Digital Commons Network^™

Flow And Professional Identity Through Lived Experiences Of Doctoral Students In An Online Immersive Instructional Framework, Leticia De Leon

Teaching and Learning Faculty Publications

This qualitative phenomenological study explored the lived experiences of doctoral students engaged in an immersive instructional framework within an online course on Adult Learning Strategies. The purpose was to examine how immersive design elements (De Leon, 2020) and flow theory as defined through Csikszentmihalyi’s (1990) and Shin’s (2006) helped participant engagement via enjoyment, telepresence, focused attention, and time distortion. Participants completed five narrative journals across two immersive modules designed with multimodal, authentic, interactive, and autonomous elements. Data analysis followed Moustakas’ (1994) phenomenological reduction, including bracketing, horizontalizing, thematic clustering, and a synthesized essence of experience. Results revealed that students experienced flow …

Disrupting The Demand For Commercial Sex To Combat Sex Trafficking And Destabilise Organised Crime Networks, Johan Van Graan

Dignity: A Journal of Analysis of Exploitation and Violence

Sex trafficking persists as a lucrative form of organised crime, sustained by ongoing demand for commercial sex. Using Rational Choice Theory, this article reframes sex buyers as active perpetrators and financial drivers of trafficking networks rather than peripheral actors. The article examines how buyers weigh risks and benefits when purchasing sex, especially in contexts with weak law enforcement. By analysing 53 active trafficking cases from 2021 and 36 prosecuted cases in South Africa (2007–2022), the research identifies clear patterns in buyer behaviour, network operations, and law‑enforcement responses. A central finding is the near-total absence of buyers in prosecutions, which reinforces …

Impunity: A Case Study Of Sex Trafficking In Nevada Brothel Prostitution, Christen Price

Dignity: A Journal of Analysis of Exploitation and Violence

It is well-documented that legalization and other forms of official protection for prostitution lead to an increase in sex trafficking, including by encouraging demand for prostitution. This paper will consider the relationship between official protection, organized crime, and sex trafficking in pro-prostitution legal regimes, both historical and contemporary. Prostitution is legal in rural counties in Nevada that have fewer than 700,000 residents, if prostitution occurs within a brothel. There is significant overlap between sex trafficking and legal brothel prostitution in Nevada, as well as a nexus to corruption and organized crime, illustrating the normalization of coercion that occurs within legalized …

Disrupting Transnational Human Trafficking Networks: A Practitioner's Perspective On Intelligence-Driven, Offender-Focused Strategies, Rochelle Keyhan

Dignity: A Journal of Analysis of Exploitation and Violence

This article examines human trafficking through the lens of organized crime and explores how this perspective can be applied to contemporary trafficking cases in the United States. While trafficking is often prosecuted as an isolated criminal act, many incidents are linked to larger transnational and domestic organized crime networks. The discussion highlights the activities of notorious syndicates, including international cartels, street gangs, and well-funded networks of sex buyers, demonstrating how these entities exploit vulnerable populations for profit. Reframing human trafficking as a sector within organized crime shifts investigative and prosecutorial strategies away from victim-dependent models, which often require survivors to …

The Confluence Of Conflict-Induced Vulnerability, Organized Crime, And Sex Trafficking In Receiving States: A South African Civil Society Perspective, Monique Emser

Dignity: A Journal of Analysis of Exploitation and Violence

The crime-conflict nexus has been well-documented in conflict-affected and post-conflict states. Criminal networks make use of manifold methods and strategies to exploit individual and structural vulnerabilities, particularly those affected by war, displacement, and precarious migration journeys, forming the backbone of most conflict-induced trafficking ecosystems, whether in countries of origin, transit, or receipt. This article examines the intersection of sex trafficking, diaspora communities, and organized crime within South Africa as a receiving state from a civil society perspective. It underscores the deficiencies in traditional, reductionist, enforcement-based approaches to counter-trafficking by the state, where nested subsystems, such as those produced by endemic …

The Nature Of Human Trafficking Enterprises: Analysis Of U.S. And International Prosecutions--And The Path Forward, Jay Albanese

Dignity: A Journal of Analysis of Exploitation and Violence

The primary objective of this research is to develop a description and typology of the nature of serious cases of human trafficking and how traffickers, their victims, and consumers (the demand) overlap and interact across locations. This study examines known human trafficking enterprises for which sufficient evidence has been obtained to result in prosecution. These are also serious cases because US federal and international prosecutions result when the offenses are interstate or international in scope. Using a sample of US cases prosecuted over three calendar years (2021-2024), combined with an international sample of cases, an effort is made to develop …

Leveraging Technology To Measure The Strength Of Demand For Commercial And Trafficked Sex, Michael D. Shively, Bob Rodgers, Courtney Furlong, Brooke Ruffin

Dignity: A Journal of Analysis of Exploitation and Violence

The article examines Transaction Intercept (TI), an artificial‑intelligence platform designed to reduce sex trafficking by disrupting the revenue streams that draw organized crime into the market. Transaction Intercept deploys decoy online ads that appear to offer commercial sexual exploitation or prostitution. Automated "decoy" personas connect to individuals who click on these ads and engage them in text conversations. These exchanges can remain fully automated, ending with deterrence messages, or be transferred to police for potential enforcement action or to trained volunteers who attempt to discourage further attempts to buy sex. Transaction Intercept generates extensive, real‑time data on local demand for …

Behind The Screen: Online Sex Buyer Networks And The Organized Criminal Promotion Of Exploitation, Ava Kamdem, Vanessa Bouché, Ben Silver, Nick Freeman, Justin Euteneier

Dignity: A Journal of Analysis of Exploitation and Violence

This study investigates the extent to which online sex buyer communities in the United States function as organized criminal networks pursuant to the United Nations Convention against Transnational Organized Crime’s definition of organized criminal groups. Drawing from theories of organized crime, social network analysis, and digital ecosystems, we conceptualize sex buyers not as isolated actors but as participants in coordinated, mutually reinforcing networks that share information to facilitate exploitation, mitigate risk, and sustain criminal behavior. To test this framework, we scraped over 1.2 million posts from a publicly accessible sex buyer forum, comprising 72,974 unique users and nearly 800,000 direct …

Balancing War And Peace In Taekwondo Athlete Development: A Multi-Criteria Coaching Decision Support Framework Using Leadership Scale For Sports And Fuzzy Ahp, King Harold A. Recto, Hazel Jade L. Antonio, Jhyrald Anthony P. Dalida

Electronics, Computer, and Communications Engineering Faculty Publications

Coaching effectiveness is frequently evaluated through competitive outcomes, with the assumption that coaching behaviors directly influence athlete performance. This study examined the relationship between perceived coaching behaviors and individual win percentage among collegiate Taekwondo athletes using the Leadership Scale for Sports (LSS). Descriptive statistics, correlation analysis, and regression analysis were conducted across five coaching dimensions: Training and Instruction, Democratic Behavior, Autocratic Behavior, Social Support, and Positive Feedback. Results showed that none of the coaching dimensions demonstrated a statistically significant relationship with win percentage. Although coaching behaviors did not significantly predict win percentage, the findings suggest that athlete development is shaped …

The Future Midwife: A Prisma Scoping Review Of Education, Transition, And Work Readiness Among Midwifery Students, Danielle Gleeson, Tracey Tulleners, Jessica Elliott, Dianne Stratton-Maher, Liz Ryan, Jillian Mcculloch, Geraldine Roderick, Thenuja Jayasinghe, Joanne Buckley, Jamie May Newman, Helen Nutter, Jo Southern, Lisa Beccaria, Georgina Sheridan, Tess Trinder, Haiying Wang, Tao Wang, Sita Sharma, Linda Ng, Jing Yu Tan, Daniel Terry

Research outputs 2022 to 2026

Background: Preparing midwifery graduates to be confident, competent, and resilient is essential for workforce sustainability, yet students report a disconnect between academic preparation and clinical realities. Increasing care complexity, workforce shortages, and variable clinical learning environments globally highlight the need to examine how educational strategies support effective transition to practice. Objective: To map and synthesise the evidence regarding educational approaches, learning experiences, and transition-to-practice factors that influence preparedness for professional practice among midwifery students, and to identify gaps in the existing literature to inform a coherent and future-ready educational framework.

Methods: A PRISMA-ScR-guided scoping review was conducted across seven databases. …

An Open-Source Evaluation Framework For Risc-V Co-Design-Based Decimal Arithmetic, Riaz Ul Haque Mian, Michiko Inoue

Research outputs 2022 to 2026

Hardware–software co-design is a balanced strategy for computationally intensive algorithms such as decimal computing. It can provide several Pareto points for the development of embedded systems in terms of hardware cost and performance. In this study, we propose an efficient and accurate evaluation framework for decimal computing. The framework was designed and developed for hardware–software co-design decimal arithmetic using the RISC-V ecosystem. New binary and decimal-oriented instructions supported by an accelerator were developed. The framework can perform cycle-accurate analysis for performance and assess hardware overhead for co-design-based decimal arithmetic. Unlike previous studies that focused primarily on implementing and evaluating individual …

Early-Onset Colorectal Cancer With Liver-Only Metastases: A Retrospective Cohort Study Integrating Prospectively Collected Real-World Clinical And Molecular Data From An Australian National Database (2009–2024) To Guide Treatment Planning, Savio G. Barreto, Christos S. Karapetis, Shahid Ullah, Matthew Burge, Susan Caird, Angus Campbell, Azim Jalali, Ross Jennens, Muhammad A. Khattak, Belinda Lee, Stephanie H. Lim, Shehara Mendis, Louise Nott, Timothy J. Price, Jeremy D. Shapiro, Jeanne Tie, Javier Torres, Colin Williams, Rachel Wong, Vanessa Wong, Peter Gibbs

Research outputs 2022 to 2026

Objective: To leverage the Treatment of Recurrent and Advanced Colorectal Cancer (TRACC) registry (an Australian cancer database) to explore the ideal timing and sequence of therapies and the factors influencing these decisions in colorectal cancer (CRC) patients with liver-only metastases to inform contemporary decision-making and future trials.

Study Type: Retrospective registry-based cohort study using the TRACC registry.

Setting and Participants: Consecutive patients with liver-only metastatic CRC enrolled in the TRACC registry.

Main Outcome Measures: To explore cancer biology, intended treatment at presentation, actual treatment received and the resultant outcomes for early-onset CRC (EOCRC) (≤ 50 years) and late-onset CRC (LOCRC) …

Optimizing Few-Shot Learning In Pruned Large Language Models With Task-Specific Prompts, Danyal Aftab

Dissertations

Few-shot learning enables large language models to efficiently perform tasks given only a limited number of labeled examples. However, training these models entirely from scratch requires substantial computational resources, making it challenging for many organizations to fully leverage their potential. This thesis explores how structured pruning, task-specific prompting, and parameter-efficient fine-tuning can be combined to preserve few-shot learning capabilities in compressed LLMs, while also extending their utility to real-world recommendation systems.

In this research, we propose the Tailored LLM framework, which first reduces model size through structured pruning and then enhances few-shot learning performance using carefully designed prompts. We experiment …

Collegiate Athletes’ And Coaches’ Communicative Constitution Of Resilience: A Case Study, Lillian B. Feder

College of Communication Faculty Research and Publications

Resilience processes are communicative in nature and vital to the wellbeing and success of athletic personnel and organizations. However, the communicative components of resilience-building are largely ignored in sport scholarship and practice. This study seeks to bridge that gap by using the communication theory of resilience as a sensitizing concept to develop a thorough understanding of communicative resilience-building processes in athletics. Semi-structured in-depth interviews with members of a Division I college baseball team were analyzed using thematic co-occurrence analysis. Findings indicate that collegiate athletes and coaches experience resilience-building as a combination of mental toughness (i.e., persistence and discipline) and resourcefulness …

Cae-If: An Anomaly Detection Approach Based On Temporal Representation Of The Reconstruction Error, Haijun Geng, Zhi Zhang, Yuhua Qian, Bo Yang, Qi Ma, Haotian Chi, Jing Yang, Xia Yin

Faculty Research, Scholarly, and Creative Activity

In the field of network traffic anomaly detection, unsupervised learning plays a critical role yet encounters significant challenges, including accurately determining anomaly thresholds and modeling the intricate temporal dynamics of network traffic. To address these challenges, we present a novel approach, termed Convolutional Autoencoder-Isolation Forest (CAE-IF). By leveraging packet-level reconstruction errors with contextual information, our approach obviates the need for manual threshold setting and effectively captures temporal dynamics. The process commences with the application of the damped incremental statistics algorithm to extract statistical features from network traffic with temporal information. Subsequently, the Convolutional Autoencoder (CAE) is employed to compute the …

Policy And Regulation In Virtual Power Plants Development, Hemlal Bhattarai, Aziz, Stefan Lachowicz

Research outputs 2022 to 2026

Electricity systems are changing due to the rapid deployment of distributed energy resources (DER), which also presents significant regulatory obstacles to their coordinated integration into energy markets and power grids. However, the majority of current material in publications concentrate on operational optimization and technical architectures, with little systematic synthesis of the legal and policy frameworks governing the deployment of VPP on a broad scale. To provide grid services, improve flexibility and support decarbonization objectives, virtual power plants (VPP) have become a crucial aggregation method. To close this gap, this research critically looks at the institutional roles, market structures, global policy …

Dental Board Of California, Grant Lockhart, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Board Of Pharmacy, Makenna Haskill, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Department Of Insurance, Lisbeth Abigail Rosales, Charlotte Fuchs, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Public Utilities Commission, Reese J. Galvin, Nisha Ahmed, Lexi Mccrillis, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Department Of Financial Protection And Innovation, Aparjita Pathak, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

State Bar Of California, Ramy Khadra, Amine Elrayes, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Key

California Regulatory Law Reporter

No abstract provided.

Utilization Of An On-Site Primary Care Clinic – An Evaluation, Joulvous Jarvis Drake

Doctor of Nursing Practice Projects

Background: Employers incorporate on-site primary care clinics into their workplace health strategies to improve employees’ access to timely care and chronic disease management and reduce absenteeism and healthcare-related costs. Yet despite the demonstrated organizational and health benefits, many worksite clinics experience lower-than-expected utilization. Purpose: This evaluation project aimed to identify the behavioral and structural factors that influenced employee utilization of a corporate on-site primary care clinic. Method: A quantitative, cross-sectional design was used to evaluate the factors contributing to employees’ low utilization of the on-site primary care clinic. Approximately 1,000 eligible full-time employees at a large corporate campus in Texas …

Increasing Human Papillomavirus Vaccination Rates Among Adolescents In The Primary Care Setting: A Quality Improvement Project, Chioma Rosemary Ike

Doctor of Nursing Practice Projects

Background: Human papillomavirus (HPV) is the most common sexually transmitted infection in the United States. It is the most common viral infection of the reproductive system, and it is responsible for most cervical cancer cases worldwide. Many HPV-related cancer deaths can be prevented simply through vaccination. The vaccine is most effective when administered before exposure to the virus. Despite the HPV vaccine’s proven safety and efficacy, its uptake remains suboptimal. Purpose: This quality improvement (QI) project trained providers at a pediatric and family clinic in an effective communication strategy to increase HPV vaccination uptake among adolescents. It encouraged providers to …

The Use Of Foamed Glass Aggregate (Fga) As A Lightweight Fill Above Culverts, Amr Morsy

Mineta Transportation Institute

Transportation infrastructure—including buried utilities, drainage systems, and culverts—is frequently subjected to significant external stresses arising from existing conditions and new construction, especially in urban environments where deformation and failures can lead to significant operational and safety consequences. Lightweight fills offer a viable strategy to mitigate these stresses by reducing imposed loads. This study investigates the use of lightweight fills, specifically Foamed Glass Aggregate (FGA), as a sustainable solution to support California Senate Bill 1 (SB1) efforts to repair and maintain culverts, as well as for new construction applications. A numerical investigation was conducted to evaluate the performance of culverts backfilled …

Mind The Gap: Freight And Rail System Resilience Between Planning And Practice A Synthesis Of Freight Plan Best Practices And Survey Results From U.S. Transportation Professionals, Serena Alexander, Carmella Uwineza

Mineta Transportation Institute

Freight and rail networks across the United States face mounting risks from weather-related hazards and other systemic disruptions that threaten operational continuity, economic stability, and community well-being. While state freight plans are federally mandated, local and metropolitan freight planning varies widely, leaving gaps in how resilience is addressed across scales. This study examines how resilience is being integrated into freight and rail planning through a two-part approach: (1) a content analysis of 43 recent state and metropolitan freight plans, and (2) a nationwide survey of 56 transportation professionals engaged in freight and rail planning. Findings show broad consensus on the …

Casual Killing In The Home: Ecological Citizenship And The Micro-Geopolitics Of Mosquito Cohabitation, Orlando Woods, Junxi Qian

Research Collection College of Integrative Studies

This article explores how the visceral acts of being bitten by and killing mosquitoes can underpin the formation of ecological citizenship. This form of citizenship is premised on human-nature entanglement and raises questions concerning how the rights and responsibilities stemming from such entanglement become distributed across the public and private domains. As a space in which mosquito cohabitation is contested daily, the home is a key site through which ecological citizenship can be forged and theoretical debates concerning urban political ecology can be extended. Human-mosquito entanglements in the home can reveal the limits of public pest management strategies, the partiality …

Perceptions Of Situational Leadership Styles On The Behavioral Intervention Skills Of General Educators, Kendall Jordan Baethge

Electronic Theses and Dissertations

The researcher conducted the following study to describe the lived experiences and perceptions of general educators employed in a rural, central Texas school district. The study specifically inquired about the perceptions of leadership styles and strategies to successful behavior intervention strategies for inclusive general education classrooms. The problem addressed within the study was the growing diversity in general education classrooms ensuring inclusive opportunities to students with disabilities who exhibit challenging behaviors. The purpose of the study was to better understand those leadership styles currently being used and styles that are most appropriate to develop perceived self-efficacy and proficiency in behavior …

Kindergarten Teachers’ Perceptions, Experiences, And Challenges Using Visual Supports For Children With Autism, Jasmine M. Mcnair

Electronic Theses and Dissertations

This qualitative case study examined kindergarten teachers’ perceptions, experiences, and challenges related to the use of visual supports for students with autism spectrum disorder in East Texas. Grounded in cognitive load theory, the study explored whether visual supports enhance learning outcomes by reducing cognitive overload. Four research questions addressed teachers’ perceptions of effectiveness, implementation challenges, the influence of teacher attitudes, and differences based on teaching experience. The researcher collected data through semistructured interviews with 10 kindergarten inclusion teachers and supplemented by classroom observations. Thematic analysis revealed five primary themes: emotional impact and student growth, visual supports as essential instructional tools, …