Digital Commons Network^™

Appraising The Uniform: Stress, Predisposition, And Trust In Police Among Latin American And U.S. Latino Populations, Maren J. Mainx

Graduate Studies Theses and Dissertations 2026

Public trust in police is central to regime legitimacy, yet reforms intended to build trust produce inconsistent results, and communities facing comparable conditions can respond differently to similar policing. This dissertation accounts for that variation by examining how stress shapes citizens’ responses to police visual cues. It proposes a framework in which citizens interpret these cues through their general trust in police—trust that weighs more heavily under stress. This framework is examined through a multi-method design spanning the Americas. Study 1 merges AmericasBarometer data with the Global Police Militarization Dataset across nineteen countries (2010–2023) to examine how stress and national …

Puff, Puff, Pass? Examining Cannabis Use Among Black American Adults, Christopher B. Walker

Graduate Studies Theses and Dissertations 2026

In the United States, cannabis has become one of the most widely used controlled substances due to its increase in social acceptance, the growing number of states legalizing it for medical and non-medical purposes, and the expansion of consumption methods.  However, little is known about the modes of cannabis use chosen by Black American adults.  This population is of importance due to existing research suggesting their increased risk of developing cannabis use disorder compared to their White counterparts and their underrepresentation in existing literature.  The goal of this study is to examine cannabis use among Black adults in the U.S., …

How Did Covid-19 Affect Volunteer And Donor Management For Human Services Agencies? What Are The Lessons For Future Response?, Nina Yon

Graduate Studies Theses and Dissertations 2026

The COVID-19 pandemic created unprecedented challenges for human services agencies, disrupting the interdependent systems of volunteer engagement and donor support essential to nonprofit sustainability. This study integrates insights from literature, theory, and empirical analysis to examine how nonprofit organizations adapted their volunteer and donor management strategies during this prolonged crisis. Drawing on Contingency Theory and Resource Dependence Theory (RDT), the research explores how organizational structures and strategies evolved in response to shifting environmental conditions, health mandates, and resource constraints. Using a multiple-case qualitative design, data was collected from semi-structured interviews with 20 leaders representing five Central Florida human services agencies, …

Are Iowa Pk-12 Schools Prepared For A School Shooting? A Needs Assessment Of Iowa Superintendents, Kurt Mj Devore

Dissertations and Theses @ UNI

As school shootings remain a persistent threat to PK-12 education, this quantitative survey study examines the preparedness levels and beliefs of 75 out of 277 Iowa superintendents regarding active shooter events. In the wake of the 2024 tragedy in Perry, Iowa, results indicate a near-universal recognition of risk (97.3%), prompting a shift toward "muscle memory" training and the adoption of the Standard Response Protocol (SRP) to ensure a common language during a crisis. The data reveals a significant move away from high-intensity simulations in favor of trauma-informed tabletop exercises, alongside a definitive rejection of arming educators (0%) due to insurance …

Benchmarking And Advancing Heterogeneous Data Reasoning With Large Language Models, Yebowen Hu

Graduate Studies Theses and Dissertations 2026

Large language models (LLMs) increasingly face complex real-world tasks requiring complex reasoning over heterogeneous inputs, including text, numbers, and structured data. This dissertation first investigates the capability boundaries of LLMs under such scenarios. Through the MeetingBank and SportsMetrics benchmarks, we show that while LLMs exhibit linguistic fluency, they struggle with factual accuracy, information density, and quantitative cross-referencing in meeting summarization and sports analysis. Using DecipherPref, a pair-wise evaluation framework grounded in the Bradley-Terry-Luce model, we further probe LLMs' inherent preferences for information-rich and lengthy inputs, and we identify critical deficiencies in financial decision-making through DeFine, where models lack precise insight …

Lindenwood University Employment Policies, 2026-2027, Lindenwood University

Employee Handbooks

In 2021-2022, Lindenwood University made the Employee Guidebook, online only. This is a compilation of the documents from all of the links in the 2026-2027 Employee Policies site.

Let’S Talk About The Biological Reality Of Sex, Baby, John Parsi

FIU Law Review

Sex is at the very core of individual identity. It affects the conception of the self and the way others view the individual. Every day, one’s sex may open and close doors, access to communities, and opportunities. Laws that define sex may affirm scientific knowledge and protect people, or threaten to unravel the facts and the reality of sex. A deep unmooring of sex is underway, and this Article aims to halt it. On day one of the current presidential term, January 20, 2025, President Trump signed an Executive Order on “Defending Women from Gender Ideology Extremism and Restoring Biological …

Regulating Crisis Pregnancy Centers After Nifla And Dobbs: Controversies Over When Government Is Imposing An Orthodoxy About Abortion, Linda C. Mcclain

Faculty Scholarship

How does this broader sense of Barnette’s proscription of government from imposing “what shall be orthodox” implicate governmental restrictions on reproductive autonomy? Battles over reproductive freedom centrally implicate objections that government is unconstitutionally imposing a gender orthodoxy. Arguments for a right of personal autonomy embodying an antitotalitarian principle of liberty are arguments for a right to resist governmental imposition of an orthodoxy— for example, an idea about the natural or traditional role of women as mothers together with a view about how best to respect the sanctity of life. Rights to reproductive autonomy, grounded in personal autonomy and equality, …

From Sparks To Insights: An Aggregate Analysis On Arson And Explosive Data Reporting Published By The Atf (2014-2024), Zahra A. Khan

Electronic Theses & Dissertations (2024 - present)

This thesis provides an aggregate assessment of arson and explosives incidents reported by the Bureau of Alcohol, Firearms, and Tobacco, from 2014 to 2024. This thesis is written to highlight trends, investigative outcomes, and evolving patterns of criminal activity. Analysis of the data reveals notable shifts in incident frequencies, data distributions, and case resolution rates. This suggests both emerging technologies and changing operational dynamics that have affected long-term trends in arson and explosive incidents. Variations in incident types and investigative outcomes underscore the interplay between law enforcement priorities, resource allocation, and reporting practices over the ten-year period. The study also …

Race And Racism In Canada’S Immigration Detention System, Efrat Arbel, Prasanna Balasundaram, Hanna Gros, Nana Yanful

All Faculty Publications

Race and Racism in Canada's Immigration Detention System is the first comprehensive, independent study to examine race and racism in Canada's immigration detention system. Grounded in rigorous legal analysis and qualitative research, the study draws on interviews with 50 participants, including people with lived experience of immigration detention, as well as lawyers, paralegals, and service providers who work in immigration detention. The research was guided by an advisory board of people with lived-experience in immigration detention and co-led by a collaborative research team.

Light And Fire: Kerosene And The Rise And Fall Of Standard Oil, 1859-1911, Minseok Jang

Electronic Theses & Dissertations (2024 - present)

This dissertation revisits the rise and fall of Standard Oil between 1859 and 1911 through the lens of petroleum’s materiality and the fire hazards it posed. Moving beyond traditional narratives that focus on the company’s corporate strategy, this study argues that the volatility of petroleum and the global consumer experience of its environmental risks were central to shaping the company’s trajectory. The research highlights how Standard Oil struggled to control the flammable nature of kerosene—the primary petroleum product used for illumination at the time—before aligning with Great Britain’s advanced inspection technologies and regulatory frameworks. This transimperial cooperation enabled Standard Oil …

Perceived Autonomy To Exercise Rights: Race And Ethnicity And Citizenship In Consent Searches, Srishti Katuri

Electronic Theses & Dissertations (2024 - present)

Consent searches—police searches conducted with an individual’s permission—constitute the majority of warrantless searches in the United States. Although these encounters are legally described as voluntary, scholars have long questioned whether civilians truly feel free to refuse an officer’s request to conduct a search. The present study examined how race and ethnicity and citizenship status influence civilians’ consent decisions and perceived freedom to deny consent in a hypothetical police encounter. A community sample of 191 adults from New York State read a vignette in which a police officer requested to search their backpack. Then, participants reported their ideal and anticipated consent …

Punishment, Fast And Slow: Five Experiments On Behavioral Economics In The Mass Incarceration Context, Nathaniel M. Schutten

Electronic Theses & Dissertations (2024 - present)

As many jurisdictions across the United States seek to reduce their prison populations, a pressing question is whether the public will support the reforms necessary to do so. Public openness to reform likely varies across policy areas, with the path of least public resistance occurring where attitudes are the most malleable and loosely held. A major challenge, however, is that traditional methods for measuring public opinion are poorly suited to identifying which policy areas are characterized by such weakly held views.

This dissertation develops a novel behavioral economics framework for identifying these areas. I theorize that when public opinion is …

Industry To Classroom: The Role Of Academic Program Consultants In Building Self-Efficacy Among Occupation-Based Career And Technical Education Teachers, Erica L. Settelen

Theses and Dissertations--Educational Leadership Studies

Occupation-based career and technical education (CTE) teachers bring industry expertise to secondary classrooms but often begin teaching without traditional pedagogical preparation or familiarity with public school systems. In Kentucky’s New Teacher Institute (NTI), academic program consultants (APCs) provide program-area support to strengthen induction. Using the framework of self-efficacy and guided by Ivankova’s mixed methods action research (MMAR) framework, this study examined how occupation-based CTE teachers perceived APC engagement during induction and how APC-created asynchronous supports were experienced.

In the Reconnaissance Phase, a sequential Quantitative → Qualitative design included an initial survey followed by interviews. Survey results indicated midrange familiarity with …

The Ideological Work Of Penal Reform: How Reformers Justify Penal-Welfare Hybridization, John Halushka, Brandon Miller

Faculty Research, Scholarly, and Creative Activity

This article uses the Santa Clara County Reentry Resource Center (RRC) as a case study to explore the cultural content of penal reform. Specifically, we explore the discourses that officials use to publicly justify projects of penal-welfare hybridization, or the linking of state systems of punishment and welfare to manage criminalized populations. Our qualitative analysis draws on a dataset consisting of county planning documents, budgets, videos, press releases, and newsletters published online between 2011 and 2023. By examining these materials over time, we are able to chart patterns of consistency and variation in how officials justify hybridization. We find that …

Numerics: A .Net Library For Numerical Computing, Statistical Analysis, And Risk Assessment, C. Haden Smith, Woodrow L. Fields, Julian Gonzalez, Sadie Niblett, Brennan Beam, Brian Skahill

Mathematics and Statistics Faculty Publications and Presentations

Numerics is a free and open-source numerical computing library for .NET, developed by the U.S. Army Corps of Engineers Risk Management Center (USACE-RMC). The library provides 43 univariate probability distributions with L-moment and maximum likelihood parameter estimation, eight Markov Chain Monte Carlo (MCMC) samplers for Bayesian inference, bootstrap uncertainty quantification, bivariate copulas, optimization algorithms, and numerical methods for integration, differentiation, root finding, and linear algebra. Numerics targets engineers, scientists, and analysts working in infrastructure risk assessment, flood frequency analysis, and Monte Carlo simulation within .NET-based enterprise systems. The library supports .NET 8.0 through 10.0 and .NET Framework 4.8.1 and is …

Association Of Alcohol Use With Helmet Use In Cyclists: Analysis Of The National Trauma Data Bank, Daniel C Brock, Gaibo Yan, Chad T Wilson, Emanuel Narcis Husu

Faculty, Staff and Students Publications

Background: Helmet use significantly reduces the risk of traumatic brain injury among cyclists; however, the influence of alcohol use on helmet-wearing adherence remains understudied in large national data sets. The goal of this study was to investigate the relationship between alcohol use and helmet use in injured cyclists.

Methods: This study is a retrospective cross-sectional analysis of 155 766 cyclists with traumatic injuries from the National Trauma Data Bank spanning 8 years (2017-2023). Cyclists were categorized by blood alcohol concentration (BAC) as follows: not screened, sober (BAC < 0.02), impaired (BAC 0.02-0.08), intoxicated (BAC ≥0.08), and multidrug intoxicated (BAC ≥0.08 plus ≥1 positive drug screen). The primary outcome was helmet usage. Secondary outcomes included mortality, hospital and intensive care unit length of stay, Injury Severity Score, and adverse events. Comorbid substance use disorders were considered as covariates.

Results: Alcohol use was associated with a dose-response decrease in helmet use. Helmet …

Prevention Beyond Deterrence, Benjamin A. Barsky

Faculty Scholarship

This Article reconceptualizes preventive justice—the public safety paradigm that seeks to prevent harm before it occurs. Scholars have long documented how cities have advanced this paradigm through largely punitive measures, notably variants of broken windows policing, which posit that aggressive misdemeanor enforcement deters more serious crime. Yet in the aftermath of the 2020 George Floyd protests, and as underscored recently in City of Grants Pass v. Johnson, these measures have faced a legitimacy crisis—prompting calls for nonpunitive responses to nonviolent incidents.

This Article establishes a preventive justice approach that advances health and safety without emphasizing crime deterrence. It draws on …

Justifying The Fourth Amendment, Daniel Epps

Vanderbilt Law Review

Why does the Fourth Amendment belong in the Constitution? This question is not whether society should impose some legal restraints on government searches and seizures. Rather, why should such protections reside in our national charter, superior to other forms of law and insulated from change via ordinary majoritarian political processes? Despite major disputes about the Fourth Amendment's content, Fourth Amendment theorists rarely ask this question. Almost all agree that the Fourth Amendment's constitutional protections are critically important-even if no one can agree exactly what those protections are.
This Article seeks a justification for the Fourth Amendment-the reason why search-and-seizure protections …

Neoliberalism And The Crimes Of The Powerful: Transforming The State During The First Trump Era (2017-2021), Charles Brandon Lonon

Cal Poly Humboldt theses and projects

This thesis examines the way the American capitalist state transformed during Donald Trump’s first presidential term (2017-2021), especially focusing on neoliberal policy and the framework of the crimes of the powerful. This thesis aims to answer the question of how neoliberalism transformed the state under Donald Trump. Drawing on Nicos Poulantzas’ theory of authoritarian statism and Frank Pearce’s conception of crimes of the powerful, this thesis examines how the state becomes more authoritarian to protect capital accumulation and the capitalist class. The research shows that Trump weaponized authoritarian populist rhetoric that targeted women, immigrants, and vulnerable populations to build support …

Assessing The Ecological Drivers Of Wildfire Hazard Mitigation Of Fuels In The California Home Ignition Zone, Christopher David Benterou

Master's Theses

Consecutive years of devastating home losses to wildfire indicate the need for home fuel reduction and construction improvements. Existing research correlates house survival with modifications to the home ignition zone (HIZ) and is required in high fire hazard areas of California (CA). Mitigations, designed to disrupt continuous fuel patterns, (e.g., separating surface and canopy fuels), can also introduce ecological changes that can alter overall code compliance. Previous compliance studies used respondent and agency-generated data, which may lack accuracy. Assessing additional house and ecological features (e.g., canopy cover and construction) would improve prediction of compliance, but these relationships are poorly studied. …

Career And Technical Education Readiness Trends Across Kentucky High Schools And Workforce Regions: A Longitudinal Analysis, Brittany Forgey

Murray State Theses and Dissertations

Career and Technical Education (CTE) has become an increasingly important component of Kentucky’s educational accountability system and workforce development initiatives. Despite expanded emphasis on career readiness and technical skill attainment, limited research has examined long-term trends in CTE readiness across Kentucky public high schools. The purpose of this quantitative, non-experimental, longitudinal study was to examine trends in CTE readiness indicators from 2011 through 2025. Human Capital Theory and Social Capital Theory provided the conceptual framework. Publicly available data from the Kentucky Department of Education School Report Card, KYStats, Supplemental Career and Technical Education reports, and other Kentucky Department of Education …

Review: Archivist Actions, Abolitionist Futures: Reimagining Archival Practice Against Incarceration, Lauren Goodley

Provenance, Journal of the Society of Georgia Archivists

Review: Archivist Actions, Abolitionist Futures: Reimagining Archival Practice Against Incarceration, CLIR Pocket Burgundy series. Edited by Alison Clemens and Jessica Farrell. (Alexandria: Council on Library and Information Resources, 2025), 47 pages. Reviewed by Lauren Goodley.

Legislative Update 2025, Indiana Continuing Legal Education Forum (Iclef)

Indiana Continuing Legal Education Forum 2025

Meeting proceedings of a seminar by the same name, held July 1, 2025.

The Ethics Triangle, Indiana Continuing Legal Education Forum (Iclef)

Indiana Continuing Legal Education Forum 2025

Meeting proceedings of a seminar by the same name, held December 4, 2025.

Mission_ Possible Mastering Governance, Tax, Fundraising & Liability For Nonprofits, Indiana Continuing Legal Education Forum (Iclef)

Indiana Continuing Legal Education Forum 2025

Meeting proceedings of a seminar by the same name, held July 24-25, 2025.

Survivor's Guide To Everyday Estate Planning, Indiana Continuing Legal Education Forum (Iclef)

Indiana Continuing Legal Education Forum 2025

Meeting proceedings of a seminar by the same name, held Nov. 21, 2025.

Pet Shops And Preemption, Genevieve Schaaf

Georgia Law Review

In December 2019, the Georgia Office of the Attorney General released an Opinion stating that the City of Canton Code of Ordinances, Chapter 18, Article XIV restricting the sale of pets by retail pet shops was in direct conflict with the Georgia Animal Protection Act and therefore preempted under the Georgia Constitution’s Uniformity Clause.

This Note seeks reconsideration of the Attorney General’s Opinion and argues that despite the Attorney General’s Opinion, local ordinances restricting the kinds of animals available at pet shops should remain a legally viable way for local governments to reduce the retail sale of cats and dogs.

Deep Learning Approaches For License Plate Detection In Saudi Arabia, Reemah M. Alhebshi, Abeer Almakky, Lujain Waleed Aljahdali, Raghad Bakr Hawsawi

Journal of King Abdulaziz University: Computing and Information Technology Sciences

The most important and challenging tasks in an intelligent traffic monitoring system are vehicle detection and classification. Conventional approaches are significantly computationally intensive and create limitations when the data-collecting modality alters. This study evaluates the effectiveness of deep learning models in extracting and classifying key vehicle attributes, such as license plates, models, and colors, through four AI-driven components for vehicle analysis. The YOLOv8m model was used for detecting the vehicle license plate and character recognition, achieving accuracy ranging from 95.10% to 99.24%. For vehicle model recognition, the Xception model also showed high performance with a precision of 96.79%. The EfficientNetB3 …

Cybercrime Regulations In The National Criminal Code, Josua Sitompul

Indonesia Law Review

In early 2023, Indonesia promulgated the National Criminal Code, which will be effectively enforceable in 2026. The promulgation is considered a historical milestone in the development of Indonesia’s criminal law that has strategic consequences for the criminal justice system in Indonesia. This new code repeals criminal provisions from 29 different acts, including the Electronic Information and Transactions Act (EIT Act). Policymakers inserted and developed new concepts into the new code, one of which is the concept of cybercrime. Employing a doctrinal legal research method, this article analyses the approaches used in the new code to regulate cybercrime. The results showed …