Digital Commons Network^™

When Disasters Trigger Cyber Vulnerabilities: Mapping Physical-Digital Interdependencies In Critical Infrastructure Systems, Dikshya Panta, Sicheng Wang, Aditya Sapkota, Prakash Ranganathan

Faculty Publications

Critical infrastructure (CI) systems such as power, water, communications, and emergency services are increasingly exposed to compound risks in which natural disasters and cyber incidents interact and amplify one another. Traditional risk assessments often isolate physical and digital threats, overlooking the cascading dependencies that emerge when operational stress, emergency reconfiguration, and adversarial exploitation coincide. This study conducts a 2019–2025 scoping review and introduces a Geographic Information System (GIS) driven six-stage disaster cyber compounding framework that characterizes, maps, and operationalizes compound risk across interdependent CI sectors. The framework integrates a common operating picture, analytic situational understanding, exposure mapping, threat-fingerprint encoding, detection …

Developing A Multimodal Approach To Channel Characterization On Youtube, Shadi Shajari

Theses and Dissertations

YouTube has become a dominant arena for global information sharing, where creators and audiences interact through content, comments, and engagement dynamics. Understanding how these interactions shape a channel’s identity requires a comprehensive characterization of both audience behavior and content structure. This dissertation develops a unified framework for characterizing YouTube channels through multimodal analysis that integrates behavioral modeling, dimensionality reduction, clustering, and content-based characterization to provide a holistic view of audience and editorial patterns. The framework begins by analyzing the structural relationships within co-commenter networks, where users who repeatedly comment on the same videos are connected to capture patterns of interaction …

Volume 16 Issue 1 – Full Issue

Notre Dame Journal of International & Comparative Law

No abstract provided.

The Question Of “Territory” In The Wto Jurisprudence: A Critique Of Panel's Decision On Us-Origin Marking Requirement Dispute, Yuanyuan Ren

Notre Dame Journal of International & Comparative Law

This article draws on the US—Origin Marking Requirement case study to critically examine the concept of “territory” under the World Trade Organization (WTO) law, particularly in relation to trade with contested territories among WTO members. It argues that while trade with contentious territories is not explicitly covered in current WTO rules, WTO law does provide a regulatory framework for tackling such issues. Nevertheless, resolving trade disputes involving contested territories at the WTO remains challenging, particularly due to the limited discussion on the notion of “territory” and the national security exceptions in WTO jurisprudence. The US—Origin Marking Requirement case marks the …

Federalism, Treaty Norms, And The U.N. Report On American Education, Jorge Barrera-Rojas

Notre Dame Journal of International & Comparative Law

United Nations Special Rapporteurs assess national compliance with international human rights obligations, including educational rights articulated in treaties such as the International Covenant on Economic, Social, and Cultural Rights ("ICESCR"). These evaluations typically involve treaty-bound states with explicit international commitments. However, the applicability of such assessments is less straightforward in non-ratifying federal states, such as the US, which rely on diverse state-level constitutional provisions rather than federal treaty obligations.

This Article critically examines the 2025 Report of the Special Rapporteur on the Right to Education, following the Rapporteur's first official visit specifically addressing U.S. K-12 education policy. The analysis identifies …

The Age And Composition Of The Voyager Seamounts: Evidence For A Long-Lived Marquesas Mantle Source, Andrea Balbas, Hannah Paradis, Kevin Konrad, Valerie A. Finlayson, Michael Bizimis, Stephanie Anderson, Christopher Kelley, Nicole A. Raineault, Beth N. Orcutt

Faculty Publications

We present new observations on the dynamics and locations of deep mantle reservoirs derived from the ages and compositions of Voyager Seamount Chain lava flows. The previously unexplored Voyager Seamount Chain trends NW–SE between the Mid-Pacific Mountains and the Northwestern Hawaiian Ridge. Volcanic samples were recovered from the chain during the Ocean Exploration Trust expedition NA134. The lava flows are alkalic to highly alkalic in composition. Ages ranged from 81 to 86 Ma (n = 8), with the oldest ages in the NW and an age-progression toward the SE. The Voyager age-progression continues southward through the Northern Line Islands …

Student Senate Meeting Minutes January 21, 2026, Student Senate-Winona State University

Student Senate Meeting Minutes

This document is the official Winona State University Student Senate Minutes for January 21, 2026.

Staff Education To Address Workplace Violence Against Staff, Julie Ann Childers

Walden Dissertations and Doctoral Studies

In this Doctor of Nursing Practice (DNP) project, the primary focus was on addressing knowledge of workplace bullying within the hospital setting. The project involved developing and implementing an educational program to raise awareness, prevent workplace bullying, and effectively respond to it among healthcare staff. Workplace bullying harms physical and emotional well-being, reduces productivity, increases absenteeism, and increases turnover. The practice-focused question was as follows: In a hospital setting, does implementing a workplace violence (WPV) prevention education program for healthcare workers lead to increased knowledge of WPV incidents, awareness, and management among staff? Using evidence-based strategies and resources, the DNP …

Early Atopic Dermatitis And Risk Of Later Autism Spectrum Disorders, Annissa Courtney Heslope-Mathieu

Walden Dissertations and Doctoral Studies

Early-onset atopic dermatitis (AD) affects approximately 10-20% of children in the United States, and emerging evidence suggests potential links between early immune dysregulation and neurodevelopmental outcomes. Limited research has examined whether early AD serves as a specific risk factor for later ASD diagnosis. Guided by life course theory, the purpose of this study was to examine whether AD diagnosed within the first two years of life predicts later diagnosis of ASD among U.S. children younger than five years. A secondary analysis of the Fragile Families and Child Wellbeing Study was conducted using a retrospective cohort design. The sample included 2,949 …

The Lumberjack, January 21, 2026

Cal Poly Humboldt's Student Newspaper

The student newspaper of Humboldt State University.

Smartphone And Sleep, Jesenia Ortiz, Melanie Bonilla, Eduard Reyes, Jose Rivera

Open Educational Resources

The case study and Decision: You are a data analyst advising a university-affiliated research and wellness initiative that is evaluating whether late-night smartphone use should be formally discouraged as part of student wellness guidance. Over the past academic year, administrators have raised concerns about declining sleep quality among students and its potential impact on academic performance, health, and decision-making. While smartphones are an essential tool for communication and learning, their use immediately before bedtime has emerged as a possible contributor to sleep disruption. The initiative must decide whether the available evidence is strong enough to justify recommending that students limit …

When The World Hits Play, Eileen Mazariegos, Danjela Halilaj, Yosmairy Guzman, Freddy Cruz Osorno

Open Educational Resources

The case study and Decision: In 2025, Lehman College administrators face a critical decision: how can music be strategically used to improve student engagement, emotional well-being, and campus connection? The decision must be made now, as rising academic stress, digital isolation, and declining campus interaction are affecting student experience. Leadership must determine whether to invest in a data-driven, campus-focused music platform or continue relying on generalized commercial streaming experiences that do not reflect student needs. The outcome of this decision will shape how students connect emotionally, socially, and academically on campus.

Staff Education To Improve Diabetes Management Knowledge For Primary Healthcare Providers, Helen Njoku

Walden Dissertations and Doctoral Studies

I developed this Doctor of Nursing Practice staff education project to improve primary healthcare providers’ knowledge of diabetes management. Given the vital role nurses, advanced practice providers, and physicians play in patient education, chronic illness management, and care coordination, this issue must be addressed within nursing practice. The practice-focused question guiding this project was: Among primary healthcare providers, does implementing a structured diabetes education training program, compared to the current standard practice, improve provider knowledge in diabetes management? The purpose of this project was to develop, implement, and evaluate a targeted education intervention session. As analytical strategies, I employed expert …

Consumer Vs. Code: The Future Of Consumer Smart Contracts From Code To Legal Practice, Amir Bushansky

Fordham International Law Journal

This Article evaluates the feasibility of implementing consumer contracts—including standard-form agreements—as smart contracts and assesses their adaptability through the lens of consumer protection law.

Specifically, it examines whether the traditional consumer contract framework can be meaningfully implemented in the form of smart contracts. It further considers whether such implementation necessitates adaptations—both in the technological architecture of the contracts themselves and in the underlying legal framework. By addressing these questions, the Article aims to contribute to a more coherent and forward-looking approach to regulating automated, code-based contracting in consumer markets.

Automated Decision-Making Systems And Black Box Challenges Under European Union Administrative Law, Ilias Bantekas, Venetsiana Bratsiakou

Fordham International Law Journal

Automated Decision-Making (ADM) systems have been increasingly utilized by both private and public entities across the world to reduce errors by humans, increase efficiency, and make more consistent decisions. That is especially true in the case of the European Union. However, significant legal and ethical challenges arise because of ADM systems, subsequently giving rise to questions of compliance with underlying principles of law. This Article analyzes these challenges as they pertain to EU law through the examination of issues of accountability, transparency, and the protection of human rights. Furthermore, the use of ADM systems has been closely regulated by the …

Understanding Early Childhood Community Collaborations (Ecccs) In Relation To Systems Change, Rebecca Waterstone Halperin

Dissertations

The early childhood system in the United States is piecemeal and fragmented (Adams et al., 2017; Gomez & Rendon, 2019; Kagan & Kauerz, 2012; State Capacity Building Center, 2022). The result is that families have unequal access to care, education, and other early childhood services for their young children. There have been various approaches to building, impacting, and changing the early childhood system to move toward equity, and many of these approaches call for collaborative efforts. The state of Illinois is engaged in comprehensive early childhood systems work, and one of the vehicles driving this change has been the work …

The Bg News January 21, 2026, Bowling Green State University

BG News (Student Newspaper)

The BGSU campus student newspaper. January 21, 2026. Volume 105-Issue 14.

Food Security Politics And Economic Diplomacy: Kuningan Regency’S Sweet Potato Paradiplomacy In The Global Network, Diah Apriliani, Tom Finaldin, Salsabila Aulia Emelda

Jurnal Wacana Politik

This study analyzes the role of economic diplomacy in strengthening the global sweet potato network in Kuningan Regency from a political economy perspective. As the largest sweet potato producer in West Java with production of 108,496 tons in 2023, Kuningan has enormous potential that has not been optimally utilized for global network development. The research objectives are to analyze political dynamics in economic diplomacy implementation, identify political actors’ role in facilitating international market access, and formulate strategies for strengthening global networks. This research uses a qualitative approach with case study design, where data collection was conducted through in-depth interviews with …

I Wasn’T Prepared For That”: Uk Social Worker Experiences Of Training In And Knowledge Of Acquired Brain Injury, Alyson Norman, Mark Holloway

School of Psychology

Summary: Acquired brain injury is a major cause of death and disability. Due to the impact of acquired brain injury on an individual's and a family's functioning, social workers are likely to encounter individuals and families affected by the condition. This study aimed to (1) identify the existing level of knowledge and skills of social workers in working with individuals with acquired brain injury and their families and (2) examine the training needs of social workers to improve their knowledge and skills in working with those with acquired brain injury. A series of semi-structured interviews with newly qualified social workers …

Developing A Collaborative Tool To Foster Communication In Sustainability Research, Nina Hunter, Noëlle-Laetitia Perret, Martin Klepal

Electrical & Electronic Engineering

Climate change necessitates urgent responses based on knowledge produced by teams that transcend disciplinary boundaries, and with members whose work focuses on the generation of knowledge and on the application of knowledge, with some integrating both. Almost a third of Europe’s building stock consists of heritage buildings requiring renovation that is ideally sustainable as part of an energy transition response. The European transdisciplinary CALECHE study team with use-cases in France, Italy, Sweden and Switzerland aims to support decision-making on the sustainable renovation of heritage buildings, via research that employs co-design. However, team members are from various disciplines, with different skillsets …

Acculturative Stress And Depression In Latinx Youth: Exploring The Roles Of Emotion Reactivity And Maternal Attachment, Melisa Dangles

Theses and Dissertations from DePaul University

Acculturative stress (AS) is a type of stress that emerges from acculturation challenges and is commonly experienced by families of immigrant backgrounds affecting their mental health and well-being. AS is strongly associated with negative emotion and psychological outcomes, including increased depressive symptoms. While previous research has primarily focused on the direct relation between AS and mental health, fewer studies have examined the mechanisms explaining this association or the factors that may buffer its effects. This study utilizes data from 281 Latinx youth (Mage = 11.4; SD = 0.94) to explore the roles of Emotion Reactivity (ER) and Maternal Attachment in …

Early-Life Exposure To Pfas Affects Adolescent Neuroimmune Activity, Gia Marie Valdez

Theses and Dissertations from DePaul University

Per-/polyfluoroalkyl substances (PFAS) are persistent organic pollutants commonly used in non-stick, oil-resistant, and water-proof food packaging as well as textiles; they are detected in more than 99% of human serum. Perfluorooctane sulfonic acid (PFOS), one of the most ubiquitous PFAS, is associated with altered lipid metabolism, immunotoxicity, and neurodevelopmental disorders. These outcomes all implicate microglia, resident macrophages in the brain critical for development and sensitive to lipid signaling, as key mediators of toxicity. However, developmental effects of PFOS on microglia are not well-characterized, nor is it clear how PFOS alters microglial inflammatory responses. We hypothesized that early-life PFOS exposure alters …

The Impact Of Family Relationships And Communication On The Mental Health Of Urban Immigrant Adolescents, Gayatri Vatsavai

Theses and Dissertations from DePaul University

This study examined whether family relationship quality and communication with parents during stressful situations were associated with mental health among urban immigrant adolescents. Guided by Lazarus and Folkman’s transactional model of stress and coping, I used secondary data from the Stress and Learning Study, which surveyed 78 immigrant adolescents in Chicago Public Schools (ages 11 to 14) at two time points approximately 7-9 months apart. Family functioning was assessed with the Family Relationship Scale, parent focused communication during stress was assessed with binary items from the Response to Stress Questionnaire, and mental health was assessed with Youth Self Report Total …

Advances In The Creation Of A Dna Barcoding Reference Library For Freshwater Fishes Of Western Ecuador With Emphasis On Metabarcoding Applications, Olivia Grace Schweikart

Theses and Dissertations from DePaul University

This research provides a DNA reference library for the freshwater fish species of Western Ecuador, emphasizing endemic species of the Guayas River Basin and southwestern, lowland areas. Western Ecuador is currently grappling with severe overexploitation of its endemic freshwater fishes across many drainage basins, compounded by habitat destruction, pollution from commercial and agricultural activities, and the looming threat of climate change, notably in the form of coastal incursion events. Methods for rapid-surveying biodiversity at community levels is urgently needed. This reference library is particularly designed for metabarcoding applications, providing a non-invasive method for surveying aquatic biodiversity in vulnerable areas using …

Tidal Flooding Compounded With Extreme Temperatures In Tampa Bay, Jonicia Cardin, Ogugua Onochie, Sidharth Sudheer, Alejandra R. Enriquez

Making Waves REU

Coastal communities, like Tampa Bay, face growing compound hazards as tidal flooding and extreme temperatures increasingly co-occur. Tidal flooding is shallow, recurring inundation during routine king tides and intensifies in frequency and extent with sea level rise. In some instances, its cumulative impact on infrastructure and daily life can amount to that of a major hurricane over time (Moftakhari et al., 2018).

In Florida, this risk is heightened as king tides, peak temperatures, and hurricane season overlap in late summer and early fall. Zhou et al. (2024) identified flood-heat convergence as a global threat, but their focus on extreme sea …

Full Issue

BYU Law Review

No abstract provided.

Lindenwood Digest, January 21, 2026, Lindenwood University

Lindenwood Digest

Primary Figures: Payroll Director Monica Seiter; Elaine Ragland; Staff Council; Lindenwood Learning Academy; the Gender Studies program.

Key Events: Faculty Performance Evaluation sign-offs are due January 22, 2026; nominations for the Sibley and Easton Awards must be submitted by February 20, 2026; paper 2025 W-2 tax forms are scheduled for mailing on January 30, 2025.

Date/Location: The digest covers institutional updates and events occurring between January 21, 2026, and April 29, 2026, at the Saint Charles, Missouri campus and online.

Archival Significance: This document records the Spring 2026 Gender Studies Book Club selection of Ace Voices by Eris Young; the …

Alienation On Campus: Students, Agency, And A 'Praxis Of Possibility', Julia R. Allison

Dissertations

In the 1950s, 60s, and 70s, the idea of alienation took hold across the United States as a way of explaining feelings of disconnection, powerlessness, and meaninglessness that seemed to be pervading American society. This was no less true on college and university campuses, where students engaged in protest over both government action and inaction and a new youth counterculture took root. What led to alienation’s prominence as a social phenomenon is a matter of some debate, as are the causes of its precipitous decline in the early 70s. However, after an extended silence more recent decades have seen something …

University Resilience: Examining The Relationship Of Acute, Externally-Driven Crisis Events To University Enrollment And Financial Stability, Amy Kyhos

Dissertations

This dissertation investigated the phenomenon of a significant, acute, externally-driven crisis event on university resilience at four-year, tuition-driven, public and private higher education institutions in the United States of America. The study primarily considered the resilience indicators of university undergraduate enrollment and financial stability through the crisis context of COVID-19. It is theorized that a perceived lack of reliability, flexibility, and pace to evolve that higher education exhibited during and shortly after COVID-19 is a sustained point of vulnerability to a field under increasing review from a range of stakeholders and points of financial and public pressure. The study contemplated …

Participatory Budgeting And Electoral Outcomes In North American Cities, Gabriela Raluca Pavel

Dissertations

The dissatisfaction with democratic processes and the low participation rates we see trending in cities around the world, have inspired practitioners to experiment with new democratic practices. Scholars of participatory democracy have argued that when people participate in one democratic activity, they are more likely to engage in other activities. Therefore, this project clarifies the expectations set for a specific type of process, called Participatory Budgeting (PB). The two questions I address in this project look at the relationship between PB and voter turnout in local elections, and PB and incumbency retention rates for those who implement the process in …