Digital Commons Network^™

Predicting Newsworthiness Of California Bill Discussions, Venkata Kedarnath Chaturvedula

Master's Theses

Among various California bill hearings, it is crucial to identify which hearings are most likely to receive media coverage, as this highlights the importance of the bill and the hearing, while also underscoring its societal impact. Digital Democracy, established at Cal Poly’s Institute for Advanced Technology and Public Policy, provides users access to a distinctive dataset and information about state legislative committee hearings, hearing transcripts, assets, bill information, etc.

This thesis presents a machine learning framework for predicting whether California legislative bills are likely to receive media coverage. Drawing on a dataset of legislative ”tip sheets” provided by Digital Democracy …

Birds In Changing Landscapes: Community Diversity And Breeding Phenology, Lindsay Peria

Master's Theses

Humans are altering the environment in varied and widespread ways. Increasing urban and agricultural development causes changes to habitat and resource availability as well as changes to the sensory environment via light and noise pollution. Climate change also causes more extreme temperature anomalies, storms, and droughts that challenge birds in a multitude of ways. In this thesis, we assessed these impacts of these changes on a local and continental scale. In the first chapter, we assessed the impact of natural, anthropic, and structural characteristics of viticultural land on both taxonomic and structural avian diversity. Loss of habitat from agriculture is …

Annual Report, Fiscal Year 2024/2025, Tennessee. Department Of Safety & Homeland Security.

Annual Report

No abstract provided.

A Joint Mindfulness And Growth Mindset Intervention For Reducing Math Anxiety For Pre-Service Elementary Teachers, Evan Czysz

Dissertations

Pre-service elementary teachers (PSTs) have often exhibited high levels of math anxiety, which can negatively influence their confidence, learning, and future teaching in mathematical settings. The purpose of this phenomenological case study was to understand the influences an intervention focused on growth mindset and mindfulness-based practices has on preservice elementary school teachers’ perceptions of mathematics at a mid-sized university in the Rocky Mountain Region of the United States, and sought to answer the following questions: Q1 Does a joint mindfulness-based and growth mindset intervention impact pre-service teachers’ levels of math anxiety? Q2 What were pre-service elementary teachers’ experiences with a …

Making Meaning Of The Dissertation Process: An Interpretative Phenomenological Analysis Study Exploring Counselor Education Students’ Experiences And Beliefs About The Traditional Dissertation Process, Brianne Dixon

Dissertations

The traditional dissertation is a cornerstone of doctoral education yet is a process that is surprisingly under-researched. The purpose of this interpretative phenomenological analysis (IPA) study was to explore the lived experiences of doctoral students in counselor education and supervision (CES) programs with the dissertation process. More specifically, this study sought to understand the meaning seven doctoral students made of the process and this study explored counselor educator doctoral students’ beliefs about the traditional dissertation process after they completed the dissertation This study explored three research questions. Q1 What were the lived experiences of Counselor Education and Supervision (CES) doctoral …

Preschool-To-Kindergarten Transition For Students With Autism Spectrum Disorder, Kristin Claire Duncan

Dissertations

The transition from preschool to kindergarten leads to changes for students and their families regarding services, providers, and environments. The purpose of this phenomenological study was to explore how primary caregivers of children with autism spectrum disorder (ASD) perceived the transition from preschool to inclusive kindergarten. This study focused on the concerns, barriers, and experiences caregivers encountered throughout the transition process. By understanding caregivers’ perspectives, the study aimed to identify ways to improve kindergarten transition practices for future families. Based on existing literature, areas in need of investigation included the following: (a) how success of preschool-to-kindergarten transition impacts changes to …

Culturally Responsive Functional Communication Training For Asian Families: A Single-Subject Design Study, Guofeng Shen

Dissertations

Children with disabilities, such as autism spectrum disorder (ASD) and intellectual disability (ID), frequently experience challenges related to social communication and are at increased risk of exhibiting challenging behaviors (CBs), particularly when they lack effective means to express their needs and desires. Functional communication training (FCT) is an evidence-based intervention shown to reduce CBs by teaching functional communication skills. However, limited research has explored the use of culturally responsive adaptations of FCT (CRFCT), particularly in the context of training parents from culturally, linguistically, and economically diverse backgrounds. This study addressed this gap by examining the effects of culturally responsive FCT …

A Phenomenological Study Of The Lived Experiences Of Administrators, Teachers, And School Personnel With Justice-Involved Students, Kandra Cosby

Dissertations

This hermeneutic phenomenological research study examined the experiences of six educational professionals, including administrators, teachers, and support staff, as they supported justice-involved students in their reintegration into traditional public schools. The study was based on Bronfenbrenner’s ecological systems theory, Hirschi’s social control theory, and Glasser’s choice theory. Semistructured interviews were used and revealed six themes: (a) fighting systems while trying to serve students, (b) relationships as safety nets, (c) protecting students from the stigma of judgment, (d) fighting bureaucratic silos, (e) philosophy wars in action, and (f) seeing the whole child. The findings indicated successful reintegration was less connected to …

Civics Teachers’ Perceptions Of Disciplinary Literacy Strategies That Use Primary Sources: A Case Study, Whitney Williams

Dissertations

This study has been designed as a case study to examine teachers’ perceptions of document-based strategies when combined with primary sources as pedagogical tools. The participants were ninth grade civics teachers. Semi-structured interviews, focused observations, and artifact collection were the sources of collected data. As the researcher, my constructivism guided this study through the lens of Albert Bandura’s social cognitive theory (SCT). Therefore, the participants’ perception will be interpreted through SCT concepts such as personal influences, behavioral influences, and environmental influences. Findings show a handful of disciplinary literacy strategies that occurred most often across all participants. Teachers valued an emphasis …

Detection Of Phase-Binning And Interpolation Artifacts In 4-Dimensional Computed Tomography Imaging Using Deep Learning And Rule-Based Approaches, Jorge Cisneros, Nathan H. Feldt, Yevgeniy Vinogradskiy, Richard Castillo, Edward Castillo

Department of Radiation Oncology Faculty Papers

BACKGROUND: Four-dimensional computed tomography (4DCT) imaging is a crucial component to lung cancer radiotherapy planning and enables CT-ventilation-based functional avoidance planning to mitigate radiation toxicity. However, 4DCT scans are frequently impaired by acquisition artifacts that corrupt downstream analyses that depend on lung segmentation and deformable image registration, such as CT-ventilation and dose accumulation.

PURPOSE: This study develops 3D deep learning models to identify phase-binning artifacts at the voxel level and a heuristic, rule-based method to identify interpolation slices within 4DCT images.

METHODS: We introduce a generator that systematically inserts synthetic phase-binning and interpolation artifacts into any artifact-free breathing phase obtained …

A Strategic Audit Of Live Nation Entertainment: Industry Position, Competitive Dynamics, And Long-Term Growth Outlook, William H. Wooden Iv, Owen B. Crone, Reece L. Flores, Grace A. Schaefer, Eric M. Jacob, Sydney A. Beck

Honors Program: Senior Projects (Public)

Live Nation Entertainment is the dominant global leader in the concert and live events industry, supported by a vertically integrated model that spans artist management, concert promotion, venue operations, ticketing, and sponsorship. This strategic audit evaluates Live Nation’s internal strengths, external threats, competitive position, corporate governance, and long-term strategic prospects based on comprehensive analysis of company reports, industry dynamics, and market trends. Live Nation benefits from unmatched scale, global venue ownership, exclusive artist relationships, and the substantial network effects generated by Ticketmaster, which collectively create high barriers to entry and sustained competitive advantage. The audit also examines significant challenges such …

Creating Actionable, Culturally Appropriate Interventions From Survey Data: A Community-Driven Capstone Pilot Project, Nicole Placke

Capstone Experience: Master of Public Health

The Community-Driven Capstone Track is a pilot program designed as an alternative to the traditional capstone track. With this track, students are able to engage with community partners through an integrative learning experience. The goal is to address real organizational needs in a way that demonstrates the mastery of foundational and concentration competencies.

Unlike the traditional capstone track, the CDC offers flexibility in both project type and deliverables. Rather than one formal written report, students might produce a series of products or tools. Deliverables are decided collaboratively between the student, community partners, and the faculty committee to ensure they are …

The Effectiveness Of Interventions In Reducing Sexually Transmitted Infections Among African American Adolescents: A Comprehensive Literature Review, Brandy M. Leaver

Capstone Experience: Master of Public Health

In the United States, an estimated 20 million new sexually transmitted infections occur annually, with half of the cases occurring in adolescents. The infection rate among African American adolescents is four times higher than that among white adolescents. Although many types of interventions exist, few are specifically designed for African American adolescents. In conducting this comprehensive literature review and synthesis, I examined the effectiveness of existing interventions in creating behavioral change among African American adolescents by applying the health belief model to interpret and organize the findings. The databases PubMed, Embase, and Google Scholar were searched on October 1, 2025. …

Integrating Data Analytics: Exploring The Best Methods To Evaluate Players’ Performance To Help Gain A Competitive Advantage On The Football Field, Tanner F. Fountain

Finance Undergraduate Honors Theses

To succeed in the world of sports, leaders need to uncover and utilize any advantage possible in order to gain a competitive advantage over their competition. I discuss how leaders of a sports organization, specifically within the Arkansas Razorback football program, implement the use of analytics on and off the field, as well as how they use their data to create visuals, find potential strengths and weakness, and ultimately help them be more prepared for gameday. Using my personal experience as a Student Analyst for the Razorbacks, along with supplementary information, I share the latest tactics and the strategies for …

From Winans To Wallahee: Treaties, The Washington State Supreme Court, And The Pursuit Of A More Just Rule Of Law, Monte Mills

Washington Law Review

The relationship between the United States federal government, the states, and Native Nations has long been at the core of federal Indian law. From the earliest decades of its jurisprudence, for example, the United States Supreme Court struggled in its efforts to analyze and define the rights, authorities, and interactions of Native Nations within and in relation to the evolving structure of constitutional federalism. Treaties between the United States and Native Nations were central to those decisions and provided a necessary, constitutional check against state interests intent on eliminating sovereign Native Nations. Those constitutional and structural implications thus go well …

The Mayfly Newsletter, Donna Giberson

The Mayfly Newsletter

The Mayfly Newsletter is the official newsletter of the Permanent Committee of the International Conferences on Ephemeroptera.

1st Annual Partners Meeting Of The Joint Action Research Program On Fgm In The Horn Of Africa, Population Council Kenya, Population Council

Sexual and Reproductive Health, Rights, and Choices

Funded by the German Federal Ministry for Economic Cooperation and Development (BMZ) and supported by the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, the first Annual Partners Meeting of the Joint Action Research Programme on Female Genital Mutilation (FGM) in the Horn of Africa was convened from December 9-11, 2025 by the Population Council-led FGM Data Hub in Nairobi, Kenya. The meeting brought together universities and civil society organisations (CSOs) from Ethiopia, Somalia, Somaliland and Sudan to strengthen university-led action research to improve overall efforts to prevent and respond to FGM, gender-based violence (GBV) and/or related gender inequalities.

The Supreme Court Of India's Use Of Inherent Power Under Article 142 Of The Constitution: An Empirical Study, M. P. Ram Mohan, Sriram Prasad, Vijay V. Venkitesh, Sai Muralidhar, Jacob P Alex

National Law School of India Review

The Constitution of India under Article 142 grants the Supreme Court of India broad inherent powers to do complete justice. The contours of these inherent powers and what it means to achieve complete justice were left to the Supreme Court to determine on its own. In this paper, we empirically examine all the Supreme Court cases from its inception in 1950 till 2023 which use the term “Article 142” or “complete justice.” We found 1579 cases, which were then hand-coded for many variables such as the nature of the case, where the case was appealed from, the temporal distribution, the …

Actual Uses Versus Paper Owners: The Ontario Court Of Appeal’S Decision In Kosicki V Toronto (City) In Context, Sarah E. Hamill

UBC Law Review

No abstract provided.

What Is The Standard Of Review For (Mixed) Constitutional Questions?, Anthony Sangiuliano, Mark Friedman

UBC Law Review

No abstract provided.

Diagnostic Accuracy Of Nanopore Sequencing For Detecting Mycobacterium Tuberculosis And Drug-Resistant Strains: A Systematic Review And Meta-Analysis, Timothy Hudson David Culasino Carandang, Dianne Jaula Cunanan, Gail S. Co, John David Pilapil, Juan Ignacio Garcia, Blanca I. Restrepo, Marcel Yotebieng, Jordi B. Torrelles, Kin Israel Notarte

Ateneo School of Medicine and Public Health Publications

Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB) infection, remains a significant public health threat. The timeliness, portability, and capacity of nanopore sequencing for diagnostics can aid in early detection and drug susceptibility testing (DST), which is crucial for effective TB control. This study synthesized current evidence on the diagnostic accuracy of the nanopore sequencing technology in detecting MTB and its DST profile. A comprehensive literature search in PubMed, Scopus, MEDLINE, Cochrane, EMBASE, Web of Science, AIM, IMEMR, IMSEAR, LILACS, WPRO, HERDIN Plus, MedRxiv, and BioRxiv was performed. Quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. Pooled …

Two Uncited Latin Resources In King Robert Of Naples’ Sermon On Friendship For The Lombard League, Chris Nighman

History Faculty Publications

This article demonstrates the reception of Thomas of Ireland’s Manipulus florum (1306) and John of Wales’ Communiloquium (ca. 1270) in a sermon by King Robert of Naples (1276-1343) promoting the revival of the military alliance known as the Lombard League, and also his use of the Manipulus in another sermon. A full edition of Robert’s sermon “pro liga Lombardie” is appended. It also corrects the misattribution to Robert of a collection of anecdotes and quotations attributed to ancient philosophers and provides a brief comparative analysis of the short and long recensions of the Communiloquium.

“Starlight Suite”: A Compositional Exploration Of The Argo Navis Constellations In Three Movements, Adam Miller

Student Publications

This thesis explores a compositional technique in which stellar constellations are arranged upon musical staves in a variety of iterations to create a basis from which to draw melodic, harmonic, and rhythmic material. These raw extrapolations of unaltered notes are then arranged and orchestrated into thematic music for full orchestra, centered around elements from the mythological background behind the constellations used. An accompanying analysis explains the specific applications of this technique within each movement of the work, the significance of each, and the variety of ways in which musical inspiration was drawn from the raw materials. The objective of this …

Exploring Synthetic Data Generation For Machine Learning And Statistical Analysis, Aditi S. Gajjar

Master's Theses

In the data-driven machine learning and statistical analysis world, real-world data availability is often constrained by privacy concerns, access restrictions, or resource limitations. To address these challenges, synthetic data provides a groundbreaking solution, enabling academics and data scientists to generate artificial datasets that mimic real-world data for model development and testing in a controlled, privacy-preserving environment. The syntheticDatasets package represents an R-based counterpart to Python's widely-used Scikit-learn dataset generators, adapted to meet the needs of statisticians, educators, and data scientists primarily working in the R programming ecosystem.

This thesis explores the design and implementation of the syntheticDatasets package, focusing on …

Performance Enhancement For Rufa: Rapid Urban Forest Assessment, Nicholas Tan

Master's Theses

Urban forests are crucial to the livability and resilience of cities, offering critical ecosystem benefits such as air quality enhancement, temperature regulation, and biodiversity. Managing said urban forests is essential to ensure their sustainability and adaptability to rapidly changing environmental and climate conditions. The Rapid Urban Forest Assessment (RUFA) tool was developed to address the need for a standardized approach to evaluating and comparing urban and community forestry programs. By analyzing and aggregating tree-specific data across California, such as canopy cover, tree counts, and diversity scores, RUFA assigns a comprehensive urban forestry score for each city. This score allows for …

Flower Color Variation And Its Maintenance: Experimental Ecology Of Serpentine-Adapted Leptosiphon Parviflorus Benth. (Polemoniaceae), Magdalene S. Lo

Master's Theses

Environmental heterogeneity can impose fluctuating selection pressures on species across space and time. If variations of a trait provide fitness benefits in certain environmental conditions but not others, these fitness tradeoffs under fluctuating selection could be a means of maintaining intraspecific variation. A common type of intraspecific variation is the production of anthocyanins, pigments responsible for red, pink, and blue colors in plants and that can also provide protection from abiotic stressors, such as water limitation and heavy metals. Leptosiphon parviflorus Benth. (Polemoniaceae, variable linanthus) is an annual wildflower whose individuals produce either pink or white flowers, and both flower …

Using Scenario-Based Design Activities To Explore Sociotechnical Thinking In Engineering Professionals, James M. Whealan

Master's Theses

Sociotechnical thinking is the ability to recognize the interconnectedness of both technical and non-technical dimensions such as environmental, economic, social, cultural, and political factors. Although traditional engineering curriculum often emphasizes technical knowledge and skills, research suggests that engineering work is inherently sociotechnical. While sociotechnical thinking is a critical engineering skill, relatively little is understood about the nature of it or the different aspects comprised within it. To that end, this study addresses the following research question: What sociotechnical factors do engineering professionals consider in a collaborative scenario-based design activity? To answer this question, we conducted a qualitative study of engineering …

(R2130) Cusum-Test For Unconditional Variance Change Detection In Bilinear Garch Models, Edoh Katchekpele, Abdou Kâ Diongue, Ben Célestin Kouassi

Applications and Applied Mathematics: An International Journal (AAM)

We examine CUSUM-type test for detecting changes in unconditional variance within Bilinear GARCH models. We derive the asymptotic distribution of the test statistic under both null and alternative hypotheses and assess test effectiveness in identifying single structural breaks. Simulation studies support our theoretical results and demonstrate the practical utility of the test.

Rethinking Juror Impartiality, Anna Offit

Faculty Publications

Jury impartiality in the contemporary court often justifies the perpetuation of exclusionary selection practices that make juries more—not less—biased. This Article calls for a rethinking of this important but flawed concept. Constitutional interpretations and conceptions of “impartiality” frame it as a transient orientation toward particular evidence or parties. Yet, during voir dire, the prevailing conception of jury impartiality is that it is an immutable character trait that must be discovered—if not created—by professional legal actors. What voir dire creates is not an impartial jury, but precisely the opposite: a venire shaped by the strategic biases of lawyers.

This Article offers …

Sleep-Disordered Breathing Subtypes And Future Diet Quality In The Multi-Ethnic Study Of Atherosclerosis, Kaitlin S Potts, Cecilia Castro-Diehl, Tianyi Huang, Alexis C Wood, Jerome I Rotter, Stephen S Rich, Tamar Sofer, Susan Redline, Heming Wang

Children’s Nutrition Research Center Staff Publications

Objectives: Sleep-disordered breathing (SDB) and diet quality impact cardiometabolic disease, but few studies have examined if SDB influences diet quality. This study estimated the association between SDB subtypes (with and without sleepiness) and future diet quality in the Multi-Ethnic Study of Atherosclerosis.

Methods: Probable SDB was characterized by self-reported physician-diagnosed sleep apnea (PDSA) or habitual snoring and subtyped by presence or absence of sleepiness. A food frequency questionnaire measured diet 1.6 years before, and 7.8 years after SDB assessment. Diet quality was measured with the Alternate Healthy Eating Index-2010 (AHEI). Mean differences in AHEI at follow-up by SDB subtypes were …