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A Novel Deterrence Strategy: Denial Through Space And Cyberspace, Nathan A. Heard Jan 2025

A Novel Deterrence Strategy: Denial Through Space And Cyberspace, Nathan A. Heard

Graduate Theses/Dissertations

The United States faces numerous security threats now and in the coming decades. Authoritarian and revisionist powers such as China and Russia, along with regional proxies, are destabilizing the international order. The ability of the United States to adequately address these present and future threats is constrained by conventional and nuclear forces in need of recapitalization, a rising national deficit, disagreements over the direction of U.S. foreign policy, and a defense industrial enterprise that has its roots in the Cold War. In a multi-peer threat environment, this situation erodes U.S. credibility and is an invitation for aggression. Coercion, coordinated multi-theater …


Indopacom Force Structure: A Trajectory Into The 2030s, Robert Burke Jan 2025

Indopacom Force Structure: A Trajectory Into The 2030s, Robert Burke

Graduate Theses/Dissertations

Over the past ten years Taiwan has become a major point of friction between the United States and People’s Republic of China with both militaries preparing for a potential conflict over the island. China vastly expanded its military forces and capabilities over the past thirty years and is intent on obtaining the ability to both seize Taiwan by force and prevent the United States from generating enough combat power to intervene and defend the island. The Pentagon began to restructure its conventional forces in the Western Pacific at the end of the 2010s, implementing new operational concepts designed to fight …


Integrated Valuation Of The Ecological, Social And Economic Benefits Provided By A Multifunctional Nature-Based Solution, Laura Costadone, Shan Zhang Jan 2025

Integrated Valuation Of The Ecological, Social And Economic Benefits Provided By A Multifunctional Nature-Based Solution, Laura Costadone, Shan Zhang

ODU Articles

Nature-based Solutions (NbS) offer multifunctional approaches to address climate change and environmental challenges, providing a sustainable alternative to traditional gray infrastructure. Despite their promise, widespread adoption remains limited, in part due to an incomplete understanding of their full costs and benefits relative to conventional infrastructure. Traditional benefit–cost analyses often overlook non-monetized benefits and the interconnected ecosystem services provided by NbS. This study introduces a methodological approach to quantify both the physical and monetary value of ecosystem services and co-benefits delivered by an NbS project. We applied an integrated valuation framework to a case study in Virginia Beach, VA, USA, where …


Social Determinants Of Health And Aging In Africa: Structural Inequality, Vulnerability, And The Future Of Care, Aremu Umor Lukman, Sunkanmi Folorunsho, Abdulrauf Olaitan Taofeeq Jan 2025

Social Determinants Of Health And Aging In Africa: Structural Inequality, Vulnerability, And The Future Of Care, Aremu Umor Lukman, Sunkanmi Folorunsho, Abdulrauf Olaitan Taofeeq

Department of Sociology: Faculty Publications

Population aging is accelerating across Africa yet remains underrepresented in research, policy, and public health planning. This review critically examines how social determinants shape aging experiences across the continent, focusing on health, care systems, and structural inequalities. While traditional African societies have historically valued older adults, modernization, migration, and economic hardship have eroded support systems, leaving many to face old age with limited resources. Older Africans, particularly women and rural residents, contend with lifelong disadvantages including low education, informal labor, poverty, and gendered caregiving roles that contribute to poor health and social vulnerability. Health systems remain poorly equipped to address …


Match Accuracy Of Burned Teeth: A Pilot Study Of Allied Dental Professionals, Brenda T. Bradshaw, Marsha A. Voelker, Samantha C. Vest, Sinjini Sikdar Jan 2025

Match Accuracy Of Burned Teeth: A Pilot Study Of Allied Dental Professionals, Brenda T. Bradshaw, Marsha A. Voelker, Samantha C. Vest, Sinjini Sikdar

Dental Hygiene Faculty Publications

Purpose: The purpose of this pilot study was to assess allied dental professionals' match accuracy of burned teeth; a skill required by disaster victim identification (DVI) team members.

Methods: This cross-sectional study used a convenience sample of registered dental hygienists (RDH) (n=15) and dental assistants (DA) (n=15) to assess their match accuracy of burned teeth with simulated antemortem (AM) and postmortem (PM) images. Fifteen human teeth were heated at 400°C for 15 minutes. Prior to and following heat alteration, each tooth was photographed and radiographed. Images were presented to participants in randomized order, and they were instructed to correctly match …


Effectiveness, Coherence, And Justice Implications Of Clean Energy Policies In The United States, Josephine Amponsem Jan 2025

Effectiveness, Coherence, And Justice Implications Of Clean Energy Policies In The United States, Josephine Amponsem

Dissertations, Master's Theses and Master's Reports

Public policies have been adopted and implemented at various government levels in the United States, aiming to facilitate the clean energy transition process. This dissertation examines three distinct but related dimensions of clean energy policies: policy effectiveness, policy coherence, and distributional policy impact. First, I evaluate the impact of the American Reinvestment and Recovery Act (ARRA) on clean energy adoption at the utility level using a quasi-experimental design: the Difference-in-Difference estimation. Secondly, I use the state of California as a case study to investigate the role of policy coherence in public policy success. Thirdly, I investigate whether communities with different …


Clinician Perspectives On Virtual Reality Use In Physical Therapy Practice In The United States, Danielle T. Felsberg, Jared T. Mcguirt, Scott E. Ross, Louisa D. Raisbeck, Charlend K. Howard, Christopher K. Rhea Jan 2025

Clinician Perspectives On Virtual Reality Use In Physical Therapy Practice In The United States, Danielle T. Felsberg, Jared T. Mcguirt, Scott E. Ross, Louisa D. Raisbeck, Charlend K. Howard, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

The primary goal of physical rehabilitation is to assess movement impairments and restore function to improve overall quality of life. Virtual reality (VR) may provide the optimal environment to promote these goals due to its motivating and modifiable nature which can be difficult to accomplish through traditional real-world therapeutic methods. Current research of VR for rehabilitation has demonstrated that VR interventions can produce clinically meaningful change in motor outcomes. Despite this, adoption and usage of VR by physical therapy professionals is unclear due to the limited research in this area. Thus, the purpose of this study was to identify the …


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 Jan 2025

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 …


Long-Term Traffic Prediction Using Deep Learning Long Short-Term Memory, Ange-Lionel Toba, Sameer Kulkarni, Wael Khallouli, Timothy Pennington Jan 2025

Long-Term Traffic Prediction Using Deep Learning Long Short-Term Memory, Ange-Lionel Toba, Sameer Kulkarni, Wael Khallouli, Timothy Pennington

School of Cybersecurity Faculty Publications

Traffic conditions are a key factor in our society, contributing to quality of life and the economy, as well as access to professional, educational, and health resources. This emphasizes the need for a reliable road network to facilitate traffic fluidity across the nation and improve mobility. Reaching these characteristics demands good traffic volume prediction methods, not only in the short term but also in the long term, which helps design transportation strategies and road planning. However, most of the research has focused on short-term prediction, applied mostly to short-trip distances, while effective long-term forecasting, which has become a challenging issue …


Security Enhancement In Uav Swarms: A Case Study Using Federated Learning And Shap Analysis, Sushmitha Halli Sudhakara, Lida Haghnegahdar Jan 2025

Security Enhancement In Uav Swarms: A Case Study Using Federated Learning And Shap Analysis, Sushmitha Halli Sudhakara, Lida Haghnegahdar

School of Cybersecurity Faculty Publications

As cyber-physical systems (CPSs) increasingly integrate physical and digital realms, securing critical infrastructure, such as the Port of Virginia, becomes paramount. Among CPSs, Unmanned Aerial Vehicles (UAVs) are vital for monitoring, communication, and supporting the command and control through remote reconnaissance and surveillance missions. These UAV applications often require coordination, planning, and runtime reconfiguration, traditionally managed by human decision-makers. However, this approach has limitations, as extensively documented in the literature. Artificial Intelligence (AI) has emerged as a pivotal tool to address these limitations, enhancing risk mitigation and informed decision-making. This research proposes a machine learning (ML) based security mechanism, leveraging …


An Integrated Machine Learning Approach For Identifying Emergency Rescue Messages On Social Media During Natural Disasters, Wael Khallouli, Jiang Li, Jingwei Huang, Ghaith Rabadi, Samuel Kovacic Jan 2025

An Integrated Machine Learning Approach For Identifying Emergency Rescue Messages On Social Media During Natural Disasters, Wael Khallouli, Jiang Li, Jingwei Huang, Ghaith Rabadi, Samuel Kovacic

School of Cybersecurity Faculty Publications

During large-scale disasters, emergency call centers are often overwhelmed by the large volume of rescue requests and calls for help. Consequently, people are turning to social media platforms to seek assistance. Rescue information posted on these platforms is extremely valuable for first responders to make informed rescue decisions. Therefore, the automatic identification of these requests from the vast amount of data posted on social media during crises is critical yet challenging. This work presents our ongoing research on applying deep learning techniques to extract actionable rescue information from social media during crises. We proposed a novel deep learning model that …


High-Resolution Modeling Of Extreme Heat Events With Socioeconomic Consideration: A Real-Case Wrf-Les Approach, Maryam Golbazi, Frank Liu, Yin-Hsuen Chen, Timothy W. Juliano, Heather Richter Jan 2025

High-Resolution Modeling Of Extreme Heat Events With Socioeconomic Consideration: A Real-Case Wrf-Les Approach, Maryam Golbazi, Frank Liu, Yin-Hsuen Chen, Timothy W. Juliano, Heather Richter

ODU Articles

The overarching goals of this work is to explore best practices for micro-scale modeling of a real case, identify relevant phenomena by using high-resolution modeling, and to explore their implications for public health, and climate resilience strategies in Hampton Roads, VA, USA. This project employs the Weather Research and Forecasting (WRF) model to conduct a comprehensive study of Hampton Roads, utilizing a coupled mesoscale to microscale modeling capable of resolving boundary layer turbulence. This study has three primary objectives: (1) to establish the optimal mesoscale to Large-Eddy Simulation (LES) configurations for complex geographical regions such as the Hampton Roads (HR) …


Debbie Alicen Reclaimed Her Voice And Started The Human Rights Campaign In Lincoln, Nebraska, Morgan Grey, Debbie Alicen, Moni Usasz Jan 2025

Debbie Alicen Reclaimed Her Voice And Started The Human Rights Campaign In Lincoln, Nebraska, Morgan Grey, Debbie Alicen, Moni Usasz

Department of English: Dissertations, Theses, and Student Research

A story about Debbie Alicen's efforts in the early 1980s to have an amendment added to Lincoln, Nebraska's Human Rights Ordinance that would prohibit discrimination on the basis of sexual preference.


Comparative Analysis Of Community Solar Energy Programs For Developing Sustainable Solar Initiatives In Lexington-Fayette County, Kentucky, Benjamin Kokkonen, Nelson Stone, Widodo Tri Saputro Jan 2025

Comparative Analysis Of Community Solar Energy Programs For Developing Sustainable Solar Initiatives In Lexington-Fayette County, Kentucky, Benjamin Kokkonen, Nelson Stone, Widodo Tri Saputro

MPA/MPP/MPFM Capstone Projects

The transition to renewable energy is a critical policy priority for Lexington-Fayette County, Kentucky, as the city aims to achieve net-zero greenhouse gas emissions by 2050. However, expanding solar energy presents a complex challenge: increasing renewable energy capacity while preserving the county’s prime agricultural land. This capstone examines how community solar programs in Virginia, Maryland, and New Jersey can inform the development of a sustainable and equitable solar initiative in Lexington.

Using a comparative program analysis of three state-level community solar models, the research evaluates policies on site selection, financial incentives, equity measures, regulatory enforcement, and program implementation. Findings indicate …


From Campus To Career: Enhancing Career Support Services For Graduate International Students At The University Of Kentucky, Aku Fiagbeto, Ratwah Alhazmi Jan 2025

From Campus To Career: Enhancing Career Support Services For Graduate International Students At The University Of Kentucky, Aku Fiagbeto, Ratwah Alhazmi

MPA/MPP/MPFM Capstone Projects

During the 2023–2024 academic year, the University of Kentucky enrolled a total of 1,285 international students, with 784 (61%) being graduate students. International students play a crucial role in enriching the university’s cultural and academic landscape. While UK has achieved record enrollment and improved student success rates, including a 66% graduation rate that places it among the top 100 public institutions in the U.S., it is important to consider whether these trends apply to international students as well. Retention and graduation rates for this demographic may differ from those of domestic students, highlighting potential challenges such as visa restrictions, financial …


Integrating Deconstruction And Historic Preservation: A Best Practices Policy Comparison, Kelsey M. Baldwin Jan 2025

Integrating Deconstruction And Historic Preservation: A Best Practices Policy Comparison, Kelsey M. Baldwin

MPA/MPP/MPFM Capstone Projects

Carl Elefante, the former president of the American Institute of Architects, famously said, “The greenest building is…one that is already built” (Elefante, 2012). Elefante articulated the environmental benefits of reuse and the significant energy costs associated with demolition and new construction. In 2022, the commercial and residential building sectors produced 31% of the United States’ greenhouse gas (GHG) emissions (EPA, 2025). A large percentage of this is tied to the production of building materials.


Analysis Of State And Local Requirements For Special Taxing District Fiduciary Managers And How Kentucky Could Improve, Zach Waller Jan 2025

Analysis Of State And Local Requirements For Special Taxing District Fiduciary Managers And How Kentucky Could Improve, Zach Waller

MPA/MPP/MPFM Capstone Projects

This paper examines the oversight and training requirements for fiduciary managers within Special Purpose Government Entities (SPGEs), comparing practices in Kentucky with those in a select group of peer states. The analysis highlights notable deficiencies in fiduciary training, enforcement, and accountability standards in Kentucky, which lead to ongoing issues of financial mismanagement. A review of exemplary practices from other states highlights the importance of mandatory training, robust oversight frameworks, and effective enforcement measures in enhancing fiduciary outcomes. Recommended actions involve implementing mandatory fiduciary training programs, strengthening enforcement authority, and improving transparency mechanisms.

To evaluate Kentucky’s oversight of SPGEs compared to …


Managing Kentucky's Coal Severance Tax Decline: Lessons From Other States, Ryan Reed Jan 2025

Managing Kentucky's Coal Severance Tax Decline: Lessons From Other States, Ryan Reed

MPA/MPP/MPFM Capstone Projects

Governments levy severance taxes on the extraction of natural resources such as coal, oil, and natural gas. This can be a substantial source of revenue for these entities, but overreliance on this has led to what is now known through extensive research as the so-called ‘resource curse’. This has been observed to create political instability, corruption, and repression within resource-rich areas. Additionally, it cripples the ability of the area to pursue future non-resource related economic development after the resource is depleted. A Sovereign Wealth Fund has been touted as one such solution to bridge this gap as an intergenerational wealth …


Beyond The Gas Tax: Evaluating Oregon’S Road Usage Charge (Orego) As A Model For Sustainable Infrastructure Funding, Gilles David Kwekam Jan 2025

Beyond The Gas Tax: Evaluating Oregon’S Road Usage Charge (Orego) As A Model For Sustainable Infrastructure Funding, Gilles David Kwekam

MPA/MPP/MPFM Capstone Projects

Fuel tax revenues are declining nationwide due to electric vehicle adoption, improved fuel efficiency, and long periods without rate adjustments. This erosion has created long-term instability in transportation funding, including in Oregon, where revenue no longer aligns with road use. Road usage charges (RUCs) offer a potential replacement by charging drivers per mile traveled rather than per gallon consumed. However, their success depends less on technology and more on how programs are designed and governed.

This capstone examines which design features make RUC programs effective, using Oregon’s OReGO program as the central case. A Qualitative Comparative Analysis (QCA) comparing Oregon, …


Targeted Federal Advocacy For Financial Stability: Recommendations For United Way Of The Bluegrass, Jefferson Abney, Lou Hurst Jan 2025

Targeted Federal Advocacy For Financial Stability: Recommendations For United Way Of The Bluegrass, Jefferson Abney, Lou Hurst

MPA/MPP/MPFM Capstone Projects

Advocacy refers to activities undertaken with the intent of influencing policy change. For nonprofit organizations, advocacy can be a critical aspect of furthering their mission. Successful advocacy requires a comprehensive, dynamic understanding of the needs and priorities of stakeholders, as well as an understanding of the political context in which the organization operates and the challenges and opportunities that context poses for its institutional goals. A policy agenda helps nonprofit organizations identify and communicate the most pertinent policy needs for consideration when making decisions around advocacy.

For this project, in response to a request from United Way of The Bluegrass …


Mortgage Lending Discrimination: Racial Differences In A Post-Covid Society, Zachary Owen Jan 2025

Mortgage Lending Discrimination: Racial Differences In A Post-Covid Society, Zachary Owen

MPA/MPP/MPFM Capstone Projects

Researchers have studied the disparities of the mortgage lending process extensively, but their research fails to examine the process following the COVID-19 pandemic. Throughout the aftermath of the pandemic, home sale prices increased, interest rates rose, and rental costs skyrocketed. As such, the housing landscape changed drastically, and research must be conducted to assess new trends and relationships. In this report, I will estimate the relationship between applicant characteristics, such as race, debt-to-income ratio, and income and the outcome of their mortgage loan application and their expected credit score. Prior to COVID-19, Black and White applicants for mortgage loans were …


Public University Gift Management Policies: Building A Best Practice Guide, Cristin Costello Jan 2025

Public University Gift Management Policies: Building A Best Practice Guide, Cristin Costello

MPA/MPP/MPFM Capstone Projects

Currently, no consistent standards exist for how institutions of higher education should manage their non-endowed gift revenue. Good stewardship of gift funds is vital to ensuring the maintenance of donor relationships to create unions that bring further financial opportunities to universities for years to come. Public institutions, as recipients of government dollars, are especially vulnerable to the negative repercussions that could come with the scandal of misappropriated gift dollars. Overall cash donations to higher education have significantly increased in the past few decades as state appropriations fall short and the need to keep tuition rates stable increases. It is more …


Reforming Need: How Certificate Of Need Laws In North Carolina Can Be Reformed To Promote Rural To Regional Health Network Integration, Taylor Fulk Jan 2025

Reforming Need: How Certificate Of Need Laws In North Carolina Can Be Reformed To Promote Rural To Regional Health Network Integration, Taylor Fulk

MPA/MPP/MPFM Capstone Projects

Across North Carolina, many rural hospitals are facing closures, staffing shortages, and financial turmoil. Many hospitals, such as Morehead Hospital in Eden, NC (now UNC Rockingham), have utilized mergers with larger regional networks (e.g., UNC Health, Duke, Novant, Atrium) to stabilize operations and preserve local access to care. (deBruyn, 2017). However, even after successful integration efforts to bring some rural hospitals into larger regional networks, Certificate of Need laws in North Carolina are preventing these smaller, rural integrated hospitals from expanding their service offerings, thereby driving up healthcare expenditures for residents. As a result, patients experience longer-than-normal travel times and …


Boys & Girls Clubs Of Greater Cincinnati Strategic Plan, Emily Yellman Jan 2025

Boys & Girls Clubs Of Greater Cincinnati Strategic Plan, Emily Yellman

MPA/MPP/MPFM Capstone Projects

After-school organizations nationwide, such as Boys & Girls Clubs, provide youth with out-of-school opportunities for academic and social-emotional learning. Strategic plans can help after-school organizations maximize their impact. This paper outlines a strategic plan for Boys & Girls Clubs of Greater Cincinnati, specifically to increase the number of members they serve on an average daily basis. The plan addresses both Club member recruitment and retention techniques, and includes specific action items, communication, and monitoring plans.


Housing On The Ballot: A Comparative Analysis Of Measure United To House La And Bring Chicago Home, Gwen Tucker Jan 2025

Housing On The Ballot: A Comparative Analysis Of Measure United To House La And Bring Chicago Home, Gwen Tucker

Scripps Senior Theses

In 2022 and 2024 respectively, activists in the cities of Los Angeles and Chicago put forward ballot measures to address their city’s housing crisis by implementing a progressive real estate transfer tax to fund affordable housing and homelessness services. While Measure United to House LA overwhelmingly passed, Bring Chicago Home later failed. To understand why two seemingly similar ballot measures in two large, progressive cities resulted in such different outcomes, I employ a three-pronged framework, rooted in the literature of social movement studies, which examines each city’s historical context around housing and homelessness, policy design and framing opportunities, and process …


Examining The Adjustment, Acculturation, And Well-Being Of International Arab Students In The United States: Implications For Policy And Practice, Hassan A A Kh A A Arab Jan 2025

Examining The Adjustment, Acculturation, And Well-Being Of International Arab Students In The United States: Implications For Policy And Practice, Hassan A A Kh A A Arab

Wayne State University Dissertations

This paper explored Arab international students studying in the United States to see whether they face acculturation stress, adjustment, or well-being issues. I found that my sample (N=95) experienced moderately high well-being distress and acculturative stress. However, the sample showed resilience and positive adjustment in all aspects, psychological (M=34.7), social (M=38.5), and academic (M=37.4). Moreover, well-being score from a modified GHQ survey came with high SD, indicating some students were dealing with serious mental issues, while others were doing well (M=42.92, SD=5.52). The majority of my participants were males (74.7%), single (75.8%), and graduate students (50.5%). Chi-square analysis found a …


From Equitable Access To Equitable Usage: Moving Towards Data-Driven, Evidence-Based Cycling Assets Management, Kewei Ren, Yunping Liang, Chun-Hsing Ho Jan 2025

From Equitable Access To Equitable Usage: Moving Towards Data-Driven, Evidence-Based Cycling Assets Management, Kewei Ren, Yunping Liang, Chun-Hsing Ho

Durham School of Architectural Engineering and Construction: Faculty Publications

Cycling is increasingly recognized for its wide range economic, environmental, and health benefits as a mobility option. However, disparities in the provision and the quality of bicycle infrastructure persists. Ensuring fair access and usage of these benefits for all presents a significant challenge. As a result, establishing effective methodologies to evaluate cycling equity is critically important. This paper synthesizes research on infrastructure asset management with a focus on equity considerations in bicycle infrastructure. A systematic review of 19 North American studies critically examines how existing research categorizes vulnerable populations and assesses fairness. The results reveal that most existing analyses focus …


The Stories We Told Ourselves: The American War On Terror Zine, Abbas Tabish, Iqra Shagufta Cheema Jan 2025

The Stories We Told Ourselves: The American War On Terror Zine, Abbas Tabish, Iqra Shagufta Cheema

The Lender Center for Social Justice

An eight-panel zine about the American War on Terror


Aviation Guilt: The Role Of Human Factors In Airline Incidents, Alexander Silva Jan 2025

Aviation Guilt: The Role Of Human Factors In Airline Incidents, Alexander Silva

Williams Honors College, Honors Research Projects

Human factors play a central role in aviation safety, influencing entire processes in an aviation environment. This paper reviews human factors in aviation as a whole to create a picture of what causes many aviation accidents. Models such as the SHEL model, Swiss Cheese Model, and Wickens MRT will be introduced to illuminate both the ways in which a flight deck should operate and why certain decisions are made in critical situations. Some of the deadliest aviation accidents have resulted from human error, such as the Tenerife airport disaster and AF447. These disasters were seminal in the development and execution …


Analyzing Car Theft Trends In Central Texas: A Comparative Study Of Waco, College Station, And Killeen, Daniel Njogu Jan 2025

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 …