Digital Commons Network^™

Mapping Along-Strike Changes In Shallow Subduction Zone Geometry At The Alaska Subduction Zone Using Seismic Reflection And Tectono-Geomorphic Analysis, Madelyn K. Hurd

Earth and Planetary Sciences ETDs

The Alaska subduction zone, where the oceanic Pacific plate subducts beneath the continental North American plate at a rate of 60-66 mm/yr, has hosted more >M8 earthquakes over the last century than any other subduction zone globally. The largest of these, the 1964 M9.2 Alaska earthquake, ruptured 800 km of the margin, including a high slip patch near the trench offshore Kodiak Island. The 1964 rupture area may have overlapped with the 1938 M8.3 Semidi earthquake rupture zone that lies to the west. Slip propagation near the subduction trench during large earthquakes can control tsunamigenesis, and differences in wedge geometry …

Assessment And Classification Of Idiosyncratic Behavioral Sequences In Rodent Navigation, Max G. Segal

Psychology ETDs

The Morris Water Task (MWT) has been the gold standard assessment of place learning and memory for over four decades, yet the processes that contribute to successful navigation are not completely understood. It is generally posited that rats learn to navigate directly to a place; however, navigation is not perfectly direct but contains variation in swim speed and trajectory resulting in efficient, yet suboptimal paths. Gonçalves-Garcia et al. (2024) demonstrated that path topography is quantitatively similar across trials within individual rats for a given start location, and dissimilar between rats and different start locations within rat. This suggests rats may …

Elucidation Of Micro/Nanoplastic Signature Of Human And Murine Lung Tissue Utilizing Pyrolysis-Gas Chromatography/Mass Spectrometry, Aerlin D. Decker

Pharmaceutical Sciences ETDs

Micro-and Nanoplastics (MNPs) are ubiquitous biological pollutants that have been identified throughout a variety of biological samples. MNPs have been detected in several human tissues, such as the brain, kidneys, and liver. Lung tissue remains understudied for MNP accumulation despite the large surface area and clear path for exposure. Using Pyrolysis-Gas Chromatography Mass Spectrometry (Py-GC/MS), human lung tissue was evaluated for 12 different polymers, enabling quantification of total plastic per gram of tissue to be identified. Further analysis was performed with Inductively Coupled Plasma Mass Spectrometry (ICP-MS) to investigate heavy metal accumulation in human lung samples and determine whether a …

Water Availability Regulates Maize Reliance On Soil Versus Fertilizer Nitrogen In A Semiarid Environment, Dwarika Bhattarai, Janet Moriles Miller, Sharon A. Clay, David E. Clay

Agronomy, Horticulture and Plant Science Faculty Publications

In semiarid environments, early-season water deficits create uncertainty in how much and when N fertilizer should be applied. To minimize indecision, a better understanding of the interrelationships among water availability, N rate, plant N sources, and yields is needed. This study investigated how soil water availability influenced maize (Zea mays L.) yields and utilization of soil- and fertilizer-derived N in semiarid environments in 2020 and 2021. The replicated trials were conducted at 12 sites and determined the impact of water availability and N rate on the sources of N within the grain, and precipitation and N use efficiencies (PUE …

Ophthoevidence Report: Comparative Effects Of Prophylactic Strategies For Post-Intravitreal Injection Endophthalmitis: Protocol For A Systematic Review And Network Meta-Analysis, Maryam Ghadimi, Dena Zeraatkar, João Pedro Lima, Jinhui Ma, Sunir J. Garg, Peter Kaiser, David Steel, Tien Yin Wong, Sobha Sivaprasad, Charles Wykoff, Varun Chaudhary

Wills Eye Hospital Papers

BACKGROUND: Endophthalmitis is a rare but serious complication of intravitreal injections (IVI). To mitigate the risk of post-injection endophthalmitis (PIE), retinal specialists use different strategies, combining various prophylactic measures. However, existing systematic reviews have evaluated the effects of these measures in isolation, which does not consider their concurrent use in practice. A trustworthy systematic review with network meta-analysis (NMA) by providing a framework for simultaneous comparisons of different prophylactic combinations is essential to guide decision-making.

OBJECTIVES: To present a protocol for addressing the comparative effects of different strategies for the prevention of PIE.

METHODS: We will search Medline, EMBASE, Cochrane …

Ai-Powered Resume Screening, Sang Suh, Numery Zaber

Faculty Publications

Traditional resume screening is manual, slow, and susceptible to bias, and it struggles to keep pace with today’s application volumes. This paper presents a dual-engine, AI-powered resume screening system designed for transparency and reproducibility. The primary (classical) pipeline encodes resumes and job descriptions using Sentence-BERT (SBERT), computes a resume–job match score via cosine similarity, classifies candidates into 25 job categories using XGBoost, and provides model interpretability through SHAP. In parallel, a prompted large language model (LLM) baseline (GPT-4o/4o-mini) outputs a match score and predicted category for comparative analysis. A Streamlit-based interface integrates both engines to support recruiter workflows and human-in-the-loop …

Timelines Over Tokens: Summarization, Prompting, And Explainable Fine-Tuning For User-Level Suicide Risk Detection, Aditya Tekale

Master's Theses

This research presents a two-stage pipeline for user-level suicide risk detection from Reddit: first, inference-only prompting with summarization; second, fine-tuned encoder classification with explainability and expert validation. The data are user-level: each of the 500 C-SSRS Reddit items is one user’s chronologically concatenated posts and comments (a user timeline), annotated by psychiatrists. Stage one: six prompting strategies zero-shot, few-shot, chain-of-thought, tree-of-thought, least-to-most, and self-consistency are evaluated across six LLMs on multi-class and binary formulations; simple zero-shot achieves the highest balanced accuracy (0.53 multi-class). Error analysis shows longer inputs associate with misclassification (p = 0.002); domain-specific summarization (timelines >2,000 tokens) reduces …

The Relationship Between Strength Training And Burnout, Maddie R. Barrientos

Master's Theses

The purpose of this study was to comprehensively examine the relationship between strength training and burnout to assess whether consistent engagement in strength training would be associated with lower levels of burnout. Results of an online survey administered to 119 participants revealed that those who did strength train versus those who did not did not significantly differ in their levels of burnout, but among those who did strength training, there were significant differences in levels of burnout with how they engaged in strength training. The greater frequency of strength training participation and the greater number of muscle groups trained were …

Impacts Of Agricultural Microplastics On The Growth Of Marine Phytoplankton In Monterey Bay, Olivia A. Pawlyk

Master's Theses

Agricultural plastics are an emerging source of microplastics (MPs) to coastal marine environments, yet their effects on marine phytoplankton remain poorly understood. In coastal regions surrounding Monterey Bay (California, USA), plastic mulch used in agriculture can fragment into MPs during weathering and removal, entering marine waters via runoff and wind transport. This study investigated the effects of environmentally relevant concentrations of agricultural MPs on the growth and physiology of four marine phytoplankton species: two harmful algal bloom (HAB) taxa (Alexandrium sp. and Pseudo-nitzschia multiseries) and two non-HAB taxa (Thalassiosira sp. and Prorocentrum sp.). Each species was cultured independently and exposed …

Rthermal: Gate Level Power And Thermal Simulation For 3d-Stacked Chips, Peter Xiong

Master's Theses

As the number of transistors in modern processors increases, heat dissipation has become a major bottleneck to scalability. The use of 3D stacking further intensifies this problem, as heat from multiple layers can accumulate vertically. These challenges create a growing need for tools that can accurately and efficiently simulate the thermal behavior of 3D chips during design and validation. Several existing tools model thermal behavior for 3D-stacked chips and can simulate average heat over large spatial regions or long time intervals. However, when heat is concentrated in a small area or over a short time window, such models can miss …

Depth-Dependent Effects Of Disturbance On Reproductive Output And Growth Of Giant Kelp (Macrocystis Pyrifera), Roxanne-Alexa Amalia Garibay

Master's Theses

Understanding the resilience of foundation species to disturbance, such as the canopy-forming giant kelp (Macrocystis pyrifera), is crucial as these species support diverse communities by provisioning habitat and nutrients. This study investigated sublethal effects of biomass loss on reproductive traits and the recovery of vegetative biomass following simulated disturbance at shallow and deep sites in Stillwater Cove, central California. Initial baseline morphometrics revealed that depth significantly influenced total frond length and blade density but did not predict other vegetative or reproductive biomass metrics. A manipulative experiment varying type and intensity of disturbance—from canopy removal to full frond culls—demonstrated a decoupled …

Biologically-Based Alternatives To Plastic Mulch Enrich Microbiome And Buffer Yield In Small-Scale Strawberry Production, Olivia L. Fragiacomo

Master's Theses

Much of commercial agriculture has used plastic mulch since the 1950s to contain fungicides and fertilizers, control weeds, retain soil moisture, and warm the top soil to start the growing season earlier. Research suggests that small-scale strawberry (Fragaria x ananassa) growers may be able to incorporate biological techniques, such as wheat straw mulch with microbial amendments, to reduce the use of single-use plastic mulch with a comparable yield. For this study, I carried out a randomized complete block comparison of five strawberry management techniques: plastic mulch (PM), straw mulch alone, and straw mulch inoculated with either arbuscular mycorrhizal fungi (AMF), …

Mechanisms Of Advanced And Energy Efficient Wastewater Treatment Technologies, Derek Belka

Civil Engineering ETDs

This dissertation combines meta-omics, microbial ecology, and hydrodynamic analysis to explore mechanisms of enhanced biological phosphorus removal (EBPR) and aerobic granular sludge (AGS) in municipal wastewater treatment. Metagenomic and functional gene profiling of a laboratory sequencing batch reactor fed with amino acids and proteins, and with a low abundance of known polyphosphate-accumulating organisms (PAOs), revealed abundant Herpetosiphonaceae and Dermatophilaceae families possessed key PAO metabolic traits, including phosphate scavenging, anaerobic carbon pathways, and ppk2 gene variants aligned with established PAOs. These findings suggest amino acid-driven EBPR can occur via previously unrecognized taxa, challenging current engineering assumptions and highlighting the need for …

Medical Recommendations And Bmi Among Black And Hispanic Adolescent Females, Dorothea Polk

Walden Dissertations and Doctoral Studies

Adolescent obesity persists as a critical public health challenge in the United States, with Black and Hispanic adolescent females experiencing elevated rates. Adolescent obesity contributes to serious long-term health risks, but provider counseling may support body mass index (BMI) management. Guided by the social-ecological model, this study examined whether receiving medical recommendations to control or lose weight was associated with BMI among Black and Hispanic adolescent females aged 16–19 years and whether meal preparation habits and food security status moderated this association, controlling for age, household income, and race/ethnicity. This quantitative, cross-sectional secondary analysis used multiple linear regression analyses to …

Strategies Managers Used To Mitigate Constraints For Project Success, Teela Washington

Walden Dissertations and Doctoral Studies

Persistent project failures result in significant financial losses and reduced project management efficacy. Project managers who struggle to complete projects to scope, on time, and on budget risk reducing business performance and organizational value. Grounded in change management theory and theory of constraints, the purpose of this qualitative pragmatic inquiry research project was to identify and explore effective strategies project managers employ to mitigate constraints and improve project success. Participants were 10 project managers who effectively mitigated constraints. Data were collected using semistructured interviews and publicly available documents. Thematic analysis yielded four key themes: leadership, resource management, stakeholder engagement, and …

Beyond Technical Proficiency: A Multidimensional Analysis Of Digital Citizenship And Civic Engagement Among South Korean College Students, Author Information Removed

JMLE Submissions Open for Review

This study investigates how specific sub-dimensions of digital citizenship predict civic engagement among South Korean college students (N=497). Using hierarchical multiple regression with gender and SNS usage time as covariates, this research analyzes four subdimensions of digital citizenship—digital literacy, participation, critical perspective, and ethics—alongside three layers of civic engagement: sense of community, social responsibility, and sociopolitical participation. Hierarchical regression analyses revealed that while digital literacy functions as a baseline competency, digital participation and digital ethics serve as the most consistent predictors of civic engagement. Notably, digital participation was strongly associated with sociopolitical action, suggesting a meaningful spillover effect, while a …

Civilian Threat Reduces Distance Perceptions And Officer Punishment In Police Use-Of-Force Encounters, Stephanie A. Cárdenas, Kristyn A. Jones, Yael Granot, Emily Balcetis

Psychology: Faculty Publications

People turn to video evidence to make judgments about the justifiability of an officer’s actions in use-of-force incidents. Despite beliefs that video offers an objective account of events, use-of-force footage elicits different judgments among those watching it. Across four experiments (Ntotal = 2615), we investigated whether discrepant punishment judgments arise in part because of differences in perceptions of the physical space that separates an officer and civilian. We focus on third-party observers’ subjective perceptions, as they shape public discourse and justice outcomes, influence institutional accountability, and fuel public response. Despite watching the same video, civilians appeared physically closer to officers …

Enhancing Nursing Self-Efficacy In Advance Care Planning Conversations Through Role-Play Education: A Quality Improvement Project, Rachel Williams

DNP Projects

Background:
Advance care planning (ACP) conversations are essential for ensuring that patient healthcare preferences are understood and respected; however, nurses often report limited confidence and self-efficacy when initiating these discussions. Educational interventions that emphasize communication skills may improve nurses' preparedness to engage in ACP conversations.

Methods:
A quality improvement project utilizing a pre-post intervention design was conducted on three adult inpatient medical units within a regional Midwestern hospital. Registered nurses participated in an educational intervention consisting of ACP education, role-playing case scenarios, guided discussion, and debriefing. A modified 22-item Advance Care Planning Self-Efficacy Questionnaire was administered before and after the …

Synergizing Crowd Collaboration: Enhancing Crowdsourcing Matching Via Integration Of Matching Theory And Coalition Games, Rowan Aengus Kinney

Electrical and Computer Engineering ETDs

This paper tackles the challenges inherent in crowdsourcing dynamics by introducing the CROWDMATCH mechanism. Aimed at enabling crowdworkers to strategically select suitable crowdsourcers while contributing information to crowdsourcing tasks, CROWDMATCH considers incentives, information availability and cost, and the decisions of fellow crowdworkers to model the utility functions for both the crowdworkers and the crowdsourcers. Specifically, the paper presents an initial Approximate CROWDMATCH mechanism grounded in matching theory principles, eliminating externalities from crowdworkers’ decisions and enabling each entity to maximize its utility. Subsequently, the Accurate CROWDMATCH mechanism is introduced, being initiated by the outcome of the Approximate CROWDMATCH mechanism, and employing …

Genocidal Occupation And The Occupier’S Dilemma: From Lemkin’S Axis Rule To 21st Century Palestine, Martin Shaw

Genocide Studies and Prevention: An International Journal

Following Israel’s campaign in Gaza after October 7, 2023, which was widely recognized as a genocide, the “ceasefire” of late 2025 introduced the prospect of a new occupation of the territory by the USA and Israel, leading to its redevelopment by them rather than the restoration of the pre-2023 Palestinian society. Together with the parallel accentuation of Palestinian dispossession under Israeli occupation in the West Bank, this development calls for a theorization of the relationship between occupation and genocide. Yet, although the concept of genocide was introduced by Raphael Lemkin in his analysis of the German occupations of European countries, …

Neural And Computational Mechanisms Of Effort Under The Pressure Of A Deadline, M. Andrea Pisauro, Daniele Pollicino, Lucy Fisher, Matthew A. J. Apps

School of Psychology

Deadlines fundamentally shape motivation. Research examining effort-based choices finds effort is an avoided cost. However, this overlooks how making progress on longer-term goals to be reached before deadlines motivate people to exert high effort for little immediate reward. Here, we test a framework where motivation depends on deadline pressure (work remaining / time remaining). Across four studies we use computational modelling examining decisions when physical effort makes progress on goals with deadlines. In support of the hypotheses, deadline pressure significantly impacts decision-making, shifting people from avoiding effort, to seeking the progress it makes. Using ultra-high-field fMRI, we show that functionally …

Burnout And Job Satisfaction As Mediators Of Nurse Turnover Post-Pandemic, Yulia Gendler

International Nursing Research Congress (INRC)

Background: The COVID-19 pandemic has exacerbated the global nursing shortage, leading to increased turnover intentions among nurses due to heightened workplace stress, burnout, and job dissatisfaction. This study investigates the mediating effects of burnout and job satisfaction on the relationship between professional identity, occupational stress, and nurses' turnover intentions. Additionally, it explores the impact of socio-demographic factors on these relationships in the post-pandemic era.

Methods: A cross-sectional study of 338 nurses across four hospitals in Israel was conducted between June 2023 and January 2024. Self-reported questionnaires were utilized to measure turnover intentions, with professional identity and occupational stress as predictors …

A New Likely Pulsar Binary In 47 Tucanae From Continuum Searches, Thomas Maccarone, Alessandro Paduano, Arash Bahramian, Liliana E. Rivera Sandoval, Jay Strader, James C. A. Miller-Jones, Angiraben D. Mahida, Craig O. Heinke, Laura Chomiuk

Physics & Astronomy Faculty Publications

We present evidence that the X-ray source 47 Tuc W41, long considered to be an X-ray source powered by coronal activity, is actually a redback pulsar binary. The source continually shows LX = 3 × 10³¹ erg s⁻¹ (0.5–10 keV), which is well in excess of the coronal saturation limit for active binaries in quiescence, but is consistent with the intrabinary shock observed in redback pulsars, as is its photon index of Γ = 1.4 ± 0.1. In addition, using deep data from the Australia Telescope Compact Array, we show that W41 is a faint (9.8 ± 1.4μJy …

Elucidation Of Spin-Hamiltonian Parameters Via Spectroscopy, Magnetization, And Computation, Joshua C. Mengell

Chemistry and Chemical Biology ETDs

Molecular Quantum Information Science (QIS) is fundamentally concerned with using spin-systems as quantum bits (qubits) or as sensors. Prerequisite to using molecular systems for QIS applications, it must be understood how one can design molecules with bespoke magnetic characteristics. Herein we study various paramagnetic molecular compounds, describing their complex magnetic characteristics using a spin-Hamiltonian formalism. We utilize various (sometimes novel) methods for determining these spin-Hamiltonian parameters. Many of these molecules possess magnetic characteristics, which make them attractive as qubits or for sensing applications. These characteristics include higher total spin-states (qudits—S_T>1/2), forbidden interstate electronic transitions, systems of spatially distant …

Mapping And Modeling Threat-Evoked Brain States After Early Life Adversity, Taylor W. Uselman

Biomedical Sciences ETDs

Early life adversity (ELA) increases lifelong neuropsychiatric vulnerability. Yet how ELA reorganizes brain-wide activity and circuit coordination across later experience remains unclear. This dissertation tests the hypothesis that ELA alters adult brain-wide activity and responses to threat through disrupted coordination among neural systems that regulate emotional experience, including prefrontal-limbic and monoaminergic systems. Longitudinal manganese-enhanced MRI of adult mice exposed to standard or fragmented early care, combined with computational processing and statistical modeling, quantified brain states before, during, and long after innate predator threat. These studies established that acute threat evokes large-scale, distributed brain activity that evolves over time. ELA potentiates …

Co-Constructing The Common Ground: Responses In American Sign Language Conversation, Deborah Wager

Linguistics ETDs

Common ground between two people consists of the things they both know, that they know they both know. This body of knowledge grows in conversation, through both verbal and nonverbal responses. Responses communicate whether what has been said was accepted into the common ground, and return responses acknowledge this acceptance in turn (H. H. Clark, 1996). In addition to the semantic content of utterances, stance is communicated through a variety of means, and alignment with that stance is also communicated through responses.

This study explores ways in which responses are used in American Sign Language (ASL) conversation to co-construct the …

Directed Searches For Gravitational Waves From Ultralight Vector Boson Clouds Around Merger Remnant And Galactic Black Holes During The First Part Of The Fourth Ligo-Virgo-Kagra Observing Run, The Ligo Scientific Collaboration, The Virgo Collaboration, The Kagra Collaboration, Marc Favata, Shoan Ghosh, Rodica M. Martin

Department of Physics and Astronomy Faculty Scholarship and Creative Works

We present the first directed searches for long-transient and continuous gravitational waves from ultralight vector boson clouds around known black holes (BHs). We use LIGO data from the first part of the fourth LIGO-Virgo-KAGRA observing run. The searches target two distinct types of BHs and use two new semicoherent methods: hidden Markov model (HMM) tracking for the remnant BHs of the mergers GW230814_230901 and GW231123_135430 (referred to as GW230814 and GW231123 in this study) and a dedicated method using the Band Sampled Data (BSD) framework for the galactic BH in the Cygnus X-1 binary system. Without finding evidence of a …

You Can't Teach Kids From A Book: Language, Authority And Revitalization In Jicarilla Apache Life, Mariann Skahan

Anthropology ETDs

This dissertation examines how Jicarilla Apache is learned, taught, and used across community life, with particular attention to contemporary language revitalization. Based on ethnographic research with elders, educators, language workers, families, and community institutions, it follows language practices across classrooms, culture camps, homes, ceremonial settings, and collaborative archival projects. I show that linguistic knowledge does not carry the same authority or consequences in every setting. Words may be recognized without being taken up, speakers may possess linguistic knowledge without being authorized to teach or correct, and archival texts may preserve linguistic forms without preserving the relations needed to interpret and …

A Dynamic Web Design Strategy For Increased Customer Engagement And Sales, Sherline Jones

Walden Dissertations and Doctoral Studies

Nonprofit organizations risk losing customers, revenue, and mission impact when leaders fail to adapt digital strategies to evolving customer expectations. Nonprofit leaders are concerned because digital strategy adoption is essential to strengthening sustainability and expanding mission-centered services. Grounded in the Baldrige Excellence Framework, the purpose of this qualitative single case study research project was to explore effective strategies nonprofit business leaders use to leverage technology to attract new customers, retain existing customers, and increase sales. The participants were two senior leaders from a Florida nonprofit organization in the southern United States. Data collection included semistructured interviews, internal archival data, and …

The Mediating Role Of Moral Disengagement In The Relationship Between Facets Of Empathy And Aggression, Romiere J. Horace

Theses

Aggression is a major social and public health concern with economic, psychological, and interpersonal implications. Extensive research has examined the potential antecedents for aggressive behavior, with many different environmental, biological, and intrapsychic factors being significantly associated with aggression. Researchers have also focused on cognitive mechanisms, like empathy, as a protective factor for aggression. More specifically, research has linked lower levels of empathy to higher levels of aggression; however, the underlying mechanisms of this relationship remain underexplored. A potential explanatory mechanism is moral disengagement, which allows individuals to justify harmful behaviors and avoid self-sanctions. However, limited research has examined these constructs …