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Centring Marginalisation In The Development Of Digital Courts: Reflections From Argentina, India, Kenya, And Malaysia, Siddharth Peter De Souza, Varsha Aithala, Francisco Mignaquy, Mercy Muendo, Anisha Nadkarni Aug 2025

Centring Marginalisation In The Development Of Digital Courts: Reflections From Argentina, India, Kenya, And Malaysia, Siddharth Peter De Souza, Varsha Aithala, Francisco Mignaquy, Mercy Muendo, Anisha Nadkarni

Indian Journal of Law and Technology

This paper presents a multi-jurisdictional analysis of digitalisation of justice and the perceived role of courts as public institutions upholding the rule of law and ensuring access to justice to all. Using selected examples from Argentina, India, Kenya and Malaysia, it examines the impact of digitalisation efforts of these countries on their citizens, marginalised populations, the State and private sector. We propose to design an approach to digital justice that centres people on the margins of digital transformation of courts. This includes three elements – first, engagement with people centered perspectives; second, focus on disadvantage and addressing socio-technical factors; and …


Can Correction Messages Reduce The Spread Of Fake News On Social Media? The Impact Of Information Updates On The Effectiveness Of Corrections, Kelvin K. King, Diego Escobari Aug 2025

Can Correction Messages Reduce The Spread Of Fake News On Social Media? The Impact Of Information Updates On The Effectiveness Of Corrections, Kelvin K. King, Diego Escobari

School of Economics and Finance Faculty Publications

Although government agencies and fact-checking organizations issue correction messages to mitigate misinformation dissemination on social media, their efforts have been largely ineffective. Drawing on Information Manipulation Theory (IMT) and information extracted from over 84 million tweets, we examine the impact of correction messages and explore how different information updates affect their effectiveness. Our empirical approach differentiates between subpopulations of correction messages. The results support the existence of two distinct types: correction messages that significantly mitigate the spread of fake news—a 1 percent increase in “effective” messages decreases the spread of fake news by 0.89 percent; and those that amplify the …


Exploring Arabic Large Language Models: A Comprehensive Review, Lamar Aljahdali, Joud Kaki Aug 2025

Exploring Arabic Large Language Models: A Comprehensive Review, Lamar Aljahdali, Joud Kaki

Effat Undergraduate Research Journal

This paper presents a comprehensive review of Arabic large language models (LLMs), exploring their capabilities, limitations, and potential impact on the Arabic NLP landscape. We analyze the performance of prominent LLMs, including JAIS, AraBERT, and BLOOM, highlighting their strengths and weaknesses on various NLP tasks. The review delves into critical challenges faced by Arabic LLMs, such as domain adaptation, cross-lingual capabilities, and ethical considerations. Additionally, the paper emphasizes the importance of responsible development and deployment practices for LLMs, ensuring fairness, transparency, and cultural sensitivity.


A Comparative Study Of Opinion Summarization Techniques: Extracting And Summarizing Sentiments From Text, Wejdan O. Alshateri, Rim Obaid, Passent M. Elkafrawy Prof Aug 2025

A Comparative Study Of Opinion Summarization Techniques: Extracting And Summarizing Sentiments From Text, Wejdan O. Alshateri, Rim Obaid, Passent M. Elkafrawy Prof

Effat Undergraduate Research Journal

No abstract provided.


Tackling Translation Problems In Short Stories, Shatha Saleh Elshehry, Zainab Abuelmaatti Aug 2025

Tackling Translation Problems In Short Stories, Shatha Saleh Elshehry, Zainab Abuelmaatti

Effat Undergraduate Research Journal

In the age of globalization, the fact of being exposed to different cultures and backgrounds is unavoidable and literary texts are one of the most important sources that portray people's lives and believe. Translating such texts is vital in order to achieve understanding between different societies. However, the task of translating a literal text from Arabic into English is not easy as Arabic and English belong to different semantic maps and cultural settings. Therefore, problems encountered in translating these texts are inescapable. This study addresses the major problems faced by translators during translating a literary text from Arabic into English. …


Investigating Cultural Issues Encountered In The Audiovisual Translation Of Qomrah Show, Lujain Alumari, Ahmad Khuddro Dr Aug 2025

Investigating Cultural Issues Encountered In The Audiovisual Translation Of Qomrah Show, Lujain Alumari, Ahmad Khuddro Dr

Effat Undergraduate Research Journal

This study analyzed the issues of translation and subtitles of four episodes of the TV show Qomrah. This TV show is produced by ARAM Production House, hosted by Mr. Ahmad Al Shugairi and was aired on MBC channel during the month of Ramadan in 2016\1437 H. It is a competition show that encourages members of the Arabic society to produce and create a purposeful, positive and influential content that discusses their social, cultural and religious issues within their societies. This study aims to prove that the translator is the mediation between different languages, cultures and religions. It also aims to …


Analysis Of Linguistic Issues In Audiovisual Translation - Subtitling, Marwah Abdullah Hilabi, Ahmad Khuddro Dr Aug 2025

Analysis Of Linguistic Issues In Audiovisual Translation - Subtitling, Marwah Abdullah Hilabi, Ahmad Khuddro Dr

Effat Undergraduate Research Journal

Audiovisual Translation (AVT) is a term used for the translation which appears on screen. This product can be written in the form of subtitles, or spoken as in dubbing and it could be also done as a voiceover. This study discusses the AVT with subtitling as an example. Due to the massive growth of media, the need for professional translators and good translation is high. This study used an animated TV series called Fruits Basket as the main example of subtitling. This TV show is an English dubbed version of the Japanese series consisting of 26 episodes. Therefore, the first …


Swahili And English Sell, But What About Iraqw And Sukuma? Tanzanian Native Languages And Ethnic Affiliations In Bottom-Up Commercial Signage, Adventina Buberwa Aug 2025

Swahili And English Sell, But What About Iraqw And Sukuma? Tanzanian Native Languages And Ethnic Affiliations In Bottom-Up Commercial Signage, Adventina Buberwa

Journal of Humanities and Social Sciences

Policy statements in Tanzania forbid the use of ethnic community languages but permits Swahili and English in the public space. In this paper, we question the total absence of ethnic community languages in signposts in which previous studies of linguistic landscape attested the presence of unpermitted languages of Arabic, Chinese and Hindi. Under the auspices of the social identity theory, we envisaged the investigation and analysis of personal and place names on privately-owned commercial signposts. It has come out clearly that owners of the businesses represented would no doubt hope that the names they include in their signage would appeal …


Intelligent Control Of Wind Turbines: A Neural-Fuzzy Controller For Pitch And Yaw Angle Regulation Under Variable Wind Conditions, Salah Ali Daoud, Samir Ali Amin, Salah Sabeeh Abed Al Kareem Aug 2025

Intelligent Control Of Wind Turbines: A Neural-Fuzzy Controller For Pitch And Yaw Angle Regulation Under Variable Wind Conditions, Salah Ali Daoud, Samir Ali Amin, Salah Sabeeh Abed Al Kareem

Al-Farahidi Expert Systems Journal

By modifying the pitch and yaw angles of the blades, the study presents a hybrid neural-fuzzy controller for wind turbines that enhances performance in variable wind conditions. The suggested system integrates fuzzy logic (for decision-making) and artificial neural networks (for learning), unlike conventional PID and fuzzy PID controllers, which have trouble with nonlinear dynamics. It employs two stages of control: pitch control at high wind speeds and yaw control at low wind speeds. The hybrid controller performs noticeably better than PID-based techniques, according to MATLAB/Simulink simulations, lowering pitch control error by 40%, stabilizing the system in 0.1 seconds instead of …


Phase 1 Clinical Trial Of ¡Iniciando! La Adultez: A Culturally Tailored Intervention For Transitioning Latino Young Adults With Autism, Antonio F Pagán, Ana Esparza, Ana Ramirez, Miriam Ortiz, Linda Hernandez, Mary Beth Morgan, Geohanna Noel, Alejandro L Pagán, Jada Salas, Katherine Maurano, Grace Sattem, Leela Sydow, Noor Ahmed, Katherine A Loveland, Cecilia Montiel-Nava, Ron Acierno Aug 2025

Phase 1 Clinical Trial Of ¡Iniciando! La Adultez: A Culturally Tailored Intervention For Transitioning Latino Young Adults With Autism, Antonio F Pagán, Ana Esparza, Ana Ramirez, Miriam Ortiz, Linda Hernandez, Mary Beth Morgan, Geohanna Noel, Alejandro L Pagán, Jada Salas, Katherine Maurano, Grace Sattem, Leela Sydow, Noor Ahmed, Katherine A Loveland, Cecilia Montiel-Nava, Ron Acierno

Faculty, Staff and Student Publications

This Phase 1 clinical trial evaluated ¡Iniciando! la Adultez, a culturally adapted intervention for Latino autistic young adults (n = 56) and their parents (n = 63). Young adults showed significant post-treatment improvements on measures of social responsiveness (SRS-2), adaptive behavior (ABAS-3), executive functioning (BRIEF-A), quality of life (WHOQOL-BREF), transition readiness (TRS-A), coping self-efficacy (CSES), and emotion regulation (DERS-SF). Parents reported significant improvements in their perceptions of their child’s social responsiveness, adaptive behavior, and executive functioning, as well as increased transition readiness ratings. Notably, parents evinced a significant decrease in acculturative stress (RASI) and depressive symptoms (PHQ-9), however, …


Recruiting, Retaining, And Culturally Sustaining Latine Teachers In A School District With A High Population Of Latine Students, Lisa Garcia Simms Aug 2025

Recruiting, Retaining, And Culturally Sustaining Latine Teachers In A School District With A High Population Of Latine Students, Lisa Garcia Simms

Electronic Theses and Dissertations

Latine students make up 52% of the Denver Public Schools (DPS) population, yet only 23% of its teaching force is Latine. This imbalance has real implications for student experience and opportunity. In 2024, DPS commissioned the La Raza Report, which detailed challenges faced by Latine students and educators and called for systemic improvements. The findings highlighted a clear need to strengthen recruitment, retention, and culturally sustaining support for Latine educators.

This improvement science project investigated how DPS might improve the experiences of Latine teachers—engaging educators across career stages, with a particular focus on supporting early-career Latine teachers —through identity-affirming mentorship …


Developing Deep Learning Methods For Cognitive Impairment Detection Based On Non-Invasive Data, Muath Alsuhaibani Aug 2025

Developing Deep Learning Methods For Cognitive Impairment Detection Based On Non-Invasive Data, Muath Alsuhaibani

Electronic Theses and Dissertations

Cognitive impairment detection is on the rise to help reduce the burden of healthcare costs on institutions and individuals. Mild Cognitive Impairment (MCI) is an early stage of cognitive decline progressing to Alzheimer’s disease (AD) or AD-related Dementia (ADRD). Detecting the early stages of AD/ADRD is crucial for early interventions among older adults to mitigate cognitive decline over time. However, the current diagnostic methods are often costly and/or invasive, such as MRI and PET scans. Thus, the search for non-invasive and cost-effective screening tools for the early detection of cognitive impairment using speech, language, visual, and motor data is growing. …


Belonging: Stories From Multilingual Learners In The Linguistic Minority, Riley Stouffer Aug 2025

Belonging: Stories From Multilingual Learners In The Linguistic Minority, Riley Stouffer

Electronic Theses and Dissertations

This qualitative case study examines how multilingual learners in the linguistic minority (MLLMs) experience connection and belonging in a Rocky Mountain middle school. Although multilingual learners (MLs) have received increased attention, MLLMs, whose home languages are not widely spoken in the school context, remain overlooked. Grounded in Krashen’s (1982) Affective Filter Hypothesis and Wills and Shinar’s (2000) Supportive Functions of Belonging, this study explores how MLLMs navigate school, what fosters or hinders belonging, and how these experiences shape engagement.

Data from semistructured interviews, classroom observations, and field notes with eight MLLM students in grades 6–8 revealed that belonging was fostered …


A Guidance Practice Model: Reframing Prevention, Identification, And Treatment Of Trauma-Impacted Students With Intellectual Disabilities, Mark H. Thomas Aug 2025

A Guidance Practice Model: Reframing Prevention, Identification, And Treatment Of Trauma-Impacted Students With Intellectual Disabilities, Mark H. Thomas

Electronic Theses and Dissertations

The experience and exposure of trauma among youth, especially continuous traumatic experiences, poses considerable risks of long-term effects. Moreover, untreated trauma and subsequently negative mental health outcomes, like anxiety and depressive disorders, can negatively impact the psychosocial and academic functioning of students. One population that is generally overlooked regarding mental health in schools are students with intellectual disabilities (ID). This is problematic as this population is at an increased risk of traumatic experiences, such as maltreatment and social exclusion.

Moreover, the comorbidity of trauma and internalizing disorders among students with ID can exacerbate already existing challenges and deficits with social …


Essays On Economic Behaviour, Yiting Guo Aug 2025

Essays On Economic Behaviour, Yiting Guo

Lingnan Theses (MPhil & PhD)

My PhD thesis comprises three studies. The first study examines prosocial behavior; the second analyzes vaccination behavior; and the third investigates communicative behavior in the context of trade. Specifically, the first study investigates the impact of donation visibility on individual prosocial behavior. It develops a sequential-move model based on the prosocial behavior framework proposed by Benabou and Tirole (2006). In Stage 1, individuals decide whether to attend a charity event, and if so, in Stage 2, decide on the amount to donate. In this model, an individual’s decision to engage in prosocial behavior is influenced by three main factors: intrinsic …


Examining Whiteness: A Narrative Inquiry Into Racial Identity Among White Women In Study Abroad Programs, Audrey Moreno Townsend Aug 2025

Examining Whiteness: A Narrative Inquiry Into Racial Identity Among White Women In Study Abroad Programs, Audrey Moreno Townsend

Electronic Theses and Dissertations

The purpose of this narrative inquiry study was to better understand race in contexts both domestically and abroad through the perspectives and experiences of white women who studied abroad outside of Europe and the Anglosphere. The investigation explored on how these experiences shaped white women’s understanding of racial identity upon returning to their home institutions. The research question which was addressed was: How do white women experience study abroad programming? Research highlights a critical gap in existing literature on this topic. While white women are centered in the study, it is contextualized considering how People of Color experience the world. …


Path Analysis Of Filipino Nurses' Intent To Stay In The United Kingdom, Blaise B. Nieve, Sarah Bernadette L. Baleña Aug 2025

Path Analysis Of Filipino Nurses' Intent To Stay In The United Kingdom, Blaise B. Nieve, Sarah Bernadette L. Baleña

Creating Healthy Work Environments (CHWE)

Nature and Scope. Nurse attrition remains a significant issue in the UK, particularly among Filipino nurses, who form a substantial portion of the healthcare workforce.

Research Method. This descriptive-correlational study utilized path analysis to identify the best-fit model for predicting the intent to stay among Filipino nurses in the UK, based on job embeddedness, sociocultural adaptation, and job satisfaction. Purposive sampling was employed to recruit 553 respondents, all of whom were Filipino nurses of legal age, qualified to practice in the UK, and employed as registered nurses for at least one year in the public or private sector. Data were …


Correlating Cross-Service Behavioral Signals To Identify Coordinated Inauthentic Activity, Mithun Kumar S R Aug 2025

Correlating Cross-Service Behavioral Signals To Identify Coordinated Inauthentic Activity, Mithun Kumar S R

Defensive Publications Series

Some systems for detecting fraudulent user-generated content (UGC) can be siloed and reactive, analyzing individual pieces of content or account metrics in isolation, which may leave them susceptible to coordinated campaigns spanning multiple services. A system and method are described that can construct a unified cross-service behavioral graph to address such challenges. This graph can ingest and correlate metadata from user activities across disparate services, for example, productivity, payment, and communication platforms, to identify precursor signals that may be indicative of fraudulent intent. By analyzing patterns such as co-reviewing, temporal pulsing, and suspicious cross-service coordination (e.g., template creation), the system …


Vanuatu And The International Court Of Justice: A Food Studies Approach To Climate Governance And Power, Amy Katherine Bentley Aug 2025

Vanuatu And The International Court Of Justice: A Food Studies Approach To Climate Governance And Power, Amy Katherine Bentley

Theses - ALL

Vanuatu is a leader among small island developing states (SIDS) working to influence global climate change governance, using international diplomacy as its best defense against the climate crisis. In 2023, Vanuatu spearheaded a successful campaign for the United Nations General Assembly to request an advisory opinion (AO) from the International Court of Justice (ICJ) clarifying nations’ legal obligations related to climate change. This study uses a food studies approach to explore Vanuatu’s success in its climate governance campaign, focusing on the relationships between food sovereignty, climate justice, and power. To investigate this subject, I used an interdisciplinary literature review and …


Aligning Novice Special Educators Classroom Practices, Mentoring Support, And Needs With Discrit Classroom Ecology, Kaitlyn Stillwagon Aug 2025

Aligning Novice Special Educators Classroom Practices, Mentoring Support, And Needs With Discrit Classroom Ecology, Kaitlyn Stillwagon

Theses and Dissertations

This multiple case study investigates the alignment of novice special educators’ classroom practices, mentoring supports, and expressed needs with DisCrit Classroom Ecology. Situated in a large, urban city in the Northeast United States, this study centers the experiences of novice special educators and their mentors to examine this alignment to uncover gaps and best practices for improved mentoring support for novice special educators. Data were collected through semi-structured interviews, classroom artifacts, and teacher reflection journals. Thematic analysis using both deductive and inductive coding revealed that novice special educators demonstrated emerging entry points toward DisCrit aligned practices, particularly in the use …


Asian/Asian American College Students’ Help-Seeking Attitudes For Adhd, Nandini Jhawar Aug 2025

Asian/Asian American College Students’ Help-Seeking Attitudes For Adhd, Nandini Jhawar

Dissertations - ALL

Background: Asian/Asian American (AA) college students are least likely to engage with ADHD treatment compared to other racially minoritized groups, which may increase their risk for negative outcomes from untreated ADHD symptoms. Public stigma of ADHD contributes to these negative help-seeking attitudes. This study used the minority stress theory to examine if the distal and proximal stress of internalization of the model minority myth, a racial stereotype, influences the relationship between public stigma and help-seeking attitudes. Methods: Participants were undergraduate students recruited from nine geographically diverse universities in the United States. Data was collected over two academic years and included …


In Defense Of Metaphysics: A Defense Of The Value And Methodological Soundness Of Metaphysics Understood As Structural Modeling, Sean Nalty Aug 2025

In Defense Of Metaphysics: A Defense Of The Value And Methodological Soundness Of Metaphysics Understood As Structural Modeling, Sean Nalty

Dissertations - ALL

The aim of this dissertation is to provide a defense of the value and methodological soundness of contemporary analytic metaphysics against a variety of recent anti-metaphysical and scientistic critiques. In Chapter 1, I attempt to answer (at least provisionally) a surprisingly difficult question: what is metaphysics, anyway? I suggest seven adequacy constraints on an answer to this question, and then test five historically and contemporarily influential candidate characterizations of metaphysics against these constraints. Finding each candidate lacking, I close by proposing an ecumenical conception of metaphysics — what I call the structural modeling conception — according to which metaphysics aims …


Fertile, Social, Dangerous, Sacred, Gift, And System: Religion, Salt City Harvest Farm, And The Future Of Human Shit, Sarah Elizabeth Nahar Aug 2025

Fertile, Social, Dangerous, Sacred, Gift, And System: Religion, Salt City Harvest Farm, And The Future Of Human Shit, Sarah Elizabeth Nahar

Dissertations - ALL

Shit, the taboo term for the human excreta that exits the anus, can be understood as sacred. Shitting, the vulgar verb to describe the act of discarding solid excreta, can likewise be understood as religious ritual activity. This counters the Dominant Social Paradigm (DSP) in the United States (US) of the placement of shit as profane, and shitting as unceremonial. An aim of this dissertation is to reclaim the word shit from the realm of what the DSP has rendered invisible and unspeakable, and spark rigorous academic discussion about it in the context of Religion and Environmental Studies. The DSP …


Premenopausal And Postmenopausal Malignant Cervical Cancer Diagnosis Among Disaggregated Subethnic Groups Of Asian American Women In The United States, Nilofar Haider Mirza Aug 2025

Premenopausal And Postmenopausal Malignant Cervical Cancer Diagnosis Among Disaggregated Subethnic Groups Of Asian American Women In The United States, Nilofar Haider Mirza

Walden Dissertations and Doctoral Studies

Despite being the United States' fastest-growing and diverse population, Asian Americans are often aggregated with Native Hawaiian and Pacific Islanders in prior research, resulting in masking disparities in cervical cancer screening/diagnosis among Asian American subethnic groups. Guided by Bronfenbrenner's ecological model, the association between disaggregated subethnic groups and cervical cancer diagnosis among Asian American women aged 20+ in the United States was examined using binary logistic regression. How histology type/behavior and age at diagnosis moderate the relationship between disaggregated subethnic groups and cervical cancer diagnosis was also explored. A quantitative cross-sectional design was employed using cases (N=1014) from the U.S. …


State Nationalism, Islamic Movements, And Islamist Parties: Exploring The Linkages, Raza Habib Raja Aug 2025

State Nationalism, Islamic Movements, And Islamist Parties: Exploring The Linkages, Raza Habib Raja

Dissertations - ALL

This dissertation investigates the variation in the electoral mobilization of Islamist parties in Pakistan, Tunisia, and Turkey using comparative historical analysis. These Muslim-majority countries (MMCs) have experienced free and fair elections, yet the electoral success of Islamist parties varies considerably among them. In Turkey and Tunisia, Islamist parties have mobilized successfully and won power at the national level, whereas in Pakistan, they have largely underperformed. This study argues that the root cause of these differences lies in the historical decisions made by the political elite regarding the role of Islam in fostering nationalism and state-building at the time of independence. …


Ectopic Adipose Tissue In Subsistence Populations With Minimal Coronary Disease, Large Left Atria, And Very Low Rates Of Atrial Fibrillation, Randall C. Thompson, Benjamin C. Trumble, Daniel K. Cummings, Angela D. Neunuebel, Paul L. Hooper, Samuel Wann, Adel H. Allam, Frances Neunuebel, Benjamin D. Gans, Samantha I. King, Edmond Seabright, Caleb E. Finch, Margaret Gatz, Kenneth Buetow, Michael I. Miyamoto, Guido P. Lombardi, M. Linda Sutherland, James D. Sutherland, Christopher J. Ward, Madeleine J. Lee, Ashna Mahadev, Daniel Eid Rodriguez, David E. Michalik, Chris J. Rowan, Tianyu Cao, Jonathan Stieglitz, Cameron M. Quick, Gregory S. Thomas, Jagat Narula, Damini Dey, Michael Gurven, Hillard Kaplan Aug 2025

Ectopic Adipose Tissue In Subsistence Populations With Minimal Coronary Disease, Large Left Atria, And Very Low Rates Of Atrial Fibrillation, Randall C. Thompson, Benjamin C. Trumble, Daniel K. Cummings, Angela D. Neunuebel, Paul L. Hooper, Samuel Wann, Adel H. Allam, Frances Neunuebel, Benjamin D. Gans, Samantha I. King, Edmond Seabright, Caleb E. Finch, Margaret Gatz, Kenneth Buetow, Michael I. Miyamoto, Guido P. Lombardi, M. Linda Sutherland, James D. Sutherland, Christopher J. Ward, Madeleine J. Lee, Ashna Mahadev, Daniel Eid Rodriguez, David E. Michalik, Chris J. Rowan, Tianyu Cao, Jonathan Stieglitz, Cameron M. Quick, Gregory S. Thomas, Jagat Narula, Damini Dey, Michael Gurven, Hillard Kaplan

ESI Publications

Background

Greater deposits of epicardial adipose tissue are associated with atrial fibrillation and coronary disease, but have not been studied in subsistence populations.

Methods

We performed CT imaging to measure coronary artery and thoracic aortic calcium (CAC, TAC), epicardial fat thickness (EFT), liver density, and left atrial (LA) anteroposterior diameter and, using a deep learning-enabled software program, epicardial and thoracic fat volume (EFV, TFV), in two remote Amerindian subsistence populations with minimal coronary artery calcification and virtually no atrial fibrillation. We compared 893 adult Tsimane (mean age 58.3±10.5 y, 51.6% male), 440 Moseten (55.9±10.4 y, 53.6% male) to 955 U.S. …


Impact Of Retrieval Augmented Generation And Large Language Model Complexity On Undergraduate Exams Created And Taken By Ai Agents, Erick S. Tyndall, Colleen Gayheart, Alexandre Some, Joseph Genz, Torrey J. Wagner, Brent T. Langhals Aug 2025

Impact Of Retrieval Augmented Generation And Large Language Model Complexity On Undergraduate Exams Created And Taken By Ai Agents, Erick S. Tyndall, Colleen Gayheart, Alexandre Some, Joseph Genz, Torrey J. Wagner, Brent T. Langhals

Faculty Publications

The capabilities of large language models (LLMs) have advanced to the point where entire textbooks can be queried using retrieval-augmented generation (RAG), enabling AI to integrate external, up-to-date information into its responses. This study evaluates the ability of two OpenAI models, GPT-3.5 Turbo and GPT-4 Turbo, to create and answer exam questions based on an undergraduate textbook. 14 exams were created with four true-false, four multiple-choice, and two short-answer questions derived from an open-source Pacific Studies textbook. Model performance was evaluated with and without access to the source material using text-similarity metrics such as ROUGE-1, cosine similarity, and word embeddings. …


A Pilot-Study Evaluating The Fidelity Of Chatgpt In Client Simulations, Eric Tod Beeson, Yusen Zhai, Russell Fulmer, Andrew M. Burck, Rakesh Maurya Aug 2025

A Pilot-Study Evaluating The Fidelity Of Chatgpt In Client Simulations, Eric Tod Beeson, Yusen Zhai, Russell Fulmer, Andrew M. Burck, Rakesh Maurya

Journal of Counselor Preparation and Supervision

Generative AI (genAI) is expanding in counselor education. This pilot study evaluated ChatGPT 4o's voice mode for simulating client scenarios during 53-minute mock-intake sessions with master’s-level counseling students. Analyzing eight domains (authenticity, consistency, emotional expression, empathy, cultural dynamics, self-awareness, goal setting, and role play confusion), ChatGPT’s responses showed good to excellent fidelity when compared to a typical client. Limitations such as formulaic and idealized responses raised authenticity concerns. ChatGPT offers a scalable, cost-effective tool for pre-practicum training, with potential to enhance skill development across the curriculum. Educators are encouraged to integrate genAI thoughtfully, prioritizing ethical considerations and iterative prompt refinement.


Reimagining The Counseling Profession: Preparing Counselors For Ai And Digital Health Integration, Carl J. Sheperis, Dusti L. Annan-Coultas, Caronne C. C. Rush Aug 2025

Reimagining The Counseling Profession: Preparing Counselors For Ai And Digital Health Integration, Carl J. Sheperis, Dusti L. Annan-Coultas, Caronne C. C. Rush

Journal of Counselor Preparation and Supervision

Digital health technologies including artificial intelligence (AI) are transforming mental healthcare delivery, creating new opportunities and challenges for counseling practice. This article examines digital health applications in counseling, including telehealth, mobile apps, digital therapeutics, virtual reality, and AI-powered tools. We explore key implications for practice, including enhanced accessibility, impacts on therapeutic relationships, and ethical considerations. The article presents a six-domain competency framework covering privacy and security, technical proficiency, ethical literacy, clinical integration, therapeutic adaptability, and administrative management. A case study illustrates the practical application of hybrid digital care, while a discussion of counselor education highlights the need for curriculum updates. …


Los Indigenismos Léxicos En Las Narrativas De Cabeza De Vaca Una Aproximación Filológica, Oswaldo Martínez Morones Aug 2025

Los Indigenismos Léxicos En Las Narrativas De Cabeza De Vaca Una Aproximación Filológica, Oswaldo Martínez Morones

Cuaderna Vía

No abstract provided.