Digital Commons Network^™

Thematic Analysis Of Knowledge, Skills, And Abilities Required For Hydrogen Fuel Cell Transit Workforce, Steven Dandurand

Construction Management

The adoption and implementation of hydrogen fuel cell electric buses (FCEBs) in public transit creates opportunities for reducing emissions and a greener future, but causes challenges related to workforce readiness and training. This research uses thematic analysis to analyze interviews with professionals to evaluate the current knowledge and skill levels of transit bus drivers, maintenance personnel, and infrastructure teams, with the goal of identifying knowledge gaps that may cause problems with the implementation of hydrogen buses on a larger scale. Data was collected through a review of transit agency resources, and interviews with drivers, technicians and agencies. The findings indicate …

Beyond Contract Law: Expanding Legal Education In Construction Management, Grace M. Hetland

Construction Management

The California Polytechnic State University Construction Management (CM) program is designed to prepare students for the managerial responsibilities of the construction industry. However, construction projects involve a broad range of legal considerations that extend beyond traditional contract administration. While the CM curriculum currently includes a course focused on construction contract law, there is limited exposure to other legal disciplines that frequently affect construction professionals throughout the project lifecycle. This research explores the potential value of expanding construction law education in the CM curriculum by implementing an additional topics course as an elective for students. To determine which legal subjects would …

Logistics And Workforce Management In Remote Reforestation Projects: A Case Study Of Ponterra In Panama, Omar Mejia-Meraz

Construction Management

With global efforts in reducing carbon emissions, large-scale reforestation projects are becoming increasingly important. While the environmental benefits of reforestation are well known, the operational and logistical challenges of reforestation projects are often overlooked. This case study examines the reforestation efforts conducted by Ponterra in the Azuero Peninsula region of Panama and analyzes how construction management principles support the planning, execution, and long-term success of restoration projects. Through a qualitative analysis consisting of an interview with Ponterra’s Field Operations Lead and supporting literature, this study evaluates the planning strategies, logistical challenges, workforce coordination, and client engagement involved in large-scale reforestation …

Analyzing Productivity In California’S Residential Construction Industry, Logan K. Booher

Construction Management

Following technological advancement over past years in California's residential construction industry, productivity levels have fallen short. This has revealed a pressing issue and raises the question of whether advancements in technology correlate with productivity improvements. This study investigates whether the lack of growth is a significant problem, specifically in California's residential construction industry, and what underlying factors are limiting improvements. Using an action-based research approach, the data for this study were collected through surveys that consisted of multiple-choice questions and checklist rankings, given to construction professionals across various roles and project types in California. The objective is to examine how …

Student Perceptions, Advantages, And Challenges Of Artificial Intelligence Tool Use In Higher Education, Olivia Lynch

Construction Management

Increasingly AI tools are being integrated into higher education and are starting to influence students’ access to information, the completion of assignments, and the use of new material. Generative AI-based tools, writing assistants, and automated research tools allow students to get explanations easily, sort out materials, or explore new areas of knowledge. While these technological advancements can improve productivity and make learning more efficient, they also raise questions of accuracy and academic integrity, as well as concerns about excessive reliance. This study focuses on how Construction Management (CM) students perceive AI tools in their academic work. An anonymous survey was …

Artificial Intelligence In Higher Education: A Snapshot In Time Of Faculty Perspectives And Institutional Adaptation, Alexander Levine

Journalism

The purpose of this research is to examine where higher education currently stands in relation to artificial intelligence, how it arrived at this moment, and where the future may be heading. More specifically, this study seeks to document a snapshot in time of how faculty members, university administrators, and educators perceive the role of artificial intelligence in higher education and how they believe it may shape the academic landscape moving forward.

By examining how artificial intelligence currently influences teaching, learning, and institutional decision-making, this study aims to create a record of perspectives during a period of rapid technological change. As …

Academic Senate - Agenda, 05/26/2026, Academic Senate

Academic Senate Agendas

No abstract provided.

Spatial Extent And Vertical Structure Of Marine Heatwaves In Chesapeake Bay, Nathan P. Shunk, Piero L. F. Mazzini, Ryan K. Walter, Kyle E. Hinson, Pierre St-Laurent, Marjorie A. M. Friedrichs

Physics

Marine heatwaves (MHWs) adversely impact marine ecosystems globally, yet data scarcity limits our understanding of their subsurface extent, particularly in estuaries. Using a high-resolution regional ocean model, we characterized the horizontal extent and subsurface structure of MHWs across the Chesapeake Bay (CB). Additionally, we developed a supplementary definition for local climatology-identified MHWs, “Vertical MHWs,” which quantifies their water column presence, and developed a new MHW vertical classification scheme. Surface MHWs were generally shorter, more frequent and intense, and impacted ∼5% of the CB surface area, while the deepest MHWs were generally longer, less frequent and intense, and regularly occupied >50% …

American Coverage Of The Killing Of Awdah Hathaleen: A Case Study, Charlie F. Nichols

Journalism

This project analyzes coverage from major American news outlets regarding the killing of Awdah Hathaleen by Yinnon Levi, using firsthand accounts of the event as a point of reference. These accounts are organized into a timeline of the event that coverage is compared with. The propaganda model outlined in Manufacturing Consent by Herman & Chomsky (1988) is used as a theoretical framework, namely the concept of unworthy victims. This framework posits that victims of violence perpetrated by American client states are framed as deserving of said violence. This addresses a gap in the literature of comparing coverage with a verifiable …

(Dis)Orientation: Using Queer Phenomenology To Teach Positionality And The Positionality Statement, Grace Mccleskey

Feminist Pedagogy

This paper offers a unit activity which is based on the integration of queer phenomenology in teaching positionality in undergraduate courses, exploring its potential as a feminist pedagogical tool for promoting self-reflection and critical engagement with identity. Drawing on Sara Ahmed's Queer Phenomenology, this approach invites students to understand how their embodied experiences of gender, race, and other social locations intersect with larger systems of power and privilege. I have built this unit around a series of creative exercises, including identity collages, story maps, and personal timelines, that help students reflect on their individual and collective experiences. By blending queer …

A Black Feminist Perspective On The Role Of Community Engaged Pedagogy In Communication Education, Katrina Marie Overby, Nickesia S. Gordon

Feminist Pedagogy

As two Black feminist communication scholars, we reflect on the importance of intersectional and culturally responsive community engaged pedagogical practices in communication education. In this paper, we articulate the ways in which integrating community engaged pedagogical practices more intentionally in our curriculum, positions communication educators to participate in and contribute to advocacy based teaching that centralizes reflexivity, dialogue, critical literacy, and alliance building. Rooted in bell hooks’ theory of engaged pedagogy, our approach advocates for educators to articulate a pedagogy of Conscientizacao and to create curricula that teach us all to transgress.

Teaching Feminist Technoscience, Stephanie Hudson

Feminist Pedagogy

No abstract provided.

Critical Explorations: Using Feminist And Artful Inquiry In An Adolescent Literature Class, Emily L. Freeman

Feminist Pedagogy

Using feminist and artful inquiry in teacher education courses creates spaces of resistance to normative modes of sharing knowledge. The Critical Explorations project is the final assignment for a required young adult and adolescent literature course and requires that students engage in creative modes of expression when sharing their research. The teaching activity opens up new possibilities for engagement with texts and research questions that works to disrupt traditional English Language Arts assessments.

Engaging The World’S Cultures By Exploring Travel Possibilities: Overcoming Ethnocentrism To Demonstrate Cultural Awareness, Ashley D. Garcia, Daniel L. Foster

Feminist Pedagogy

This series of intercultural communication assignments was designed to assist students with the challenging transition from an ethnocentric (inflexible) mindset to an ethnorelative (flexible) one. At the beginning of the semester, students select a country and a corresponding international news source (online) to read throughout the semester. They complete several Engaging the World’s Cultures (EWC) assignments during the semester to accomplish two goals: to dive deep into the culture and to strengthen the uptake of an ethnorelative mindset when learning about a different culture. The information gathered through the EWC assignments is then compiled in a Travel Brochure at the …

The Citation Statement As Feminist Citational Praxis, Melissa Chomintra

Feminist Pedagogy

A key component of feminist information literacy and feminist research is the development of a citational praxis. One of the ways that students can foster their citational praxis is by writing a citation statement as part of their iterative research process. The purpose of this original teaching activity (OTA) is to teach students how to develop a citational praxis. The activity provides students with an introduction to citational praxis, the purpose of a citation statement, and the tools and strategies to implement it in their own research.

Cover, Connor Larson

.RAW Journal of Art and Design

No abstract provided.

Full Issue, Michaela Velleno, Erin Robinson, Zoé Shaikh

.RAW Journal of Art and Design

No abstract provided.

Executive Committee - Agenda, 04/07/2026, Academic Senate

Academic Senate Agendas

No abstract provided.

Crowdsourcing Literary Recovery Using Iterative Search Techniques, Jean Lee Cole

Feminist Pedagogy

The Literary Recovery assignment teaches students how to develop keyword search search techniques to locate literary works and authors in online databases and text repositories. Using the assignment in a collaborative course project provides the benefit of crowdsourcing recovery efforts for prolific authors or groups of authors.

How Media Framing Impacts Juror Bias In A Fictional Criminal Case, Teah Sharon Swartzon

Journalism

This study examines how media framing influences juror bias among college-aged students when evaluating a defendant's guilt in a fictional criminal case. Utilizing framing theory, the research explores whether biased news coverage can shape perceptions of a defendant's guilt before trial.

Participants, consisting of students at California Polytechnic State University, aged 18-22, were asked to read two news articles about a fictional criminal case. One framed the fictional defendant as guilty, while the other framed him as innocent. Both articles were generated using the Artificial Intelligence Platform, Claude.

Data was collected in a survey where participants indicated whether they believed …

The Host Galaxies Of Active Galactic Nuclei With Direct Black Hole Mass Measurements, Vardha N. Bennert, Nico Winkel, Tommaso Treu, Xuheng Ding, Vivian U, Raymond P. Remigio, Aaron J. Barth, Matthew A. Malkan, Lizvette Villafaña, Samantha Allen

Physics

Reverberation mapping (RM) determines the mass of black holes (BHs) in active galactic nuclei (AGNs) by resolving the BH gravitational sphere of influence in the time domain. Recent RM campaigns have yielded direct BH masses through dynamical modeling for a sample of 32 objects, spanning a wide range of AGN luminosities and BH masses. In addition, accurate BH masses have been determined by spatially resolving the broad-line region with GRAVITY for a handful of AGNs. Here, we present a detailed analysis of Hubble Space Telescope images using surface-brightness profile fitting with state-of-the-art programs. We derive AGN luminosity and host-galaxy properties, …

Ymca Changes Lives: Social Media Campaign, Savannah Nicole Rivera

Communication Studies

This project examines how the YMCA of San Luis Obispo constructs its organizational identity through digital messaging by applying framing theory (Entman, 1993). Drawing from scholarship on framing, nonprofit organizational identity, dual-identity tensions, and nonprofit storytelling, I conduct an applied framing analysis of the YMCA’s website and Instagram content. Specifically, I analyze how the organization defines community problems, attributes causes to them, assigns moral values to them, and proposes solutions in its messaging. I argue that while the YMCA references its mission, its current digital communication often makes utilitarian identity elements, such as services, memberships, and facilities, more salient than …

Environmental Impact Of Preventative Fire-Retardant Applications On Soil Water Chemistry, Patrick C. Michelsen

Master's Theses

Between 1992 and 2012, 84% of all documented wildfires were started by humans. These fires often start around high-risk locations such as power lines and roadsides where fuel loads are near these potential human-caused ignition sources. Point source ignition sites that are surrounded by shrubs or grasslands are especially important because fires that occur within these biomes are responsible for far more destruction of property than forest fires. One strategy that is effective at mitigating the spread of fires from ignition sites that are within grassland or shrub biomes are preventative fire-retardant products (PFRPs). These PFRPs differ from traditional fire-retardant …

Using Ensemble Disagreement To Stabilize Conformal Prediction Under Distribution Shift, Patrick D. Murphy

Master's Theses

Semantic segmentation of eelgrass from drone imagery is crucial for coastal habitat monitoring, restoration, and management, as these habitats continue to see rapid changes due to climate change and human influence. However, the reliability of generalizing a deployed classification model relies on both high-accuracy segmentation as well as robust uncertainty quantification that holds up when conditions change over years or locations. Conformal prediction (CP) is a method that converts a classifier's output into prediction sets with a guaranteed average coverage level for in-distribution data. However, the “vanilla” conformal score can often under-cover in hard or out-of-distribution (OOD) regions under drift. …

Evolving U.S. And Chinese International Development Policy: Institutions, Strategies, And Global Impact, Julian Kai Lehto

Social Sciences

This paper is inspired by, and meant to understand, recent changes in global policy towards foreign aid and international development. 2025 saw one of the biggest changes to international development in decades, when President Donald Trump’s new administration made the decision to effectively shut down the United States Agency for International Development (USAID). At the same time, China has been taking on a growing role in foreign aid and development over the last decade. Chinese projects like the Belt and Road Initiative (BRI) have become globally significant. This paper will explore the changing impacts and influence of both the U.S. …

Exploring The Mental Health Impacts Of Dating Experiences For Racial And Ethnic Minorities At A Predominantly White Institution, Maya Sánchez, Mylina Garza, Emma Chung

Communication Studies

The present study examined the mental health implications of racial and ethnic minorities’ dating experiences at a Predominantly White Institution (PWI). The authors conducted retrospective interviews with 20 minority-identifying college students that attend California Polytechnic State University, San Luis Obispo. Three primary themes emerged from the conducted research. 1) Feeling excluded from racialized beauty standards threatens self-worth, 2) struggling to find romantic belonging limits emotional safety in relationships and navigating cultural differences in dating produces identity hyperawareness. This study also offers interesting theoretical and practical implications. Theoretically, findings display the communication maintenance of identity to how romantic involvement impacts …

Baja Sae Gear Testing, Selina Bayles, Lucia Giacalone, Claire Cornelsen, Sarah Talbert

Mechanical Engineering

The Baja SAE Gear Testing project outlined a test stand and procedure to update the S-N curve currently used by the Baja SAE team. Currently the Cal Poly Baja SAE geartrain team uses a S-N curve to design custom gears, but this S-N curve does not accurately reflect the gears uses and their fatigue life. This project outlines the exploration of a dyno set up to allow for future testing of different categories of short life cycle gears to collect data and generate a new S-N curve and, ultimately, update the design of the gears. This team created a dyno …

Designing For Clarity Under Pressure: A Paper Goods System For Fundraising Auctions And Dinners, Ashley Spinoglio

Graphic Communication

For my senior project, I focused on a design challenge I’ve experienced firsthand in fast-paced event environments: how to communicate clearly through print when guests are moving quickly and processing a lot of information at once. After three years working on the Cal Poly Winemaker Showcase, I saw how programs, menus, bid sheets, and signage are often created piece by piece under pressure, which can lead to inconsistency and confusion. This project develops a structured Event Paper Goods Design System that brings clarity, hierarchy, and cohesion to large-scale fundraising events.

Made New Again: Refining Cal Poly Made For The Next Generation, Audrey Yae-Ji Malia Kong

Graphic Communication

For my senior project, I aim to focus on how graphics and packaging can positively affect and attract consumers to the product. During this project, I will be taking California Polytechnic State University, San Luis Obispo’s very own products, curated by Cal Poly MADE, and refine their current design and branding. This plan will involve meeting the guidelines of Cal Poly SLO’s branding while creating a more modern design for the Cal Poly MADE products to be appealing to consumers. In order to guarantee the success of this project, I aim to conduct tests centered around the direct customers of …

Designing Visibility: Addressing The Hidden Curriculum For First-Generation Cal Poly Students Through Graphic Communication, Issac Enrique Cervantes

Graphic Communication

First-generation college students often encounter invisible barriers in higher education, including unspoken terminology, institutional practices, cultural norms, and academic expectations that are rarely made explicit but are essential for student success. While this information is frequently transmitted informally through family networks or prior exposure to higher education, first-generation students, particularly those from historically marginalized communities, often lack access to these channels. As a result, students may experience confusion, a reduced sense of belonging, and inequitable academic outcomes.

This senior project investigates and addresses this gap using inclusive graphic communication and user experience (UX) design principles. Through semi-structured interviews with stakeholders …