Digital Commons Network^™

Governing Intelligence: Singapore’S Evolving Ai Governance Framework, Jason G. Allen, Jane Loo, Jose Luna

Research Collection Yong Pung How School Of Law

This paper provides an outline analysis of the evolving governance framework for Artificial Intelligence (AI) in Singapore. Across the Singapore government, AI solutions are being adopted in line with Singapore’s “Smart Nation Initiative” to leverage technology to make impactful changes to the nation and the economy. In tandem, Singaporean authorities have been assiduous to release a growing number of governance documents, which we analyse together to chart the city-state’s approach to AI governance in international comparison. Characteristics of Singapore’s AI governance approach include an emphasis on consensusbuilding between stakeholders (particularly government and industry but also citizens) andvoluntary or “quasi” regulation, …

Association Of Social Support And Burnout Among Undergraduate Medical And Health Sciences Students At A Malaysian University, Lee Jia Le, Farrah Asyiqin Mansor, Kayalvili R. Manogar,, Siti Khadijah Adam

Health Professions Education

Purpose: Medical and health sciences students are prone to burnout due to intense academic pressure and demanding schedule. Social support plays a vital role in mitigating burnout by providing emotional, informational, and practical assistance, which helps students navigate the challenges of their rigorous academic environment. The aim of this study was to determine the prevalence of burnout and the contributing factors among these students in a university in Malaysia. The association between social support and burnout among these students was also explored.

Method: A cross-sectional study was conducted among 459 undergraduate students in the Faculty of Medicine and Health Sciences, …

Faculty Relationships: A Key Factor In Fostering Students' Sense Of Belonging In A Doctor Of Physical Therapy Program, Gina Gang, Jenni Rae Rubio, Michael Antich, Anayansi Balmaceda, Alexandra Candamil, Lacey Fogata, Corey Salce, Roger Vermont Zelaya, Noha Daher

Health Professions Education

Background: Sense of belonging is critical for student success in higher education. Limited research exists investigating factors perceived by Doctor of Physical Therapy (DPT) students contributing to belonging during on-campus curricula.

Objective: The purpose of this study was to explore belonging among second-year DPT students and identify influencing factors and strategies to enhance on-campus belonging.

Methods: The study used a convergent parallel design, integrating quantitative cross-sectional survey data with qualitative thematic analysis. Second-year DPT students in one residential program completed the University Belonging Questionnaire (UBQ) and answered open-ended questions. The primary outcomes were degree of student belonging, factors influencing belonging, …

Seahorsedad: A Study Of Metaphors In Transmasculine Birther’S Instagram Posts, Alexa Anne Runnion

Graduate Student Theses, Dissertations, & Professional Papers

Dominant notions of pregnancy frame gestation as a solely female process. However, the experiences of transmasculine birthers challenge this assumption, demonstrating that pregnancy is not inherently tied to womanhood but is instead shaped by social and cultural narratives and representations. This paper explores the unique pregnancy and parental exercises of transmasculine birthers by examining public social media posts under the hashtag #seahorsedad on Instagram. Utilizing metaphorical criticism, I aim to uncover how transmasculine birthers, known within the community as “seahorse dads,” both uphold and resist traditional notions of gender, pregnancy, and parenting through a combination of textual and visual metaphor. …

Spatial And Temporal Patterns Of Nutrient Limitation In A Western Montana River, Matthew T. Nichols

Graduate Student Theses, Dissertations, & Professional Papers

Enhanced loading of nitrogen (N) and phosphorus (P) is pervasive in rivers around the world. As a consequence of nutrient-rich conditions, many well-lit rivers experience severe algal blooms, which threaten water quality and aquatic habitats. Nutrient enrichment in the upper Clark Fork River, located in western Montana, has increased the productivity of benthic algae, Cladophora glomerata, which routinely forms extensive blooms during summer growing seasons (July – September). Addressing eutrophication in rivers begins with identifying the nutrients that contribute toward algal productivity. I deployed nutrient diffusing substrates (NDS), collected bi-weekly surface water samples, and conducted algal surveys at four …

Integrating Spatial Statistics And Decision Analysis For Wildfire Risk Mapping: A Case Study Of The Kootenai National Forest, Elijah Kordieh Mensah

Graduate Student Theses, Dissertations, & Professional Papers

Wildfire risk in the western United States has intensified in recent decades due to intersecting forces of climate change, systematic fire suppression, and expanding human settlement in fire-prone regions. This thesis presents a comprehensive spatial assessment of wildfire risk in the Kootenai National Forest (KNF) and its surrounding landscape in northwestern Montana, integrating wildfire likelihood, suppression difficulty, evacuation vulnerability, and building exposure into a unified spatial statistical framework. The research addresses a critical gap in spatial wildfire risk modeling by focusing on the need to assess fire threats in relation to local operational constraints and community vulnerabilities.
Drawing on geospatial …

Increasing Nature Connection And Decreasing Climate Change Distress In An Indigenous Population: The Development Of A Traditional Ecological Knowledge Intervention Framework, Olathe Antonio

Graduate Student Theses, Dissertations, & Professional Papers

Research suggests that nature connection is positively correlated with pro-environmental behaviors, concern for the climate, general wellbeing, and subjective levels of climate change distress. Few research studies have examined how to increase nature connectedness without increasing psychological distress. Such research is especially important for those who are disproportionately affected by climate change such as Indigenous Peoples. To address this discrepancy, we developed a culturally-grounded psychological intervention framework based in traditional ecological knowledge (TEK) for Indigenous populations and offered an adapted example for a Navajo population. The intervention was created in collaboration with TEK experts to conceptualize key psychologically-relevant TEK principles, …

Indigenous Placemaking, Colonial Placetaking, And Indigenous Data Sovereignty: Implications Of Environmental Data Collection On Tribal Lands, Paige Nizhonii Kya'iyo Johnson

Graduate Student Theses, Dissertations, & Professional Papers

This project investigates how Indigenous Data Sovereignty protocols apply to environmental data collected on Tribal lands by federal and state entities. The 2011 and 2014 flooding of the Missouri River and a need for further soil moisture data led the United States Army Corps of Engineers Omaha District to implement a Mesonet weather station monitoring network across the Upper Missouri River Basin (UMRB). Historically, the Army Corps of Engineers has not included Indigenous perspectives into their decision-making, and this has caused Tribes to be distrustful of partnerships with them. The UMRB monitoring network will span across the Upper Missouri River …

Predicting Language And Literacy Success In Children With And Without Developmental Language Disorder, Melissa Catherine Phelan

Graduate Student Theses, Dissertations, & Professional Papers

The purpose of this study was to investigate the roles of phonological, orthographic, and morphological awareness in predicting language and literacy success for children with developmental language disorder (DLD), DLD with dyslexia, and typically developing (TD) children. DLD, a prevalent yet underdiagnosed condition, is associated with significant psychosocial and academic challenges, including a roughly 50% likelihood of developing dyslexia. Current identification systems rely on inconsistent parent/teacher referrals, which miss approximately 60% of children with DLD and over 33% with dyslexia, limiting access to effective interventions. This study longitudinally examines whether kindergarten screenings of three metalinguistic skills—phonological, orthographic, and morphological awareness—predict …

Designing A Behavior-Supportive Literacy Block Using Ufli Phonics For First Grade Students With Behavioral Challenges, Julia Lynne Pugh

Graduate Student Theses, Dissertations, & Professional Papers

Students with behavioral challenges tend to struggle while engaging with structured academic instruction, particularly in foundational literacy blocks. In fact, in 2021, it was reported that 27.7% of children aged 3-17 struggle with a mental, behavioral, or developmental disorder. (Leeb et al., 2024) While programs such as UFLI (University of Florida Literacy Institute) offer highly effective phonics instruction, these programs typically lack embedded support for individuals struggling with self-regulation, attention, and task persistence. As a result, these students are presented with a higher risk of falling behind in their reading skills. In this project, the author aims to develop a …

Hormonal Decay After Death: Evaluating Dhea-S As A Potential Molecular Marker For Postmortem Estimation, Marisa Lydia Novak

Graduate Student Theses, Dissertations, & Professional Papers

Post-mortem interval (PMI) estimation is a central component of forensic anthropological investigation, but traditional methods for estimating time since death lose accuracy after ~72 hours. Recent research indicates that some steroid hormones may undergo predictable degradation patterns after death, offering potential use as biochemical clocks for PMI estimation beyond this threshold. Dehydroepiandrosterone (DHEA), and its sulfate form (DHEA-S) are of particular interest due to their metabolic stability, systemic influence, and association with trauma. This study investigates whether DHEA-S hormonal degradation patterns correlate with time elapsed since death and body temperature, evaluating their potential as biochemical PMI markers. 160 mL of …

From Plumes To People: Constraining The Emissions, Chemistry, And Health Impacts Of Western U.S. Smoke, Lixu Jin

Graduate Student Theses, Dissertations, & Professional Papers

Wildfires are a significant source of volatile organic compounds (VOCs) in the western U.S., emitting hundreds to thousands of species that play key roles in tropospheric oxidation, ozone production, and secondary organic aerosol formation. Many VOCs have only recently been identified and quantified in laboratory burning experiments, leaving uncertainties about their emission estimates from wildfires, their roles in plume OH oxidation chemistry, and their evolution during smoke aging. This dissertation aims to improve our understanding of the emissions, chemistry, and health impacts of VOCs in wildfire smoke using detailed in-situ measurements made during the summer 2018 Western Wildfire Experiment for …

Navigating The Currents: A Virtual Session On Reflection To Explore The Challenges And Lessons Learned During Online Medical Education In The Covid Pandemic., Smitha Elizabeth Kore, Miriam Archana Simon

Health Professions Education

Purpose: An online session in this study was conducted to teach the importance of reflections and discuss the challenges faced in online classes during the pandemic.

Methodology: An exploratory intervention-based study was conducted. A two-day Webex session introduced preclinical students to reflection. Day one included faculty-led sessions on reflection's importance in medicine. Whereas on day two there were presentation of selected student reflections and tips for future online learning from senior students. Quantitative and qualitative feedback was gathered through an online survey.

Statistical analysis included descriptive statistics, Cronbach’s alpha, Spearman’s correlation, simple linear regression and nearest neighbor analysis to …

Assessing Attitudes Towards Plagiarism Among Health Professionals: The Impact Of Scientific Writing Training, Humera Adeeb, Brekhna Jamil, Ihsan . Ullah

Health Professions Education

Purpose. Plagiarism is a common form of academic misconduct with damaging consequences to researchers and science. There is a need to explore attitudes towards plagiarism and adopt strategies to mitigate its effects.

Method. A cross-sectional analytical study was conducted among health professionals attending a course at Khyber Medical University. Data were collected from 1st September 2022 to 31st January 2023. Attitudes towards plagiarism questionnaire, with 29 items on a five-point Likert scale, was distributed on google forms to 240 participants. Age, gender, qualification, previously attended course on scientific writing and authoring an article were described as proportions. The unpaired t-test …

Modeling Ion-Specific Effects In Polyelectrolyte Brushes: A Modified Poisson-Nernst-Planck Model, William J. Ceely, Marina Chugunova, Ali Nadim, James D. Sterling

Business and Information Technology Faculty Research & Creative Works

Polyelectrolyte brushes consist of a set of charged linear macromolecules, each tethered at one end to a surface. An example is the glycocalyx which refers to hair-like negatively charged sugar molecules that coat the outside membrane of all cells. We consider the transport and equilibrium distribution of ions and the resulting electrical potential when such a brush is immersed in a salt buffer containing monovalent cations (sodium and/or potassium). The Gouy-Chapman model for ion screening at a charged surface captures the effects of the Coulombic force that drives ion electrophoresis and diffusion but neglects non-Coulombic forces and ion pairing. By …

Targeting Als: A Multi-Cellular Study On The Potential Therapeutic Role Of Azole-Based Compounds, Alisha R. Kennedy

Theses and Dissertations

Amyotrophic Lateral Sclerosis (ALS), also known as Lou Gehrig’s disease, is a progressive neurodegenerative disorder that leads to the degeneration of motor neurons, which control voluntary muscle movements such as eating, speaking, and breathing. As these neurons are damaged, voluntary movement ceases, leading to a fatal outcome. The survival time of ALS patients varies, ranging from a few months to up to 10 years. Chapter 1 of this thesis provides an overview of ALS, highlighting the role of transactive response DNA-binding protein 43 (TDP-43), a key feature in ALS and other neurodegenerative diseases. The aggregation of TDP-43, particularly due to …

Lights, Camera, Action: A Student's Perspective On Reimagining Film Production Opportunities, Ma'lon I. Lane

Theses and Dissertations

The pursuit of a crew job in the film industry is a multifaceted endeavor, offering various pathways that cater to diverse aspirations and circumstances. Central to this exploration is the question of whether attending a university and obtaining a degree in film is essential for success. I was determined to answer the following: What is the likelihood that a higher education in Film Production leads to more efficient job acquisition in the film industry? The project is considered narrative, originating from the personal quality of the research questions. I used my resources to gather qualitative data through interviews of film …

Online Parameter Adaptation Of Lqr Controllers Via Rls For Prosthetic Joint Control: Experimental Validation On A Quanser Qube-Servo 2 Platform, Cynthia Lopez-Jordan

Theses and Dissertations

This thesis develops and experimentally validates an online adaptive Linear Quadratic Regulator (LQR) control method for prosthetic joint systems using Recursive Least Squares (RLS)-based real-time parameter estimation on the Quanser QUBE-Servo 2 platform. Traditional LQR controllers assume a fxed system model, which limits adaptability and results in reduced tracking accuracy, poor robustness, and loss of optimal performance when applied to dynamically changing prosthetic joints, infuenced by load variations, user gait changes, and mechanical wear. Limited experimental validation exists for combining RLS with online LQR adaptation in prosthetic-like systems.

To address these limitations, an RLS-driven Adaptive LQR framework was implemented to …

From Curiosity To Controversy: American Perception Of Japanese Immigrants, 1853-1924, Chloe Elizabeth Curbelo

Theses and Dissertations

In the mid-nineteenth century, as the United States reached the Pacific through westward expansion, Asia emerged as a new stage for commerce and power. Japan, long isolated under the Tokugawa shogunate, became an object of American fascination when forced into relations. While early depictions cast Japan as an exotic yet uncivilized nation in need of Western guidance, Japan’s rapid modernization and the growing number of Japanese immigrants on the West Coast transformed curiosity into anxiety. My paper traces this evolution of perception from 1850 to 1924, arguing that shifting views of Japan and its people reflected America’s ethnocentric notions of …

Estrogen Receptor-Mediated Effects Of Resveratrol On Muscle Function, David Ayi-Bonte

Open Access Master's Theses

Artemis missions are set to send the next man and the first woman back to the moon and enable long-term missions on the lunar surface. However, exposure to lunar gravity has significant physiological effects characterized by loss of muscle mass, weakness and decreased bone density. Nutraceutical countermeasures such as Resveratrol (RSV), a naturally occurring polyphenol, have been identified as promising strategies to preserve musculoskeletal health; however, its pleiotropic effect hinders our ability to identify the primary cellular pathways through which it delivers its benefits. Furthermore, its efficacy in simulated lunar gravity is unknown. Based on the benefits observed with RSV …

Leads Data Insights: Discovery — January 2025, University Of North Dakota

LEADS Development Documents

January 2025 Data Insights presentation for the DISCOVERY core value of UND LEADS. The slides review Discovery-related Activity Inventory coverage and summarize data on HERD research expenditures, undergraduate research involvement, graduate degree conferrals, Grand Challenge research awards, and sponsored-program partnerships.

“Democracy,” Usa, Marc Edelman

Publications and Research

What does it mean to be an effective citizen in a democracy? Answering this question requires unpacking “democracy” and an analysis of institutions that systematically disempower and alienate citizens. This paper briefly examines the contributions of psychoanalysis to understanding democracy and authoritarianism. It scrutinizes U.S. governance institutions and points to democratic deficits and backsliding present even before Trump 1.0 and 2.0. These range from the Electoral College, the Senate, and the Supreme Court to the Federal Communications Commission. All contributed to institutionalizing minority rule and elite capture. Governance institutions failed to deliver what the American people tell opinion pollsters they …

Improving System-Level Outcomes Via Artificial Intelligence Decision Support In Kidney Utilization, Casey I. Canfield, Cihan H. Dagli, Daniel Burton Shank, Krista Lentine, Mark Schnitzler, Henry Randall, V. Sriram Siddhardh Nadendla, Brendon Cummiskey

Engineering Management and Systems Engineering Faculty Research & Creative Works

Transplantation provides patients suffering from end-stage kidney disease a better quality of life and long-term survival. However, over 20% of deceased donor kidneys are not utilized and never transplanted. While this is sometimes medically appropriate, this also reflects missed opportunities. We are designing Artificial Intelligence decision support for the kidney offer process to support both demand at the transplant center and supply at the organ procurement organization. This includes (1) developing deep learning models, (2) evaluating the effect of explainable interfaces, (3) improving fairness in the model output, (4) identifying factors that influence adoption decisions, and (5) conducting a randomized …

Augmenting Missing Sensor Data For Robust Human Activity Recognition, Suryakangeyan Kandasamy Gowdaman

Master's Projects

Applications of ubiquitous computing, including health monitoring, sports analytics, and ambient-assisted living, rely on Human Activity Recognition (HAR) using wearable sensors. However, model robustness is challenged by missing sensor values, class imbalance, inter-subject variability, and temporal noise. This work proposes a complete HAR pipeline that addresses these challenges through sampling, time-series augmentation, dynamic feature handling, and GAN-PCA-based imputation. Built on the DeepSense architecture, the model integrates convolutional feature extraction with bi-GRUs for temporal modeling. The system is evaluated using 5-fold cross-validation, subject-aware holdout, and LOSEO strategies on the Opportunity dataset. Results demonstrate consistent accuracy across folds and strong generalization to …

Energy Considerations For Large Pre-Trained Neural Networks, Leo Mei

Master's Projects

In recent years, neural network models have achieved phenomenal performance due to the increasing parameters and complexity of model architectures. However, these advancements come with high environmental costs as they require massive computational resources and consume substantial amounts of electricity, leading to high carbon emissions. Previous studies have demonstrated that substantial redundancies exist in large pre-trained models, and reducing these redundancies through compression would not compromise model performance. While these studies focused on retaining comparable model performance, the direct impact of compression on energy consumption when training models appears to have received little attention. By quantifying the energy usage associated …

Link Failure Localization In Hierarchical, Multidomain Optical Networks, Martin Mihailov Bojinov

Master's Projects

Optical networks transport data encoded on light signals over optical fiber cables. Individual optical networks are managed by domain administrators, such as service providers, vendors, or regional bodies. Multidomain optical networking explores the possibility of enabling seamless data transmission across domain boundaries. In this project, we explore how we can perform network monitoring in a hierarchical multidomain optical network while preserving domain security and autonomy. This is done by allocating dedicated monitoring trails across various broker abstractions of our network topologies. We propose three heuristic functions that expedite trail selection. Of the three heuristics, our least monitored algorithm performs the …

Suicidal Ideation Detection On Reddit Using Llm-Annotated Data And Graph Neural Networks, Ikbal Singh Gurdev Singh Dhanjal

Master's Projects

Suicide is the fourth leading cause of death among people aged 15-29. More than 720, 000 people commit suicide every year. During the COVID-19 pandemic, we saw an increase in people seeking out mental health support on anonymous forums like Reddit. These anonymous forums allow people to express their suicidal ideation without judgment and give them a support structure that not everyone has. The aim of this project is to detect suicidal ideation using Reddit. In this work, we propose SIRGEL (Suicidal Ideation on Reddit using Graph Embeddings and LLMs), a dual-pipeline approach that combines large language model (LLM)- based …

Evaluation And Treatment Of Baseball Pitchers: There’S More To Assess Than The Arm, Matthew L. Gauthier, Casey A. Unverzagt, George J. Davies

Physical Therapy Faculty Publications

Injuries are commonplace in the overhead athlete, with many occurring to the shoulder and elbow. The increasing prevalence of injuries to the shoulder and elbow has been discussed at length in recent years, with increased research focus being placed on arm care for rehabilitation and prevention strategies. Even though the pitching motion is well-established as a whole-body kinetic chain movement, most attention in rehabilitation and prevention efforts is often placed on the upper extremity. The purpose of this clinical commentary is to highlight the impact the lower extremity and trunk have on the upper extremity during the throwing motion, better …

Arts-Integrated Mindfulness: Social-Emotional Learning For Elementary Education, Ashley J. M. Canny, Katherine A. Taylor Clausen, Amanda K. Cox, Bryce D. Cox

Graduate Research Papers

This action research investigates the impact of arts-integrated mindfulness practices on elementary students’ ability to self-regulate. In response to a significant rise in emotional dysregulation and mental health concerns among young learners - exacerbated by the COVID-19 pandemic - this study explores how combining mindfulness techniques with artistic expression can enhance emotional awareness, focus, and resilience. Through classroom activities such as breathing exercises, movement, music, and visual arts, students were guided to engage in self-reflection and emotion regulation in creative, accessible ways. Data collected through student surveys and observational records indicated that most participants experienced improved calmness, engagement, and readiness …

Depletion Of Adipose Stroma-Like Cancer-Associated Fibroblasts Potentiates Pancreatic Cancer Immunotherapy, Joseph Rupert, Alexes Daquinag, Yongmei Yu, Yulin Dai, Zhongming Zhao, Mikhail G Kolonin

Faculty, Staff and Student Publications

This study shows that populations of CAFs have distinct effects on pancreatic cancer progression and shows that depletion of CAFs expressing adipose markers potentiates tumor/metastasis suppression effects of immune checkpoint blockade.