Digital Commons Network^™

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 …

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 …

Neural Network Model Watermarking Using Quantized Least Significant Bits And Pseudorandom Error-Correcting Codes, Ranjit Kumaresam, Srinivasan Raghuraman, Ka Log Ng

Defensive Publications Series

The present disclosure relates to watermarking techniques for neural network models that embed verifiable ownership information into model parameters. In one aspect, floating-point weight parameters are quantized and least significant bits are biased during rounding such that the bits collectively encode a pseudorandom error-correcting code derived from a digital signature of a model owner. In another aspect, a pseudorandom codeword generated from the digital signature is directly embedded by replacing least significant bits of quantized weight parameters. In both cases, the watermark is cryptographically verifiable and remains detectable even after model perturbations, fine-tuning, or partial retraining. Ownership verification is performed …

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 …

Pruritus Associated With Systemic Sclerosis: A Systematic Review Of Treatment-Based Clinical Trials, Kiana Mortezaei, Rishika Pasula, Meryem Nursoy, Amit Syal, Ioannis Panayiotou, Geeta Kumari, Andreas Chatzitoffis, Pavle Milutinovic, Olajumoke O. Fadugba, Chris T. Derk

Student Papers, Posters & Projects

This paper aims to examine the latest research on treatments for itch (pruritus) in people with systemic sclerosis (SSc), identify areas where information is lacking, and propose suggestions for future studies.A comprehensive literature search was performed in PubMed and Scopus in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies evaluating therapeutic interventions for pruritus in SSc. Eligible studies included randomized controlled trials, cohort studies, and case series comprising a minimum of three patients. Data extraction encompassed study design, patient demographics, pruritus assessment instruments including validated and non-validated measures, and clinical outcomes. Studies …

Learning Trajectories Of Online Batch Selection Methods, Luke Green

Theses and Dissertations

Modern deep neural networks achieve strong performance on large-scale datasets, but often require substantial training time. Online batch selection methods seek to reduce this cost by updating models on informative subsets of each batch rather than on all available examples. Recently introduced methods leverage teacher models and report substantial speedups, particularly in noisy-label settings. However, comparisons are often based on the number of epochs required to reach a target test accuracy, a coarse metric that is sensitive to implementation details and may obscure important differences in learning dynamics. In this thesis, we implement several online batch selection methods in a …

Advancing Data Usability, Activity Modeling, And Stability Optimization In Computational Enzyme Design, Spencer Gardiner

Theses and Dissertations

A grand challenge of computational biology is to computationally design, in a single pass, a protein sequence that catalyzes an arbitrary chemical reaction at a high rate under specified conditions [1]. This work details advances in three essential areas on the path to that goal: data quality, activity prediction and modeling, and stability optimization. The structure and implementation of the Allotrope Simple Model (a FAIR data format for many scientific instruments) was examined in [2], setting the stage for training deep learning models on high-quality experimental datasets from diverse sources. In [3], the limits of physics-based and deep learning tools …

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 …

State Normal School Second Section Of The Class In Declamation, State Normal School

Documents

1874 State Normal School Program

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 …

English For Speakers Of Other Languages Program: Compliance Vs Realities Of Practice, Ana Sofia Rodriguez-Oronoz

Graduate Student Dissertations, Theses, Capstones, and Portfolios

This research study examined the misalignment between policy compliance and instructional practice within English for speakers of other languages (ESOL) programs in K–12 public education. Although federal and state mandates require equitable access and services for English language learners (ELLs), compliance with these requirements has not consistently resulted in effective classroom practice. The problem of practice focused on how educators interpreted and enacted ESOL policies and the extent to which these practices aligned with the intent of the Multicultural Education, Training, and Advocacy (META) Consent Decree and related accountability frameworks.

A qualitative research design was used to explore educators’ perceptions …

Digitize And Discard: A Campaign For Sustainable Av Stewardship, Cory L. Nimer, Ben Harry, Abby Beazer, Miya Jensen, Michael F. Gates

Faculty Publications

Archives and libraries face growing preservation challenges from aging audiovisual collections due to carrier degradation and playback equipment obsolescence. As the media becomes more difficult to access, its archival value decreases, leading to questions about its ongoing storage. One proposed solution has been to digitize and discard the original media, preserving the recordings as digital masters with derivative files for public access. The suggestion to reformat audiovisual materials raises questions for cultural heritage professionals, and each stakeholder group may have its own concerns. Yet as media capture and digital preservation technology improve, to maintain our program’s sustainability, we have begun …

1892 State Normal College Essays And Orations Of Graduates, State Normal College

Documents

1892 State Normal College Program

Post & Lintel, 2025-2026 Edition, Preservation Eastern

Post & Lintel

No abstract provided.

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 …

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 …

Quality Improvement Project The Impact Of The Interact “Stop And Watch Tool” In A Skilled Nursing Facility, Lorraine Hicks

Doctor of Nursing Practice Projects

Avoidable hospitalizations from skilled nursing facilities (SNF) contribute to increased healthcare costs, resident distress, and adverse health outcomes. Many readmissions result from delays in identifying and communicating early signs of resident deterioration. The purpose of this project was to implement an evidence-based intervention to recognize early changes in residents’ conditions, empower nursing staff to detect and promptly communicate concerns, and impact 30-day hospital readmission rates. Problems identified included delayed recognition of early changes in residents’ conditions, fragmented staff communication, and the absence of standardized reporting practices, which were associated with preventable hospital readmissions. A quasi-experimental pre-/post-intervention design guided by Jean …

Millennials Will Pay The Price: Demographic Imbalance And Reform Inertia In Canada’S And Spain’S Pension Systems, Javier E. Burgos Oliva

Journal of New Finance

This paper examines how demographic imbalance and policy inertia undermine intergenerational equity in Canada’s partially funded and Spain’s pay-as-you-go pension systems. Despite structural differences, both nations transfer financial risks to Millennials and Gen Z due to aging populations, low fertility, and political resistance to reform. Using a comparative political economy framework and a stylized hyperbolic discounting model, the study shows institutional design alone cannot prevent unsustainability when incentives favor short-term gains. Policy recommendations include automatic adjustment mechanisms, independent fiscal councils, and private pension incentives.

The Other Side Of Peruvian Private Pension System, Paolo Daniel Jara

Journal of New Finance

Between 2020 and 2025, Peru's Congress authorized eight extraordinary withdrawal rounds from the Private Pension System (SPP), liquidating USD 38 billion. This paper argues that the trajectory is the empirical convergence of two analytically distinct failures. The first, from below, reflects the mismatch between the system's behavioral assumptions and a heterogeneous, predominantly informal workforce. The second, from above, reflects short-cycle electoral incentives, institutional asymmetry between Congress and the regulator, and slippery-slope dynamics. The paper proposes a reform combining free disposal of pension funds with individual fiscal responsibility, mediated by a binding waiver of the state-funded solidarity pension.

Skill-Based Occupational Connectivity And Local Labor Market Development, Xiaoyin Li, David H. Nason, Heather M. Stephens

Regional Research Institute Working Papers

Recent decades have witnessed significant economic transitions that have disrupted traditional economic activities and reshaped the labor force. Occupational connectivity, which captures how easily workers transition to other growing occupations, may be an important factor for local labor market resilience and development. Using county employment shares and a skill-based occupational matching matrix built upon O*NET data, this study explores how occupational connectivity affects local labor market outcomes. Our findings suggest that counties with higher levels of occupational connectivity are associated with better labor market outcomes and more stable population dynamics, even after accounting for local industry mix. These results highlight …

Enhancing Teaching Effectiveness Through Professional Development For Part-Time Nursing Faculty, Amanda Moss

Doctor of Nursing Practice Projects

Part-time nursing faculty play a vital role in nursing education; however, many institutions lack standardized professional development opportunities for part-time faculty, resulting in inconsistent preparation and teaching practices. This Doctor of Nursing Practice policy change project examined whether revising an institutional professional development policy to include part-time faculty and implementing a structured faculty development program would improve faculty preparedness, confidence, and comfort with evidence-based teaching practices and instructional strategies that support ACEN faculty development expectations. Guided by the Iowa Model–Revised of Evidence-Based Practice, Kotter’s Organizational Change Theory, and the Plan-Do-Study-Act (PDSA) framework, this quantitative policy change project was conducted over …

Parental Effects In Fall Webworm, Emma Sellers, Mykaela Tanino-Springsteen, Mayra Vidal, Dhaval Vyas, Gina Wimp, Mariana Abarca, Mattheau Comerford, Shannon Murphy

Data

The environment or experiences of a parent generation can impact the fitness of the next generation, a phenomenon known as parental effects. While a high-quality diet can directly benefit an individual and a low-quality diet can reduce fitness, a parental effect occurs only when there is a transgenerational response to these stimuli that manifests in the individual’s offspring. In dietary generalists, a parental effect could play an important role for offspring performance if the species experiences considerable variation in quality across host plants; positive parental effects may result from host matching between parents and offspring on high-quality host plants, whereas …

1890 State Normal College Essays And Orations Of Graduates, State Normal College

Documents

1890 State Normal College Program

Microglial Swell1 Deficiency Drives Male-Specific Seizure Vulnerability But Paradoxical Neuroprotection Through Impaired Phagocytosis, Abhijeet S Barath, Aastha Dheer, Laura Montier, Mekenzie M Peshoff, Emily Dale, Flavia Goche, Thanh Thanh Le Nguyen, Mastura Akter, Fangfang Qi, Dimitrios Kleidonas, Lauren Harris, Sarah A Jewanee, Anthony D Umpierre, Dale B Bosco, Koichiro Haruwaka, Rajan Sah, Long-Jun Wu, Rongzhuo Hua, Tejaswani Datla

The Brown Foundation: Institute of Molecular Medicine

The discovery of genes encoding the volume-regulated anion channel (VRAC) has enabled detailed exploration of its cell type-specific roles in the brain. LRRC8A (SWELL1) is the essential VRAC subunit. We observed seizure-induced, subunit-specific changes in microglial VRAC expression and investigated its function using conditional KO (cKO) of LRRC8A in microglia. SWELL1 cKO mice exhibited a male-specific increase in kainate-induced seizure severity, yet showed paradoxical neuroprotection against seizure-associated neuronal loss. Mechanistically, SWELL1 deletion led to a cell-autonomous reduction in microglial density and decreased release of VRAC-permeable neuroactive metabolites, including taurine, GABA, and glutamate in culture. Additionally, impaired phagocytic kinetics and reduced …

[Review Of] The Divine Economy: How Religions Compete For Wealth, Power And People, Steven Pfaff

Sociology Faculty Articles and Research

A review of Paul Seabright's The Divine Economy: How Religions Compete for Wealth, Power, and People.

Comparative Study Of Green Synthesis To Prepare Tio2 Nanoparticles From Plant Shard Leaves Extract By Using Microwave Irradiation And Microjet Plasma, Zainab Fakhri Merzah, Zainab J Shanan, Tayser Sumer Gaaz

Baghdad Science Journal

Plant extracts have been widely investigated as a safer alternative for the green synthesis of metal oxide nanoparticles. This study presents a green synthesis approach using shard leaf extract assisted by microwave irradiation and microjet plasma for the preparation of titanium dioxide nanoparticles (TiO₂ NPs). The synthesized nanoparticles were characterized using Field Emission Scanning Electron Microscopy (FESEM), X-ray diffraction (XRD), ultraviolet-visible spectroscopy (UV–Vis), Fourier Transform Infrared Spectroscopy (FTIR), and zeta potential (ZP) analysis. XRD results confirmed the formation of the anatase phase of TiO₂ without detectable brookite or rutile peaks, indicating high phase purity. The crystal structure was …