Digital Commons Network^™

Identifying Socio-Economic Areas Of Concern Towards Inclusion In Gis Hazard Management In Detroit, Michigan., Ernestina Osei

Master's Theses or Doctor of Nursing Practice

This study examined the spatial distribution of socio-economic vulnerability and accessibility to essential services in Detroit, Michigan, using a Geographic Information Systems (GIS)-based approach. The research aimed to identify areas of greatest concern by integrating socio-economic indicators, including poverty, housing vacancy, income, unemployment, and crime, with spatial measures of access to critical infrastructure such as hospitals, fire stations, police stations, and grocery stores. Both feature-based and raster-based analyses were employed, including buffer and overlay analysis, service area evaluation, Euclidean distance modeling, and multi-criteria suitability analysis.

A mixed-methods framework was adopted to combine quantitative spatial analysis with contextual understanding of urban …

Race, Sexual Danger, And The Moral Logic Of Punishment In The Registry Era, Edith Meade

Graduate Student Theses, Dissertations, & Professional Papers

Sex offender registries represent one of the most expansive and punitive criminal justice interventions in modern American history, yet public support for these policies remainsunderi nvestigated. Scholarly debate has questioned whether punitive attitudes toward sexual offenders reflect principled moral judgments, racial threat perceptions, or both. This study addresses that question by examining how offender race, offender age, offense severity, victim age, and offender-victim relationship shape public attitudes toward sexual offenders in the contemporary registry era. Drawing on theories of racialized sexual threat, group position, and retributive impulses, the study uses a nationally representative conjoint survey experiment administered through YouGov (N …

Bail Reform, Large Language Model Risk And Reasoning, William Wyatt

CGU Theses & Dissertations

This dissertation contains three studies. Each asks how rules or language change the choices people and machines make when outcomes are uncertain. The first study, written with Kiran John, evaluates California’s 2020 cashless bail reform. We use propensity score matching on arrestee records from the windows before and after implementation, and we test whether the shift away from cash bail produced any effect on subsequent offending. It did not. Matched comparisons yield small, statistically insignificant differences across every window we examined. That null result cuts against both sides of the public argument. The reform did not drive a spike in …

Formal Vs. Informal Disclosure Of Campus Sexual Assault: Social Reactions, Institutional Responses, And Associated Posttraumatic Stress, Karyna Fowler

Honors Theses

With research demonstrating increasing rates of sexual victimization on college campuses (Koss et al., 1987; Koss et al., 2022), sexual assault disclosure has become a critical construct with implications for victim-survivors’ posttraumatic stress (PTS) and healing. In the present mixed-methods study, college students (N = 558) at Bucknell University completed a survey assessing sexual victimization, disclosure, peer responses, institutional betrayal and support, and PTS; a subset (n = 9) participated in qualitative interviews examining social reactions, barriers to disclosure, and present functioning. Consistent with hypotheses, women reported significantly higher rates of sexual victimization than men; disclosure was relatively infrequent (26.5%) …

Legislative Debate-Attributed Suicidality Among Lgbtq+ Adults: The Buffering Effect Of Community Belongingness, Keith J. Watts, Shawndaya S. Thrasher, Laneshia R. Conner, Nicole Campbell, Louis G. Baser, Dekeitra Griffin, Sydney P. Howard, Missy Spears, Justin X. Moore

Counseling & Human Services Faculty Publications

Background: In recent years, the sociopolitical landscape in the United States has shifted due to an increase in state-level legislation regarding LGBTQ+ rights, a trend that has been particularly pronounced in the Commonwealth of Kentucky. While the mental health impacts of enacted laws are increasingly documented, a critical gap remains in understanding the psychological toll of the legislative debates themselves—the prolonged periods of public discourse surrounding the restriction of rights. Methods: Utilizing data from the 2025 Queer Kentucky Survey (N = 817), this exploratory study examined the association between LGBTQ+ community belongingness and acute suicidality attributed specifically to anti-LGBTQ+ legislative …

Crimes Of The Powerful And The Looting Of Contemporary Nigeria: An Integrated Theoretical Perspective, Charles Ubah

African Journal of Criminology and Justice Studies

Crime of the powerful is a humongous social problem with the potential to ravage development and threaten the corporate existence of nation states. The case of contemporary Nigeria is the focal point of analysis in this paper. The objective of the paper, therefore, is to investigate the menace in Nigeria from an integrated theoretical perspective. The methodology was exploratory survey and review of literature which were content analyzed. The theoretical framework is a kind of Modified Multiple Reinforcing Social Forces Theory. Findings indicate that, beside its high prevalence rate, elite criminality in the various forms of corruption, property and environmental …

Understanding The Flow: Deconstructing The Link Between Immigrants And Fentanyl, Madeline F. Nesbitt

CMC Senior Theses

This thesis explains how a false link between undocumented immigration and fentanyl becomes widely accepted in the United States. Empirical data show that most fentanyl enters through legal ports of entry and that U.S. citizens account for the majority of those caught transporting it. Why, then, do 41% of Americans attribute overdose deaths to migrants trafficking fentanyl? This project examines how this myth is built, repeated, and sustained, and what policy consequences follow from it.

When complex social problems lack clear culprits, political actors often manufacture them through scapegoating. Current literature documents how political actors link immigrants to drug crimes, …

Rethinking Reentry In The United States: A Comparative Analysis Of Incarceration Strategies In Norway, Singapore, And Austria, Amelia Ulmer

CMC Senior Theses

The prison reentry system in the United States remains a pressing social, economic, and political issue, as hundreds of thousands of prisoners are released each year with few resources to assist them with their transition. In fact, these previously incarcerated people are arguably set up to fail, which leads to over half of them reoffending within two years. This thesis analyzes how the United States should reform its current prison system based on lessons learned from three international case studies. These three case studies, Norway, Singapore, and Austria were chosen as countries that have globally low recidivism rates and unique …

Determining Knowledge Gaps In Natural Disaster Preparedness: An Exploratory Analysis Of Socioeconomic Variables And Response Quality, Michelle S. Repass

Theses and Dissertations

This exploratory study examines potential knowledge gaps in natural disaster preparedness across socioeconomic groups in Lee County, Alabama and identifies communication barriers affecting response behavior through the lens of the knowledge gap hypothesis. Survey data from 20 residents were analyzed using an objective socioeconomic status (OSES) score based on household income and highest level of education. Results indicate that while most respondents reported access to weather alerts and favorable behavioral responses that align with current guidelines from the National Weather Service, gaps are present in comprehension, response timing, and engagement in risky behavior that could delay protective action. Findings suggest …

The Future Of U.S. Higher Education: Equity Implications Of Shifting Immigration Policies, Research Institute For Social Equity Rise

Research Institute for Social Equity

This report examines the impact of U.S. immigration policies on higher education and international students from 2000 to 2025. It traces five major policy eras, from the post- 9/11 security overhaul and Obama-era expansion to the restrictive turns of 2017–2020 and 2025, and analyzes how shifting regulations have influenced enrollment patterns, economic contributions, and student well-being. Despite hosting more than 1.1 million international students in 2023–2024, the U.S. share of the global student market has fallen from 20% to 16%, underscoring how policy volatility and restrictive measures weaken national competitiveness. Drawing on federal data, scholarly research, and institutional reports, this …

Applying Photovoice To Uncover Fundamental Causes Of Health Inequality In Local Health Contexts, Marisa Booty, Madelyne G. Culbertson, Mason Taylor, Dakota Heise, Heather Stone, Katherine Leanne Kommer, Jennifer Gulley, Jeanette Hart, Christina Nentwick, Margaret Mcgladrey

Sociology Faculty Publications

Introduction: Participatory action research methods like Photovoice are uniquely equipped to identify structural determinants of health based on lived experiences of how they influence proximal and distal population health outcomes. This study uses Photovoice data to examine how structural determinants impact community health needs.

Methods: Qualitative thematic analysis used focus group discussion data (25 transcripts) from four Kentucky counties that embedded Photovoice into their local health department community health assessment processes. Coded excerpts were examined for ways in which participants' community health concerns reflected structural issues rather than individual health behaviors.

Results: Participants perceived issues such as houselessness, food insecurity, …

Medications For Opioid Use Disorder In Correctional Facilities: A 2022 Cross-Sectional Survey Of Health Care Staff, Claire Wolfe, Sabrina Gaiazov, Dr. Pamela Valera, Will Mullen, Ross Macdonald, Christian Heidbreder

School of Social Work Faculty Publications

A national, anonymous, online survey was administered inviting 3,161 correctional health professionals to examine the associations between facility characteristics and the availability of medications for opioid use disorder (MOUD) in jails and prisons. Responses from 268 participants representing 212 correctional facilities were analyzed. We used multivariate logistic regression to identify associated facility characteristics, and open-ended responses were analyzed using content analysis. Facilities in the Western United States had higher odds of providing MOUD compared with those in the Midwest (adjusted odds ratio [AOR] = 3.67, 95% confidence interval [CI]: 1.28–10.99). Jails had higher odds of offering MOUD than prisons (AOR …

Asset Forfeiture As An Animal Welfare Law: A Case Study On South Carolina's Bond-Or-Forfeit Statute, Morgan Mercer

Animal Law Review

This Comment examines South Carolina’s 2024 bond-or-forfeit statute (H.B. 3682) as a case study in the growing trend of extending existing legal frameworks to promote animal welfare. Traditionally, asset forfeiture treats animals purely as property subject to seizure. However, by shifting the costs of caring for seized animals from public agencies to the animals’ owners, H.B. 3682 embeds a concern for animal well-being into a framework historically focused on economic and property interests. This Comment argues that bond-or-forfeit statutes are part of a broader trend toward recognizing animals as sentient beings with welfare interests distinct from their owners’ property rights. …

Women’S Exposure To Incel Content, Perceived Safety, And Gender-Based Violence Risk In The United States, Deja Bledsoe

Criminology & Criminal Justice Theses

The rapid proliferation of incel-related content across digital platforms has raised concerns about online misogyny and its potential impact on women’s perceived safety. However, less is known about how exposure to such content shapes women’s perceptions of risk and emotional responses in everyday digital environments. This study examines the relationship between exposure to incel-related content and women’s perceived risk of gender-based violence and safety-related anxiety. Guided by strain theory, social control theory, hegemonic masculinity, and intersectionality, the study employs an anonymous cross-sectional online survey of women aged 18 and older. Quantitative analyses were conducted to assess whether exposure to incel-related …

Diagnosis And Proposal For Addressing The Depopulation In Northern California Towns, Cahal T. Connolly

CMC Senior Theses

This thesis examines population decline in small Northern California towns as a process of functional depopulation. Demographic loss becomes most damaging when it weakens the institutions that make communities livable. Focusing on rural towns facing aging populations, economic contraction, climate risk, housing instability, and service erosion, the thesis argues that sustainability cannot be measured by population change alone. Instead, towns must be evaluated according to their ability to maintain municipal services such as schools, healthcare, emergency services, infrastructure, local governance, and civic life. The thesis develops a stabilization framework that distinguishes among stabilizable, transitional, and structurally declining communities based on …

Associations Between Traumatic Life Events And Substance Use Among Black Men Who Are Incarcerated, Jasmine K. Jester, Brittany Miller-Roenigk, Paris B. Wheeler, Danelle Stevens-Watkins

Educational, School, and Counseling Psychology Faculty Publications

The current study examined associations between traumatic life events, current and lifetime importance of mental health and substance use treatment, and crack cocaine use among 201 Black men who were incarcerated and nearing community reentry. Results indicated age, sexual trauma and lifetime importance of drug treatment were significantly associated with an increased likelihood of crack cocaine use. Substance abuse treatment in correctional settings should consider culturally tailored assessment and treatment for history of unaddressed sexual trauma among Black men who are incarcerated and use crack cocaine.

Should Kentucky Adopt A Formal Statewide Framework To Address The Local Fiscal Effects Of Tax-Exempt Public Universities On Host Communities?, Trina Shields, Catie Baumstark

MPA/MPP/MPFM Capstone Projects

Kentucky’s public universities provide significant educational, economic, and workforce development benefits to the Commonwealth. However, because these institutions are exempt from local property taxes, questions arise about the fiscal effects on the communities that host them. While the benefits generated by universities extend beyond municipal boundaries, the fiscal effects of tax-exempt property are often concentrated within host communities. As universities expand their campuses and acquire additional property, local governments may face increased demands for public services without a corresponding increase in property tax revenue.

This study examines whether Kentucky should adopt a formal statewide framework to address the local fiscal …

Assessing Flood Resilience In West Virginia Communities: Integrating Physical, Institutional, Socioeconomic, And Environmental Dimensions, Anahita Mahmoudi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Flooding is one of the most frequent and damaging natural hazards in the United States, with impacts expected to intensify under changing climate conditions. In regions such as West Virginia, complex terrain, development patterns along river corridors, and socioeconomic disparities contribute to elevated flood risk. Traditional approaches to flood risk assessment often focus on single dimensions of vulnerability or rely on binary floodplain maps, which do not fully capture the spatial variability and multidimensional nature of flood resilience.

This dissertation develops an integrated, community-scale framework for assessing flood resilience in West Virginia by combining physical, environmental, institutional, and socioeconomic dimensions …

Forecasting The Emotional Cost Of Online Dehumanization, Reyhaneh Bagherian Shamir

All Master's Theses

The use of social media platforms to share, view, and communicate information is now ubiquitous (Crockett, 2017). Given the prevalence of problematic content found on social media (e.g., prejudice, misinformation), this research examines how accurately people predict their responses to such content. Kawakami et al. (2009) found that individuals overestimate their emotional distress and behavior in response to discriminatory actions (i.e., racism) in-person predicting they would be more upset, and more likely to reject a racist confederate than individuals who experienced the incident actually were. In the current research, we built upon the work of Kawakami et al. (2009) to …

The Evolution Of California Wildfire Governance Through State Bills, Regulations, And Executive Actions, Cassandra Dawn Blevins

History and Political Science | Senior Theses

California faces an escalating wildfire crisis, driven by climate change, drought, and development in fire-prone areas. Despite decades of scientific research on wildfire behavior and risk reduction, catastrophic fires since 2017 raise a critical question: to what extent have California state laws and policies kept up with the intensifying wildfire crisis? Existing scholarship provides extensive insight into wildfire ecology, land-use planning, fuel management, and community resilience, yet it lacks a comprehensive evaluation of whether California’s legislative, regulatory, and executive actions have adapted in a coordinated and evidence-informed manner. In particular, the literature offers limited analysis of how state laws integrate …

Recruitment Of Black Minority Community Into Irish Police: Evaluating The Dynamics Of Culture In Decision-Making., Adeyemi Adekanle

Dissertations

Ethnic and racial diversity in police services has been a focus for criminologists and policing scholars for some considerable time. But despite intense efforts, most multicultural societies still struggle to get Black minority communities recruited into their police services. Two widely held interconnected assumptions appear to be at issue. The first is that police occupational culture, which has been shown in some studies to be prejudicial, is, in many cases, blatantly racist. This may well be a catalyst or “push factor” in discouraging members of Black communities in particular from taking up police careers. The second is that members of …

Exploratory Research Into U.S.-Based College/University Population Perceptions And Security Responses To On-Campus Active Shooter Incidents, Donald E. Stanton

Theses and Dissertations

On-campus active shooter incidents challenge U.S.-based Institutions of Higher Learning (IHLs) as they are usually only identifiable after the first shot. My mixed-methods, exploratory study was conducted to fill gaps in the limited research regarding on-campus active shooter incidents. Using purposive sampling, I identified two IHL security directors for the initial qualitative phase of my research. I conducted separate virtual interviews to discuss active shooter-specific responses, policies, procedures, security measures, potential active shooter-specific security systems, and their views on the importance of open-campus learning and social environments. We also discussed their active shooter response postures and whether they believed their …

Assessment Of Risk Factors In Sexual Offenders, Jennifer Bulin

Psychology Doctoral Specialization Projects

This review provides a comprehensive overview of the importance and historical development of sex offender risk assessment, highlighting its critical role in managing public safety and guiding treatment interventions. This project traces the evolution of these assessments, from early methods focused on static risk factors to contemporary approaches that incorporate dynamic elements. The review discusses the most commonly used risk assessment tools for both adults and juveniles, evaluating their methodologies, strengths, and limitations. Assessments reviewed to be used with adults include the Static-99, Static-2002, Minnesota Sex Offender Screening Tool Revised (MNSOST-R), Rapid Risk Assessment for Sex Offence Recidivism (RRASOR), Sex …

Artificial Intelligence In Crisis Communication: Investigating Source Effects And Matched Crisis Responses On Stakeholder Perceptions, Erika Schneider Ph.D., Victoria Kyriakopoulos, Youngji Seo, Nalae Hong, Moon Lee, Joon Soo Lim

Media Studies - All Scholarship

As public relations efforts increasingly integrate AI into operations, examining how the disclosure of AI as the source in organizational crisis communications affects public perceptions is increasingly relevant. This research investigates the effects of AI disclosure across matched crisis responses within a 3 (match crisis response: victim crisis-scapegoating, accidental crisis-excuse, preventable crisis-apology) x 2 (source disclosure: AI vs. human) experimental design survey. Key findings reveal that crisis responses with human sources, compared to those with AI disclosure, led to greater perceptions of organizational reputation and credibility across the three matched crisis responses. AI-disclosed messages from the company were also associated …

A Living Epidemic: The Persistence Of Tuberculosis In Contemporary Indigenous Alaska, Sharon Kim , ‘26

Senior Theses, Projects, and Awards

No abstract provided.

The Hidden Cost: Vicarious Trauma And Burnout In Professional Sex Offender Treatment Providers, Diazia Hughes

PCOM Psychology Dissertations

Professionals who provide treatment to individuals who have commuted sexual offenses are routine exposed to traumatic material, placing them at increased risk for both vicarious trauma (VT) and burnout. Despite growing recognition of these occupational hazards, limited research has examined the relationship between VT and burnout within this specialized population. The present study investigated the association between VT and the three dimensions of burnout (i.e. Emotional Exhaustion (EE), Depersonalization (DP), and personal Accomplishment (PA)) among licensed treatment providers working directly with individuals who have commuted sexual offenses. A cross-sectional correlational design was employed with a sample of 107 licensed providers …

Shrines On Asphalt Shoulders: Documenting Roadside Memorials In Western U.S. Roadscapes, Isabella R. Sullivan

Scripps Senior Theses

This thesis analyses the practice of documenting and uploading roadside memorials in the Western United States as a socially transformative process facilitated between two distinct kinds of noticing. Drawing on (auto)ethnographies of roadside memorial sites in Colorado and California, interviews with photographers and cartographers working primarily in the American Southwest, and Google Street View media, this research examines how recognition of the social negotiations involving memory and mortality that are already present in the physical shrines evolves when documenters capture and transpose them online. First, these documenters have developed the “eyes to see” roadside memorials for various significant reasons in …

Akron Police Department Non-Fatal Shootings, Sarah B. Baumer

Williams Honors College, Honors Research Projects

This project will study the variables that impact disposition status of non-fatal shooting cases in the city of Akron. This research project will be conducted through temporal and spatial analysis of the information gathered from the Akron Police Department. This analysis will identify common factors and patterns throughout the non-fatal shooting cases. This will then follow with in depth research of intelligence led policing articles that provide relevant solutions. The final steps will be identifying and adapting solutions to fit the needs of the Akron Police Department. The final product will include maps, police products and data visualization through Excel.

Supporting Mothers Within The Criminal Legal System: Programs In Akron And Perceptions Of “Good Motherhood”, Brynn R. Lewis

Williams Honors College, Honors Research Projects

This paper examines the programs and support systems available in Akron, Ohio, for mothers involved in the criminal legal system, including defendants, survivors, and other justice-involved individuals. Using qualitative interviews (n = 6) with professionals across courts, legal defense, community corrections, and advocacy organizations, this study examines how local institutions provide resources and support to mothers. Findings indicate that while programs aim to promote stability and rehabilitation, mothers face persistent barriers such as limited access to transportation, childcare, and communication, as well as heightened stigma tied to societal expectations of caregiving. These findings reveal that institutional support both reflects and …

Designing Crime Prevention And Crowd Management Plans For The New Berea Campus Expansion Project For The Cleveland Browns, Elleana G. Grant

Williams Honors College, Honors Research Projects

The Cleveland Browns are expanding their CrossCountry Mortgage Campus by 16 acres. This research seeks to answer a core question: How can the design of the new expansion support both crime prevention and effective crowd management for events drawing up to 6,000 guests? Additional research questions include identifying the safety risks associated and determining which evidence-based strategies are most appropriate. The main goal of this research is to ensure that the expanded campus is safe for all visitors. This work is motivated by the significant increase in daily activity that the expansion will bring, not only during major events, but …