Digital Commons Network^™

Predicting Criminal Behavior In Major Us Cities, Madison A. Price

SPARK Symposium Presentations

In recent years, especially post pandemic, there has been a decrease in crime in the United States. Unfortunately, the country’s violent crime rates are still significantly higher compared to similar high-income countries, so what predicts crime in major American cities? There is tons of research to support the idea that demographics can offer some insight into predicting crime. There are countless online resources that seek to identify major crime centrals in the United States (Petrino, 2025). In the late 1990s, researchers noticed that crime rates in cities had a downward slope due to an important contributor: demographic change (Fox & …

System Disparities: Racial Criminalization And The Risk Of Coerced And False Confessions In Youth, Cynthia J. Najdowski

Psychology Faculty Scholarship

Black youth may be even more vulnerable than other youth to admitting to crimes they did not commit in the context of police interrogations. In support, analysis of data from the National Registry of Exonerations indicates that 65% of people who were wrongfully convicted on the basis of false confessions they gave when under 18 years old are Black, whereas only 14% of the U.S. population is Black. In this chapter, I seek to understand the overrepresentation of Black youth in samples of juvenile false confessors by examining the cultural stereotype about Black criminality in relation to both investigators and …

The Influence Of Adverse Childhood Experiences On Female Violent Offending: A Scoping Systematic Review, Alexis M. Wolgemuth

Theses, Dissertations and Capstones

Female-perpetrated violence has exhibited concerning data trends in recent years. Prior scholarship indicates that past victimization and trauma in childhood, known as adverse childhood experiences (ACEs), are highly prevalent among women offenders. However, the research concerning ACEs and violent females is scattered. This thesis provides a scoping literature review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) updated 2020 guidelines. A systematic database search was conducted using Academic Search Complete, SAGE Journals, Springer Nature Link, and HeinOnline to identify relevant peer-reviewed journal articles. Inclusion and exclusion criteria are established, focusing on studies published after January 2015. These …

Book Review: Automobiles, Cultures And The Question Of Law, Stephen M. Young

Journal of Law and Mobility

Unsettling Colonial Automobilities: Criminalisation and Contested Sovereignties is a compelling interdisciplinary and multileveled study that sits at the intersection of law, criminology, settler colonial studies, and cultural analysis. The authors are well-suited to this task. They include Professors Harry Blagg, with expertise in First Nations community-engaged criminology; Thalia Anthony, from legal and carceral studies; Wiradjuri scholar Juanita Sherwood, who studies Indigenous health and community research; and Kieran Tranter, an expert in cultural legal theory. Together, they offer a layered interrogation of how the motor vehicle and automobility shape the settler colonial ordering of Australia.

This review is comprised of three …

Comorbidity And Violence: What Role Does Resilience Play In Preventing Violent Acts?, Madeline J. Petit

Theses and Dissertations

The conjunction of substance use disorders, mental illnesses, and violence has been shaped through traditional risk-centered models, yet these approaches fail to explain why most individuals do not engage in violent behavior despite being high risk. This study aims to investigate how resilience may buffer the criminogenic effects of comorbidity and help understand the majority of those at risk who remain nonviolent. The data for this study is drawn from the MacArthur Violence Risk Assessment Study, which consisted of 2.255 person-waves, as the data examined comorbidity across 5 waves, consisting of 451 participants in each wave.Each participant in each wave …

Reimagining Justice: Transformative Justice Analysis In Adult Felony Cases, Marisa Tramontano

Open Educational Resources

In this sociology final project, students take the role of a sociologist working with a public defender and analyze the records and social history of a client facing sentencing for a felony. They write a report for a judge explaining how structural factors and sociological concepts illuminate the case, then recommend responses that include alternatives to incarceration. A reflective essay examines the limits of the available information, ethical considerations, and how the project shaped their understanding of justice.

The Steelerville Case: Applying Criminological Theory To Crime And Police Morale, Shamus Smith

Open Educational Resources

Students use a fictional town’s economic decline and rising crime to evaluate at least two criminological theories and their implications for policy. Role-playing as consultants, they develop research-supported recommendations to reduce crime and improve police morale.

Affirmative Action In The Supreme Court, Arianne K. Dacayo

Senior Honors Theses and Projects

No abstract provided.

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 …

Male Disposability, Law, And Feminism, Edward Cantu

Faculty Works

This article explores scientific evidence that societies care more about the welfare and safety of females than that of males, and that this dynamic of "male disposability" is deeply entrenched in culture, and thus in law. The recognition and integration of male disposability theory would mean an evolutionary leap in modern theorizing about gender and the law, but it is ignored. Why? Feminist theory dominates current academic gender discourse. Far from appreciating the explanatory power of male disposability theory, feminist theorists are often invested in theorizing gendered problems in ways that mischannel compassion away from men and toward women. The …

Domestic Violence Prevention Through Offender-Side Interventions, Eva Kohn

Gender, Sexuality, and Intersectionality Studies Honors Papers

No abstract provided.

A Child On Stand: The Impact Of Experiencing Trauma On Children’S Testimonial Efficacy In Legal Proceedings, Morgan Sweger

Williams Honors College, Honors Research Projects

Children who are victims of physical, sexual, emotional, or verbal abuse are nearly always left deeply traumatized by such events. In extreme cases, abused children may be asked to testify against their abuser(s) in legal proceedings, recounting their trauma in front of a room full of strangers. For some, the trauma of abuse may influence a child’s ability to effectively recall and describe their experiences and for others, the process of participating in legal proceedings creates deeper wounds. Research has aimed to understand whether children lack the ability to contribute sufficient testimonies during investigations of abuse and how these investigations …

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.

The Limits Of "Punishment", Benjamin Levin

Scholarship@WashULaw

“Punishment” is an all-important category in criminal legal thought. Conventional scholarship adopts a narrow definition and focuses on justifying penal sanctions. Much critical work, in contrast, seeks to expand the category—defining more practices and institutions as “punishment.” In this Article, I argue that the focus on purposes of punishment and on what constitutes punishment distracts from a larger theoretical and practical issue—much of what the criminal system does probably isn’t punishment as such. Certainly, a carceral sentence is punishment. But what about a curfew requirement for a defendant awaiting trial? What about a restriction on gun ownership post conviction? What …

Justifying The Fourth Amendment, Daniel Epps

Scholarship@WashULaw

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 …

Examining The Perceptions Of Alcohol Use And Well-Being By Collegiate Baseball Players, Madison M. Stevens

Justice Studies Theses

Examining the Perceptions of Alcohol Use and Well-Being by Collegiate Baseball Players was a qualitative study conducted through the use of semi-structured interviews. The purpose of the research was to better understand how team culture, relationships, stress, coping mechanisms, and future aspirations influence alcohol use and mental health within collegiate baseball. Data were analyzed using thematic analysis, resulting in several major themes and subthemes related to athlete experiences. Findings revealed that brotherly team culture, including family-like relationships and consistency among teammates, played a major role in shaping emotional well-being and social behaviors. Participants also identified coaches, teammates, and the broader …

Illuminating Those Who Lurk In The Shadows: An Examination Of The Use Of Psychological Profiling In Identifying Violent Criminals In The Modern Age, Skylar R. Holmes

Honors Undergraduate Theses

This study examines the role of psychological profiling in apprehending violent criminals. Psychological profiling involves analyzing behavioral patterns at crime scenes, exploring the relationships between victims, and identifying characteristics and tendencies of offenders. It is currently used by many law enforcement agencies across the country to narrow down a pool of potential suspects and direct researchers, making the most of the limited manpower available. There is, however, a significant limitation in the literature and available evidence that suggests its tenets may be based on intuition and anecdotal evidence purported by investigators, subject to internal bias and thus should not be …

Eroding Protections: The Decline Of Miranda Rights And Its Impact On Due Process In Contemporary America, Autumn G. Pelfrey

Honors Undergraduate Theses

This thesis examines whether the protections established in Miranda v. Arizona, 384 U.S. 436 (1966), remain robust within contemporary criminal justice practice or have been weakened through doctrinal and practical developments. Miranda warnings were originally designed to mitigate the risk that coercive custodial interrogation would produce compelled or unreliable self-incrimination. Since 1966, however, both judicial interpretation and evolving law-enforcement practices have created a growing gap between Miranda’s formal legal promise and its practical operation in real-world interrogations.

The study evaluates the erosion of Miranda’s protective force through three primary mechanisms. First, doctrinal developments have narrowed Miranda’s scope by redefining …

The Psychological Effect Of Maternal Separation From A Child During Incarceration: A Survey And Critique Of Risk Needs Assessments, Samantha Yearwood

Honors Undergraduate Theses

This study examines whether frequently used correctional assessment instruments adequately capture the psychological impacts of maternal-child separation among incarcerated women. This research was conducted in response to growing criticisms that traditional risk and needs assessments fail to account for gender-specific experiences, specifically those related to caregiving roles and pregnancy. Using a qualitative analysis content analysis to assess four widely used instruments, the Women’s Risk and Needs Assessment (WRNA), Correctional Offender Management Profiling for Alternative Sanctions (COMPAS), Brief Symptom Inventory-18 (BSI-18), and Level of Service Inventory–Revised (LSI-R), the thesis  examines the inclusion of pregnancy-related variables, caregiving responsibilities, and separation-related psychological factors. …

Developing Your Research Project: Writing An Annotated Bibliography, Fabiola Ceballos-Durham

Open Educational Resources

Students build the foundation for a criminal justice research project by evaluating and summarizing scholarly articles and websites in an APA-style annotated bibliography.

Operationalizing Cyber-Routine Activities Theory For Senior Cybercrime Prevention: An Evaluation Of The Shield Training-The-Trainer Program, Kyung-Shick Choi, Insun Park, Mijin Kim, Ji Yae Bong

International Journal of Cybersecurity Intelligence & Cybercrime

Older adults face growing risks of cyber-enabled fraud, yet scalable, evidence-based prevention programs remain limited. Guided by Cyber-Routine Activities Theory (Cyber-RAT), this study evaluates the pilot implementation of the Seniors Harnessing Internet Education for Lasting Defense (SHIELD) Training-the-Trainer program, designed to prepare law enforcement officers and community leaders to deliver cybercrime prevention education to older adults. A key innovation of SHIELD is its integration of interactive game-based simulations, which allow participants to practice verification, refusal, and reporting behaviors in realistic cybercrime scenarios. Following the December 2025 pilot session in Boston, semi-structured interviews were conducted with 12 participants from law enforcement, …

Vishing And Smishing Perpetrators And Their Victims In Nigerian Slums, Lateef J. Adeyemo, Tirimisiyu Y. Olabulo, Idenyi G. Peter

International Journal of Cybersecurity Intelligence & Cybercrime

This study investigates the personal accounts of both perpetrators and victims to better understand the techniques and strategies used in vishing and smishing schemes. It adopts a qualitative cross-sectional design across three Lagos slums (Ajegunle, Amukoko, and Ijora-Badia), using snowball sampling to recruit 20 victims and 10 perpetrators for in-depth interviews. Findings reveal that perpetrators impersonate trusted entities using low-tech tools (pre-registered SIMs, bulk SMS apps) to exploit trust. Selective morality emerges among offenders, with some repaying known victims due to guilt while exploiting strangers, alongside a mentorship culture where experienced scammers train newcomers. Poverty and peer influence normalize the …

From Authorization To Loss: A Blockchain Forensic Analysis Of Transaction-Level Mechanisms In Cryptocurrency Airdrop Scams, Chanwoo Shin, Kyung-Shick Choi

International Journal of Cybersecurity Intelligence & Cybercrime

Cryptocurrency airdrop scams have emerged as a rapidly growing form of cyber-enabled financial crime, yet remain underexplored in empirical research. This study examines how transaction-level mechanisms and offender strategies influence variation in monetary loss in airdrop scam incidents. Grounded in Cyber-Routine Activities Theory (Cyber-RAT), the study conceptualizes financial harm as occurring within decentralized environments where users’ online behaviors, particularly transaction authorization, intersect with limited digital capable guardianship. Data were drawn from 112 validated airdrop scam cases reported on Chainabuse.com between January and December 2025. Blockchain forensic analysis using Breadcrumbs was conducted to reconstruct transaction pathways, identify exchange interactions, and detect …

Bridging The Gap: Predictors Of Alignment Of Parent And Caseworker Perceptions Of Engagement, Jianchao Lai, Michelle I. Graef

Center on Children, Families, and the Law: Faculty Publications

This study examined predictors of alignment between parents’ and caseworkers’ perceptions of family engagement in child welfare services. Using data from 2,274 Alternative Response (AR)–eligible families randomized to AR or Traditional Response, engagement was assessed across the domains of Receptivity, Buy-in, Worker-family Relationship, and Mistrust using a modified Yatchmenoff (2005) scale. Multinomial logistic regression models identified factors associated with agreement and discrepancy between ratings of family engagement within the parent and worker dyad. While both parents and workers valued engagement, workers were more likely to provide higher overall engagement ratings, although the direction of discrepancy varied across specific subscales. Greater …

Institutional Constraints On Investigative Oversight: Accountability And Governance Of The Investigation Supervision Bureau (Biro Pengawas Penyidikan) Of The Indonesian National Police, Mastalina Sinaga, Dhiajeng Prativi

Jurnal Kriminologi Indonesia

Investigative professionalism constitutes a fundamental pillar of the criminal justice system; however, its realization is frequently constrained by institutional design and procedural limitations within oversight mechanisms. This article examines the role of the Investigation Supervision Bureau (Biro Pengawas Penyidikan (Birowassidik)) of the Criminal Investigation Agency (Badan Reserse Kriminal (Bareskrim)) of the Indonesian National Police (Polri) in handling public complaints related to investigative performance. Rather than presuming the existence of a unified ‘Code of Silence’, this study adopts a qualitative critical analysis to assess the structural and procedural constraints inherent in Birowassidik’s mandate as a complaint-based supervisory institution. The analysis demonstrates …

Cybercrime, Vulnerability And Digital Guardianship: Opportunity Structures And Prevention In A Changing Online Landscape, Mike Toro-Alvarez, Amy Lim

International Journal of Cybersecurity Intelligence & Cybercrime

No abstract provided.

Analyzing Modern Scam Typologies: From Pig-Butchering And Nigerian Advance-Fee Fraud To Crypto Airdrop Schemes, Katalin Parti, Sinyong Choi, Thomas Dearden

International Journal of Cybersecurity Intelligence & Cybercrime

Rapid advancements in digital infrastructure and decentralized networks have fundamentally altered the nature of contemporary cybercrime, making comprehensive empirical and technical analysis more crucial than ever. To address these challenges, this editorial summarizes the research contributions featured in this issue of the International Jour nal of Cybersecurity Intelligence and Cybercrime. The included papers examine the structural on-chain dynamics of sanctioned pig-butchering operations, the representational production and AI-driven evolution of the “Nigerian scam” label, the critical transaction-authorization factors driving losses in crypto airdrop schemes, and the optimization of sentence-transformer models for automated Host Intrusion Detection System (HIDS) alert enrichment. Together, these …

Three-Tier On-Chain Transaction Architecture In A Sanctions-Linked Pig-Butchering Network: A Blockchain-Forensics Case Study, Matthew Stern, Kyung-Shick Choi

International Journal of Cybersecurity Intelligence & Cybercrime

n October 2025, the U.S. Department of the Treasury’s Office of Foreign Assets Control (OFAC) sanctioned 29 Bitcoin addresses asso ciated with the Prince Group and Chen Zhi, providing an opportunity to examine the internal on-chain structure of a sanctions-linked pig-butchering network. This blockchain-forensics case study analyzes the group of 29 addresses using blockchain tracing, cross-plat form attribution checks across multiple commercial analytics platforms, exposure screening, and thematic analysis of transaction be havior. Because the case rests on OFAC designations and DOJ allegations, the traced flows are interpreted as patterns consistent with suspected laundering rather than adjudicated crimes; no fiat …

Attribution Post ‘Aura’ Loss: A Qualitative Discourse Analysis Of The Nigerian Scam Label And Fraud Attribution, Emaediong Akpan

International Journal of Cybersecurity Intelligence & Cybercrime

In this essay, I employ qualitative discourse analysis of eleven purposively selected literature to examine how “Nigerian scam” became an established yet detached signifier of advance-fee fraud in global discourse. I do not treat this association as a reflection of offender identity or national inclination. Instead, the analysis traces how attribution is produced through representational repetition, institu tional uptake, and the circulation of familiar narrative cues. Using qualitative discourse analysis and an interpretive approach, this paper distinguishes among the socio-technical conditions that enable fraud, the institutional processes that stabilize attribution, and the semiotic dynamics through which national categories acquire durability. …

From Custody To Care: Understanding Mental Health And Recidivism In The Criminal Justice System, India Cox

UROP Posters

Previous studies on genetic influences in mental health disorders have been shown to correlate with incarceration rates in families. Consequently, there are individuals within the criminal justice system under the clinical threshold of a mental health diagnosis; it has been found that almost half of the incarcerated population was arrested due to acting upon their mental health disorder, while 27 to 38 percent developed PTSD while imprisoned. Furthermore, the serious and exhausting cycle of recidivism within the criminal justice system highlights the failure to provide the necessary mental health treatment required to support rehabilitation while incarcerated and prevent reoffending upon …