Digital Commons Network^™

Cal Poly Rodeo Program, Keith J. Johnson

Agricultural Education: Graduate Internship Reports

The purpose of this project was to evaluate and improve livestock welfare practices within the Cal Poly Rodeo Program while supporting the program's core values of student success, western heritage, and program excellence. Livestock play a critical role in collegiate rodeo by providing educational opportunities, athletic competition, and hands-on learning experiences for students. As public awareness of animal welfare continues to increase, rodeo programs must demonstrate responsible stewardship and ethical animal management practices.

This project assessed current livestock management procedures, identified areas for improvement, and implemented educational and operational strategies designed to enhance animal health and welfare. Key performance indicators …

Here, There, And Absent From The Film: Carving Out A Protection For Trailers In California’S Anti-Slapp Statute, Zach Cogan

Vanderbilt Journal of Entertainment & Technology Law

California’s anti-SLAPP statute is designed to encourage free speech and to prevent litigation that chills participation in public discourse, including the creation and promotion of media. It is a standard industry practice for filmmakers to use trailers to promote their films before the final cut and to gauge the success of certain cinematic elements—such as characters, plot points, and overall tone—so the necessary adjustments can be made before the film is released to audiences. Subjecting studios and filmmakers to litigation for adjusting these relatively minor elements that were present in the trailers will chill this beneficial and standard industry practice. …

Trust In Cancer Information Sources And Awareness Of Human Papillomavirus As A Cause Of Cervical Cancer Among Us Adults, Olajumoke Ope Oladoyin, Paula Cuccaro, Lara S Savas, Robert Yu, Joel Fokom Domgue, Sheryl Mccurdy, Sanjay Shete

Faculty, Staff and Student Publications

Importance: Religiosity, trust in physicians, and trust in government health agencies influence individual decision-making and behavior toward public health programs. However, trust in information about cancer from these sources and their association with public awareness of human papillomavirus (HPV) as a cause of cervical cancer remain understudied.

Objective: To assess the association of trust in cancer information sources with awareness that HPV causes cervical cancer among US adults.

Design, setting, and participants: This cross-sectional study used the nationally representative 2022 Health Information National Trends Survey (HINTS) data on noninstitutionalized US adults aged 18 years or older collected between March 7 …

Association Of Insulin Resistance And Fracture Risk In The Osteoporotic Fractures In Men (Mros) Cohort, Jeonghoon Ha, Li-Yung Lui, Kristine Ensrud, Qian Xiao, Andrew R Hoffman, Joy Y Wu

Faculty, Staff and Student Publications

Context: Insulin resistance (IR) is more prevalent in men than in women, but evidence directly linking IR to fracture risk in older men remains limited.

Objective: To evaluate the association between insulin resistance (IR), estimated using the Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) and the triglyceride-glucose (TyG) index, and fracture risk in older men.

Methods: Data from 5994 men (≥65 years) in the MrOS cohort were analyzed. A total of 5416 participants were included in the HOMA-IR analysis and 5384 in the TyG index analysis. Fractures were self-reported and confirmed radiographically. Participants were grouped into quartiles based on IR …

A Copula-Based Framework For Multivariate Count Time Series With Mixed Marginal Distributions, Dimuthu Fernando, Yuxin Wen, Wimarsha Jayanetti

Engineering Faculty Articles and Research

We developed a class of multivariate integer-valued time series models using copula theory. Each count time series is modeled as a Markov chain, with serial dependence characterized through copula-based transition probabilities for Poisson and negative binomial marginals. Cross-sectional dependence is modeled via a trivariate Gaussian or a “t-copula”, allowing for both positive and negative correlations and providing a flexible dependence structure. Model parameters are estimated using likelihood-based inference, where the trivariate Gaussian or t-copula integrals are evaluated through standard randomized Monte Carlo methods. Simulation results, along with an analysis of annual counts of major hurricanes (Category 3+) across the North …

The Bluebook: An Insider’S Perspective, M. Burke Craighead

Michigan Law Review

A review of The Bluebook: A Uniform System of Citation. Edited by Columbia Law Review Association, Harvard Law Review Association, University of Pennsylvania Law Review and The Yale Law Journal.

Muckrakers Beware, Jonathan D. Glater

Michigan Law Review

A review of Murder the Truth: Fear, the First Amendment, and a Secret Campaign to Protect the Powerful. By David Enrich.

The Court And The Killing State, Eric Berger

Michigan Law Review

A review of Secrets of the Killing State: The Untold Story of Lethal Injection. By Corinna Barrett Lain.

Of Climate Justice And Magical Realism, Sonya Ziaja

Michigan Law Review

A review of Climate Justice: What Rich Nations Owe the World—and the Future. By Cass R. Sunstein.

When Lawyers Protest, Renee Knake Jefferson

Michigan Law Review

A review of Lawyer Nation: The Past, Present, and Future of the American Legal Profession. By Ray Brescia and a review of Canceling Lawyers: Case Studies of Accountability, Toleration, and Regret. By W. Bradley Wendel.

The Young And The Lawless, Sarah Medina Camiscoli

Michigan Law Review

A review of Lawless: How the Supreme Court Runs on Conservative Grievance, Fringe Theories, and Bad Vibes. By Leah Litman.

Teaching Telemachus: Learning To Live And Lead In A Flawed World, Sherman J. Clark

Michigan Law Review

A review of The Odyssey By Homer. Translated by Emily Wilson.

Global Youth Development: Challenges And Remedies, Raymond Chimezie

Faculty Publications and Presentations

Young people have enormous potential for growth and innovation, but not all have access to resources and opportunities to explore, achieve their dreams, and contribute immensely to society. Absence or limited opportunities and resources pose great challenges to young people’s aspirations. Through a review of literature and study of some countries young people globally face challenges, though at varying degrees like unemployment, limited access to healthcare, social services, and education; lack of professional support, skills acquisition and retraining, and political exclusion; judicial inequity, loneliness, and poor parenting. There still exist policies, structures, or regulations that encourage racial and ethnic or …

Age And Sex Affect The Prevalence And Severity Of Periodontal Conditions In An Academic Setting, Karo Parsegian, Nikolaos Soldatos, Tonia C Carter, Nikola Angelov, Neel Shimpi, Krishna Kumar Kookal, David K Okano, Effie Ioannidou

Faculty, Staff and Student Publications

Background: The aim of the present study was to examine whether age and sex affected the prevalence and severity of periodontal conditions in patients attending an academic dental clinic.

Methods: Electronic health record (EHR) data on the demographic characteristics and periodontal conditions of patients presented for a comprehensive periodontal evaluation were extracted from the institutional dental EHR database. Retrospective analysis of independent associations of age, sex, and other subject characteristics with periodontal conditions was determined using multinomial logistic regression. The null hypothesis stating that age and sex were not associated with the increased prevalence and/or severity of periodontal conditions was …

Voucher Model For Family Planning: Empowering Poor Women And Expanding Access To Family Planning Services In Punjab, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

Pakistan continues to face significant inequalities in access to family planning (FP) services, with the poorest women bearing a disproportionate burden of unmet need. Financial constraints, transportation costs, limited mobility, restricted decision-making power, and inadequate access to quality services often prevent women from obtaining the family planning services they need.

To address these barriers, the Population Council, in partnership with the Benazir Income Support Programme (BISP) and the Punjab Population Innovation Fund (PPIF), designed and rigorously evaluated an innovative Family Planning Voucher Scheme.

The model linked social protection with reproductive health services, enabling poor women from Rahim Yar Khan (RYK) …

Evidence Brief: Shifting Attitudes And Social Norms On Fgm Through Community-Based Interventions In Isiolo And Narok Counties Of Kenya, Stella Muthuri, Dennis Matanda, Francis Obare, Robert Omondi, Stephen Kizito, Chi-Chi Undie

Sexual and Reproductive Health, Rights, and Choices

The Girl Generation: Support to the Africa-Led Movement (TGG-ALM) programme in Kenya demonstrates that community-based, dialogue-driven interventions can shift social norms, attitudes, and behavioural intentions related to female genital mutilation (FGM), while also strengthening gender-equitable beliefs. Drawing on evidence from Isiolo and Narok counties, this evaluation shows that exposure to intergenerational dialogues, women’s reflection circles, and couple-based engagement is associated with stronger personal opposition to FGM, increased acceptance of uncut girls, and greater willingness to abandon the practice.

Strategic Communication For Population Stabilization: From Narrative To Sbcc Action, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

The Population Council led a landmark national effort to redefine population discourse in Pakistan through the development of a unified, rights-based national narrative—Tawazun (Balance). This narrative, endorsed by the Federal Task Force on Population and adopted at the highest policy forums, reframed population from a fragmented and sensitive issue into a shared national development priority. Tawazun established a clear framework—balancing rights, responsibilities, and resources—positioning family planning within the broader goals of family well-being, human development, and national sustainability. Importantly, the narrative was formally adopted by federal and provincial governments, and integrated into policy frameworks, communication strategies, and development planning processes.

Assessing Family Planning Progress In Exemplar Countries: Development Of A Conceptual Framework And Case Study Methodology, Zahid Memon, Hina Najmi, Abeer Mian, Sacha Ahmad, Muhammad Islam, Kevin Samuel, Marleen Temmerman, Ali Mohammad Mir, Zeba Sathar

Centre of Excellence in Women and Child Health

Family planning (FP) is a critical component of reproductive health, enabling individuals to plan the number and timing of children through various contraceptive methods.

We outline the conceptual framework and country case study methodology used by the Exemplars in Family Planning (EFP) project. This was based on the wider Exemplars in Global Health programme, which uses mixed-methods to examine determinants of FP progress in countries that exceed expectations for health outcomes. The EFP project integrates findings from case studies on six such countries, including quantitative analyses of trends and drivers of modern contraceptive prevalence, systematic reviews, policy, programme and financing …

Communicative Administration: The Administrative State Beyond Legal Administration, Daniel E. Walters

Faculty Scholarship

On many dimensions, the administrative state is at the nadir of its power. The Supreme Court has tightened administrative law controls on agency power, and the Trump Administration has stormed the bureaucracy in an unprecedented blitz designed to kneecap agency capacity and independence. For better or worse, many agencies and their civil servants are being sidelined as meaningful actors in the administration of government. Yet this familiar account doesn’t tell the entire story. At the same time that agencies are being stripped of the power to implement law—what this Article calls “legal administration”— they are steadily accumulating extensive and largely …

Monika Leszczynska, Monika Leszczynska

Faculty CVs

No abstract provided.

A Hybrid Generation: Globalization, Migration, And Cultural-Theological Reconfiguration Among Second-Generation Ghanaian Pentecostal Immigrants In The United States--Toward A Diasporic Mission Theology, David Osei-Nimoh

College of Theology and Ministry Dissertations, Projects, & Theses

This dissertation investigates how globalization, migration, and Pentecostalism shape the cultural and theological of second-generation Ghanaian Pentecostals in the United States. Using Mark Cartledge’s four-stage empirical theological cycle, it interprets participants’ lived experience as theological data in critical dialogue with Scripture, the doctrine of The Church of Pentecost (COP), and Pentecostal theological method. The study is based on 26 weeks of multisite fieldwork in three COP U.S.A. congregations—Washington, D.C., Dallas, and Tacoma—and draws on participant observation, 55 semi-structured interviews, three focus groups, and archival materials. The analysis yielded three interrelated findings. First, participants negotiate a bicultural Ghanaian American identity within …

Addressing The Stale Line Of Sports-Betting Behavior: Examining The Economic Shortfalls And Tax Solutions In Legalizing Sports Betting, Peyton Rameas

Vanderbilt Journal of Entertainment & Technology Law

Sports betting is a form of gambling that does not suffer from the same negative social stigma as casino gambling despite its equally addictive properties and damaging impact on household consumption. While sports betting was previously banned in most of the United States, following the Murphy v. National Collegiate Athletic Association decision, which empowered states to regulate sports betting within their borders, a wave of states that previously banned all forms of sports betting legalized the practice. Unsurprisingly, this rapid legalization of sports betting was accompanied by a flurry of statewide regulations, leading to disparate consumer protection across the states. …

The Five Cs Of Positive Youth Development In Singapore: Building Adolescent Resilience, Teresa Theodora Jing Yi Tan, Li Neng Lee

Journal of Youth Development

The Five Cs of Positive Youth Development (PYD) model is one of the most empirically discussed frameworks on youth thriving. Generalisability of the model was investigated among 210 middle (15-18 years old) and 250 late (19-25 years old) adolescents in Singapore. The Five Cs of PYD was evaluated as a mediator between intentional self-regulation, social-emotional competencies and family functioning, and the outcome of adolescent resilience. Results validate the model among youths in Singapore and show that the Five Cs of PYD positively predict adolescent resilience. The study extends the global application of the model while highlighting the need to consider …

When The Purse Strings Paint The Picture: Executive Overreach And Censorship In Federal Arts Funding, Megan Brown

Vanderbilt Journal of Entertainment & Technology Law

For decades, the National Endowment for the Arts (NEA) has been tasked with distributing federal funds to museums, galleries, and artists to promote visual artwork for its meritorious qualities and cultural impact. However, the NEA’s role as both a patron and regulator of visual artwork has placed it at the center of a balancing act—funding creative expression that often displays controversial themes, while facing political pressure to define what is a worthy investment of taxpayer dollars. This conversation continues in light of recent executive orders: “Ending Illegal Discrimination and Restoring Merit-Based Opportunity” and “Ending Radical and Wasteful Government DEI Programs …

Strategic Sustainability In Fast-Fashion: Consumer Responses To Green Collections, Caroline Le Bon

Journal of Applied Marketing Theory

The fashion industry has long been criticized for its detrimental environmental impact. As awareness grows, consumers acknowledge that their demand for variety at low prices has fueled the industry’s unethical practices, making sustainability a key concern for them and for companies. Although fast-fashion brands introduce sustainable collections, they continue to face criticism for prevalent greenwashing practices. Our research explores how integrating such collections into fast-fashion assortments influences consumer perception and purchase intention, depending on their involvement in both fashion and sustainability. Through our quantitative study, we find that implementing strategic sustainability through green collections alone is insufficient to convince environmentally …

Turning The Tide: Reforming Western Water Law In The Age Of Ai Infrastructure, Rhyma Asim

Vanderbilt Journal of Entertainment & Technology Law

The rise of generative artificial intelligence (AI) has fueled a global race to construct increasingly powerful supercomputers and data centers. Yet, the legal infrastructure meant to regulate these water-intensive projects remains dangerously underdeveloped. Current water law principles in prior appropriation states only further exacerbate this concern. This Note suggests that reform of water law principles can provide a framework for regulating AI data centers’ water consumption in order to protect societal interests during the global AI race. While data centers present beneficial technological advancements, their lack of transparency regarding water consumption presents concerns for local communities suffering from the numerous …

How The Dod Discourages Military Families From Seeking Mental Health Counseling, Christina Welch

Seattle University Law Review

The Department of Defense’s (DoD) administration of the Exceptional Family Member Program (EFMP) presents significant barriers to mental health care access for military spouses and children. This paper explores how the EFMP, though designed to support military families with special needs, inadvertently creates barriers to mental health treatment. Military family members often do not seek mental health treatment to avoid the program's mandatory enrollment requirements. Military family members often view enrollment in the program undesirable because enrollment can restrict the pool of potential future duty assignment locations that are available to service members.

The lack of comprehensive data collection by …

2025, Richard Delgado

Seattle University Law Review

"In a cutting and provocative social critique in one of the more extended Rodrigo Chronicles, Richard Delgado in 2025 employs skillful narrative—one of CRT’s many contributions to legal scholarship —to tell a gripping story of just how far the nation has descended into darkness with President Trump’s re-election. In Delgado’s vision, law professors—along with other political opponents of the President: immigrants, people of color, LGBTQ+ people, women, the underserved—have targets on their backs."

-excerpt from Kevin Johnson's review of 2025

The Preventative Care Gap: Completing The Aca’S Vision For Health, Abby Nagaich

Seattle University Law Review

This Note examines the preventive care mandate under the Affordable Care Act (ACA) and the legal, political, and practical challenges that threaten its effectiveness. While the ACA significantly expanded access to no-cost preventive services, gaps remain—particularly in behavioral health, obesity management, and equitable service delivery. Ongoing litigation, potential administrative rollbacks, and shifting political leadership further destabilize this critical component of public health policy.

This Note argues that for the ACA to fulfill its original promise—and for any health framework to succeed—preventive care must be redefined as a comprehensive, early intervention approach grounded in both systemic access and patient education. It …

Scu2u, Sattvika Bhatt, Austin Nguyen, Dhruv Patel, Izzy Perez, Shaunak Sharma

Computer Science and Engineering Senior Theses

On college campuses, the lack of short-range delivery options creates frequent distractions and interruptions, reducing productivity and convenience for students and faculty. To address this problem, SCU2U was developed as a low-cost autonomous food delivery rover designed to provide sustainable on-campus solution. The system utilizes a client-server network architecture that enables remote processing and monitoring over a campus Wi-Fi network.

The rover uses a 2D LiDAR sensor to scan its environment and utilizes SLAM (Simultaneous Localization and Mapping) to build and localize with a reference map of its environment. Autonomous navigation is implemented using ROS2 and the Nav2 framework, which …