Digital Commons Network^™

Retracted: Idea Density And Grammatical Complexity As Neurocognitive Markers, Diego Iacono, Gloria Feltis

Department of Neurology Faculty Papers

Language, a uniquely human cognitive faculty, is fundamentally characterized by its capacity for complex thoughts and structured expressions. This review examines two critical measures of linguistic performance: idea density (ID) and grammatical complexity (GC). ID quantifies the richness of information conveyed per unit of language, reflecting semantic efficiency and conceptual processing. GC, conversely, measures the structural sophistication of syntax, indicative of hierarchical organization and rule-based operations. We explore the neurobiological underpinnings of these measures, identifying key brain regions and white matter pathways involved in their generation and comprehension. This includes linking ID to a distributed network of semantic hubs, like …

Continuous Glucose Monitoring Versus Self-Monitoring For Patients With Type 1 Diabetes: A Systematic Review And Meta-Analysis, Prayuth Poowaruttanawiwit, Kwanchai Rattanamanee, Nonnachanok Chaiyot, Saranpreeya Srisinroongruang

The Thai Journal of Pharmaceutical Sciences

Background: Patients with type 1 diabetes mellitus (T1DM) require intensive glucose monitoring to achieve optimal glycemic control and prevent complications. While self-monitoring of blood glucose (SMBG) has long been the standard approach, continuous glucose monitoring (CGM) offers real-time data and trend analysis that may enhance clinical decision-making.

Objective: This study aimed to evaluate whether CGM provides superior glycemic outcomes compared with SMBG in individuals with T1DM.

Materials and Methods: A systematic review and meta-analysis were conducted following preferred reporting items for systematic reviews and meta-analyses guidelines. Four randomized controlled trials involving T1DM patients using either CGM or SMBG were included. …

Educational Services And Language Congruency In Low-Income Children Who Are Deaf Of Hard-Of-Hearing, Courtney J. Austin, Dylan Chan, Jihyun Stephans

Research Colloquium

Background: Children who are deaf or hard-of-hearing (DHH) are required by United States law to have access to educational services through the Individuals with Disabilities in Education Act (IDEA). However, access to language-congruent providers, as well as supplemental services, varies considerably. Household income is associated with poorer hearing care access and outcomes in DHH children. We predict that access to supplemental, language-congruent DHH services is poorer in DHH children from lower-income homes.

Methods: This is a secondary, ad hoc exploratory study of DHH children aged 0-27 months enrolled in a randomized clinical trial (CT.gov: NCT04928209). Children were enrolled across all …

Artificial Intelligence In Head And Neck Cancer: Towards Precision Medicine., Jacob Hagen, Logan Hornung, William Barham, Supratik Mukhopadhyay, Ada Bess, Kevin Contrera, Kevin Contrera, Devraj Basu, Vlad Sandulache, Guillaume Spielmann, Sagar Kansara

School of Medicine Faculty Publications

Simple Summary: This review was conducted to highlight current and potential applications of artificial intelligence (AI) in the care of patients with head and neck cancer, the barriers to its clinical implementation, and the relative scarcity of research in this field. While AI has demonstrated success in other areas of oncology, its role in head and neck cancer remains limited, with progress slowed by technical, ethical, and logistical challenges. Nevertheless, integrating AI with multiomics approaches presents a promising opportunity to advance precision medicine in this patient population. The findings presented in this manuscript may encourage further multi-institutional studies aimed at …

Artificial Intelligence In Head And Neck Cancer: Towards Precision Medicine, Jacob Hagen, Logan Hornung, William Barham, Supratik Mukhopadhyay, Adam Bess, Kevin Contrera, Devraj Basu, Vlad Sandulache, Guillaume Spielmann, Sagar Kansara

Faculty, Staff and Students Publications

Over the past 20 years, the capabilities of artificial intelligence (AI) have gained significant interest. While AI has been implemented to various degrees in several disciplines, its unique applications in head and neck cancer (HNC) remain underdeveloped. This narrative review examines the existing body of literature regarding the use of AI in HNC. Studies to date have demonstrated AI’s utility across multiple phases of the HNC treatment continuum. Despite its promise, integrating AI into clinical practice faces several challenges, including concerns about system integrity, generalizability, privacy, and bias. In this review, we address these challenges and offer insights into future …

The Relationship Between Language And Musical Skill Development In Individuals With Complex Communication Needs: Implications For Interprofessional Pedagogical And Research Practice, Lisa Pierce-Goldstein

Educational Studies Dissertations

The relationship between music and language has long fascinated scholars and educators. Observational and experimental research has yielded evidence of music’s positive impact on language development. However, research has largely focused on individuals who primarily use speech to communicate. Individuals with complex communication needs (CCNs), who use augmentative and alternative communication (AAC) to communicate, are underrepresented in the literature.

Purpose: The primary purpose of this study is to gain a deeper understanding of the relationship between language development and musical skill development in individuals with complex communication needs using alternative assessment tools: the Communication Matrix (CM; i.e., language) and the …

Artificial Intelligence In Head And Neck Cancer: Towards Precision Medicine, Jacob Hagen, Logan Hornung, William Barham, Supratik Mukhopadhyay, Adam Bess, Kevin Contrera, Devraj Basu, Vlad Sandulache, Guillaume Spielmann, Sagar Kansara

School of Medicine Faculty Publications

Over the past 20 years, the capabilities of artificial intelligence (AI) have gained significant interest. While AI has been implemented to various degrees in several disciplines, its unique applications in head and neck cancer (HNC) remain underdeveloped. This narrative review examines the existing body of literature regarding the use of AI in HNC. Studies to date have demonstrated AI’s utility across multiple phases of the HNC treatment continuum. Despite its promise, integrating AI into clinical practice faces several challenges, including concerns about system integrity, generalizability, privacy, and bias. In this review, we address these challenges and offer insights into future …

Aphasia In South Asian Languages (Asal) Project: A Protocol Of Connected Speech Tasks For Investigating Cross-Linguistic Grammatical Profiles In Aphasia For South Asian Languages, Arpita Bose, Sakshi Bhatia, Lakshmi Venkatesh, Sayantani Banerjee, Gurujegan Murugesan, Sunila John, Sakshi Upadhyay, Manaswita Dutta, Mythili Menon, Danielle Fahey, Multiple Additional Authors

Speech and Hearing Sciences Faculty Publications and Presentations

Background

Languages vary in their syntactic (e.g. word order in sentences), lexical (e.g. presence of specific word classes), and morphological (e.g. inflectional or derivational forms of words) properties. This cross-linguistic variation in language typology influences the manifestation of agrammatic symptoms. However, most theoretical models of agrammatism are based on English and a few European languages, limiting their generalizability. This narrow focus neglects the rich syntactic, lexical and morphological variations available in languages globally. Clinically, the lack of language-specific characteristics of agrammatic impairments limits translational potential for precise and improved diagnosis. The Aphasia in South Asian Languages (ASAL) project addresses this …

Naming Practice Effects And Inconsistencies Relate To Treatment Outcome In People With Aphasia, Janina Wilmskoetter, Katherine Blackwood, Sigfus Kristinsson, Grant Walker, Julius Fridriksson, Deena Schwen Blackett, Dirk B. Den Ouden, Chris Rorden, Argye E. Hillis, Gregory Hickok, Sara Sayers, Leigh Ann Spell, Leonardo Bonilha

Communication Sciences and Disorders Faculty Articles and Research

Background and aims

Method

Defining Breast Epithelial Cell Types In The Single-Cell Era, G Kenneth Gray, Eric G Carlson, Tatyana Lev, Bailey Marshall, Austin D Reed, Alex P Sánchez-Covarrubias, Alecia-Jane Twigger, Aleix Puig-Barbe, Aatish Thennavan, Ayodele Omotoso, Lyndsay M Murrow, Deeptiman Chatterjee, Siyuan He, Sara Pensa, Brian Aevermann, Norbert K Tavares, Natalie Chen, Jason A Hilton, Kerrigan Blake, Yunlong Liu, Kiet Phong, Zev J Gartner, Devon A Lawson, Alexander Swarbrick, Camila O Dos Santos, Sophia H L George, Joan S Brugge, Mark A Labarge, Harikrishna Nakshatri, Nicholas Navin, Kai Kessenbrock, Walid T Khaled

Faculty, Staff and Student Publications

Single-cell studies on breast tissue have contributed to a change in our understanding of breast epithelial diversity that has, in turn, precipitated a lack of consensus on breast cell types. The confusion surrounding this issue highlights a possible challenge for advancing breast atlas efforts. In this perspective, we present our consensus on the identities, properties, and naming conventions for breast epithelial cell types and propose goals for future atlas endeavors. Our proposals and their underlying thought processes aim to catalyze the adoption of a shared model for this tissue and to serve as guidance for other investigators facing similar challenges.

Establishing Best Practices Guidelines For Collaborative Research In Global Surgery: Developing A Delphi Survey, Ramitha Eshan Ruwanpathirana, Swati Deshpande, Sophia Abdulhai, Mathilde Djeneba Billau, Sumeja Catic, Theresa L Chin, Julia N Harrison, Pratyush Kumar, Maria Cecilia T Leyson, Helen W Li, Katayoun S Madani, Arthur Serumaga, Margaret Tarpley, Grayson Wright, Nia N Zalamea, Joshua S Ng-Kamstra

Faculty, Staff and Students Publications

Background: Collaborative research in global surgery has resulted in the rapid development of the field via knowledge creation and dissemination, research capacity building, and direct improvements in the delivery of clinical care. Yet the establishment and maintenance of trans-boundary collaborations carries significant risk to health systems, clinicians, patients, and researchers, particularly if such collaborations are not developed thoughtfully and with appropriate guardrails. In recent years, there has been significant growth in the literature on the pervasiveness and impact of neocolonialism on global health research.

Methods: To harness the benefits of global surgery research collaboration while mitigating these risks, we reviewed …

Power And Inclusivity: Bolognesi Lgbtq Activists Reflect On The Italian Language, Lauren E. Duncan, Bruno Grazioli

Psychology: Faculty Publications

Research in psychology and linguistics identifies ways grammatically gendered language affects the ways in which people think, perceive, and make judgements in everyday life in ways that disadvantage women, and more recently, non-binary and trans people. Activists, scholars, and politicians have worked to identify and remedy the masculinist bias in the Italian language, with mixed results. In this research article we describe how ten Italian feminist LGBTQIA+ activists interviewed in Bologna in 2019 negotiate gendered language in their everyday lives and in their activism. Themes mentioned by the activists include how language constructs reality, both in its current restriction of …

Nurses’ Knowledge About Assisted Reproductive Methods And Their Awareness About It In Potential Immune-Related Outcomes Of Conceived Children, Salma Abd-Elatty Moawed, Abdallah Ahmed Said

Nursing

Abstract A rising worldwide health concern, infertility is impacted by a number of environmental and lifestyle factors. With cutting-edge methods like intrauterine insemination, intracytoplasmic sperm injection, and in vitro fertilization, assisted reproductive technology gives infertile couples hope. Because they provide clinical care, education, and emotional support before, during, and after assisted reproductive technology procedures, nurses are essential to its success. The purpose of this study is to assess nurses’ knowledge and awareness about assisted reproductive methods and the immune outcomes among the resulting children. A structured interview questionnaire will be used to gather data from 130 nurses as part of …

The Brescia International Multidisciplinary Consensus Guidelines On The Optimal Pathology Assessment And Multidisciplinary Pathways Of Non-Pancreatic Neoplasms In And Around The Ampulla Of Vater (Peripan), Mohammad Abu Hilal, Bas A Uijterwijk, Daniël H L Lemmers, Boris V Janssen, Marc G Besselink, Denise Bianchi, Arantza Fariña, Noriyoshi Fukushima, Anthony J Gill, Seung-Mo Hong, Alyssa Krasinskas, Claudio Luchini, Laura Melocchi, Giulio Rossi, Aldo Scarpa, Olca Basturk, Deyali Chatterjee, Angela Chou, Irene Esposito, Roger Feakins, Bas Groot Koerkamp, Ralph H Hruban, Stefano La Rosa, Chanjuan Shi, Aatur Singhi, Joanne Verheij, Huamin Wang, Sergio Alfieri, Fabio Ausania, Adnan Alseidi, Marco J Bruno, Ugo Boggi, Claudio Bnà, Christos Dervenis, Massimo Falconi, Michele Ghidini, Jakob W Kist, Giovanni Marchegiani, Michele Milella, Roberto Salvia, Ajith Siriwardena, Hanneke Wilmink, Alberto Zaniboni, Shaimaa Al-Janabi, Maia Blomhoff Holm, Eva Roos, Naoki Sano, In Hye Song, Zeynep Tarcan, Gianpaolo Balzano, Isabella Frigerio, Alfredo Guglielmi, Giuseppe Malleo, Horacio Asbun, Volkan Adsay, Caroline Verbeke

Faculty, Staff and Student Publications

IMPORTANCE: The lack of multidisciplinary workflow guidelines and clear definitions and classifications for neoplasms in and around the ampulla of Vater results in inconsistencies affecting patient care and research.

OBJECTIVE: The PERIPAN international multidisciplinary consensus group aimed to standardize the multidisciplinary diagnostic workflow and achieve consensus on definitions and classifications in order to ensure proper classification and optimal diagnostic assessment and consequently to improve patient care and future research.

DESIGN: An international team of 43 experts (pathologists, surgeons, radiologists, gastroenterologists, oncologists) from 12 countries identified knowledge gaps, reviewed 37061 articles, and proposed recommendations using the Scottish Intercollegiate Guidelines Network methodology …

¡Iniciando! La Adultez (Launching! To Adulthood): A Cultural And Linguistic Adaptation Of A Group Therapy Program For Young Adults With Autism Spectrum Disorder Transitioning To Adulthood, Antonio F Pagán, Katherine A Loveland, Ron Acierno

Faculty, Staff and Student Publications

Objectives: The transition to adulthood is a formative period of development for young adults with autism spectrum disorder (ASD), as they work towards independence and managing adult responsibilities. While evidence-based interventions have been developed for young adults with ASD, they have rarely been culturally and linguistically adapted for the Latino, Spanish-speaking community. The present study provided initial feasibility and acceptability data for a therapy program for Latino young adults with ASD transitioning to adulthood and their Spanish-speaking parents.

Methods: The culturally adapted and translated intervention, called ¡Iniciando! la Adultez, is a 10-week therapy program based on an evidence-based treatment ( …

The Luminos Project: Co-Designing A Short-Stay Suicide Support Model For Young People, Aims Hansen, Samantha Speirs, Kirsten Panton, Jacinta Freeman, Zrinka Highfield, Kieren Marshall, Eleanor Tighe, Laura Hemming, Bep Uink, Francis Mitrou, Vu Vuong, Ashleigh Lin

Research outputs 2022 to 2026

Background: Suicide was the leading cause of death among young Australians aged 15–24 years old in 2023, with 392 lives lost. The continued high numbers of youth suicide demand urgent exploration of alternative approaches to suicide intervention in this population. The United Kingdom-based suicide service Maytree offers an innovative short-term stay for people experiencing suicidal thoughts. Grounded by the Maytree model-of-care, the aim of the current study was to co-design a short-stay service responsive to the specific needs of suicidal young people. Methods: Semi-structured and focus group interviews with young people (n = 38), caregivers (n = 11) and key …

Old Frames On New Media: Health Misinformation In Black Digital Communities, Merriah Croston

Brown School Graduate Student Theses and Dissertations

Growing evidence suggests that health misinformation has the potential to proliferate on social media. However, our understanding of the problem’s magnitude continues to evolve. Despite several studies on health misinformation and Black communities in the United States (U.S.), few of these studies characterize misinformation within digital settings. This dissertation seeks to address this gap by: 1) synthesizing the literature on health misinformation and Black communities to identify prevalent misinformation topics and claims, characteristics of exposure to and belief in these topics and claims, and successful intervention strategies; 2) quantifying and characterizing the volume of COVID-19 misinformation on Black Twitter during …

Experiences Of Emotional Support Among Parents Of Children And Adolescents With Type 1 Diabetes: A Qualitative Study, Sahar S Eshtehardi, Marissa N Baudino, Barbara J Anderson, Deborah I Thompson, David G Marrero, Marisa E Hilliard

Faculty, Staff and Students Publications

Objective: Parents of youth with type 1 diabetes (T1D) experience substantial disease-specific demands and distress, yet their perceptions about the emotional support they receive related to the challenges of caring for a child with diabetes have not been well described. This research aimed to characterize the types of emotional support parents of youth with T1D receive and how they experience emotional support.

Methods: As part of a larger qualitative study on diabetes health-related quality of life, 23 parents (96% mothers) of youth with T1D (M age = 10.9 ± 3.8 years; 35% female) completed semi-structured interviews about various aspects of …

Curing The Peasant's Disease : Frank Oldt’S Work And Research On Hookworm Disease In South China, 1905-1926, Jiaying Fu

Lingnan Theses (MPhil & PhD)

While current scholarship on “hygienic modernity” in China focuses on the construction of urban health systems and institutional infrastructures, this study proposes an alternative analytical lens by foregrounding the domain of agricultural health. It aims to investigate how early twentieth-century medical researchers uncovered public health models grounded in China’s agrarian conditions. Taking the case of Frank Oldt (1879–1976), a medical missionary living in Guangdong between 1905 and 1926, this research examines how he identified, interpreted, and sought to mitigate the problem of hookworm disease—a parasitic condition intricately linked to China’s farming practices and rural environmental conditions.

Specifically, this thesis aims …

Psychometric Properties Of The Turkish Version Of The Palliative Care Attitude Scale (T-Pcas-9) In Cancer Patients, Sevgi Demir Çam, Neşe İşcan Ayyildiz, Hasan Evcimen, Timüçin Çil, Berna Bozkurt Duman

Makara Journal of Health Research

Background: A reliable, validated Turkish measurement tool will allow researchers to measure the impact of attitudes towards palliative care on other health outcomes in individuals with chronic and critical illness. This study aimed to examine the Turkish psychometric properties of the Palliative Care Attitude Scale (PCAS-9) for individuals with cancer.

Methods: The Turkish adaptation of the PCAS-9 (T-PCAS-9) included 505 cancer patients, who were aged >18 years, had a diagnosis of cancer, and no mental problems. The factor structure of the T-PCAS-9 was examined using exploratory factor analysis, confirmatory factor analysis, convergent-divergent validity, and measurement invariance analysis.

Results: The three-factor …

Braingenebot: A Framework For Variant Prioritization And Generative Pretrained Transformer-Informed Interpretation Across Polygenic Risk Score Studies, Gang Qu, Nitesh Enduru, Xinyi Liu, Xiaoqian Jiang, Zhongming Zhao

Faculty, Staff and Student Publications

Polygenic risk scores (PRS) are widely used to assess genetic susceptibility in Alzheimer's disease (AD) research. However, the rapid expansion of PRS studies has led to dataset-specific biases-stemming from factors like population makeup, genotyping methods, and analysis pipelines-that result in inconsistent variant prioritization and limit generalizability and reproducibility. To address these challenges, we propose a transductive learning framework that integrates multiple PRS datasets for more robust risk variant prioritization, incorporating genome-wide association study (GWAS) priority scores as biologically informed priors. Additionally, we introduce BrainGeneBot, an AI-driven tool leveraging generative pretrained transformers with retrieval-augmented generation technology to streamline genomic analyses in …

Rampes: Unveiling The Ideal Counselor Traits In The Sanghyang Siksakandang Karesian Manuscript, Ade Hidayat, Mamat Supriatna

Jurnal Kajian Bimbingan dan Konseling

This study aims to describe the ideal characteristics of a counselor based on the values contained in the Sanghyang Siksakandang Karesian (SSK) manuscript. A hermeneutic approach was employed to interpret the meaning of the text from the perspective of guidance and counseling grounded in local wisdom. The findings indicate that the concept of Rampes, mentioned 24 times in the manuscript, serves as the foundation for shaping a counselor’s professional, moral, and integrative character. This concept comprises three dimensions: (1) Bakti, which reflects religious awareness as a creature of God as well as a commitment to ethical behavior; (2) Wastu Siwong, …

Earth Care Trusted Messengers Vaccine Access Project, Camille Velarde, Theresa H. Cruz

Reports & Documents

The Earth Care Trusted Messengers Vaccine Access Project was a two-month intervention implemented in Santa Fe, New Mexico in spring 2025 to address persistent barriers to COVID-19 and routine vaccine access among Spanish-speaking communities. Using a peer-to-peer “Trusted Messenger” model, respected community members received training in vaccine knowledge, communication strategies, and community organizing before hosting small house meetings to share accurate information, address concerns, and build trust.

A mixed-methods evaluation included pre/post/follow-up surveys, weekly house meeting questionnaires, and a final focus group. Quantitative results demonstrated substantial increases in participants’ confidence across all domains, including vaccine knowledge, communication skills, and ability …

Bridging Diagnostic Safety And Mental Health: A Systematic Review Highlighting Inequities In Autism Spectrum Disorder Diagnosis, Abirami Srivarathan, Andrea Bradford, Sara Shearkhani, Layla Heimlich, Sheryl Jefferson, Kristen E Miller, Kelly Smith, Helen Haskell, Traber D Giardina

Faculty, Staff and Students Publications

Introduction: There is increased recognition that diagnostic errors disproportionately affect marginalised and underserved patient populations in the USA. However, evidence on diagnostic inequities in mental disorders is sparse and not well integrated into the overall diagnostic safety literature.

Objective: We systematically reviewed and narratively synthesised evidence on inequities in diagnosis of mental disorders, guided by the Diagnostic Process Framework developed by The National Academies of Sciences, Engineering, and Medicine.

Methods: We conducted a systematic review and a narrative synthesis. Medline, Embase, PsycInfo and CINAHL were searched for studies published between 2015 and 2024. Studies were eligible if they reported on …

Single-Neuron Datasets For Linguistic And Semantic Processing In The Human Amygdala And Hippocampus, Yue Wang, Runnan Cao, Jon T Willie, Peter Brunner, Shuo Wang

2020-Current year OA Pubs

Understanding linguistic and semantic processing in the human brain involves exploring intricate neural networks. However, it remains unclear whether and how the amygdala and hippocampus are involved in these processes. Here, we recorded single-neuron activity from the human amygdala and hippocampus while neurosurgical patients with intractable epilepsy performed various language tasks. Specifically, we recorded from 68 neurons in 7 patients for the visual language localizer task, 115 neurons in 12 patients for the auditory language localizer task, 88 neurons in 9 patients for the TIMIT task, and 51 neurons in 4 patients for the natural story task. Together, our comprehensive …

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, …

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. …

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. …

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

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. …