Digital Commons Network^™

Session 2: The Cases For Industry Self-Regulation And Government Regulation Of Ai, Boaz Ashkenazy, Kevin Bartholomew, Kevin De Liban, Christopher Yoo

SITIE Symposiums

In Session Two of the SITIE 2025 Symposium titled “The Cases for Industry Self-Regulation and Government Regulation of AI,” moderated by Seattle University Technology Ethics Initiative Director and Professor Onur Bakiner, the panelists discuss their perspectives and experiences with AI regulation. They share observations about the industry and delve into the topics of AI complexity, concerns around accountability, the shift to agentic AI, the current state of AI regulation, existing legal guardrails, and their outlook on AI regulation.

Elsevier Product Update And Feedback Session, Christa Johnson-Perkins

2025 Digital Commons Southeastern User Group

No abstract provided.

Microfluidic Intracranial Pressure Monitoring Sensor, Andrea Pader, Anthony Sukendro, Tripti Pandey

Bioengineering Senior Theses

This thesis presents the design of a novel microfluidic sensor for continuous monitoring of intracranial pressure (ICP), intended as a less invasive alternative to current monitoring techniques. The sensor targets patients with critical and chronic neurological conditions, aiming to provide real-time data on ICP fluctuations. The microfluidic intracranial pressure sensor is designed for implantation beneath the skull, on the dura mater, and integrates a PDMS-based microfluidic strain sensor with wireless data transmission. Initial testing focuses on optimizing sensor design and integration with a microcontroller. Preliminary benchtop testing demonstrates the sensor's capability to detect ICP with a minimum sensitivity of 5 …

Litter-Acy, Justin Chung, Aster Li, Andrew Nguyen

Computer Science and Engineering Senior Theses

This project for Santa Clara University School of Engineering’s annual Senior Design, Litter-acy, addresses the critical societal issue of improper waste management and the lack of public knowledge regarding proper sorting techniques. These contribute significantly to environmental pollution and deterioration. Through recognizing how traditional educational methods often fail to engage younger audiences and combat the ”adolescent dip” in sustainability interest, Litter-acy proposes an innovative solution: an iOS mobile application that gamifies waste management education.

The app features multiple interactive mini-games focused on sustainable waste sorting, including Connections, Catcher, and Trivia, designed to make learning engaging and accessible. It incorporates key …

The Local Job Multipliers Of Green Industrialization, Federico Fabio Frattini, Francesco Vona, Filippo Bontadini, Italo Colantone

Fondazione Eni Enrico Mattei Working Papers

What are the job multipliers of the green industrialization? We tackle this question within EU regions over the period 2003-2017, building a novel measure of green manufacturing penetration that combines green production and regional employment data. We estimate local job multipliers of green penetration in a long-difference model, using a shift-share instrument that exploits plausibly exogenous changes in non-EU green innovation. We find that a 3-years change in green penetration per worker increases the employment-to-active population ratio by 0.11 pp. The effect is: persistent both in manufacturing and outside manufacturing; halved by agglomeration effects that increase the labour market tightness; …

Evaluating Depression In Adults Undergoing Substance Abuse Treatment: A Program Evaluation Of Intensive Outpatient Program, Chidochomoyo E. Zvirawa

Dissertations

Problem: Depression and substance use disorders (SUDs) frequently co-occur, complicating recovery outcomes. Despite screening recommendations, depression remains underdiagnosed in many SUD treatment settings.

Methods: This mixed-methods program evaluation examined depressive symptoms among adults in an Intensive Outpatient Program (IOP) using the Patient Health Questionnaire (PHQ-8). Depression screenings were conducted at intake, four weeks, and eight weeks. Eight participants meeting inclusion criteria were assessed. Data included demographics, treatment engagement, and PHQ-8 scores.

Results: PHQ-8 scores significantly declined from baseline (M = 11.75, SD = 6.52) to eight weeks (M = 5.13, SD = 5.05), t(7) = 2.76, p = .028, indicating …

Autonomous Vehicle Software Update With Blockchain: A Simulation Platform, Hudson Strauss

Computer Science and Engineering Senior Theses

The rapid growth of connected and autonomous vehicles demands robust and scalable security solutions. This project introduces AVSWU-Pack, a modular simulation framework designed to evaluate and simulate blockchain-based communication in autonomous vehicular networks adapted directly from Dr. Gabriel Solomon’s work(2). Built on top of Veins, SUMO, INET, and OMNeT++, the platform enables vehicle-to-infrastructure and vehicle-to-vehicle communication with secure data exchange via gRPC-based integration with a Polkadot blockchain node. The simulation framework utilizes a Veins-like project built with Polkadot-Substrate to simulate a VANET that communicates vehicle information to the blockchain. Deployable in a basic VirtualBox environment, the system enables controlled experimentation, …

Beyond Campus, Sophia Miranda, Jenna Chinn, Dev Gupta

Computer Science and Engineering Senior Theses

College is often regarded as a formative period for building lasting friendships, but many students - particularly new, transfer, or socially reserved individuals - struggle to form connections. Beyond Campus is a social networking platform designed specifically for college students to foster meaningful friendships through interest-based matchmaking. The platform leverages a custom algorithm to suggest compatible peers, supports the formation and discovery of community groups, and o↵ers secure, user-friendly messaging. Unlike existing social apps like Bumble BFF, ZeeMee, and GroupMe, which lack a dedicated focus on the college experience, Beyond Campus targets university communities directly. By providing a modern, inclusive, …

Chevron Was Not, And Cannot Be, Overruled: The Dullness Of Loper Bright, Edward L. Rubin

Duke Journal of Constitutional Law & Public Policy

As expected, the Supreme Court declared, in Loper Bright Enterprises. v. Raimondo, that "Chevron is overruled." But the Court did not understand the decision that it claimed to overrule. It focused its criticisms on Chevron's notorious two-step test, but failed to recognize that the decision is a major conceptual advance – the first clear judicial recognition that statutory interpretation is the initial and invariably necessary stage in the process by which administrative agencies enforce the law. Chevron thus revealed a reality that the current Court is powerless to alter. Most administrative statutes are not the normative declarations of the pre-administrative …

Continuous Monitoring Of Dynamic Levels Of Sepsis-Associated Biomarkers In Blood For Early Diagnosis, Aidan Burke, Jake Chansky, Anders Kouhia, Brian Mostofi

Bioengineering Senior Theses

Sepsis is a general diagnosis related to a dysregulated immune response to a source of infection that, if left untreated, will most likely result in organ failure and eventual death. Sepsis affects 49 million people annually, and is responsible for 11 million annual deaths, according to Jarczak 1. A recent study has shown that over 80% of sepsis deaths may be preventable with earlier diagnosis and treatment, and that the risk of mortality increases by 8% for every hour that sepsis goes untreated 5. Thus, our team identified that the timeliness of sepsis diagnosis is a paramount healthcare need.

We …

Quantum Machine Learning For Battery Health And Thermal Risk Prediction, Alexander Mutiso Mutua, Ruairí De Fréin

SAML-25 Workshop on Statistical and Machine Learning

The rapid growth of connected Electric Vehicles (EV) as part of modern Intelligent Transport Systems (ITS) motivates the need for real-time management of Lithium-ion (Li-ion) battery health and thermal risks. Li-ion batteries, although widely used, are prone to degradation and thermal runaway, posing significant challenges for safe and efficient EV operation. We present a Quantum Machine Learning (QML) and Agent-Based Model (ABM) that simulates and predicts EV behaviour under various battery degradation con- ditions. We use a Variational Quantum Neural Network (VQNN) trained on NASA battery datasets to classify EVs into four cate- gories: healthy, degraded for fixed chargers, degraded …

Thinning The Jungle Of “Unconceived Alternatives.” Stanford's Antirealism Meets Expected Unifications And Avoidable Inconsistencies, Ioan Muntean

Philosophy Faculty Publications

K. Stanford (2006, 2009) has offered an antirealist argument (the “problem of unconceived alternatives”, PUA) based on the argument that scientists are not able to grasp alternatives to a current scientific theory T. According to PUA, the mere existence of some epistemically inaccessible alternatives (T’, T”, …) weakens our trust in T and shakes the foundations of mainstream scientific realism. The realist may entertain the inkling that inter-theoretical relations (both existing and expected or ‘hoped-for’) play a role in accepting or rejecting PUA. The most celebrated intertheoretical relations, such as consilience, reduction, realization, emergence, equivalence, or approximation—whether prospective, expected, or …

Bridget Mcmahon And James Rice V. Chipotle Mexican Grill Inc

2025 Decisions

USDC for the Western District of Pennsylvania

Judy Percival V. Kelley Zimmerman

2025 Decisions

USDC for the Eastern District of Pennsylvania

Simulating And Designing Pyro Fx To Communicate A Hostile And Magical Environment, Rebekah L. Tran

Undergraduate Honors Theses

This thesis aims to document the fire FX work completed on this year’s senior capstone film, Love & Gold, for the BYU Center of Animation. The story of the film is brought to life with many different types of effects including snow, sparks, lava, rock shattering, magic, hair, cloth, and the topic of this thesis, fire. The film has three main fire simulation needs: torches, braziers, and fire traps. The FX team on the film created these with Pyro simulations. Pyro simulations are a common type of simulation supported by Houdini FX, the software program that BYU Animation primarily uses …

The Adoption And Implementation Of Lean And Six Sigma In State Governments And Its Impact On Efficiency, Effectiveness, And Equity, Jin Hong Kim

All Faculty Scholarship

This research explores the contextualized use of Lean and Six Sigma (LSS) practices in the state governments in the United States. It analyzes LSS’s capacity to innovate public service administration to improve efficiency, effectiveness, and equity in government.
This study employed the Grounded Theory Method to analyze 2,048 LSS project reports from 32 state governments between 2003 and 2024, aiming to identify systematic patterns in the adjustment and application of LSS within state service administration and its outcomes.
Thirty-two states applied LSS across 24 service areas, adapting it in five ways: strategic programming, production efficiency, customer focus, internal accountability, and …

Lighting Up The Cell: Developing A Luminescent Lanthanide Probe For Detecting Rnas, Jonathan Savell

Honors Projects

An anion detecting luminescent probe, Tb:DO2A-Cs124, was repurposed for use in RNA imaging. Potential RNA aptamers were identified for the molecule using Capture-SELEX and MinION sequencing. Fluorimetry data revealed these aptamers did not allow for the probe to luminesce in the presence of target RNAs due to adenosine monophosphate’s ability to quench the emission signal.

Secure Your Hardware With Randomization And Redundancy, Dennis Cao, Joseph Khamisy, Sumeet Upadhya

Computer Science and Engineering Senior Theses

Differential Fault Analysis (DFA) is a potent hardware attack that threatens cryptographic security by injecting faults into a cipher implementation to reveal secret keys. This project aims to mitigate DFA attacks on the Advanced Encryption Standard (AES) by implementing targeted countermeasures in an embedded AES-128 encryption core. Two key techniques are explored: Randomization and Triple Modular Redundancy (TMR). The randomization approach introduces unpredictability into the encryption process, which involves inserting dummy rounds, artificial noise, and random delays, to disrupt an attacker’s timing and analysis, while TMR provides redundancy by replicating critical rounds of computation and using majority voting to correct …

A Mixed-Methods Investigation Of Lesson Field Tests And Subsequent Learning Outcomes Amongst Fourth Grade Public-School Students In Los Angeles County, Amber Lynwood

International Christian Community of Teacher Educators Journal

This mixed methods study sought to field test a series of four lessons designed for fourth graders in order to expand historical understandings concerning Black Americans. The primary goal of the study was to determine the effectiveness of the lessons, measured by statistically significant positive changes in knowledge on pre and post-tests. Given the limited empirical work on Black history teaching, this study sought to address this gap in the literature.

Colonization-Persistence Trade-Offs In The Human Microbiome, Liam F. Nokes

Environmental Studies Senior Theses

Understanding how diverse microbial taxa coexist in the human body without competitively excluding one another remains a key challenge in microbiome ecology. One proposed explanation is the colonization-persistence trade-off, where species with high colonization ability are poor persisters, and vice versa. We test for this trade-off across human associated microbial communities among many individuals and in multiple body sites using a large-scale participant-level meta-analysis of longitudinal microbiome datasets curated from the MGnify database. We applied island biogeography-based models to calculate effective colonization and persistence rates for microbial families and genera across 606 individuals over twenty-six studies. Regression of the log-transformed …

Causal Effects Of Schooling On Memory At Older Ages In Six Low-And-Middle-Income Countries: Nonparametric Evidence With Harmonized Datasets, Vikesh Amin, Jere R. Behrman, Jason M. Fletcher, Carlos A. Flores, Alfonso Flores-Lagunes, Iliana Kohler, Hans-Peter Kohler, Shana D. Stites

Upjohn Institute Working Papers

Higher schooling attainment is associated with better cognitive function at older ages, but it remains unclear whether the relationship is causal. We estimate causal effects of schooling on performances on the Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) word-recall (memory) test at older ages in China, Ghana, India, Mexico, Russia, and South Africa. We used harmonized data (n=30,896) on older adults (≥50 years) from the World Health Organization Study on Global Ageing and Adult Health. We applied an established nonparametric partialidentification approach that bounds causal effects of increasing schooling attainment at different parts of the schooling distributions under …

Characterizing Power Profiles Of A Concentric Ring Multifocal Contact Lens For Myopia Management: A Novel Approach, Annabelle Mawhinney, Phillip Buckhurst, Craig Mcneile, Stephen Hall, Hetal Buckhurst

School of Health Professions

This study presents a systematic method for characterizing power profiles of concentric ring multifocal contact lenses (MFCL), specifically the MiSight® lens used in myopia management, and evaluates the potential of Multivariate Adaptive Regression Spline (MARS) modelling to extrapolate profiles across a full dioptric range.Power profiles of eleven MiSight® lenses (−0.25D, then −1.00D to −10.00D in 1.00D steps) were measured using the NIMOevo® system. MiSight® lenses comprise four concentric zones, with zones 2 and 4 providing additional plus power. Centre thickness (CT) was measured using an immersive spectral-domain Optical Coherence Tomographer. Zonal boundaries were determined as asymptotes of a four-parameter sigmoidal …

Implementing Exercise Is Medicine At Byu, Destiny Rose H. Romero

Undergraduate Honors Theses

Exercise has been proven for millennia to have significant health benefits, both preventative and curative. Many modern diseases and ailments can be prevented, alleviated, or even cured with increased physical activity. Unfortunately, the United States health system has yet to effectively integrate exercise into mainstream medical models. The American College of Sports Medicine (ACSM) is working to solve this disconnect through their global health initiative Exercise is Medicine (EIM). Most relevant to BYU is their EIM-On Campus program, which incorporates principles of exercise medicine into colleges and universities. This thesis first explores the dynamics of the health system that inhibit …

The Captive Audience Doctrine Today, R. George Wright

Duke Journal of Constitutional Law & Public Policy

No abstract provided.

An International Perspective On Geography Curricula: Paving A Way Forward For Geographical Thinking, Tomáš Bendl, Hilde Storrøsæter, Lene Møller Madsen, David Trokšiar, Raphaële De La Martinière, Shanshan Liu, Sizakele Serame, Jerry T. Mitchell, Péter Bagoly-Simó, Yushan Duan, Gillian Kidman

Faculty Publications

Geographical thinking is a cornerstone of modern geography education. Despite its universal value, no large-scale international study has systematically examined its integration into diverse curricular documents. This study investigates how geographical thinking is embedded in the curricula of nine countries, focusing on content and procedural dimensions. Using a structured analytical framework, the research reveals significant patterns and gaps, particularly the underrepresentation of place as a central concept, the lack of explicit focus on geographical thinking, and the limited emphasis on its procedural dimension. The findings emphasise the need for stronger interconnections between these dimensions to promote a more comprehensive approach …

Peer-Assisted Learning Strategies: An Agentic Instructional Approach To Mathematical Self-Efficacy And Achievement In Special Education Settings At High-Poverty Schools, Erin Lm Roman

Education Dissertations

In many high-poverty schools, students with disabilities continue to face significant barriers and challenges when compared to their typically developing peers. A lack of tangible or positive experiences often leads to low self-efficacy and hindered achievement. This study explored Peer-Assisted Learning Strategies (PALS) as an instructional approach rooted in student agency. A convergent mixed-methods quasi-experimental design investigated how agentic PALS impacted mathematical self-efficacy and achievement. PALS leveraged neuroscience principles to support agency through skill-aligned peer pairings as dyads that eliminated power differentials. Four structured activities reinforced the model-and-memory sequence, enhancing both conceptual understanding at the neurobiological level and visible …

Inhibitory Control: A Mediator Between Sensory Responsivity And Externalizing Behaviors In Children On The Autism Spectrum, Kaitlyn M. Drafton

Clinical Psychology Dissertations

Sensory differences are among the most commonly reported symptoms in children on the autism spectrum and have been linked to both externalizing behaviors and executive functioning challenges. However, few studies have explored the potential mechanisms that underlie these relationships. The present study examined whether inhibitory control mediates the relationship between sensory responsivity and externalizing behaviors in young autistic children, each rated via caregiver-report measures. Participants included 107 caregivers of autistic children between the ages of 5-10 years old. It was hypothesized that higher levels of sensory responsivity would predict greater difficulty with inhibition, which in turn would be associated with …

Assessing Older Adult Behavioral Health Diagnoses In Oregon By Geographical Area, Physical Disability Status, And Age., N F. Parsons, Allyson Stodola, Ellis Hews, Nirmala Dhar, Sheryl Elliott, Sarah Dys, Walter D. Dawson

Institute on Aging Publications

This repeated cross-sectional study aims to assess potential differences among behavioral health (BH) diagnoses for older adults. Differences in services across urban versus rural/remote areas may contribute to deeply entrenched barriers to improved BH for this population.

The Development Of The Disclosed Reasons Of Partners' Premature Discontinuation In Couple Therapy Questionnaire (Dropped-Ct), Luca Codeca'

Theses and Dissertations

Premature discontinuation from couple therapy presents a substantial challenge for clients, therapists, and society. Inconsistent data on the frequency and reasons for premature discontinuation may be attributed to a lack of methodological rigor in assessing the phenomenon. This study addresses this gap by developing the Disclosed Reasons Of PrEmature Discontinuation in Couple Therapy Questionnaire (DROPPED-CT), a comprehensive instrument designed to assess the reasons why couples prematurely discontinue therapy. Utilizing a mixed-method approach, the DROPPED-CT was developed through the integration of qualitative and quantitative data. The questionnaire demonstrates strong potential for enhancing the consistency of construct operationalization and improving the comparability …

Building A Theory-Based Understanding Of Sexual Health Provider Stigma: A Phenomenological Study, Harit Agroia, Rebecca Reno, Maytal Bach, Jenette Spezeski, Erin Starzyk

Journal of Social, Behavioral, and Health Sciences

Unraveling provider-level sexual health stigma requires building an understanding of contributing factors, such as provider knowledge, values, beliefs, medical training, and other intrapersonal or interpersonal factors that may influence its manifestation at the clinic level during patient–provider interactions. Healthcare provider stigma has not been sufficiently understood or explained using classic psychological theories, such as Cognitive Dissonance Theory (CDT) or Social Cognitive Theory (SCT). We build a theory-based understanding of sexual health-provider stigma by proposing modifications to the SCT to develop the Modified SCT (M-SCT) model, where cognitive dissonance is hypothesized to influence the personal/cognitive and behavioral factors of the M-SCT. …