictors. Using the selected variables, several classification models, including tree-augmented …

A Data-Guided Analytical Framework For Assessing The Value Of Additional Variables In Heart Transplant Decision Making, Ali Dag, Hamidreza Ahady Dolatsara, Abdullah Asilkalkan, Joseph Ekong, Kamil Ciftci, Ugur Kucuk, Ozlem Cosgun

School of Business

Heart transplantation is a life-saving procedure for patients with end-stage heart failure. The United Network for Organ Sharing (UNOS), which administers the US organ allocation system, substantially expanded the number of clinical and demographic variables collected in its database in 2004. This study examines whether these newly added variables improve the ability to predict survival outcomes for patients on the heart transplant waiting list. An information-gain-based feature selection approach, supported by an extensive review of prior studies, was combined with survival analysis and regularized regression to identify the most influential predictors. Using the selected variables, several classification models, including tree-augmented …

Bonderson Workbench, Han Xu, Aidan Robleto, Sean Murphy, Victor Duran

Mechanical Engineering

This project redesigns the existing creative workbenches in Cal Poly's Bonderson High Bay to improve mobility and functionality for students and staff in the Mechanical Engineering Department.

Fsae Bespoke Brake Calipers For Hub Motor Architecture, Connor William Vaughan, Liam Upton Walsh, Bradley Brian Kern

Mechanical Engineering

Brakes are the most critical safety system on any performance vehicle, and as Cal Poly Racing transitions their Formula SAE car from a single rear motor to a four-in-wheel motor setup with regenerative braking, the team identified an opportunity to develop a bespoke brake caliper tailored to their specific needs. This document outlines the research, design, manufacturing, and validation of custom front brake calipers designed to improve upon commercial motorcycle calipers in key areas such as serviceability, mounting rigidity, thermal behavior, mass, and hub motor integration. The resulting design is a two-piece, four-piston, radially-mounted aluminum caliper featuring titanium pistons, toolless …

Semi-Automated Oxide Etch System, Chloe Dodson, Andrew Korpela, Bobby Machado, Thomas Slayton

Mechanical Engineering

This document presents the scope of work for the senior design project titled Semi-Automated Oxide Etch System. This project arose from the need to improve the current method the microfabrication laboratory at Cal Poly uses to lower 100-mm diameter silicon wafers into a hydrofluoric acid solution to remove layers of oxidation. The goal of this project is to create a system where silicon wafers can be safely loaded into a holder and lowered at reliable time and depth increments into hydrofluoric acid. In this scope of work, we will present the relevant background research we have conducted, the specific objectives …

Clark Memorandum: Spring 2026, J. Reuben Clark Law School, Byu Law School Alumni Association, J. Reuben Clark Law Society

The Clark Memorandum

• Going Forward with Religious Freedom and Nondiscrimination
• Saving Our Democracy
• Contention Is of the Devil; Confrontation Is of God
• Mystery, Faith, and Law

Development And Evaluation Of The Interdisciplinary Graduate-Level Experiential Global Aging Education Program In The United States: A Case Of The Gerontology In Japan Course, Takashi Yamashita, Flavius R W Lilly, Diane B. Martin, Mio Kamijo

Journal of Global Education and Research

The cultural competence of the workforce is increasingly important due to global population aging and the growing diversity of the older population. Experiential learning, particularly through study abroad programs, is a known strategy to enhance these competencies; yet such training remains uncommon in higher education, especially at the graduate level. While the United States is currently a relatively young country with 17% of its population aged 65 years and older, the percentage is projected to increase to more than 21% by the end of this decade. Recognizing the value of learning from a super-aged society, a two-week study abroad course …