Digital Commons Network^™

Interpretable Wellness Prediction From Passive Wearable Sensor Data Using Large Language Models, Cheng-Huan Yu

Master's Theses

This thesis presents a unified framework for multi-target wellness prediction using passive wearable sensor data and large language models (LLMs). The study integrates two complementary paradigms: prompt-based regression and representation-driven classification. In the first stage, structured wearable representations derived from daily physiological signals are used to prompt LLMs to predict stress, fatigue, sleep quality, and readiness. Two input representations are evaluated: statistical summaries and hybrid inputs combining statistical summaries with raw sensor values. To improve interpretability and prediction consistency, the second stage introduces a representation-centric classification framework in which wearable signals and wellness targets are discretized into categorical levels. Multiple …

Moral: Multimodal Reasoning For Autonomous Language Models With Sensor-Grounded Spatial Bev Rendering, Ambarish Govindarajulu Kaliamurthi

Master's Theses

Autonomous-driving vision-language models describe scenes fluently but reason poorly about metric, safety-critical spatial relationships because they do not read sensor geometry in a grounded way. This thesis presents MoRAL (Multimodal Reasoning for Autonomous Language Models), a two-stage fine-tuning pipeline that teaches a compact 2-billion-parameter VLM to decode a physics-encoded Bird’s Eye View (BEV) representation – LiDAR distance as color, object class as cluster shape, radar Doppler velocity as directional wedges – and then trains it to reason over that representation for driving decisions. Stage 2 then fine-tunes on 57,696 teacher-generated chain-of-thought examples across eight question types, using Cosmos-Reason2-8B as teacher …

Remote Reality: Exploring The Outcomes Of Psychological Contract Breach On Telecommuting Employees, Karen L. Ng

Master's Theses

The purpose of this study was to investigate the relationship between psychological contract breach (PCB) and attitudinal outcomes, specifically job satisfaction, organizational commitment, and turnover intent, within the telecommuter population. Results of an online survey administered to 213 participants revealed strong support of all hypotheses: PCB was negatively associated with job satisfaction and organizational commitment and positively associated with turnover intent. Exploratory analyses revealed moderating effects of remote work frequency and organizational tenure with PCB and attitudinal outcomes. High-frequency remote workers and longer-tenured employees showed stronger negative reactions to PCB, indicating their amplified vulnerability to breaches. Age and gender showed …

Effects Of Variable Light On Sexual Competition In Kelp Species, Jaycee Lanza

Master's Theses

As foundation species, kelps significantly influence the structure and composition of their surrounding habitat by modifying environmental conditions, including light levels, currents, nutrient availability, sedimentation, and seawater chemistry. Light, in particular, is a critical resource that varies greatly within kelp forests, affecting kelp reproductive processes such as gametogenesis, fertilization, and recruitment, which are vital to population persistence. Biological factors, such as density-dependent competition for resources and sexual competition with other kelps, can also affect such processes. To understand how environmental variables influence kelp populations, it is crucial to recognize their combined effects. This study investigated the impacts of light levels …

The Zeal Instruction Set Architecture, Joseph A. Gerani

Master's Theses

The Instruction Set Architecture of a CPU (Central Processing Unit) determines what type of instructions the CPU is able to understand, how those instructions are encoded, and what it should output upon receiving those instructions as input. There are currently three popular ISAs meant for the consumer market: x86, RISC-V, and ARM, as well as a fourth that mostly now exists in the server market by the name of Power. One of the most important parts of an ISA is for engineers to be able to understand it and make use of it. If an ISA is too complicated, nobody …

The Moderating Role Of Flexible Work Styles On The Relationship Between Relational Identification And Affective Organizational Commitment, Justine Lee

Master's Theses

The purpose of this study was to explore the moderating role of flexible work styles (in-person, hybrid, and remote) on the relationship between relational identification and affective organizational commitment (AOC). The study utilized an online survey to collect data from 69 respondents. The results demonstrated that although relational identification and AOC were related, this relationship was not moderated by flexible work styles. The three different work styles of in-person, hybrid, and remote work did not show differing affects for a subordinate’s relational identification and the strength of their AOC. The results emphasize that organizations can foster strong relational identification to …

The Moderating Effect Of Pay Satisfaction On The Relationship Between Generational Differences And The Desire For Meaningful Work, Mia J. Kottgen

Master's Theses

The modern workforce is increasingly generationally diverse, with generational cohorts such as Baby Boomers, Generation X, Millennials, and Generation Z differing in their work values and attitudes. Prior research suggests that meaningful work may be experienced differently across generations and that workplace factors, such as pay satisfaction, may influence these differences. However, few studies have examined generational differences in the desire for meaningful work while also considering workplace influences. The purpose of the present study was to examine the relationship between generational identity and the desire for meaningful work, and whether pay satisfaction moderates this relationship. A survey was administered …

Towards Neural Network Optimization: Addressing Issues With Corrupted Weights Within Models, Nick Najafizadeh

Master's Theses

Neural networks are a recent popular technology inspired from human brains. Much of their popularity arises from how they excel in reasoning and logic, and are generally rather efficient in their tasks. With those strengths, they are frequently used in transportation and business among many other fields. However, neural networks have many factors that can deteriorate their performance, one of the most critical being weight corruption. Therefore, it is of utmost importance to detect and handle them as soon as possible so as to minimize the negative impact on a network’s performance. The optimization of neural networks would be especially …

Accessibility Fairness Practices In Ai Applications For People With Disabilities, Megan Gross

Master's Theses

Advancements in artificial intelligence (AI) improve the lives of people every day with tools like the auto-captioning of videos, improved screen-reader capabilities, and advanced mobility control through speech. However, are all groups of people benefiting from AI or are some being overlooked and left out? Although AI tools made for people with disabilities (PWDs) have improved their lives, AI for the general population generally ignores the experiences of PWDs, making them unable to interact with and benefit from technology. This research evaluates ChatGPT and Gemini in Gmail for usability fairness and analyzes how current regulations and development processes fail to …

Rewriting The Calculus 3 Workshop At San José State University, Moorea Lippert

Master's Theses

Calculus 3 at San José State University is a very important course for any student pursuing a STEM degree. However, the course is very challenging, so the university offers a supplemental workshop course for Calculus 3 students. Unfortunately, this workshop has not aligned with modern research in math education. This thesis documents efforts to recreate the workshop to better align with this modern research.

The Relationship Between Imposter Syndrome And Organizational Citizenship Behaviors: The Moderating Role Of Gender, Sakina I. Read

Master's Theses

Prior research consistently shows that imposter syndrome is associated with a wide variety of negative psychological and work-related outcomes such as stress, burnout, and lower job satisfaction. However, other research suggests that individuals with higher levels of imposter syndrome may engage in compensatory behaviors such as increased effort and discretionary helping for impression management purposes. Additionally, research has found that women tend to report higher levels of imposter syndrome and higher engagement in organizational citizenship behaviors (OCBs) than men, suggesting a gender difference in both variables. The present study sought to examine the relationship between imposter syndrome and OCBs and …

Pipeline Optimization Of Agentic Llms For Text-To-Sql, Peter Conant

Master's Theses

Current database interfaces limit users’ interaction to those with technical skills, creating timely roadblocks for non-technical professionals. Text-to-SQL aims to simplify database interactions by translating natural language questions into database queries, but long-standing challenges like question understanding, question-schema linking, and SQL generation have held the field back. In the AI era, foundational LLMs prove to be very capable of question understanding SQL, perform well in Schema Linking, Generation, and Evaluation tasks. However the cost to run these model is a hurdle for many organization with low funds and resources. Text-to-SQL solutions often operate across large enterprise size databases with, and …

A Socio-Ecological Study Of Coyote And Human Interactions In San Francisco Bay Open Space Preserves, Zhiyi Zhou

Master's Theses

Urban open space preserves support both intensive recreation and wildlife, but the information on carnivore activity and visitor perceptions is limited. This study combined camera-trap monitoring and on-site visitor surveys to evaluate activity patterns of medium- to large-bodied mammals and perceptions of coyotes at Windy Hill and Rancho San Antonio Open Space Preserves (South San Francisco Bay Area). From October 2024 to July 2025, thirteen cameras recorded 213,681 photo events; detections were standardized as detections per 1,000 camera-hours. Ten mammal species and two avian species were detected, including four focal carnivores: coyote (Canis latrans), bobcat (Lynx rufus), mountain lion (Puma …

The Great Return In Higher Education: Employee Perspectives Survey, Tonya P. Person

Master's Theses

The COVID-19 pandemic transformed traditional workplace structures across higher education, accelerating the adoption of hybrid and remote work arrangements. In the post-pandemic period, as universities implement or refine mandatory return-to-office (RTO) policies, understanding employee perspectives remains critical for informed decision-making. The present exploratory study investigated staff experiences with hybrid work, anticipated reactions to a five-day in-office mandate, and preferences for future work models within a large public university. Data were collected from 155 university staff members through a 12-item survey assessing perceived benefits of hybrid work, expected impact of a mandatory in-office requirement, and preferred work arrangements when given a …

History Of Education In Alabama 1702-1889, Willis G. Clark

Documents

Information on the educational system in Alabama with the founding of LaGrange College, its president and other members of the faculty, distinguished alumni. A later chapter gives a little information about the switch over to Normal Schools in Alabama and Florence.

A History Of Methodism In Alabama, Rev. Anson West, D.D.

Documents

Rev. Anson West details the events leading to the Methodist Conference and the establishment of LaGrange College in Franklin County, Alabama.

Effective Strategies For Hospital Leaders To Increase Employee Retention, Lionso Gomez

Walden Dissertations and Doctoral Studies

Employee retention remains a critical challenge for hospital leaders because high turnover can contribute to workforce instability, increased organizational costs, and poor patient care quality. The purpose of this qualitative pragmatic inquiry research project was to identify and explore effective strategies that hospital leaders in Texas use to increase employee retention. The participants were six former hospital leaders in Texas's eastern and southern regions who had successfully implemented employee retention strategies. This research project was grounded in Herzberg’s two-factor theory. Data were collected through semistructured interviews and publicly available documents. The data were analyzed utilizing Braun and Clarke’s six-step thematic …

Teachers' Perspectives: Literacy Recommendations For Newcomers With Limited Language Proficiency, Rachel Edmunds

Theses and Dissertations

Although multilingual literacy instruction has expanded in recent years, less is known about how teachers can support newcomers with limited language proficiency in Grades 4-6. This gap is significant as many teachers report feeling underprepared to meet the needs of their multilingual learners, especially those with limited language proficiency. The purpose of this qualitative study was to explore the literacy practices and strategies that teachers found effective when working with students who are multilingual newcomers with limited language proficiency (NLLPs) in Spanish and English in Grades 4-6 along with their implementation experiences. Drawing from Vygotsky's sociocultural theory, this qualitative study …

Looking Inwards, Turning Away: A Review Of Rehan Abeyratne’S ‘Courts And Lgbtq+ Rights In An Age Of Judicial Retrenchment’, Jwalika Balaji

Socio-Legal Review

This review engages with Rehan Abeyratne's book Courts and LGBTQ+ Rights in an Age of Judicial Retrenchment, which examines judicial responses to LGBTQ+ claims over the past two decades across three jurisdictions — the United States, India, and Hong Kong. Abeyratne argues that the apex courts in these countries have grown more inward-looking and have enabled the rise of illiberal and authoritarian forces; however, LGBTQ+ rights have emerged as an exceptional site where these courts continue to extend minimal remedies and adopt a tone of empathy, positioning themselves as the last bastion of liberal constitutionalism. Focusing on recent developments …

Bureaucratic Politics Of Reforestation In Indonesia's Conservation Areas: Turf Protection, Competing Mandates, And Implementation Deadlocks, Arief Setiyo Utomo, Pande Made Kutanegara, Ahmad Maryudi

Forest and Society

In response to extensive deforestation and land degradation, the Indonesian government has made reforestation one of its top policy priorities. Although several reforestation programs have been implemented, their outcomes have often been constrained by governance-related challenges. This study examines the political dynamics of reforestation in conservation areas by analyzing interactions between two key bureaucracies within the Ministry of Forestry: the Directorate General of Watershed Management and Forest Rehabilitation (DG-WMFR) and the Directorate General of Natural Resources and Ecosystem Conservation (DG-NREC). Drawing on the bureaucratic politics perspective, we show how competing mandates, organizational interests, and bureaucratic turf protection motives shape the …

Establishing E-Prodeskel, An Integrated Village Information System For The Empowerment Of The Local Community In Kediri, Ani Budi Astuti, Eni Sumarminingsih, Wayan Firdaus Mahmudy, Maulina Pia Wulandari, Wigbertus Ngabu, Nur Kamilah Sa'diyah, Gusti Ayu Putu Rawi Rotchildi, Izza Lailatul Kasanah, Yusuf Gladiensyah Bihanda, Akbar Satya Nugraha

ASEAN Journal of Community Engagement

Digital transformation has become an important strategy for strengthening community empowerment by improving access to public information, governance transparency, and village services. However, many rural communities in Indonesia still face challenges in managing accurate village profile data and utilizing digital technologies to support good governance and sustainable development. This study examines a community engagement program in Purwokerto Village, Kediri Regency, Indonesia. The program intended to develop and implement E-ProDesKel (Elektronik Profil Desa Kelurahan or Electronic Village and Wards Profile), a web-based portal for an integrated village profile information system. The program adopted a participatory approach starting from an assessment …

Usa V. Rodney Blake

2026 Decisions

USDC for the Western District of Pennsylvania

Third Amended Chapter 11 Plan Filed By Roman Catholic Archbishop

Catholic Dioceses in Bankruptcy

No abstract provided.

Ndls Communicator: Week Of 07.27.26, Notre Dame Law School

NDLS Communicator

The Latest News

• Religious Liberty Summit
• Religious Liberty Clinic, Bellwether International, and Lantos Foundation publish report reviewing campaign that contributed to release of prisoner of conscience
• Notre Dame Legal History Colloquium to Begin Third Year of Meetings

Alumni News

• Shivani Prakash ‘24 J.D.
• Jared Huber ‘24 J.D.
• Dennis Wieboldt '26 J.D.
• Justice Mary Yu ’93 J.D.

Student News

• J.S.D. candidate Valentina Salazar and Pablo González Domínguez '16 J.S.D.
• J.S.D. candidate and Kellogg Ph.D. fellow Valentina Salazar

Faculty Briefs

• Nicole Garnett
• Joh Meiser
• Roger alford 
• Diane Desierto
• Emily Bremer
• Haley Proctor
• Carter Snead
• Susan Azyndar
• Yan Yu
• Cindy Tian
• Vincent Phillip …

Brooklyn Housing Preservation Lp V. Walls

All Decisions

In this licensee holdover proceeding involving a former NYCHA building converted via RAD/PACT, Respondent claimed succession rights as the granddaughter of the former tenant and filed a Remaining Family Member grievance, which was denied. The court stayed the proceeding pending an Article 78 challenge and set use and occupancy at $245 per month, the lower of the prior rent and Respondent's income-based rate, in accordance with NYCHA's Handbook.

Genetic Associations With Pulmonary Embolism Among Those With A Deep Vein Thrombosis: The International Network Against Venous Thrombosis Consortium, Susana Lozano-Esparza, Gabrielle E Shakt, Jennifer A Brody, Angel Martinez-Perez, Matthew P Conomos, Marine Germain, Katharine R Clapham, Maris Teder-Laving, Astrid Van Hylckama Vlieg, Anni Kauko, Florian Thibord, Ohanna C L Bezerra, Girish N Nadkarni, Gaëlle Munsch, Therese Haugdahl Nøst, Ellen L Goode, Yuekai Ji, Daniel I Chasman, Alexander P Reiner, Constance Turman, Kerri L Wiggins, Colleen M Sitlani, Juan Carlos Souto, Pamela L Lutsey, Tiffany Bellomo, Estonian Biobank, Million Veteran Program, Ruifang Li-Gao, Aleksi Kristian Winstén, Ming-Huei Chen, Ron Do, Lénaick Gourhant, Kristian Hveem, Sebastian M Armasu, Noémie Saut, Nathan Pankratz, Franco Giulianini, Jeffrey Haessler, Mingyang Song, Robert Olaso, Eric Boerwinkle, Daniel Dochtermann, Jose Manuel Soria, Stephen S Rich, David Smadja, Satoshi Koyama, Frits R Rosendaal, Teemu Niiranen, France Gagnon, Ha My T Vy, Neil Zakai, Catherine Lemarie, Anne Heidi Skogholt, Jean-François Deleuze, James S Pankow, Paul M Ridker, Yuxi Liu, Kenneth M Rice, Saiju Pyarajan, Mary Cushman, Jospeh Emmerich, Bruce M Psaty, Pradeep Natarajan, Andrew D Johnson, Marc A Rodger, Pierre Suchon, Francis Couturaud, Pierre-Emmanuel Morange, Weihong Tang, Charles Kooperberg, Christopher Kabrhel, Maria Sabater-Lleal, David-Alexandre Trégouët, Alisa S Wolberg, Scott M Damrauer, Nicholas L Smith

Children’s Nutrition Research Center Staff Publications

Background: Venous thromboembolism (VTE) includes deep vein thrombosis (DVT) and pulmonary embolism (PE), the latter of which often originates from DVT and can be fatal.

Objectives: The aim of this study was to identify causal genetic factors that alter risk of PE among those with a presumed DVT.

Methods: Using a case-only design of VTE, we conducted meta-analyses of genome-wide association studies (GWASs) in the International Network Against Venous Thrombosis Consortium. Among participants diagnosed with VTE, each study identified those who had a clinically reported PE, with or without a clinically reported DVT; those remaining had isolated DVT. Logistic regression …

Impact Of Organizational Climate And Leadership Style On Nurse Practitioners' Job Satisfaction, Sung Chien Mei

International Nursing Research Congress (INRC)

Background: Job satisfaction in nurse practitioners is influenced by the level of autonomy and empowerment they perceive within their practice environment. Little in-depth research has been done to explore the relationship among organizational climate, leadership style, and job satisfaction in the context of nurse practitioners.

Purpose: This study was developed to explore the relationship among organizational climate, leadership style,and job satisfaction in nurse practitioners with the goal of enhancing their job satisfaction.

Methods: A cross-sectional correlational approach and snowball sampling method were employed to recruit400 qualified nurse practitioners to complete an online survey. This survey was a structured questionnaire consisting …

Mountains And Mythology: Folklore In The Alps, Arya Karki

Honors Projects

From nature spirits to secret doorways, an air of mystery and magic surrounds the mountains of Austria. All over the world, mountain ranges inspire rich folklore, each set of tales unique to its respective culture. The purpose of this Honors Project is to answer the question: how does mountain-inspired folklore mirror cultural values and fears? A comparative analysis between Austrian Alpine and American Appalachian folktales is conducted in order to isolate the variables that cause folklore to differ region-to-region. Through research consisting of primary-source folklore anthologies, secondary texts on mountain theory, and direct observation from a study abroad experience, this …

Third Amended Disclosure Statement Debtor

Catholic Dioceses in Bankruptcy

No abstract provided.

"Girl I'Ll Figure It Out": First-Generation Women Of Color Navigating Higher Education, Prisilla Cortez

Dissertations

This qualitative study focused on understanding the experiences of first-generation women of color at a California public four-year institution and how their intersecting identities shape their academic experiences and overall well-being. Women of Color Feminist (Crenshaw, 1991), and intersectionality frameworks guided this study. Semi-structured interviews were used to collect data, and thematic analysis was used to identify patterns in participants’ experiences. Findings revealed three central themes, collective orientation and familial expectations, faculty interactions and sense of belonging, and institutional resources and access. Participants described navigating higher education while balancing family responsibilities, financial pressures, and academic demands. Although they demonstrated resilience …