Digital Commons Network^™

Ensuring Year-Round Fresh Strawberries: A Sustainable Supply Chain Approach, Rizza Panopio Constantino, Leilani De Guzman

Journal of Management for Global Sustainability

This study aims to develop a sustainable and cost-efficient sourcing strategy for fresh strawberries used in the strawberry jam production of Tantamco’s Fine Foods (TFF), a well-known pasalubong (locally produced gift food items commonly brought home from trips) shop in Baguio City, Philippines. Specifically, the study seeks to identify the key factors causing price volatility and supply instability and determine strategic interventions that can ensure a more stable, affordable, and year-round strawberry supply. Employing a qualitative research approach, the researchers conducted in-depth interviews with strawberry farmers, market vendors, traders, fellow jam producers, and the company’s procurement personnel. The findings reveal …

Advanced Machine Learning Approaches For Bankruptcy Prediction In The Shipping Industry: A Comparative Analysis Across Time Horizons, Minchul Sohn, Saeyeon Roh, Minsu Kwon

Plymouth Business School

This study evaluates machine learning methods for predicting bankruptcies in the Korean shipping industry over 1-, 3-, and 5-year horizons. Using an imbalanced dataset, preprocessing techniques such as outlier capping, skewness correction, and SMOTE-based oversampling are applied. Two feature sets—financial variables and those enriched with macroeconomic and shipping indicators—are analyzed. Results demonstrate that ensemble methods like LightGBM, CatBoost, XGBoost outperform linear models and deep neural networks across all horizons. Short-term predictions are driven by liquidity factors, while long-term forecasts benefit from shipping-specific indices like freight rates. SHAP‐based analysis reveals that internal cash‐flow as critical for one‐year predictions, whereas prolonged freight …

Negotiating Digital Identities With Ai Companions: Motivations, Strategies, And Emotional Outcomes, Renkai Ma, Shuo Niu, Lingyao Li, Alexander Hirth, Ava Brehm, Rowajana Behterin Barbie

Computer Science

AI companions enable deep emotional relationships by engaging a user's sense of identity, but they also pose risks like unhealthy emotional dependence. Mitigating these risks requires first understanding the underlying process of identity construction and negotiation with AI companions. Focusing on Character.AI (C.AI), a popular AI companion, we conducted an LLM-assisted thematic analysis of 22,374 online discussions on its subreddit. Using Identity Negotiation Theory as an analytical lens, we identified a three-stage process: 1) five user motivations; 2) an identity negotiation process involving three communication expectations and four identity co-construction strategies; and 3) three emotional outcomes. Our findings surface the …

Creating Disability Story Videos With Generative Ai: Motivation, Expression, And Sharing, Shuo Niu, Dylan Clements, Hyungsin Kim

Computer Science

Generative AI (GenAI) is both promising and challenging in supporting people with disabilities (PwDs) in creating stories about disability. GenAI can reduce barriers to media production and inspire the creativity of PwDs, but it may also introduce biases and imperfections that hinder its adoption for personal expression. In this research, we examine how nine PwD from a disability advocacy group used GenAI to create videos sharing their disability experiences. Grounded in digital storytelling theory, we explore the motivations, expression, and sharing of PwD-created GenAI story videos. We conclude with a framework of momentous depiction, which highlights four core affordances of …

When Generative Ai Is Intimate, Sexy, And Violent: Examining Not-Safe-For-Work (Nsfw) Chatbots On Flowgpt, Xian Li, Yuanning Han, Di Liu, Pengcheng An, Shuo Niu

Computer Science

Content Warning: This paper contains sexually explicit and violent images and text. User-created chatbots powered by generative AI offer new ways to share and interact with Not-Safe-For-Work (NSFW) content. However, little is known about the characteristics of these GenAI-based chatbots and their user interactions. Drawing on the functional theory of NSFW on social media, this study analyzes 376 NSFW chatbots and 307 public conversation sessions on FlowGPT. Findings identify four chatbot types: roleplay characters, story generators, image generators, and do-anything-now bots. AI Characters portraying fantasy personas and enabling hangout-style interactions are most common, often using explicit avatar images to invite …

The Sixth Sense Garment: A State-Of-The-Art Framework For Sustainable Neurofashion, Andrew Burnstine

Faculty and Staff Publications & Presentations

No abstract provided.

The Future Of Dual Immersion In California: Analyzing California’S Global 2030 Goals, Jonathan Tejeda, Kamila Campos, Robert Emmans

School of Public Policy Capstones

California's Global 2030 initiative set an ambitious target: half of all K-12 students to achieve bilingual proficiency by 2030. This qualitative study examines whether Dual Language programs (DLPs) in California's major metropolitan areas are positioned to meet that goal. Drawing on ten semi-structured expert interviews with researchers, administrators, teachers, and nonprofit advocates, the study identifies four central challenges: inadequate student preparedness, chronic underfunding, insufficient teacher training, and a failure to connect students to their cultural heritage. The findings reveal that California lacks the infrastructure, data systems, and financial commitment necessary to achieve the 2030 goals. The authors recommend establishing a …

Urban And Suburban Teachers’ Perceptions Of Burnout In The Post-Covid19 Era: A Mixed Methods Dissertation In Education, Dylan Rossin

Graduate Theses & Dissertations

The Covid-19 pandemic fundamentally altered the professional demands placed on K–12 teachers, intensifying concerns related to occupational burnout. This mixed-methods study examined urban and suburban public school teachers’ perceptions of burnout in the post–Covid-19 era, with particular attention to emotional exhaustion, depersonalization, and personal accomplishment. Grounded in Maslach’s theory of burnout, the study sought to determine whether differences existed between urban and suburban teachers’ burnout experiences and to explore educators’ perspectives on factors contributing to burnout following the pandemic.

Participants included full-time public K–12 teachers in Pennsylvania with a minimum of three years of teaching experience. Quantitative data were collected …

Algorithmic Ethics In An Era Of Agentic Ai Advocacy: An Analysis Of Ai’S Impact On The Model Rules Of Professional Conduct And The Model Code Of Judicial Conduct, Michael D. Murray

St. Mary's Journal on Legal Malpractice & Ethics

No abstract provided.

Google’S Misuse Of The Attorney-Client Privilege: A Call For Stronger Corporate Standards, Ally Raven

St. Mary's Journal on Legal Malpractice & Ethics

No abstract provided.

Application Of Fidic Epc/Turnkey Contract Under The Egyptian Public Works Contracts Law, Ahmed Alhady Dr., Mahmoud Mahmoud Ahmed Eng., Ahmed Elhakeem Prof., Mohamed Ibrahim Dr.

Civil Engineering

This study focuses on the application of FIDIC Conditions of Contract for EPC Turnkey Projects—Silver Book 1999, (FIDIC (EPC&T)), when governed by the Egyptian Law of Contracts concluded by public bodies No. 182 of 2018 (ELC) due to the conflicts that may arise from such application. Hence, this study identifies specific FIDIC (EPC&T) 1999 clauses that have the potential for conflicts with ELC, shows the similarities and disparities between these clauses and the relevant ELC articles, and provides recommendations to ensure the successful application of FIDIC (EPC&T) 1999 under ELC. This was achieved through a multistep research methodology in which …

Board Of Directors Meeting Minutes (April 13, 2026), Dmacc Board Of Directors

Board of Directors Meeting Minutes

This file contains the minutes from the Des Moines Area Community College Board meeting held on April 13, 2026.

The Echo: April 13, 2026, Taylor University

2025-2026 (Volume 113)

No abstract provided.

Assessing Current Telehealth Mobile Applications In The United States: Accessibility, Privacy, And Care Delivery, Rosemary K. Frugé

Honors Theses

Telehealth has improved patient access by reducing barriers to convenient, cost-effective, and quality health care. Telehealth mobile applications allow individuals to remotely access services through smartphone-based platforms. The purpose of this study was to evaluate leading telehealth applications available in the United States, analyzing key factors that influence platform selection, including cost, prescribing and diagnostic capabilities, user feedback, and data privacy practices. Applications were identified through keyword-based searches of major app stores using the term “telehealth,” and each app was systematically evaluated using predefined criteria. Findings highlight variability across platforms in pricing transparency, service offerings, and privacy disclosures, despite generally …

Umn Morris Alumna Will Serve As 2026 Commencement Speaker, Communications And Marketing

Campus News Archive

No abstract provided.

Faculty Senate Executive Committee Minutes April 13, 2026, Utah State University

Faculty Senate & Faculty Senate Executive Committee

• Call to Order
• Approval of Minutes - March 16, 2026
• University Business
• Faculty Senate Business
• Reports
• Strategic Enrollment Management Annual Report
• Student Success Annual Report
• Committee on Committees Annual Report
• Calendar Committee Annual Report
• Information
• Additional Business
• Adjourn: 4:30

Faculty Senate Executive Committee Agenda April 13, 2026, Utah State University

Faculty Senate & Faculty Senate Executive Committee

• 3:00 Call to Order
• Approval of Minutes - March 16, 2026
• 3:05 University Business
• 3:20 Faculty Senate Business
• 3:35 Reports
• Strategic Enrollment Management Annual Report
• Student Success Annual Report
• Committee on Committees Annual Report
• Calendar Committee Annual Report
• 4:00 Information
• EPC Report - April 2, 2026
• 4:15 Additional Business
• President-Elect
• Adjourn: 4:30 pm

From Oversight To Insight: Transforming Cybersecurity Governance In Boardrooms, Tooba Aamir, Georgia Psaroulis, Marthie Grobler, Helge Janicke

Research outputs 2022 to 2026

Cybersecurity governance is increasingly critical in a digital economy, with board directors playing a central role in shaping organisational resilience. Directors are pivotal in setting cybersecurity strategies and carrying fiduciary obligations that extend to digital risk oversight. This study examines the cybersecurity literacy and governance practices of Australian board directors through a qualitative interview study with 13 participants. Findings reveal a substantial gap in directors' knowledge and confidence, undermining effective oversight and informed decision-making. This deficit limits their ability to interrogate risk reports, challenge assumptions, and steer investment in line with organisational resilience goals. In response, we propose a Board …

Weed Seed Burial And Long-Term Viability Following Soil Inversion, Catherine Borger, Sultan Mia, Gaus Azam, Stephen Davies

Grain and Other Field Crops Research Articles

Strategic soil inversion is advocated as a periodic weed management strategy, typically recommended every 4 to 8 yr if the goal is to delay the evolution of herbicide resistance. It is assumed that the weed seeds buried during the inversion process will lose viability during this period. However, long-term seedbank persistence following soil inversion has not been investigated. If the buried seeds retain viability, subsequent inversions or other deep-tillage operations may return them to the soil surface, potentially replenishing the weed seedbank. The current study identified 30 sites within the wheatbelt of Western Australia (in 2020) that had previously been …

Leveraging River Forecast Center Knowledge To Improve Large-Scale Hydrologic Model Performance Through Bias Correction, Ian Mathews

Theses and Dissertations

The National Water Model (NWM) provides continental-scale streamflow predictions but exhibits bias and reduced skill in highly regulated and snow-driven basins. In contrast, River Forecast Center (RFC) models incorporate decades of local calibration and regulatory knowledge but are limited in spatial coverage to specific points of interest. This study evaluates whether hydrologic knowledge embedded in RFC-calibrated simulations can be transferred to improve NWM performance at unmonitored locations using the Streamflow Analysis for Bias Estimation and Reduction (SABER) framework. Using Colorado Basin River Forecast Center (CBRFC) simulations as surrogate reference data, we applied SABER to the NWM 44-year retrospective model simulation …

Ndls Communicator: Week Of 04.13.26, Notre Dame Law School

NDLS Communicator

The Latest News

• Notre Dame Law School’s Second Death Penalty Abolition Week Deepens the Call for Justice, Redemption, and Human Dignity
• Eka Tkeshelashvili LL.M. ’01, Former Vice Prime Minister and Minister of Foreign Affairs of Georgia, Delivers Lecture in New “Life After Notre Dame” Series
• Notre Dame Law Students Engage in Global Impact Through REEL Lab

Student News

• Philip C. Jessup International Law Moot Court Competition: Notre Dame Law School team members are 3Ls Grace Elias, Camille Golowski, Mariko Jurcsak, Ava Moreno, and Mary Pat Peterson
• Gvantsa Dolbaia, JSD candidate
• Tyler Beamish, 1L
• Dennis Wiebolt, 3L

Faculty Briefs

• Sherif Girgis …

Roles Of Mads-Box Transcription Factors In Plant Responses To Abiotic And Biotic Stresses, Na Liu, Zihao Liu, Guangxiang Tian, Shijia Zhao, Hao Chu, Yiheng Hu, Yingfan Zhao, Yanyan Zhang, Kun Cheng, Daowen Wang, Wenming Zheng, Zhengqing Fu, Xu Wang

Faculty Publications

Plants deploy sophisticated adaptive mechanisms to mitigate the detrimental effects of abiotic stresses (drought, salinity, temperature extremes, and heavy metals) and biotic stresses (pathogens and senescence) on growth and productivity. Central to these responses are transcription factors (TFs) that orchestrate stress-responsive gene networks. Among TF families, MADS-box proteins, characterized by their evolutionarily conserved DNA-binding domain, function as pivotal regulators of developmental plasticity and stress adaptation. While recent advances have clarified their roles in abiotic stress tolerance, a systematic integration of their functions in biotic stress responses has yet to be achieved. This review synthesizes current knowledge on how MADS-box TFs …

New Graduate Nurse Retention Strategies Toolkit For Managers And Leadership, Taryn Ryan

Student Scholarly Projects

Practice Problem:

Nurse retention has been a persistent issue for over a decade, with increasing turnover among new graduate nurses. Many new nurses leave the profession due to inadequate preparation for clinical roles and responsibilities.

PICOT:

The PICOT question that guided this project was: For nurse managers and leaders supporting new graduate nurses (P), how does the development of a best-practice retention toolkit (I), compared to existing retention practices (C), guide evidence-based strategies to improve nurse retention (O)?

Evidence:

Evidence indicates that new graduate nurses often feel insufficiently prepared for patient care responsibilities, compromising patient safety (Haddad et al., 2023; …

Health Data And Policy Related To Methamphetamine-Use Suicide In Mississippi, Mary C. Drane

Honors Theses

The purpose of this research is to investigate how methamphetamine use in Mississippi, especially in its rural areas, intersects with public health, policy, and suicide outcomes in the state. Mississippi's methamphetamine crisis has evolved significantly, shifting from locally produced drugs to cartel-supplied crystal methamphetamine, while state and federal policies have struggled to keep pace with the scale and complexity of the problem. Using a convergent parallel mixed-methods design, this research analyzed CDC Wonder multiple causes of death data and SAMHSA Treatment Episode Data Set Admissions (TEDS-A) data from 2018 to 2024 alongside four qualitative key informant interviews with stakeholders across …

The Rider (2026-04-13), Daniela Chapa-Reyes

The Rider Archives

Vol. 11, No. 26

A Revolution Of Rational Civility, Honorable Douglas S. Lang

St. Mary's Journal on Legal Malpractice & Ethics

This Article addresses a blind spot in the theorizing and debate over originalist interpretation: the implications of rules of legal ethics.  For the few originalist theorists who take the practical side of originalism seriously, attorneys’ rules of professional conduct are almost entirely absent from the discussion.  Incivility is at epidemic proportions in our society.  That condition is unacceptable.

This Article argues for each of us, lawyers and everyone in all walks of life, to take action and not merely offer lip service to push back against incivility.  We must repel incivility.  This “push back” is not compelled alone by written …

On Becoming A Lawyer: Authentic Professional Identity Formation And The Future Of Legal Education, Colin Black

St. Mary's Journal on Legal Malpractice & Ethics

No abstract provided.

Experiences And Service-Uptake Factors Of Receiving And Providing Care For Meningitis And Its Sequelae: A Qualitative Systematic Review, Margarita Andreeva, Maria Pyatnitskaya, Karina Kochneva, Ekaterina Sviatskaia, Maria Spryshkova, Melissa Meyer, Dina Baimukhambetova, Mark Kosenko, Aigun Mursalova, Nina Avdeenko, Elena Kondrikova, Jonathan Zheng, Ka Yan Cheung, Audrey Dunn Galvin, Tom Jewell, Zoe Moula, Sarah Neill, Mikhail Zinchuk, Alla Guekht, Daniel Munblit

School of Nursing and Midwifery

Background: Meningitis is a life-threatening condition with substantial morbidity and mortality, especially in low- and middle-income countries (LMICs). While quantitative research has enhanced the understanding of diagnostic and treatment efficacy, qualitative data regarding the lived experiences remain underexplored. This systematic review synthesises qualitative evidence on the experiences of patients, caregivers, and healthcare providers regarding meningitis diagnosis, treatment, and care, as well as the barriers and facilitators influencing service uptake and provision. The review aimed to inform the development of World Health Organization guidelines for improving meningitis care. Methods: This systematic review was registered in PROSPERO (CRD42024514413). A comprehensive search of …

Ethical Decision-Making Frameworks In Ai-Driven Pharmaceutical Research & Development, Dhaval Dinesh Panchal, Osama Mohd Hash Ansari, Sudha Divya Madhuri Kallam

Harrisburg University Dissertations and Theses

Artificial intelligence is increasingly being utilized in pharmaceutical research and development to speed up drug discovery, enhance clinical trial design, and support regulatory decision-making. However, the increasingly rapid adoption of AI in the pharma industry has outpaced the development of consistent ethical governance, raising concerns related to data privacy, transparency, regulatory compliance, and stakeholder trust. This study explored the methods by which project managers could develop and utilize ethical decision-making frameworks to facilitate responsible AI implementation in pharmaceutical research and development. Guided by the Responsible Innovation framework, this research employed a mixed-methods design combining semi-structured interviews and quantitative surveys with …

Epistemic Pluralism, Open Inquiry, And Constructive Disagreement: Strengthening The 2029 Epas, Nafees Alam, Mary K. Twis, David R. Hodge, Naomi Farber, Pilar Horner, Heidi A. Rueda, Vicki Lens, Brett Drake

Social Work Faculty Publications

The Educational Policy and Accreditation Standards (EPAS) of the Council on Social Work Education (CSWE, 2026) shape not only curriculum and assessment, but also the intellectual formation and culture of the social work profession. As the accrediting framework for programs across the United States, the EPAS articulate the definition of competent practice and what constitutes a shared professional identity (Zuchowski, 2024). Yet accreditation standards necessarily do more than articulate competencies; they can also shape which perspectives are institutionally centered and normalized (Sue, 2010). Professional education operates not only through explicit curricular content, but through implicit norms governing what questions may …