Digital Commons Network^™

System And Method For Available Cognitive Headroom Scoring And Predictive Task Orchestration In Multi-Agent Ai Systems, Ram Mohan R, Annu Rani Mahto, Anis Edavalath, Aparna Raj K, Sridhar D

Defensive Publications Series

Traditional load-balancing techniques for multi-agent artificial intelligence (AI) systems are insufficient because they rely on infrastructure metrics rather than an agent's actual reasoning capacity. Proposed herein is a mechanism that addresses this gap by introducing an Available Cognitive Headroom (ACH) score, which enables predictive, capacity-aware routing that ensures agents are not cognitively overloaded before tasks are dispatched.

Implications Of Similarities And Differences Amongst Media Literacy Skills And Trust Across Communities Of Color, Erica Weintraub Austin, Nadia Ishrat Alamgir, Alexandra Elenitsa Fil, Sultana Ismet Jerin, Di Mu, Albert Junior Nyarko, Folake Racheal Okor, Pearl Omolara Oladele, Hae Yeon Seo, Andrew D. Sutherland

Journal of Media Literacy Education Pre-Prints

A 2020 survey of U.S. adults found that nonwhite respondents tended to report lower levels of media literacy than white respondents. However, their media literacy skills were associated with better COVID-19 knowledge and less acceptance of COVID-19 disinformation. This secondary analysis of the dataset (N=1264) explored how aspects of media literacy and media trust varied across communities of color. No significant differences in online information efficacy were found. White respondents scored higher than Hispanic/Latiné and Native American/Indigenous respondents on media literacy for source, and higher than Black and Hispanic/Latiné respondents on media literacy for content. White respondents also …

Depressive Symptoms By The Quality Of Life Among Korean American Midlife Women, Yeeun Kim, Jiwon Baek, Dongmi Kim, Seulgi Ryu, Wonshik Chee, Eun-Ok Im

International Nursing Research Congress (INRC)

Background: Midlife women experience a major developmental transition involving multidimensional changes (physical, psychological, and social changes), before, during, and after their menopause (1-4). During this transition, the women’s depressive symptoms could be linked to their quality of life (5). However, few studies have been conducted on the women’s depressive symptoms by their quality of life. The aim of this study was to identify patterns of depressive symptoms by the QoL among Korean American midlife women and provide directions for future interventions for this specific population.

Methods: This is a part of an ongoing randomized controlled trial of Korean American midlife …

Normal Isn’T Neutral: How Health Education Shapes Body Bias In Future Nurses, Megan Spurlock

International Nursing Research Congress (INRC)

Pre-health and health students’ understanding of the human body is shaped by the curriculum used in anatomy and health education courses. These materials often present a narrow, idealized depiction of health and normalcy that does not reflect the diversity of real patient populations. Such portrayals can influence students’ perceptions of health, illness, and professional expectations in healthcare. Examining how educational materials construct the concept of a “normal” body is critical for fostering inclusive, equitable education and preparing providers to serve diverse populations effectively.

This study explores how pre-health and health education shape students’ perceptions of a healthy, normal body, focusing …

Discursive Consciousness And Pedagogical Reasoning Within Teacher Collaborative Inquiry In Rural Mexico, Nelly Yllen Charles Martinez

Theses and Dissertations

This study examines teacher collaborative learning within Matemáticas Equitativas (MATEQ), a school-based professional learning model designed to support equitable mathematics instruction through collaborative inquiry and peer observation. Drawing on Anthony Giddens' structure-agency theory, this research adopts an interpretive qualitative case study with discourse-oriented analysis to examine teachers' pedagogical reasoning by looking at manifestations of discursive consciousness--defined as the capacity to articulate and rationalize one's actions in discourse--during collaborative meetings. Findings show that both the interactional structures and collaborative resources embedded in MATEQ--in particular peer facilitated uses of observation rubrics--mediated teachers' discursive consciousness, strengthening the pedagogical reasoning shared within collaborative inquiry. …

Selective Factors Impacting Charter High School Enrollment, Nathan Marshall

Theses and Dissertations

This study examined factors influencing high school choice among Utah families, comparing parent priorities between charter and traditional public high schools. Using one-way ANOVA with Tukey honestly significant difference (HSD) post hoc comparisons, parental priorities were analyzed across personal, school community, and academic factors. Parents choosing traditional public high schools rated personal and school community factors significantly higher, emphasizing relationships and school climate, while charter high school parents rated academic factors significantly higher, favoring rigor and instructional quality. Charter parents' priorities were not uniform, however, but varied significantly by school model, suggesting that the charter-versus-traditional divide masks meaningful differences within …

Improving The Fpga Radio Design Cycle: Implementing Dvb-S2 Modulation Using Verilator And Gnu Radio, Seth Pellegrino

Dissertations and Theses

In embedded digital radio systems, a central challenge is meeting the real-time throughput required to process the samples--especially for space-bound ultra-wideband SDRs which must handle more than 100 Gbps entirely onboard. An FPGA's programmable logic offers sufficient potential, but realizing a particular radio flow is a project usually fraught with defects and long turnaround times. We simulated Verilog modules in a custom harness that adapted a Verilated model to GNU Radio, which allowed for breaking down a complicated radio flow (here, DVB-S2 modulation) into a series of well-bounded problems each with clear criteria for success. The framework, built on open …

Environmental Exposure Risk Education To Enhance Chronic Kidney Disease Prevention And Screening For Nurse Practitioners, Kelsea J. Carrier

Doctor of Nursing Practice Posters and Presentations

Chronic kidney disease (CKD) affects approximately 36 million adults in the United States, with nearly 90% of individuals unaware of their diagnosis until advanced stages. While diabetes and hypertension remain the primary causes, increasing evidence highlights environmental exposures as significant and underrecognized contributors to CKD onset and progression. Exposures such as heavy metals, per- and polyfluoroalkyl substances (PFAS), air and water pollution, microplastics, and heat exposure have been linked to impaired renal function. Despite this growing body of evidence, environmental health content remains limited in nursing education, resulting in gaps in environmental health literacy (EHL) among nurse practitioners (NPs) and …

Environmental Exposure Risk Education To Enhance Chronic Kidney Disease Prevention And Screening For Nurse Practitioners, Kelsea J. Carrier

Doctor of Nursing Practice Scholarly Projects

Chronic kidney disease (CKD) affects approximately 36 million adults in the United States, with nearly 90% of individuals unaware of their diagnosis until advanced stages. While diabetes and hypertension remain the primary causes, increasing evidence highlights environmental exposures as significant and underrecognized contributors to CKD onset and progression. Exposures such as heavy metals, per- and polyfluoroalkyl substances (PFAS), air and water pollution, microplastics, and heat exposure have been linked to impaired renal function. Despite this growing body of evidence, environmental health content remains limited in nursing education, resulting in gaps in environmental health literacy (EHL) among nurse practitioners (NPs) and …

Unscripted Urban Interior, Paramita Atmodiwirjo, Yandi Andri Yatmo

Interiority

The urban interior has emerged as a site of unscripted performance. The unscripted urban interior can be understood as a dynamic field where spatial conditions, social practices, and temporal change interact to produce emergent and contingent spatial realities beyond the original script. Through unscripted performance, the urban interior becomes a site of transformative potential, where various forms of practices emerge to transform, appropriate, and mediate the situations. The articles in this Interiority issue highlight the indeterminate characters of the urban interior and the possible transformation practices emerging from such urban contexts through various techniques and media that create distinctive values …

Unplanned Public Nature Interiority, Kendra Locklear Ordia

Interiority

This paper advances a theory of urban interiority through the concept of public nature interiority, integrating ecological thinking into the spatial, sensory, and temporal conditions of exterior spaces that feel interior. Drawing on works by Tine Poot, Richard Sennett, Liz Teston, and Suzie Attiwill, it challenges binary distinctions between interior and exterior, emphasising relational and dynamic urban conditions. Using Attiwill's notions of collective individuation and an ecology of subjectivity, interiority is reframed as being shaped not only by human perception and experience with nature but also by biotic relations and multispecies interactions. The theory is situated within terrain vague—indeterminate, overlooked …

Performing Disobedience: Critical Spatial Heritage, Counter-Memory, And The Rewriting Of Medellín’S Public Space, Laura Balán

Interiority

This article examines the radical street performance practice of Bernardo Ángel Saldarriaga in Medellín, Colombia, as a site of political and epistemological transformation. Through ethnographic engagement with Saldarriaga—an ascetic artist who stages trance-based interventions in public space—the study analyses how his performances disrupt dominant narratives of history, identity, and citizenship. Drawing on political ontology, decolonial thought, and critical heritage studies, the article argues that Saldarriaga's work functions as a hybrid forum for negotiating plural knowledges and social imaginaries. His refusal of institutional funding, his embodied critique of state power, and his use of trance and possession rituals generate both affective …

Space As Experienced: Rendering Urban Interiority Through Research-By-Drawing, Sarah Javed Shah, Giulia Setti

Interiority

Architectural discourse has long privileged space as formally constituted—defined through geometry, enclosure, and typological classification—while its experiential and relational dimensions remain insufficiently examined. This article addresses that gap by proposing a methodological claim: the sequential and cumulative use of analytical drawing enables the investigation of spatial experience in ways that formal analysis and phenomenological description alone cannot achieve. Positioned as an epistemic framework, the research employs drawing not as representation but as a structured mode of inquiry. Five analytical lenses—liminality, permeability, intermingling, ephemerality, and complex interiority—are operationalised through a sequence of drawings that isolate and reconstruct the relational conditions through …

Villa Verde As A Quasi-Object: The Renegotiation Of Spatial Boundaries And Interiority, Tugba Cestel, Senem Kaymaz

Interiority

An architectural object interacts with its user through its functional and formal qualities. However, when stripped of these attributes, it discloses the potential to transform the phenomenal system it inhabits alongside the subject. Drawing on Martin Heidegger’s hammer analysis and Bruno Latour’s Actor-Network Theory, this study explores the relationship between a user and an architectural object that lacks a predefined form or function. It examines how the subject’s intervention can reconfigure such an object into a quasi-object. This relationship establishes a conceptual bridge that can be read through both phenomenological and relational frameworks. In this domain, where spatial boundaries and …

Meanwhile Interiors, Interiority And Becoming Exterior, Cathy Smith

Interiority

This paper explores the resonances between stakeholder conceptions of 'meanwhile' or transient urban interiors and the notion of interiority as a mobile construct intertwined with wider social and material forces. The focus is on the positioning of these interiors in relation to broader community and neighbourhood agendas, invoking what Jill Stoner describes as a becoming exterior. Although the so-called 'meanwhile use' of vacant or sub-market-condition buildings is an increasingly common tool for activating and managing underused property assets in global cities, much of the existing discourse focuses on policy and placemaking implications rather than design dimensions. Drawing on interviews with …

Modern Psychology And The Religious Experience: Faith Or Just Institutionalization?, Darin Challacombe

Psychology Faculty Publications

A literature review of Paloutzian’s (1996) “Religious Experience” chapter in Invitation to the Psychology of Religion is presented by outlining and critiquing works cited. Specifically, the combination of three distinct theories (e.g., schemas, attribution, and attachment) is presented and evaluated. Using these three theories, empirical research that has been done in this field can be explained. However, the main component of these theories has to be present: faith. Faith needs to be seen as being the opposite of institutionalization; rather, events that are religious must have faith and cannot be completely explained by institutionalization concepts of groupthink and manipulation. Further, …

Vermonters View Socialism More Positively Than Capitalism; Trump Approval Falls To All-Time Low In Vt 7/29/2026, Unh Survey Center

All UNH Survey Center Polls

Half of Vermonters have a positive overall view of socialism, while only about four in ten have a positive view of capitalism. A plurality have a positive view of the Democratic Socialists of America (DSA) and many on the political left say a DSA endorsement would make them more likely to vote for a candidate. President Trump’s job approval rating in Vermont has fallen to its lowest point in his second term, with particularly low approval of his handling of foreign policy. Vermonters oppose a proposed constitutional amendment restricting birthright citizenship and legislation that would ban pregnant women from entering …

Plurality In Nh Oppose Restricting Birthright Citizenship, Divided On Democratic Socialists Of America 7/29/2026, Unh Survey Center

All UNH Survey Center Polls

In the wake of a Supreme Court decision upholding birthright citizenship, nearly half of Granite Staters oppose a proposed constitutional amendment to restrict birthright citizenship and legislation restricting the entry of pregnant foreign women into the United States. Nearly half of Granite Staters who have at least heard of the Democratic Socialists of America (DSA) have a negative view of the group, but six in ten Democrats have a positive view. A majority of Granite Staters have a positive overall view of capitalism, while more than one-third have a positive view of socialism, particularly young people. President Trump’s job approval …

Bridging Intelligent Optimization And Knowledge-Based Planning: A Retrospective Evaluation Of Ioe And Rapidplan Models For Ethos Lung Adaptive Radiotherapy, Anna Katherine Robbins

Masters Projects

Adaptive radiotherapy (ART) and knowledge-based planning (KBP) have independently improved treatment planning quality and efficiency; however, limited evidence exists regarding their combined use within the Varian Ethos planning system. This retrospective study evaluated whether an institution-specific Ethos-trained RapidPlan model improved dosimetric plan quality compared with Intelligent Optimization Engine (IOE) optimization alone and a publicly available Eclipse-trained RapidPlan model for right-sided non-small cell lung cancer. Ten patients previously treated with adaptive radiotherapy were replanned using three planning approaches: IOE optimization alone, IOE with a generic RapidPlan model, and IOE with an institutional Ethos-trained RapidPlan model. Target coverage, homogeneity, and organ-at-risk (OAR) …

July 29, 2026 Blazer Weekly, University Of Alabama At Birmingham

Blazer Weekly (student newsletter)

No abstract provided.

A Data-Driven Framework For Mitigating Breast Cancer Overdiagnosis: From Estimation To Risk-Adjusted Computer-Aided Diagnosis, William M. Brown Jr.

LSU Doctoral Dissertations

In Computer-Aided Diagnosis (CAD) of cancer, standard cost metrics (false-positives and false-negatives) fundamentally fail to account for overdiagnosis. Overdiagnosis is a critical scenario where a disease is correctly detected (true-positive) but is biologically indolent and would never have caused the patient harm or symptoms. While widely recognized in the medical community as a major healthcare crisis driving stressful and invasive overtreatment, overdiagnosis remains severely under-researched within computer science and engineering. This dissertation addresses this interdisciplinary gap by defining the three key computational challenges of overdiagnosis: (i) accurate estimation, (ii) harm quantification, and (iii) algorithmic mitigation. To overcome the estimation challenge, …

Terrance Brunson V. John Whelan

2026 Decisions

USDC for the Eastern District of Pennsylvania

Usa V. Duane Jackson

2026 Decisions

USDC for the Western District of Pennsylvania

Effects Of Family-Based Frailty Self-Management Program On Caregivers Of Patients With Heart Failure, Yung-Ching Yang, Ai-Fu Chiou

International Nursing Research Congress (INRC)

Background: Family caregivers of patients with heart failure often experience decreased confidence in caregiving due to limited heart failure knowledge, the complexity of patient's condition and treatment, and insufficient social or professional support. These challenges can adversely affect caregivers' quality of life.

Objective: The study examined the effects of a family-based frailty self-management program (FRAIL-SM) on knowledge, self-care confidence, strain, and quality of life among family caregivers of patients with heart failure.

Methods: A randomized controlled trial was conducted with 116 pairs of frail patients with heart failure and their family caregivers recruited from two medical centers in Taiwan. Participants …

From Didactic To Digital: Using Animated Videos To Transform Health Education In Nursing Informatics, Fiona Wing Ki Tang, Ricky Ahmat, Winnie Kwok Wei So, George Pak Kin Yau, Sally Wai Sze Lo

International Nursing Research Congress (INRC)

Background: The integration of multimedia in clinical settings is rapidly expanding. Animated videos are effective in enhancing clients understanding across diverse health topics (Feeley et al., 2023). The post-COVID-19 era has accelerated the demand for remote health education. It is vital to equip nursing students with the competency to develop engaging animated health education resources (Brown et al., 2020; Risling, 2017). In a postgraduate nursing programme, a blended learning approach featuring micro-modules with animated content and video production workshops was implemented to enhance students’ competency and self-efficacy in nursing informatics.

Methods: A quasi-experimental with pretest-posttest design was employed. Four animated …

Evaluating An Innovative Frugal Nurse-Led Diabetes Self-Management Educational Programme In Uganda, Melanie Stephens, Louise Ackers, Rincy Sajiith, Daniel Parker, Rachel Namirro

International Nursing Research Congress (INRC)

Background: Diabetes is a global health care problem, with Type 2 Diabetes Mellitus (T2DM) in Sub-Saharan Africa (SSA) projected to increase by 2045 (WHO, 2023). Diabetes health related complications such as foot ulcers (DFU) constitute the largest proportion of admissions, amputations, and mortality and have significant impact on healthcare resources, patients and communities in low to middle income countries (Rigato et al., 2018). Using Burdett Trust for Nursing funding the research team (two nurse researchers, a social scientist, and a biomechanic scientist) wanted to address this issue by introducing 'nurse-led frugal innovations' to demonstrably improve morbidity, reduce mortality, in-patient stays …

Financial Health And Wealth In The Mountain West, 2019 - 2022, Sean Curry, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on three indicators of household financial health in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah between 2019 and 2022. The Urban Institute’s Financial Health and Wealth Dashboard includes data on emergency savings, median household net worth, and workplace retirement plan access. This fact sheet focuses on statewide data on the Mountain West states, comparing data snapshots in 2019 to 2022.

Analysis Of Flood Modeling For The Replication Of An Extreme Rainfall Event In South Florida, Lusnel Fritznel Ferdinand

Electronic Theses and Dissertations

Flooding is the most common natural disaster in the United States, and trends show an increase in flood risk for the foreseeable future. Florida averages 45 flood disasters per year, at an annual cost of $86 million. Communities in Florida are susceptible to a variety of flood-inducing sources, including tropical cyclones, extreme rainfall, and rising sea levels, which can impact the tourism industry and the economic well-being of residents. The first objective of the thesis was to use flood modeling to replicate the extreme rainfall event that caused heavy flooding in Broward County, Florida, from April 12-13, 2023. A commercial …

Comparative Performance Evaluation Of A Gpu-Accelerated Watershed Model For Flood Inundation Mapping, Maliha Ali

Electronic Theses and Dissertations

This study evaluates PyWMP (Python-based Watershed Modeling and Planning), which is a flood modeling framework developed by the Center for Water Resiliency and Risk Reduction (CWR3) at Florida Atlantic University (FAU). The framework includes a 2D Rain-on-Mesh (ROM) solver, which is an explicit finite-volume shallow-water equation model. PyWMP is compared against HEC-RAS 2D and Flood Modeller for their rain-on-grid capabilities for watershed-scale flood inundation mapping under three design storm scenarios. The performance of PyWMP was evaluated using both quantitative and spatial metrics. Mean absolute error values showed that the average depth difference between each model is under 1 foot. Percent …

Modeling Nonequilibrium Community Dynamics Of Bivalves In The Indian River Lagoon, Jada Lee Brown

Electronic Theses and Dissertations

Benthic infaunal communities are widely-used indicators for assessing estuarine health, especially in systems that experience frequent disturbances and hydrological fluctuations. However, using benthic infauna to predict ecosystem responses to future disturbances remains a challenge. The Indian River Lagoon (IRL), spanning 40% of Florida's east coast, is a prime example of a complex estuary that has experienced decades of hydrological alterations leading to reduced water quality, sediment composition, and biodiversity. To assess benthic bivalve community dynamics in response to disturbances, an emerging Empirical Dynamic Modeling (EDM) approach was applied to a large test dataset comprising 17 years of benthic bivalve abundances …