Digital Commons Network^™

Gc Minutes 2025-12-01, Northern Illinois University

Graduate Council Archives

No abstract provided.

Large Language Models As Machines Of Beauty: Cognitive Averaging, Latent Space Geometry, And The Entropic Foundations Of Aesthetic Preference, Daniel Plate, James Hutson

Faculty Scholarship

This study advances the position that large language models (LLMs) and human perceptual systems are governed by a shared computational drive toward prototypicality, entropy reduction, and aesthetic coherence. Drawing on developmental evidence that infants exhibit early preferences for facial symmetry and averageness, the analysis situates aesthetic preference within broader research on processing fluency and predictive coding, emphasizing that biological perception rewards stimuli that reduce uncertainty and support efficient information compression. This foundation is used to examine how LLMs, through cross-entropy optimization, perplexity minimization, and latent space clustering, converge on high-density representational regions that operate as statistical prototypes of linguistic and …

Transportation Practitioners' Reflections On Addressing Transportation Barriers For Vulnerable Populations In Nebraska, Aysan Esmaely

Community and Regional Planning Program: Theses

This study examines transportation planning practices and challenges in Nebraska, with particular attention to how planners and agencies address the needs of vulnerable populations. Using a qualitative approach, thirty-five transportation planners, practitioners, and service providers were interviewed. Participants were selected based on their professional in transportation planning and service delivery. The study explores what institutional and funding barriers planners and practitioners face, and what strategies they consider most effective for improving access and inclusion. Findings reveal that limited funding, fragmented authority, and the absence of a coordinated regional planning framework significantly constrain transportation development across Nebraska. While metropolitan areas such …

The Artful Aging Project, Maria Carmelita Fernandez, Sah'neya Fryer, Kathleen Morris, Maya Price

ELMSN E-Portfolio. A collection of Scholarly and Creative Works

As the older adult population in Sacramento County continues to expand, addressing age-related declines in fine motor function, cognition, and social well-being has become increasingly critical. Such declines can compromise activities of daily living, reduce independence, and exacerbate risks associated with social isolation. Evidence suggests that art-based interventions may mitigate these effects by enhancing motor coordination, promoting social engagement, and stimulating cognitive processes. The Artful Aging Project was designed to evaluate the effectiveness of structured art activities in improving fine motor skills and social wellness among older adults served by the Stanford Settlement Neighborhood Center (SSNC). Grounded in community-based participatory …

The Impact Of Awake Prone Positioning In The Patient With Covid-19, Ellie Butsch, Margo Halm, Ann Alway, Eliza Burkholder, Julia Koos

Nursing & Health Sciences Research Journal

Background: Prone positioning has been shown to improve clinical outcomes for sedated, mechanically ventilated individuals with moderate to severe respiratory illnesses. Some studies also show potential benefit to awake individuals with COVID-19.

Objectives: The primary aim of this study was to investigate if hospitalized non-critically ill individuals diagnosed with SARS-CoV-2 who engage in frequent proning are more likely to have improved outcomes compared to non-proning individuals.

Methods: A retrospective cohort design was used to assess outcomes associated with awake prone positioning. A convenience sample was used to select two cohorts of individuals admitted with COVID-19 from April 2020-March 2021. Cohort …

Utep Oer Newsletter December 2025, Maria Teresa Torres, Inspire

OER Newsletters

No abstract provided.

Fisheries Research Report No. 362: Characterising Essential Benthic Habitats And Environmental Drivers Of Fishery Recruitment In The Exmouth Gulf Prawn Managed Fishery, Scott Evans, Nick Konzewitsch, Rachel Marks, Renae Hovey, Gary A. Kendrick, Lynda M. Bellchambers

Fisheries Research Reports

Fisheries management relies on the development and evolution of effective assessment and monitoring techniques that are applicable in a range of fishery contexts (Fletcher et al., 2016; L. M. Robinson et al., 2021). The assessment of fish habitats and environmental drivers that influence recruitment is central to sustainable fisheries management (de Lestang et al., 2010; Galindo-Cortes et al., 2010; Gao & Wang, 2021). Western Australia conducts robust fishery-specific monitoring and assessment programs to ensure the sustainable use of its aquatic resources (Newman et al., 2023). However, few long-term datasets exist that directly monitor critical fish habitats and environmental conditions that …

The Role Of Forgiveness In Health And Healthcare: Perspectives From Graduate Nursing Students And Faculty At A Private Faith-Based University In The United State[S], Rachel A. Joseph, Shanna W. Akers, Jichan J. Kim

Faculty Publications and Presentations

No abstract provided.

Performance And Policy Review: Does Connecticut’S Open Choice Program Provide Equitable Opportunities To Underserved Students?, Jacob S. Carson, Gazi M. Duman

Pennsylvania Economic Review

The intent of Connecticut’s Open Choice Program is to offer underserved urban students the opportunity to achieve equitable educational outcomes by attending higher-quality public schools. As students transfer to schools that theoretically have more resources, increased educational achievement growth is expected. Additionally, with the implementation of the state exam, Smarter Balanced Assessment, student growth metrics have been introduced in state reporting. Examining student growth is a better measure for school quality than achievement levels. To understand the impact of Open Choice Program, a multiple regression analysis is applied to multiple imputed aggregate data to determine the relationship between school choice …

(R2120) Flexible Group Service Map/Ph/1 Queueing Model With Working Vacation And Optional Service, G. Ayyappan, S. Kalaiarasi

Applications and Applied Mathematics: An International Journal (AAM)

There are many uses of queues, where services are provided in groups; these types of queues are widely studied in the literature. In this paper we examine a particular queueing model wherein the services are provided in groups and the group size may be less than or equal to the size initially fixed. The arrival follows a Markovian arrival process. The service time of each individual customer follows phase type distribution. The maximum of each customer’s individual service time within a group is defined as the group’s service time. At the service completion moment if there are fewer customers than …

Cv: Daisy Sherry (Nursing), Daisy Sherry

Nursing Department Faculty Curricula Vitae

No abstract provided.

Molecular Pathway Dysregulation In Chronic Liver Disease: Metabolic And Mechanotransductive Drivers Of Hepatic Pathophysiology, Samantha Harvat

Department of Chemical and Biomolecular Engineering: Dissertations, Theses, and Student Research

Metabolic dysfunction–associated steatotic liver disease (MASLD) represents a rapidly growing cause of chronic liver injury, yet the molecular interactions linking metabolic stress, inflammation, fibrosis, and hepatocellular carcinoma (HCC) remain incompletely defined. This thesis integrates transcriptomic analyses across multiple GEO datasets to identify coordinated metabolic, inflammatory, and mechanotransductive pathways that collectively drive disease progression.

Analysis of human liver biopsy datasets (GSE126848 and GSE89632) revealed consistent suppression of glycolysis, β-oxidation, and oxidative phosphorylation across MASLD and MASH samples, accompanied by modest compensatory TCA cycle activation. These alterations reflect impaired metabolic flexibility, mitochondrial stress, and increased ROS susceptibility. Concurrently, cytokine-network enrichment demonstrated activation …

Curb Their Enthusiasm: Controlling The Discretion Of Creative Prosecutors, Scott A. Schumacher

The University of New Hampshire Law Review

No abstract provided.

The Pathos Of Success: A Demonstration Of Text Analytics Correlating Plaintiff Use Of Sentiment Words With Litigation Success, Chantalle R. Forgues, Daniel S. Lee

The University of New Hampshire Law Review

No abstract provided.

An Evaluation Of Virtual Supervision Effectiveness Within Department Of Veterans Affairs (Va) Health Professionals Training Programs, Linda M. Kawentel, John P. Donnelly, Kaylee W. Burgan, Gezan M. Yahya, Joanna S. Doredla, Jessica L. Johnson, Kimberly Falco, Marjorie A. Bowman, John Byrne, Nicholas W. Bowersox

Population and Public Health Sciences Faculty Publications

Background Limited information exists on whether virtual training is equivalent to traditional in-person training in supporting the development of clinical providers. Methods A multi-site evaluation using survey methods was conducted with a multidisciplinary group of health professions trainees and supervisors within the Veterans Health Administration to assess the equivalence of two supervision modalities – exclusively in-person supervision and supervision incorporating at least some virtual supervision – on trainee clinical competency development, trainee preparedness to respond to patient emergencies, and effective trainee/supervisor working relationships. Results Trainees who experienced some virtual supervision rated their clinical competency levels as higher than trainees with …

Behind Closed Doors, Beyond The Cell: Supporting Children Of Incarcerated Parents, Averi R. Amaro

Honors Program Theses and Research Projects

This study examines the overlooked population of children affected by parental incarceration and evaluates intervention programs designed to support them. Grounded in Labeling Theory (Becker, 1963), Self-Fulfilling Prophecy (Merton, 1948), and the Restorative Justice framework (Zehr, 2002), this study explores how stigma, expectation, and repair shape the outcomes for the youth affected by parental incarceration. Drawing from qualitative and quantitative research, it analyzes the emotional, social, and educational effects of incarceration on families, identifying protective factors such as attachment, mentoring, and community support that mitigate delinquency risks. Program evaluations of Girl Scouts Beyond Bars, Parenting Inside Out, Project Avary, and …

Lived Experiences And Educational Needs Of Women With A History Of Preeclampsia: A Qualitative Phenomenological Study In Indonesia, Fitriana Fitriana, Ani Kristianingsih, Nopi Anggistaputri

Journal of Asian Midwives (JAM)

Background: preeclampsia (PE).\ is one of the leading causes of maternal morbidity and mortality worldwide Many pregnant women fail to recognize early warning signs of the condition despite attending antenatal care, for reasons such as limited understanding of PE symptoms and/ or inadequate communication of health information by healthcare providers. Women with a previous history of PE are particularly vulnerable and require targeted educational support during subsequent pregnancies.
Methods: Eight pregnant women with a documented history of PE in their second or third trimester participated in in-depth semi-structured interviews using an interpretative phenomenological technique.  To ensure credibility and reliability, the …

Factors Associated With Emergency Hospitalization Of Kidney Disease Patients In A National Hospital Kenya., Dorcus Miyombe

MSc in Advanced Practice Nursing

Introduction: Emergency hospitalizations among End Stage Kidney Disease (ESKD) is a major global health burden, with low- and middle-income countries in sub-Saharan Africa (SSA), experiencing the highest rates of morbidity and mortality. Limited resource, economic burden, and insufficient health infrastructure were the main challenges. Emergency hospitalizations at Kenyatta National Hospital remains high due to systemic gaps and poor continuity of care. Prerenal, intrarenal, post-renal injuries, as well as any combination of these, are the primary causes of ESKD. There are stipulated guidelines for ESKD patients’ management however, realization of these goals has not been achieved leading to hospitalization KDIGO …

Community Health Promoters’ Experiences In Mitigation Of Cardiovascular Diseases In Lari Sub-County - Kiambu County, Kenya, Emily Njeri Muchina

MSc in Advanced Practice Nursing

Background: Cardiovascular diseases (CVDs) are a rising public health issue in low- and middle-income countries, including Kenya, where there is an escalation of their deaths and preventable risk factors. Community health promoters (CHPs) have a crucial role in the prevention of CVDs. Yet, low knowledge of CVD prevention and low detection of CVD risk factors characterise most underserved communities in Kenya. Little has been documented about CHPs' experiences in mitigating CVDs despite the presence of multilevel barriers and facilitators that can shape their experiences.

Aim: To gain an in-depth insight into the experiences of CHPs in mitigating CVD …

Predictors Of Complications Among Adult Patients Diagnosed With Type 2 Diabetis Mellitus At Thika Level Five Hospital, Kenya, Bernard Wambua Mbithi

MSc in Advanced Practice Nursing

Introduction: Despite advances in the management of Type 2 diabetes mellitus (T2DM), anecdotal reports from Thika Level Five Hospital indicate that patients still present with diabetes mellitus-associated complications. Therefore, this research aimed to determine the predictors of complications among adult patients diagnosed with T2DM in the hospital.

Methodology: Analytical cross-sectional design was utilized in this research. To select the respondents, purposive sampling was used to recruit six nurse managers and their deputies (making a total of 12 nurses), while 294 patients in the clinic were recruited using systematic sampling. Purposive sampling was also used to recruit 15 patients …

Elucidating The Role Of Marine Benthic Carbon In A Changing World, Cristina Schultz, Jessica Y. Luo, Damian C. Brady, Robinson W. Fulweiler, Matthew H. Long, Colleen M. Petrik, Jeremy M. Testa, Heather M. Benway, David Burdige, Marta M. Cecchetto, Isa Elegbede, Natalya Evans, Alexandra Frenzel, Kayla Gillen, Lisa C. Herbert, Heidi K. Hirsh, Gennadi Lessin, Lisa Levin, Kanchan Maiti, Sairah Malkin, Sarah L. Mincks, Stanley Nmor, Anh Pham, James Pinckney, Christophe Rabouille, Shaily Rahman, Subhadeep Rakshit, Nicholas E. Ray, Dalton K. Sasaki, Samantha A. Siedlecki, Christopher Somes, Aron Stubbins, Olivier Sulpis

Faculty Publications

The ocean plays a major role in controlling atmospheric carbon at decadal to millennial timescales, with benthic carbon representing the only geologic-scale storage of oceanic carbon. Despite its importance, detailed benthic ocean observations are limited and representation of the benthic carbon cycle in ocean and Earth system models (ESMs) is mostly empirical with little prognostic capacity, which hinders our ability to properly understand the long-term evolution of the carbon cycle and climate change-related feedbacks. The Benthic Ecosystem and Carbon Synthesis (BECS) working group, with the support of the US Ocean Carbon & Biogeochemistry Program (OCB), identified key challenges limiting our …

Hurricanes And Human Health In Louisiana: Insights From Hurricanes Laura, Delta, And Ida, Shobha Kumari Yadav, Robert V. Rohli, M. E. Betsy Garrison, Elisabeth Ponce-Garcia, Nazla Bushra, Charleen Mcneill

Faculty Publications

Louisiana is one of the most disaster-prone states, with hurricanes ranking among the most destructive hazards. Hurricanes impede sustainability by straining hospital infrastructure, overwhelming emergency departments, and disrupting continuity of care. Louisiana’s healthcare system, characterized by high uninsured rates, limited rural access, and notable racial and socioeconomic disparities, is particularly vulnerable during disasters. This research explores trends of mental and respiratory health in Louisiana surrounding Hurricanes Laura (2020), Delta (2020), and Ida (2021). Analysis reveals a substantial increase in admissions after landfall of all three storms, with mental health conditions showing a larger surge than respiratory ones in already-vulnerable communities. …

Ocean–Atmosphere–Land Interactions And Their Roles In Climate Change, Biyun Guo, Chunyan Li

Faculty Publications

No abstract provided.

Grand Theft Identity: The Privacy Costs Of Digitalization, Kenny Phua, Chishen Wei, Gloria Yang Yu

Sim Kee Boon Institute for Financial Economics

We study whether greater digital engagement increases the risk of identity theft by exploiting bank branch closures as a shock that shifts economic activity online. Using a quasi-natural experiment, we find causal evidence that branch closures increase identity theft, particularly in more vulnerable communities. Exposed consumers spend more time on mobile apps and shift their expenditures from offline to online channels. Adversarial activities associated with identity theft, such as unwanted calls and phishing attempts, increase after branch closures. Overall, our evidence suggests that digitalization offers consumer benefits, but also imposes hidden privacy costs.

Exploring Retention And Satisfaction Among Arkansas County-Level Cooperative Extension Employees: A Job Embeddedness Perspective, Rebecca M. Simon

Graduate Theses and Dissertations

Abstract This quantitative study investigated the retention of county-level employees within the Arkansas Cooperative Extension Service (CES) using Job Embeddedness Theory (JET) as the theoretical framework. The research aimed to describe levels of job embeddedness, job satisfaction, and intent to stay, and to examine the relationships among these variables. A census of 328 CES employees was conducted, yielding a 53% response rate. Data were collected through a validated online survey and analyzed using descriptive statistics, correlation analysis, and multiple regression. Results indicated high scores in organizational fit and sacrifice dimensions, while links to organization and community were comparatively lower. Age …

The Banner - V. 160, No. 10 - (December 2025), Christian Reformed Church In North America

The Banner

No abstract provided.

Suicide Among Youth And Young Adults In Canada: Bereaved Parents’ Perspectives On The Systems Of Care, Toula Kourgiantakis, Deborah Cooper, David Cooper, Shelley Craig, Eunjung Lee, Jori Jones, Carrie K.Y. Lau, Romy Naïma Tousignant, Jonathan B. Singer, Marjorie Johnstone, Juveria Zaheer

Social Work: School of Social Work Faculty Publications and Other Works

Background: Suicide is the second leading cause of death among youth and young adults aged 15–24 in Canada. Emergency departments often serve as the first point of contact for identifying suicide risk, particularly for youth and young adults, partly due to the inaccessibility and unavailability of community mental health services. Almost half of the youth who die by suicide visit an emergency department in the year preceding their death, and up to 90% have untreated mental health and substance use concerns. Studies have found that parents describe youth mental health services as harmful, fragmented, inaccessible, and inadequate in meeting their …

Beyond Loper Bright: Iterative Construction At The National Labor Relations Board, Fred B. Jacob, Anne Marie Lofaso

UC Law Journal

“[The agency’s actions] express an intuition of experience which outruns analysis and sums up many unnamed and tangled impressions—impressions which may lie beneath consciousness without losing their worth. The board was created for the purpose of using its judgment and its knowledge.”
- Justice Oliver Wendell Holmes, 1907

Trust matters. In the 1935 National Labor Relations Act, Congress entrusted the heavy responsibility of protecting labor peace to a board of experts and an administrative agency, both steeped with experience in resolving labor disputes and fluent in the science of industrial relations. This was no accident. For decades prior, federal courts …

Masthead

UC Law Journal

No abstract provided.

The Autonomy Default Paradigm In Contract Law, Hanoch Dagan, Michael Heller

UC Law Journal

You can scribble an agreement on a napkin or hire lawyers to negotiate a hundred-page contract. Either way, most of your contractual obligations will not be in your document. They will be in the background rules contract law applies absent your express agreement. Justifying these defaults is a core task of contract theory; getting them right is a core task of contract law.

This Article introduces the autonomy default paradigm, a conceptually coherent and normatively attractive account of contract law defaults. We show that defaults are justified to the extent they enhance our autonomy, understood as self-determination. They vindicate our …