Digital Commons Network^™

Modeling Recreational Risk Factors On The Landscape: A Predictive Gis Analysis Of Recreation Accident Response Near North Bend, Washington., Naomi S.J. Van Roon

All Master's Theses

Search and Rescue (SAR) teams in Washington respond to approximately 900 incidents annually, many stemming from outdoor recreation near Interstate 90 surrounding North Bend. This study utilized predictive GIS analysis to identify areas of concern within state lands, including Mount Si and Middle Fork Snoqualmie Natural Resource Conservation Areas, Raging River State Forest, and Rattlesnake Mountain Scenic Area. The predictive model was calibrated using SAR responses to hiking-related incidents between March and November from 2020 to 2023, and incorporated an analysis of risk factors influencing recreationalist incident probability. This research then developed a decision support system to aid land managers …

Too Essential To Fail: Lessons From County Fiscal Crises, Michael A. Francus

Journal Articles

This Article draws out the lessons of counties for municipal finance. To do so, the Article begins by unpacking the municipal finance regulations that have provided counties with extraordinary fiscal safety. The Article then turns to case studies of the eleven counties that either filed for bankruptcy or had state fiscal interventions since the passage of the Bankruptcy Code in 1978. Those case studies show how counties' finances can (in rare cases) go wrong despite well-designed municipal finance regulations. The case studies also show how counties have successfully responded to those crises through bankruptcy and fiscal intervention.

Using that analysis, …

Autonomous Mower Pilot Project, John T. Evans, Greg M. Shaver, Michael A. Mardikes, Nathan C. Sprauge, Timothy J. Wiegman, Shreyas Supe, Ethan M. Brown

JTRP Technical Reports

The Indiana Department of Transportation (INDOT) spends approximately $19 million annually on roadside mowing, which is a process that is time-consuming, costly, and poses safety risks. Automated mowing solutions have the potential to reduce costs and increase safety, but they will need to be extremely well tested before being deployed. In this work, data from current mowing practices was collected using machine mounted cameras, which was used to inform the creation of a digital twin environment that allows for rigorous initial testing of potential autonomous solution with no risk. The digital twin was created using digital elevation models of Indiana …

Connected Vehicle Trajectory Data To Screen Network For Hard-Braking And Hard-Acceleration Events, Rahul Suryakant Sakhare, Jairaj Desai, Christopher Gartner, Justin Mukai, Nathan Sturdevant, Nathan Shellhamer, Taylor Ruble, Dan Mccoy, Darcy M. Bullock

JTRP Technical Reports

Hard braking and hard acceleration data has been demonstrated as an important emerging data source that provides quicker feedback than crash data. In fact, a strong correlation between hard braking on the interstate and crash rates has been reported in previous studies. A previous study has shown that there are approximately 147 hard braking events in a work zone for every crash. However, there have been subtle changes in acceleration thresholds as well as techniques automotive companies and third-party vendors use to compute hard braking. The motivation of this study is to define scalable and sustainable procedures for obtaining consistent …

The Other Secret Deals: Uncovering The Power Of Non-Binding International Agreements, Guillermo J. Garcia Sanchez

Fordham International Law Journal

No abstract provided.

The Good Friday/Belfast Agreement's Human Rights Promise—Fulfilled Or Unfulfilled?, Martin O'Brien & Maggie Beirne

Fordham International Law Journal

The recent twenty-fifth anniversary of the Good Friday (or Belfast) Agreement provided several opportunities for people in Northern Ireland to come together to reflect and comment on the successes and failures of the 1998 peace agreement. Fordham, by publishing this new collection of articles, further allows an important opportunity to share reflections on the Good Friday/Belfast Agreement, its implementation, and the current state of the peace in Northern Ireland. This Essay will provide a high-level assessment of the extent to which transition of human rights from the margins to the mainstream (as discussed in the 1999 Mageean and O’Brien article) …

Honing The Economic Weapon: Application Of The Prosecutor's "Toolkit" In Sanctions Enforcement, Andrew Adams

Fordham International Law Journal

No abstract provided.

Leading The Church Out Of White Supremacy And Toward Biblical Justice And Reconciliation: A Leadership Approach Using The Arc Model, Keenan Tyler

Doctor of Ministry Projects

Problem

Seventh-day Adventist church members need to be equipped to respond faithfully to injustice in their communities, beginning with an understanding as to how to respond to systemic racism rooted in White Supremacy.

Method

This Doctor of Ministry project implemented an adapted form of Jamar Tisby’s ARC model—Awareness, Relationships, Commitment—contextualized for a Seventh-day Adventist theological and ecclesial setting. The immediate goal was to move beyond raising awareness of racial injustice to equipping congregations to actively resist systemic racism and dismantle the lingering influence of white supremacy in church life and mission. Over six interactive sessions, 18 participants engaged in historical, …

Targeted And Ticketed: Student Ticketing And The Perpetuation Of The School-To- Prison Pipeline, Jasmine Richardson-Rushin, Angelica Jimenez, Gwendolyn Walker, Hannah Benton Eidsath

UC Law Journal of Race and Economic Justice

The National Center for Youth Law (NCYL) is a non-profit organization working to end the harms of the juvenile, municipal and criminal legal systems, including by decriminalizing normal adolescent behavior, ending financial consequences, and improving children’s access to adequate developmentally appropriate treatment. Our work prioritizes eradicating the school-to-prison pipeline, and abolishing harmful fines, fees and economic sanctions through the Debt Free Justice Campaign (DFJ).

In school districts across the nation, students receive fees and fines as consequences for school-based behavior. Students are policed and ticketed for age-appropriate behaviors and disciplinary matters such as littering, truancy, and underage drinking and smoking. …

Derailing Deportation Through State Legislation, Stacy Caplow

University of San Francisco Law Review

No abstract provided.

Fractured Trust: Montana's Tribes Find Hope During The Chaotic First 100 Days Of Trump's Second Term, 2025, University Of Montana--Missoula. School Of Journalism. Native News Honors Project

Native News Honors Project, 1992-2026

An annual publication that is reported, photographed, edited, and designed by students in the University of Montana’s School of Journalism.

Funding Trends In Higher Education That Have Significant Impact On Accountability, William R. Stripling

Teacher Education Faculty Publications

For many years, higher education has come under fire for its lack of accountability. During this period, there has been increasing scrutiny over how universities allocate and spend their budgets. While state and federal funding sources have dwindled, the cost of operating a university has continued to rise. Politicians have publicly pressured universities to avoid raising tuition, yet this has led to public outcry over the return on investment of obtaining a higher education degree. Many parents have also expressed outrage over the rising costs and lack of accessibility. The reduction in financial resources has left many universities with limited …

Emergency Action Plan Adoption Across Athletic Training Practice Settings, Samantha E. Scarneo-Miller, Rebecca L. Stearns, Christianne M. Eason, Alicia M. Pike Lacy, Rebecca M. Lopez, Zachary K. Winkelmann, Rebecca M. Hirschhorn, Susan W. Yeargin

Rehabilitation Sciences Faculty Publications

Context:

The 2024 NATA Position Statement provides updated recommendations for EAP adoption. Past research on the 2002 statement showed limited adoption by ATs. Assessing current adoption across practice settings offers a clearer picture of the EAP implementation landscape.

Objectives:

To examine ATs' adoption of new EAP best-practice recommendations across practice settings.

Design:

Cross-Sectional study.

Setting:

Online questionnaire.

Patients or Other Participants:

Clinically active ATs (n=614) working in any practice setting (Youth, Secondary School, Division 1 Power 4, Collegiate athletics – Not Power 4, Non-Major Professional Sports, Professional Sports, Non-Sideline).

Main Outcome Measures:

Prevalence of an EAP, adoption of recommendations, and …

Tennessee Strategic Highway Safety Plan 2025-2029 Update, Tennessee. Department Of Transportation.

Strategic Highway Safety Plan

No abstract provided.

Climate Adaptation And Bankruptcy: Preparing Utilities For What Is To Come, Hayley Roy

Emory Bankruptcy Developments Journal

Climate change is an existential crisis that has and will continue to impact every aspect of our daily lives. An overlooked component of life in the United States, except in times of crisis, is our energy grid, which will continuously feel the consequences of climate change. Electricity is a basic necessity for most people in the U.S., but it is underprepared for the realities of climate change. Climate adaptation is a necessary step forward that energy utilities must take to ensure the resilience and reliability of electricity. Failure to adequately adapt will lead to dangerous situations as seen in the …

Corrosion Of Pipes In Soil Under Cathodic Protection, Ashley Chow

Williams Honors College, Honors Research Projects

This research project focuses on understanding how various soil properties affect the corrosion of buried pipelines that are protected by cathodic protection (CP) systems. Specifically, the study seeks to evaluate key soil characteristics, including resistivity, moisture content, and pH levels to determine their influence on the efficiency of CP systems in mitigating corrosion. Through controlled laboratory experiments, carbon steel specimens were exposed to a range of simulated soil conditions to mimic real-world environments. Corrosion rates were assessed using advanced electrochemical techniques, such as linear polarization resistance (LPR) and Tafel slopes, along with traditional mass loss methods. The primary objectives of …

Breaking A Criminal Mind: Leveraging Habit Breaking/Building For Crime Reduction, Dru Gerace

Williams Honors College, Honors Research Projects

Criminal behavior is often shaped by a complex interaction between psychological processes, habitual actions, and neurobiological mechanisms. This research explores how habitual decision-making and reinforcement patterns contribute to criminal tendencies, integrating insights from neuroscience and psychology. The study examines how early-life experiences, cognitive biases, and environmental factors shape habitual behaviors that may predispose individuals to criminal activity. It also discusses the role of executive functioning, impulse control, and neuroplasticity in breaking maladaptive patterns. By analyzing contemporary theories of habit formation and their neurological underpinnings, this paper offers a multidimensional perspective on the development of criminal behavior. Furthermore, implications for rehabilitation …

Comsol Simulation Of Pipeline Corrosion With Cathodic Protection, Ethan Scalzo

Williams Honors College, Honors Research Projects

Cathodic protection (CP) is a widely used technique to mitigate corrosion in buried steel pipelines. This study uses COMSOL Multiphysics to model and analyze the performance of both sacrificial anode and impressed current systems in a simulated 3D environment. The model solves for pipeline potential, current density, and corrosion rate within a surrounding soil domain to assess protection coverage across the pipeline. Simulations were conducted to evaluate the influence of electrode and electrolyte properties on CP effectiveness. The study demonstrates that COMSOL Multiphysics is an effective tool for modeling CP systems, offering insights that align with established industry practices. While …

Internal Or External: An Exploration Of The United States Police Chief Hiring Process, Kayleigh Walker

Williams Honors College, Honors Research Projects

This paper explores the hiring processes of police chiefs across the United States, focusing on internal versus external hiring practices. The goal of this research was to identify common trends, legislative barriers, and the impact of leadership on the hiring process through historical context, legal analysis, and case studies. The findings suggest that internal hires dominate chief appointments, though external hires are often sought during crises. The paper concludes with recommendations for future research and highlights the need to more fully understand this phenomenon. Understanding the processes and limitations surrounding the appointment of new leadership is critical to reform and …

Analyzing Car Theft Trends In Central Texas: A Comparative Study Of Waco, College Station, And Killeen, Daniel Njogu

Williams Honors College, Honors Research Projects

This study examines motor vehicle theft (MVT) trends from 2019 to 2023 in three Central Texas cities—Waco, College Station, and Killeen—using temporal analysis, geospatial hotspot mapping, and make/model data. In Killeen, thefts generally rose over the period, with notable peaks in October and on Mondays. College Station saw an overall decline in thefts but experienced a seasonal spike each March, and Waco’s thefts increased until around 2021 before beginning to fall. Local festivals—such as the Spirit of Texas in College Station and the Heart O’ Texas Fair in Waco—appear to coincide with these seasonal upticks. Hyundais and Kias were most …

Examining College Student Perceptions Of Community Police Force Efficacy Based On Experiences And Social Media., Riley Pharion

Williams Honors College, Honors Research Projects

This study aims to examine the relations between university undergraduate students and the police force and whether social media content affects the relationship. It will use a qualitative method to gather its results through surveys and one-on-one interviews. The desired sample size we want to collect a small sample of 5-10 undergraduate students for this study. Due to recent discord and accusations of police brutality, it is essential to look at the relations for further reference. Many different factors influence the attitudes of other communities toward the police force, and social media influences many people.

Upskilling California’S Public Health: An Assessment Of An Online Data Science Program, Michelle Ruiz

Theses and Dissertations

The COVID-19 pandemic exposed critical gaps in public health workforce data capabilities, prompting increased investment in data science training. This instrumental case study examined the effectiveness of University of California, Berkeley School of Public Health's online data science training program, developed in partnership with the California Department of Public Health to strengthen the state's public health workforce. The study analyzed program artifacts collected between October 2023 and September 2024, including Course Analytics Reports documenting enrollment patterns and Course Evaluation Reports structured according to considering the first two levels of Kirkpatrick's Four-Level Training Evaluation Model (1994). Analysis of nine courses revealed …

Symptom Presentations And Effective Mental Health Interventions For Those Experiencing Homelessness: A Systematic Review, Abraham Sloves

Theses and Dissertations

Homelessness is a present and concerning issue without a clear solution due partly to barriers in public policy, as well as challenges in homelessness research. Research seems to indicate that barriers to effective research on homelessness include inconsistent and incomplete data on homelessness prevalence, a lack of consistency in defining homelessness, and lack of generalizable research (Hossain et al., 2020). This is especially true when it comes to the intersection between homelessness and mental illness. While research has been done on interventions for unhoused individuals (Morton et al., 2020; Ponka et al., 2020), studies often fail to address the complex …

Beyond Guns Vs. Butter: Gendered Dynamics In Security Policy Preferences, Elaine Elizabeth Tagert

Electronic Theses and Dissertations

This dissertation challenges the foundational assumptions of the “guns versus butter” debate by recentering gender, insecurity, and state legitimacy in the analysis of public opinion. Drawing on over 300,000 individual responses across 80 countries, and original survey data from post-conflict Colombia, it demonstrates that the commonly held belief that women are more likely to prioritize welfare over security is both context-dependent and empirically unstable. Rather than reflecting innate preferences, gendered policy attitudes emerge from lived experiences of violence, inequality, and institutional trust.

The first empirical chapter reveals a striking reversal of conventional expectations in the Global South: in regions where …

Breaking The Chain: How An Alternate Dispute Resolution Process Can Be Used In The Criminal Justice System For First-Time Non-Violent Criminal Offenders, Leora Perlstein

Cardozo Journal of Conflict Resolution

The criminal justice system is deeply rooted in our history. There are traditional views on how it should be run and conducted. “Founded on the concept that crimes against an individual are crimes against the state, our justice system prosecutes individuals as though they victimized all of society.” Traditionally, when individuals commit a crime, they go through the process of receiving a ticket—or if they commit a particular violent crime they will be immediately arrested—and then they go through the process of appearing in court for an arraignment in which they are “read the charges against [them]” and are either …

Designing A Victims’ Compensation System Amidst California’S Insurance Crisis: The Aftermath Of The 2025 Los Angeles Wildfires, Federica Simonelli

Cardozo Journal of Conflict Resolution

This Commentary will explore critical aspects necessary for creating victims’ compensation mechanisms capable of handling claims stemming from the 2025 Los Angeles wildfires from a theoretical perspective. Drawing from the successful examples of the 2020 PG&E Fire Victim Trust, the 2023 Maui Wildfires compensation schemes, and other forms of dispute resolution (such as mediation), this Commentary will demonstrate that the challenging fallouts of environmental disasters pose increased challenges and necessitate unique dispute system design to better respond to the need for fair and equitable solutions. These systems increasingly rely on settlement funds tailored to claimants’ specific needs and have proven …

The Connection Between Fragmentation And Traffic Stops, John Bulat

Wayne State University Dissertations

Throughout the United States, there are hundreds of metropolitan areas. For myriad reasons, the number of local governments within each metropolitan area varies. Some scholars argue that having too many local governments leads to inefficiencies and inequities for the metropolitan area as a whole and for its central city in particular (e.g., Wood, 1958; Dreier et al., 2014). Others maintain the opposite. They contend that having more local governments leads to greater competition between municipalities for citizens and businesses. This, in turn, keeps service costs low, leads to lower taxes, and provides greater choice for citizens in terms of places …

Passing The Bipartisan Safer Communities Act: Gun Control After 30 Years, Kory Lohrmann

Wayne State University Dissertations

In June of 2022, the United States Congress passed the Bipartisan Safer Communities Act (BSCA) after nearly 30 years of inaction. This dissertation analyzes why after decades of status quo maintenance (lack of gun control action), Congress decided to act following the shooting at Robb Elementary in Uvalde Texas. This research uses hypotheses generated from Punctuated Equilibrium Theory (PET) to compare six different mass shootings to examine what set the Uvalde shooting apart from other similar shooting within the last 15 years. This study analyzes media coverage, public opinion shifts, political saliences, election cycles, and victim characteristics to break down …

Development Of An Integrated Unmanned Aerial System (Uas) Validation Center, Robert J. Connor, Jose Capa Salinas

JTRP Affiliated Reports

Unmanned Aerial Systems (UAS) have the potential to drastically change how civil infrastructure is inspected, monitored, and managed. This innovative technology can ensure the inspector’s safety, provide additional inspection information, and reduce costs. However, a challenge arose as this industry expanded: a lack of standardized guidelines or minimum performance requirements to perform these operations. With no standard tests to verify UAS’ ability to conduct inspections and unknown detection capabilities, agencies are left to rely upon consultants’ or vendors’ promotional material and claims when considering UAS deployment. The following pooled fund project proposes a series of performance-based assessments and procedural documentation …

The Post-Alert Lexicon: A Multiphased Study To Develop Content For Post-Alert Messages, Jeannette Sutton, Hugh D. Walpole, Micki Olson, Lauren B. Cain, Savanah Olivas, Bruce Pollock, Nicholas Waugh

Emergency Preparedness, Homeland Security, and Cybersecurity Faculty Scholarship

Using a multi-phased, mixed methods approach, grounded in theory on alerts and warnings, the Post-Alert Lexicon serves as a companion to the Warning Lexicon to provide evidence-based guidance on how to construct a post-alert message for 45 hazards and missing person events. We draw from the results of quantitative content analyses of a census of post-alert messages issued as Wireless Emergency Alerts from 2012-2022, and public message testing experiments for three hazard types (wildfire, earthquake, and bomb threat), to find that a focus on hazard resolution and public action, rather than the commonly employed language of “all clear,” increases message …