Criminology Commons^™

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 …

Revisiting The Rural Folk Devil: Rural 'Othering' And The Connections Between Media Stereotypes And Rural Issues, Brooke Baker, Ida L. Oesteraas, Stephen T. Young, Elizabeth Monk-Turner

Sociology & Criminal Justice Faculty Publications

The current study is a discourse analysis investigating anti-idyllic cinematic representations, specifically in the horror genre, of rural people, places, and cultures. Findings reveal that anti-idyllic images and discourses are prominent within recently released horror films, which rely heavily on framing rural people as the deviant “other.” Special attention is given to the cultural work of these stereotypical depictions and the associated social harms for rural communities. Specifically, we argue that (1) corporations, particularly film companies, contribute to social harm in rural areas by disseminating negative and anti-idyllic representations; (2) these portrayals have tangible and detrimental effects on both people …

Understanding Risk And Protective Factors Of Intimate Partner Violence: A Public Health And Social Advocacy Approach, Mangai Natarajan, Yasemin Irvin-Erickson, Brittany Suh, Susan Nembhard, Lindsay Smith, Yi-Fang Lu

Sociology & Criminal Justice Faculty Publications

Intimate partner violence (IPV) is a recurring social problem that has individual, interpersonal, community, and societal level consequences necessitating interdisciplinary knowledge and a holistic, systemic approach for prevention. Recent research on IPV indicates the need to identify the implications of the COVID-19 pandemic for IPV risk and subsequent consequences to inform mitigation solutions. Using a mixed-methods design, this rapid assessment research aims to address an existing gap by gathering primary data on the perceived risk and protective factors in addressing IPV through interviews, focus group discussions (n = 102), and surveys (n = 324) from a purposive sample of victim …

Roll The Dice: Do Fostered Youth Stand A Chance In Juvenile Justice?, Marina Rios

Capstone Showcase

Foster youth remain dramatically overrepresented in the juvenile justice system, accounting for up to almost a quarter of system-involved youth despite comprising less than 5% of the general population. Prior research on this subject indicates that foster youth tend to face disproportionately punitive responses, systemic challenges linked to trauma, placement, and instability, as well as limited access to diversion programs. This project aims to examine the disparities that foster youth face that result in juvenile justice involvement, as well as focusing on how structural barriers influence detention rates, sentencing outcomes, and opportunities for rehabilitation. Through an analysis of current literature, …

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 …

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 …

Folk Devil Construction In The Symbolic Space Of The City (A Study Of Klitih In The City Of Yogyakarta), Iqrak Sulhin, Chisa Belinda Harahap

Jurnal Kriminologi Indonesia

Yogyakarta is widely recognized as a city of culture and education, a symbolic identity institutionalized through historical narratives, political discourse, and cultural policy. The emergence of klitih—a term originally denoting aimless wandering but now associated with youth-perpetrated street violence—has challenged this image and generated intense public concern. While existing studies primarily explain klitih through causal factors such as peer influence, family supervision, and socio-economic conditions, this article shifts attention to the discursive construction of the phenomenon. Drawing on a constructionist approach and informed by cultural criminology and moral panic theory, the study analyses semi-structured interviews with government officials, law …

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 …

Structural Negligence And State Harm In Public Safety: The Kelingking Beach Case, Louis O. Wijaya

Jurnal Kriminologi Indonesia

Kelingking Beach in Nusa Penida, Bali, is a highly promoted tourist destination that has been repeatedly associated with serious injuries and fatalities. Despite well-known hazards, incidents continue to occur, raising concerns about public safety governance at natural tourism sites. This study adopts a qualitative case study approach using media reports, policy statements, scientific studies on coastal risk management, and official tourism safety communications. Data were analyzed thematically to identify patterns of risk recognition, safety intervention, and institutional response. The findings reveal a recurring pattern of fatal and serious incidents at Kelingking Beach. Risk management has primarily relied on ambiguous signage, …

Police Integrity And The Code Of Silence (Cos): Evidence From A Large-Scale Scenario-Based Survey In Indonesia, Dr. Indarto, S.H., S.Sos., S.I.K., M.Si -

Jurnal Kriminologi Indonesia

Issues of police integrity are not only driven by individual misconduct but are also sustained by organizational norms that inhibit the reporting of wrongdoing, known as the Code of Silence (CoS). This article reports the results of a large-scale, scenario-based police integrity survey conducted among personnel of the Indonesian National Police (Polri). After excluding responses that did not meet the honesty criterion, analyses were conducted on 57,574 respondents. Respondents evaluated six misconduct scenarios and assessed perceived seriousness, perceived deterrence (likelihood of detection and sanction), knowledge of rules, and willingness to report. Reliability tests indicated very strong internal consistency (Cronbach’s α …

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. …

Symbolic Racism And Punitive Policy Preferences In The First Quarter Of The Twenty-First Century, Anthony T. Fulinello

Honors Undergraduate Theses

Despite the decay in the acceptability of explicit racism brought about by the passage of the Civil Rights Act of 1964, implicit racism may continue to inform individual decision making even into the first quarter of the twenty-first century. Utilizing data from 25 years of the General Social Survey, this study examines how indicators of symbolic racism, a form of implicit racism, impact punitive policy preferences among the general United States population using separate logistic regression models isolating each indicator, plus a full model, for each outcome. Punitive policy preferences were operationalized as support for increased spending on crime prevention …

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 …

Mass Homicides And Mass Shootings: Comparisons, Trends, And Unpacking Further, Stefana E. Lotempio

Electronic Theses & Dissertations (2024 - present)

Mass shootings have garnered more public attention in recent years, in large part due to their increase in both frequency and lethality. Despite public concern, policy and prevention efforts have remained limited and have not yet resulted in a decrease in these events. Understanding mass shootings as a subset of mass murder will help identify how mass shootings are unique from other mass murders, which will help to identify more effective prevention tactics. Additionally, exploring mass shooting trends in the context of homicide trends and other crime trends will illuminate patterns that can be used to inform policy and prevention …

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 …