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Generative Artificial Intelligence In Counselor Development: Examining Systemic Influences On Training, Lauren Dollarhide, Leo Gonzalez Jr., Rachel M. Smith

Journal of Technology in Counselor Education and Supervision

The use of large language models (LLMs) and generative artificial intelligence (AI) tools (e.g., ChatGPT, AI-assisted supervision platforms, and AI-powered role-play simulations) in counselor education is changing the way counselors-in-training (CITs) are trained and has both risks and benefits for the field. This conceptual article applied Bronfenbrenner’s ecological systems theory to evaluate the impact of these technologies at multiple levels within the counseling training environment. The microsystem is described as the interactions between CITs and the AI they use to support their training experiences (e.g., AI-based learning tools, role-playing simulations). The mesosystem refers to the movement of AI across different …

Bridging Risk And Retention: Risk Coping With Privacy And Hallucination In Ai, Don Shin, Azmat Rasul, Khuram Shahzad

All Works

This study examines how users engage with generative AI systems in the presence of perceived technological risks, focusing on the interplay between risk perception, adaptive behavior, and continued use. Drawing on a risk coping perspective, the study conceptualizes generative AI use as an ongoing process in which users evaluate potential informational and privacy-related threats and adjust their practices accordingly. the analysis explores how perceived risks shape user attitudes, coping strategies, and patterns of sustained engagement. Rather than treating risk as a simple deterrent, the findings show that users often respond through adaptive behaviors such as information verification and privacy management, …

The Economic Benefits And Costs Of State And Local Incentives For Clean Energy Projects, Timothy J. Bartik, Gerrit Anderson, Brian J. Asquith, Kathleen Bolter, Kyle Huisman, Iryna V. Lendel, Jeremy Morris, Sevrin Williams

Upjohn Institute Policy and Research Briefs

No abstract provided.

Ucf Libraries 2026 Faculty Research Showcase, Thomas R. Caswell, Patrick D. Green, Rae Mair, Yuqing Li, Athena Hoeppner, Sai Deng, Jeanne Piascik, Nokimul Hasan Arif, Peter Spyers-Duran, Tina Buck

Faculty Scholarship and Creative Works

The University of Central Florida (UCF) Libraries’ Faculty Research Showcase is an annual tradition that celebrates the scholarly achievements, research, and creative work of library faculty.

The 2026 Showcase took place on August 4, 2026, and features six engaging presentations covering a diverse range of topics:

• Thomas Caswell – UCF Libraries Faculty Scholarship: Growth & Impact

• Patrick Green – Making Moves: A Cross-Institutional Presentation on Library Skill Transference

• Rae Mair & Yuqing Li – Generative AI as Peer Tutor: Designing & Evaluating a Prompt to Support Source Identification & Evaluation

• Athena Hoeppner – Have you ever …

The Roles Of Adverse And Benevolent Childhood Experiences In Posttraumatic Growth And Social Connectedness Following Interpersonal Trauma, Margaret Poandl, Emily Kitching, Daniel Gutierrez, Yuqi Zhang

Trauma Counseling and Resilience

Interpersonal trauma, such as childhood abuse, neglect, and intimate partner violence, is a prevalent and harmful form of trauma associated with deleterious psychosocial outcomes. Despite its negative impacts, individuals exposed to interpersonal trauma may also experience posttraumatic growth (PTG). While adverse childhood experiences (ACEs) are known risk factors and benevolent childhood experiences (BCEs) are potential protective factors for adult outcomes, little is known about how combinations of ACEs and BCEs influence PTG. This study examined how combinations of ACEs and BCEs relate to PTG and social connectedness among individuals who have experienced interpersonal trauma. Using cross-sectional survey data from 615 …

Padres Ayudando A Padres: Co-Constructing A Family-Centered Mental Health Intervention Of, By, And For Central American Immigrant Parents, Rachael Goodman, Colleen K. Vesely, Maribel Tohara Nakamatsu, Victoria Stone, Valeria Quintana, Bethany Letiecq, Amigas De La Comunidad

Trauma Counseling and Resilience

In the wake of the COVID-19 pandemic, our partners in a Central American immigrant enclave reported an increasing need to support parents and children whose mental health was negatively impacted by the confluence of underlying systemic stressors and traumatic experiences. Using our existing family-centered participatory action research (FCPAR; Letiecq, Vesely, et al., 2022) approach and guided by the transcreation model (Nápoles & Stewart, 2018), we co-constructed a mental health intervention in partnership with community members, via our community advisory board (CAB). Essential to this process was building the intervention with the community, ensuring that it was culturally and contextually grounded …

Collective Trauma And Systemic Negligence: Exploring South Korean Disasters Through Media And Cultural Narratives, Jung H. Hyun, Eunae Han

Trauma Counseling and Resilience

Disaster trauma often occurs at multiple levels, with the systemic level highlighting its collective impact on survivors. Betrayal trauma, inflicted by trusted individuals or institutions including the government, further compounds this experience. Drawing on historical and contemporary challenges in modern Korean history and recognizing their collective impact on the Korean population, this paper examines Korean betrayal trauma stemming from disasters, introduces a new concept of political betrayal trauma, and explores how media can serve as a tool for healing. Through a fictional case study, this paper illustrates how collective cultural narratives support both survivors and the broader society in validating …

Ai And The Music Industry: Its Current Status And A Speculative Projection Of Its Evolutionary Trajectory, Rhett D. Morris, Clayton Rosati, Stefan Fritsch

Honors Projects

Music serves as one of society's biggest cultural outlets, allowing millions to share in what used to be a uniquely human form of expression. The commodification of music has built a huge industry full of companies and platforms that have used technology and property laws to shape music's relationship with the public. This study aims to look into the future to see how AI and its implementation could affect the structure of the music industry. To look into the future, this piece establishes two of the most pressing kinds of AI technology for the music industry and looks to contextualize …

Extreme Heat And Its Impact On Public Transit Ridership In Nyc, Craig Denton

Theses and Dissertations

This thesis explores the connection between extreme heat events and public transit ridership patterns in New York City, with a particular emphasis on low-income communities. It investigates the intersection of socioeconomic factors and heat-related challenges, analyzing how extreme temperature periods influence overall transit use and why certain routes or neighborhoods experience greater declines in ridership during these events.

Utilizing existing literature, NYC-specific transit and climate datasets, and the broader context of transit equity, this research aims to inform strategies that strengthen climate resilience within urban transportation systems. The study’s findings are intended to support policy development and planning initiatives that …

Green Extractivism And The Discursive Legitimization Of Deep-Sea Mining In The Clarion-Clipperton Zone, Kaitlyn Maritan

Theses and Dissertations

This thesis critically examines deep-sea mining as an example of green extractivism, constructed through narratives of responsible mining practices. A content analysis assesses the discursive tactics of four actors in the emerging industry; how they collectively legitimize deep-sea mining and manage the contradictions of sustainability and extractivism.

The Introduction Of High-Speed Rail And Its Impact On Mode Choice The Case Of Morocco’S Al Boraq, Michael Stewart

Theses and Dissertations

Morocco's Al Boraq, Africa's first high-speed rail line, reshaped mode choice along the Casablanca-Tangier corridor. Drawing on ONCF ridership data, 234 rider surveys, and nine months of fieldwork, this ex-post assessment finds accelerated passenger growth, substantial induced demand, and mode shift from automobiles, informing Global South HSR development.

Coping With Adversity: Exploring The Role Of Protective Factors And Their Impact On School Enrollment And Satisfaction Among Adolescents Living With Hiv In Low-Resource Settings, Jennifer Nattabi

Brown School Graduate Student Theses and Dissertations

Globally, an estimated 2.38 million children and adolescents (0–19 years) are living with HIV, with 80% residing in sub-Saharan Africa. In Uganda, adolescents remain at high risk, with approximately 6,600 new infections among 10–19-year-olds in 2023. Despite expanded access to antiretroviral therapy (ART), adolescents Living with HIV (ALHIV) continue to experience poor outcomes, including low viral suppression and high mortality, largely driven by non-adherence. However, ART adherence represents only one dimension of their lived experience. ALHIV must also navigate intersecting adversities, including poverty, stigma, orphanhood, and exposure to sexual and gender-based violence, while meeting academic expectations, particularly in boarding school …

Linking Decision Roles To Knowledge Utilization In Us State Governments: A Mixed-Method Study, Shuping Wang, Yuan (Daniel) Cheng, Chengxin Xu

Center for Policy Design and Governance

This brief summarizes "Linking decision roles to knowledge utilization in US state governments: A mixed-method study," co-authored by Shuping Wang, Yuan (Daniel) Cheng, and Chengxin Xu in Public Administration Review.

A Poetic Call For And A Reflection And Commentary On Clarity, Understanding, Hope, Courage, And Compassion, Carroy U. Ferguson

Psychology Faculty Publication Series

Finding a published poem I had written as a teenager, titled “The Heavens Weep.” this article uses that poem as the basis for a commentary that reflects on the state of the world today (2026),  As a commentary, the article uses the poetic and metaphoric words in the poem as a relevant "reality check" for what is still going on today.  In essence, the commentary is about a call for Clarity, Understanding, Hope, Courage, and Compassion, or what I call Archetypal Energies, Higher Vibrational Energies that operate deep within our individual and collective psyches to creatively urge us to "see" …

Applications And Insights Of The Use Of Ethnographic Research In A Local Context Of Nepal, Dipak Raj Rai, Sunita Dangol, Megh Raj Dangal

The Qualitative Report

This paper expounds on ethnographic research in comprehending the cultural, economic, and social nuances in the Nepali local community. The paper also emphasizes the significance of ethnographic research in providing profound insights into the daily lives, traditions, and interactions of cultural groups. This writing aims to describe the historical concept of ethnography, its philosophical standpoint, types of ethnography, fields of ethnographic research and commonly used methods for collecting ethnographic data. The main idea of the paper is to present the methods employed such as participant observation, ethnographic interviews, self-reporting, and artifacts that enable the researcher to obtain the true lived …

Reflections On Focus Group Participant Recruitment In An Indian Youth Mental Health Study, Debanjali Saha, Ketoki Mazumdar

The Qualitative Report

In this article, I (DS) critically reflected on my journey as an Indian graduate student while navigating dissonant expectations versus reality from the planning to data collection phase of my doctoral research, especially the challenges involved in the participant recruitment process for focus group discussions. The goal of my study was to understand the narratives of various stakeholders of the Indian higher education community on students’ mental health on Indian college campuses using Participatory Action Research strategy with the help of focus group discussions. Recruiting participants was a crucial first step in this endeavor. Six FGDs were conducted with a …

Rethinking Methodological Frameworks In Qualitative Comparative Migration Policy Research, Afag Javadova

The Qualitative Report

Capturing the nuanced dynamics of sub-national migration policy requires methodological frameworks that integrate multiple sources of evidence while remaining attentive to context-specific processes. Such approaches are well-suited to tracing interactions among policy actors and institutions within evolving, locally embedded systems of comparative policymaking. This study examines why municipalities operating under similar macro-level conditions pursue divergent policy trajectories in migration governance and demonstrates the analytical rigor and explanatory power of qualitative thematic analysis in accounting for this variation. Drawing on policy documents, archival records, and media sources from Toronto, San Francisco, and Wellington, it employs a hybrid inductive–deductive coding approach to …

Generation X’Sperspectives On Indonesian National Pride: A Reflexive Thematic Analysis, Rizal Kurniawan, Sartana Sartana, Avin Fadhila Helmi

The Qualitative Report

Having a sense of national pride is crucial for the well-being and progress of a country. It plays a vital role in the overall development of a nation and its people. Generation X (individuals born between 1960 and 1980) in Indonesia have experienced many national events and these events influence how they feel about being part of Indonesia. However, empirical research has not shown which events are sources of pride for them. Our study identifies sources of national pride for Generation X in Indonesia. The research data was collected using an open questionnaire and analyzed using a reflexive thematic analysis …

Translating English‑Language Cosmetic Catalogues Into Persian: A Thematic And Content Analysis Of Health Information And Product Marketing Across Cultural Contexts, Afshin Soori, Laleh Khojasteh, Sanaz Mojarrad, Sedigheh Shakib Kotamjani

The Qualitative Report

The translation of English-to-Persian cosmetic catalogues presents unique challenges due to their hybrid nature, combining health communication with marketing language. These challenges, including linguistic inaccuracies, cultural misalignment, and functional inadequacies, can compromise consumer safety and trust. This study investigates the root causes of these issues and proposes strategies to enhance translation practices. A qualitative design was employed, analyzing 100 English-to-Persian cosmetic catalogue translations and incorporating feedback from 10 experts in TESL, translation studies, and health communication. The analysis revealed recurring issues such as misinterpretations of technical terms, omissions of safety warnings, and inconsistent terminology use. These issues were primarily attributed …

Reimagining Photovoice: Leveraging Ai For Inclusive And Equitable Engagement In Refugee Research, Areej Al-Hamad, Kateryna Metersky, Yasin M. Yasin, Victoria Hayrabedian, Rezwana Rahman

The Qualitative Report

This methodology paper reimagines photovoice, a visual research method, by integrating artificial intelligence (AI), thereby expanding methodological options for both researchers and participants to foster more inclusive and equitable engagement in refugee research. Using AI-generated images, metaphors, and photocollage, displaced Ukrainian women in Canada co-created symbolic visuals to express complex emotions and experiences that may be difficult to capture through traditional photography. This approach addresses limitations of conventional photovoice by reducing technological and linguistic barriers, enhancing emotional expression, and supporting diverse representations of displacement and resettlement. Rather than replacing existing methods, this AI-assisted approach expands the methodological options available to …

Interviewing Elite-Experts: When The Few Matter More Than The Many, Jo B. Helgetun, Thibault Coppe

The Qualitative Report

In this methodological essay, we discuss the ontology and epistemology of research interviews. We anchor our methodological reflection in our experiences interviewing elite-experts. Our goal is to highlight the strengths of research interviews, particularly elite-expert interviews, as well as the importance of using a qualitative rather than quantitative logic when conducting and analyzing such interviews. In discussing this case, we reflect on qualitative research and take a critical stance toward practices that undermine the field of qualitative research. Specifically, we reflect on the process of analyzing interviews—what we refer to as “the quantification of qualitative research”—and how it has become …

History Repeats Itself – A Discourse Analysis Exploring The Voices Of School Shooting Survivors, Public Perception, And Governmental Response For The Sake Of A Shooting-Free, Nicolette Tran, Frank Gorritz

The Qualitative Report

School and public shootings have been an increasing epidemic in the United States over the last 20 years. We used discourse analysis to provide insights into the conversations, attitudes, and perceptions of public shootings through the analysis of news coverage, magazines, and social media. We found themes associated with growing public despair around governmental lack of response and inevitability of gun violence everywhere, racial and gender disparities of gun violence, and the widespread impact of trauma to gun violence. The results of this discourse analysis indicate how problematic discourse still perpetuates gun violence and trauma in the United States. Implications …

How Followers Respond To Leader Differentiation: The Importance Of Considering All Leader Differentiation Properties, Yuchuan Liu, Gary John Greguras

Research Collection Lee Kong Chian School Of Business

A central tenet of many leadership theories is that leaders treat their followers differently. Although leader differentiation is ubiquitous, its effects on leaders and followers are not well understood and theory and research have not simultaneously considered its three key properties: Leader–member exchange (LMX) differentiation, LMX quality, and LMX social comparison. We developed a theoretical model in which these three properties interact to influence followers’ supervisory interactional justice perceptions and subsequently their supervisor-directed deviance and supervisor-directed organizational citizenship behaviors (OCBs). To test our model, we conducted a pre-registered experiment (Study 1), a single-level, multi-wave study (Study 2), and a multilevel, …

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 …

Automated Battery Management Systems For Electric Vehicles, Woonki Na, Yuanyuan Xie

Mineta Transportation Institute

Electric vehicle (EV) safety, efficiency, and lifetime are strongly influenced by how well battery cells are managed, and as EV adoption accelerates, improving battery performance has become critical to vehicle reliability, cost, and public trust. This report conducts a field study on the core technologies and challenges in Battery Management Systems (BMS), focusing on the classification of BMS circuit topologies (design/structures) and systematically reviewing different topologies of active cell balancing circuits (systems that move energy from stronger battery cells to weaker ones). The study provides a detailed analysis of the working principles, advantages, and disadvantages of various active balancing circuit …

A Quantitative Exploration Of Public School Teachers’ Colorblind Racial Attitudes And Their Teaching Practices, Lindsey Dopheide

Dissertations

Teachers play a significant role in shaping student’s academic experiences, social development, and understanding of race and diversity within school settings. Because schools function as important sites of racial socialization, teachers’ beliefs about race may influence how they interpret student behavior, respond to inequities, select instructional practices, and engage with culturally diverse classrooms. One framework that has received increasing attention within psychological and educational research is colorblind racial ideology (CBRI) which reflects the minimization or denial of the continuing significance of race and racism in society. Colorblind racial ideology has been identified in prior literature as a dominant framework for …

A Primary Care Randomized Controlled Trial Investigating The Efficacy Of A Caregiver-Focused Prevention Program For Child Sexual Abuse, Cassandra Dukes

Dissertations

Child sexual abuse (CSA) affects 1 in 4 girls and 1 in 13 boys before the age of 18, resulting in significant long-term physical, emotional, and social consequences. Caregivers play a crucial role in preventing CSA by engaging in preventative behaviors with their children. Primary care settings may be an avenue through which to educate caregivers on their role in prevention of CSA. The present study used a randomized controlled trial (RCT) design to investigate the efficacy of a caregiver-focused educational program to prevent CSA, provided via integrated behavioral health (IBH) in a pediatric primary care setting. Participants (n=56) were …

Bridging The Gap: Action-Oriented Vs. Community-Minded Mentalities And Behaviors In Cold Case Investigation Units, Samantha Strine

Dissertations

One key group in policing that has seen an increase in public and media attention but not research is the cold case investigation unit. These units tend to be more “bureaucratic”, focusing on communication, community-engagement skills, and “desk work”. Thus, this is a potential area for learning techniques and policies that shift the mentalities within police culture to be more accepting of new community focused policies. This study also seeks to address a gap in current research related to studying specialized police units.

The purpose of this study is to describe the organizational dynamics and officers’ tactics, perceptions, and interactions …