Digital Commons Network^™

Ai As A Creative Collaborator In Music: Exploring Human-Centered Innovation In Large Musical Contexts, Nicholas Caluori, Noah D. Taylor

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

AI-driven audio tools are reshaping musical creation, yet the most consequential shift is not automation of artistry but reconfiguration of collaboration, metacognition, and quality control within large ensembles. This paper examines how generative audio models, vocal synthesis platforms, and stem-splitting technologies can function as creative partners in music arranging and composition workflows, particularly in musical contexts where artistic coordination and interpretive judgment remain paramount. We position AI in music creation as analogous to the calculator in mathematics: widely available, efficiency-enhancing, and therefore unavoidable, while still requiring disciplined human oversight to preserve intent, style, and accountability. The paper surveys practical implementation …

Law Or Flaw: A Double – Blind Study Comparing Student Comprehension Of Real And Ai Generated Legal Case Briefs, Grant Shostak, Nick Wintz, Melissa A. Petkovsek

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

In recent years, the U.S. legal system has seen an increase of legal filings using fictitious court cases or legal propositions generated by artificial intelligence (AI) (Stokel-Walker, 2026). Rules of professional responsibility require that lawyers review filings in which AI was used to ensure their accuracy (Missouri Bar, Office of Legal Ethics Counsel, 2024, Opinion No. 2024‑11) Despite this mandate, filings with fictitious cases and incorrect statements of law are being filed. Besides posing a threat to the parties to an action, such filings may set an unwarranted precedent for future cases. They also tie up court resources searching for …

Redesigning An Intercultural Communication Course To Build Power Skills For An Ai-Augmented Global Economy, Nitin Deckha

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

This case study reports a full redesign of an undergraduate Intercultural Communication seminar in Toronto, repositioning the course to foreground power skills as durable differentiators in an AI-mediated economy. The redesign shifts an asynchronous distance format into a seminar-based model with weekly applied learning, scaffolded assessments, and a four-week COIL partnership with a Turkish university to create authentic intercultural collaboration under real constraints. Students practice creativity, curiosity, critical thinking, ethical reasoning, decision-making, verbal and nonverbal communication, cross-cultural competence, and self-reflexivity, while also learning to use AI tools in ways that remain accountable to disciplinary standards. Assignments include debates, peer assessment, …

Reflexivity As A Metacognitive Skill: A Conceptual Triadic Learning Alliance Framework For Ethical Human-Ai Collaboration In Education, Jennifer Young

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

As artificial intelligence (AI) is integrated into education and workforce development, the ability to engage reflexively with technology may represent an emerging metacognitive skill. This paper conceptualizes reflexivity as an intentional, cyclical process of recognizing assumptions, reflecting on human-AI interactions, and responding with ethical discernment. Drawing from counselor education and supervision models that emphasize self-awareness and metacognitive reflection, the paper proposes a conceptual framework for cultivating ethical reflexivity in AI-augmented learning and decision-making environments. Through conceptual analysis and integration of the Triadic Learning Alliance (TLA) model, the framework identifies potential strategies for professionals and students to monitor cognitive biases, critically …

Faculty Engagement Practices With Building A Community Of Care, Cathryn Walker, Richard Penny, Lynne Orr, Kathleen Norris, Judith Blakely

Journal of Educational Research and Practice

Faculty in a virtual online university benefited from employing elements of the community of care, community of inquiry, and social determinants of health frameworks to strengthen a sense of connection and to develop a community of care in the aftermath of the COVID-19 pandemic. This article presents an overview of practices at one university related to the design, implementation, and benefits accruing from employing strategies anchored in these frameworks. During 2022, two years after the height of the COVID-19 pandemic, university leaders approached a team of faculty members to facilitate a dialogue series to enhance relationships among faculty, given the …

Disciplining The "Unrestrained" Child Through Moral Rectification: The "Civilizing" Role Of The Us Educational System, Unleashing An Era Of Assimilation, Urnisha Dutta

Impact: A Journal of Community and Cultural Inquiry in Education

Moral education in the US frequently has centered on cultivating “civic sense” and developing citizens who are morally akin to the dominant culture’s ideals. Although implemented as preventive measures (to avoid an otherwise inevitable suspension), these interventions are colored with dominant cultural sentiments that visualize differences as immoral. The idea of disciplining the “unrestrained” child thus aligns with a Western historical “civilizing” mission that aims at creating “moral citizens” through cultural erasure and behavioral transformation. This article discusses the unpleasant reality of moral education in the US educational system, demonstrating an inherent acculturation politics underlying behavior rectification initiatives. The essay …

Early Intervention: Perspectives On Training And Practice, Christina M. Mirtes, Jessica A. Grimone-Hopkins, Audrey Farrugia

Impact: A Journal of Community and Cultural Inquiry in Education

Early Intervention (EI) Specialists/Professionals serve children from birth through age three with developmental delays/disabilities, and their families. They conduct assessments, create Individualized Family Service Plans (IFSPs), collaborate with adjacent professionals, and use play-based interventions at home or in natural settings to support children’s development across the cognitive, communication, physical, sensory, social–emotional, and adaptive skills. The present study uses a mixed-methods approach, gathering qualitative data (focus group interviews) and quantitative data (survey) to evaluate participants’ perceived preparedness and self-efficacy of currently practicing Early Intervention (EI) Specialists/Professionals based on their higher education experiences, across various aspects and responsibilities of their jobs. Results …

Anti-Racist Teaching Today, Melissa Brooks-Yip

Impact: A Journal of Community and Cultural Inquiry in Education

Anti-racist teaching has a long history in education and there have been recent changes in DEI policy for public education. This article reviews equity-based pedagogies, whiteness in education, racial literacy, and the implications for teacher professional learning moving forward.

Front Matter

Impact: A Journal of Community and Cultural Inquiry in Education

No abstract provided.

List Of Published Articles, Volumes One - Seventeen

McNair Scholars Research Journal

No abstract provided.

The Relationship Between Female Pelvic Dimensions, Birth Weight, And Number Of Live Births, Allison P. Sears

McNair Scholars Research Journal

This study investigates the relationship between birth weight, female pelvic dimensions, and number of live births. Pelvic inlet and outlet dimensions were recorded using three dimensional models from a sample of 30 females from the New Mexico Decedent Image Database (NMDID). By taking an approach closely informed by pre-existing anthropological and obstetrical literature, this study examines the potential relationship between female individuals’ birth weight and reproductive characteristics in adulthood, as well as the influence of these variables on the number of live births these females delivered during the course of their lives. The results suggest that there is a weak …

The Mediating Role Of Emotion Regulation Between Parent-Child-Relationship Quality And Psychological Health Of Adolescent Girls, Ethan M. Rick

McNair Scholars Research Journal

Emotion regulation plays a crucial role in adolescent psychological health and is influenced by the quality of parent-child relationships. Prior research suggests that supportive relationships foster adaptive emotion regulation, while conflict-ridden relationships contribute to emotion regulation difficulties, leading to negative psychological outcomes. This study examines the mediating role of emotion regulation difficulties in the association between mother-daughter relationship quality and adolescent psychological maladjustment, including anxiety, depression, and disordered eating. A sample of 106 adolescent girls (ages 11–21) in the United States completed self-report measures assessing relationship closeness and discord, emotion regulation difficulties, and psychological distress. Results indicated that relationship discord …

Zero-Tolerance Discipline In American Schools: Racial Injustice In The Age Of Youth Disposability, Trinity J. Perkins

McNair Scholars Research Journal

This study critically examines how neoliberal social controls and school-based criminalization efforts emerged in response to a series of moral panics surrounding perceived increases in school violence and mass shootings. Largely, this response manifested in the form of rigid zero-tolerance disciplinary policies focused on deterrence and retribution. However, research reveals the application of these policies produce racial and income-based disparities in how school discipline is administered, which contributes to the school-to-prison pipeline (i.e., a pathway for youth to be funneled out of education and into incarceration). As such, it is believed that racial threat dynamics may be contributing to the …

Mental Health Implications Of Substance Use Among Queer College Students, Samia L. Neeley

McNair Scholars Research Journal

Studies reveal that sexual minorities are at greater risk for tobacco and nicotine use (Harlow et al., 2023). In addition, experiences with discrimination and harassment are related to substance use in queer adults (Blackwell & López Castillo, 2020). Building on previous research, this study aims to investigate the relationship between substance use, mental health, and sexual/gender identity among queer college students. We asked undergraduate students (anticipated N = 100) to report their alcohol, e-cigarette, and cannabis use as well as depression and anxiety symptoms. We anticipate that queer students will report greater substance use and greater mental health challenges than …

The Energy Consumption Of Artificial Intelligence And Sustainable Strategies For Reducing Its Environmental Impact, Haley M. Johnson

McNair Scholars Research Journal

Artificial Intelligence (AI) is swiftly transforming the world, yet its environmental impact is often unknown. Training AI models, deploying AI models, and storing large volumes of AI’s data in data centers all contribute to both positive and negative environmental outcomes. While many studies highlight the benefits of AI, there are also a few that address how AI’s widespread use results in unsustainable environmental impacts. This literature review investigates the negative environmental impacts of AI, including environmental degradation, increased energy consumption, and carbon emissions. From the rise of unpredictable weather and natural disasters, to the melting of icebergs, the impact of …

Differential Effects Of Amiloride And Benzamil On Salt Taste Physiology And Behavior: The Case For Phasic Responses In The Generation Of Sodium Appetite, Amyra M. Issa

McNair Scholars Research Journal

The current experiment aims to investigate the relationship between the early phasic portion of salt taste transduction and sodium appetite. Prior research has identified two salt transduction pathways: a sodium-selective pathway, which is inhibited by amiloride or benzamil, and a non-selective pathway, which is insensitive to these blockers (Breslin & Spector, 2008). When presented with sodium solutions, sodium-depleted mice exhibit a behavior termed the “sodium appetite,” which results in voracious sodium consumption. The prevailing theory is that this behavior depends on neural activity of sodium-selective neurons (Breza & Contreras, 2012; Roitman & Bernstein, 1999). While previous studies have demonstrated that …

Contrasting Disparities Between Desi Populations And The Michigan Healthcare System In The Metro Detroit Atrea, Ramin Areeb

McNair Scholars Research Journal

This study investigated the healthcare disparities experienced by the Desi population (Indian, Pakistani, Bangladeshi, Sri Lankan, Nepali, etc.), ages 18 and higher, in the Metro Detroit area. Despite the ever-growing population of South Asian communities in the United States, research on their interactions with Michigan healthcare remained very limited. The lack of consistent reports, population-specific studies, and overall popularity of the discussion proves this. Using a survey-based methodology, this study collected accounts from participants regarding their healthcare experiences, perceived inequities, and barriers to accessing high-quality medical services. The data then underwent a thematic review to identify recurring patterns, including issues …

Introduction, Kimberly J. Brown Ph.D., Brandie Bentley, Ph.D., Msw

McNair Scholars Research Journal

No abstract provided.

Front Materials

McNair Scholars Research Journal

No abstract provided.

A Smart Contract Framework For Project Financing In Gold Mining Operations: Implications For Improved Financial Forecasting, Silvia Lydia Priskilla, Mohammed Ali Berawi, Mustika Sari Dr.

Smart City

Gold mining projects are characterized by high capital intensity and significant operational variability, making financial forecasting particularly sensitive to the quality and timing of cash-flow data. In practice, conventional financing systems rely on multi-stage administrative processes that create delays between work completion and payment realization, reducing the reliability of financial records used for investment evaluation.

This study aims to develop a smart contract-based financing framework to improve the accuracy of profitability projections in gold mining projects. A case study approach is employed using operational and financial data from a mining project in Sumatra over the period 2023–2026. The analysis combines …

Long-Term Monitoring Of The Optical Performance Of The Primary Mirrors At The Coihueco And Loma Amarilla Sites Of The Pierre Auger Observatory, A. Abdul Halim, P. Abreu, M. Aglietta, M. Ahmed, I. Allekotte, K. Almeida Cheminant, B. Fick, K. Nguyen, D. Nitz, Et Al.

Michigan Tech Publications

This paper presents the results of an optical performance monitoring campaign for the primary mirrors installed in fluorescence telescopes at the Coihueco and Loma Amarilla sites at the Pierre Auger Observatory in Argentina. Since the end of 2003, this effort has developed into a unique long-term dataset that addresses the performance of the primary mirrors. We have focused on the scattering characteristics and specular reflectance of mirror segments, as well as their evolution over several years of operation. Despite being housed in climate-controlled buildings, dust accumulation, impurities, and natural aging — such as oxidation or other chemical or physical degradation …

Health Management Practices In Chronic Traumatic Brain Injury Rehabilitation: A Scoping Review Protocol, Davina Sharma, Shané J. Gill, Lizbeth Goodman, Amanda Rabinowitz, Louis N. Hunter, Reinhard Schaler, Kirby L. Wycoff

College of Health Professions Faculty Papers

INTRODUCTION: Traumatic brain injury is increasingly recognized as a chronic condition requiring long-term rehabilitation and coordinated care beyond the acute phase. Across Europe, substantial variation exists in healthcare system organization, funding structures, and service delivery models, which may influence access to rehabilitation and long-term functional outcomes for adults with chronic moderate-to-severe traumatic brain injury. The objective of this scoping review protocol is to systematically characterize systemic factors and management practices that shape rehabilitation access, continuity of care, and recovery outcomes across European healthcare systems. This review will map published evidence on health management practices influencing chronic traumatic brain injury rehabilitation …

Biologists Study Ways To Increase Food Production For Growing World, Clara Turnage

University of Mississippi News

OXFORD, Miss. – With the world population expected to approach 10 billion by 2050, scientists are searching for ways to feed that many people with fewer resources. A new review outlines scientific advances that could help make food production more sustainable and resilient.

Envisioning Munster Technological University As A Trauma-Sensitive University, Marie Singleton Ms, Margaret Linehan Prof, Judith Butler

Irish Journal of Academic Practice

Universities seeking to provide effective support to students should incorporate trauma-sensitive approaches to ensure services are delivered with empathy and compassion while reducing the risk of re-traumatisation. The main objective of this study was to investigate what it means to be a trauma-sensitive university and what steps are required to achieve this. The study focused on Munster Technological University (MTU) as a qualitative case study and identifies what is required to make MTU the first trauma-sensitive university in Ireland. Semi-structured interviews were conducted with staff across the university's six campuses. Given the limited research examining how trauma-sensitive principles can be …

Post & Lintel, 2025-2026 Edition, Preservation Eastern

Post & Lintel

No abstract provided.

High Densities Of Large Herbivores Rapidly Disrupt Ecosystem Integrity, Jennifer A Krumins

Department of Biology Faculty Scholarship and Creative Works

Human-induced high densities of large wild herbivores may pose a threat to natural ecosystems, modifying biodiversity and ecosystem functioning. Although the negative impacts on individual taxa and processes are well documented, a comprehensive understanding of how ecosystem integrity responds to high herbivore densities remains limited. This study addresses this gap through an extensive herbivore-density manipulation experiment conducted in two Mediterranean woodlands. We established two scenarios of high red deer (Cervus elaphus) density, representative of some protected areas (similar to 30 individuals.km(2)) and intensively managed hunting estates (similar to 90 individuals.km(2)). We monitored 38 metrics encompassing a broad spectrum of biodiversity …

An Evaluation Of The Leader In Me Program’S Influence On Time And Project Management In Secondary Pbl Classrooms, Tiffany L. Brandenburg

Education Theses and Dissertations

This mixed-methods evaluation examined the implementation of the Leader in Me (LIM) framework and its relationship to secondary students’ time and project management skills within project-based learning (PBL) environments. Conducted across Grades 6–12 in a public charter school district, the study analyzed teacher surveys, student reflections, classroom observations, and Measurable Results Assessment (MRA) data to evaluate perceptions and implementation patterns related to student self-management practices. Findings indicated variability in LIM implementation across classrooms and inconsistencies in how leadership and organizational practices were integrated into daily instruction. Teachers frequently reported challenges related to students’ planning, prioritization, and task management skills, while …

To What Extent Could Quantum Computing Pose A Threat To Global Modern Data Security?, Aniket Maheshwari

Journal of Cybersecurity Education, Research and Practice

Quantum computing has emerged as a transformative technology with the potential to fundamentally disrupt modern cryptographic systems that underpin global data security. This paper examines the extent to which quantum computing could pose a threat to modern global data security by synthesising existing technical, institutional, and policy-oriented literature. Drawing on a narrative review of scholarly research, industry reports, and government frameworks, the analysis focuses on the implications of quantum algorithms such as Shor’s and Grover’s, which challenge the mathematical foundations of widely used cryptographic schemes. The findings suggest that while quantum computing presents a credible long-term threat to asymmetric encryption …

Cmsi Translations #31: Joint Air And Missile Defense Operations In The Maritime Domain Must Emphasize And Strengthen The “Four Joint Functions”, Nan Xiang, Xie Lu, Zhi Xi

CMSI Translations

With a focus on missions directed toward the maritime, and closely aligning with the objectives of the “Three Major Strategic Capabilities,” this article outlines four critical functions to enhance joint air and missile defense capabilities: strengthening joint situational awareness through multi-domain integration and all-domain reconnaissance and surveillance; optimizing command structures and integrating systems to enhance joint command and control (C2); leveraging systemic strengths and deploying forces methodically to strengthen joint defense and countermeasures; and ensuring flexibility, agility, and efficiency to strengthen joint support. These efforts aim to achieve defense against incoming threats as early as possible and as far away …

Transforming Urban Food Systems: Could Food Democracy And Food Citizenship Be Advanced By Personal And Community Impacts Of Co-Production Processes?, Bramble Gardiner, Mary Hickson, Louise Hunt, Amanda Haslam-Lucas, Barbara Diouri, Joanna Ruminska, Laura Dunn, Yve Ashton, Clare Pettinger

School of Health Professions

For complex challenges like food systems transformation, scholars suggest co-production involving multiple actors including citizens is essential. Additionally, some argue for a transformation towards ‘food democracy’. This vision aims for food system decision making to be shared across diverse actors, and people to move from being consumers to citizens (food citizenship). Urban food policy initiatives are examples of innovation in food democracy and food citizenship, but delivering authentic participation is an ongoing challenge and the impacts on those engaged have rarely been studied. Furthermore, personal transformations are essential for societal transformations and similarly receive minimal focus. The need for development …