Health Information Technology Commons^™

Sex-Based Disparities In Artificial Intelligence For Cardiovascular Disease: A Scoping Review, Maurgan Lee, Tarek Atasi, Michael Mclellan, Yodit Beru, Jason Booza

Population, Patient, Physician and Professionalism Projects

No abstract provided.

Post-Pandemic Telebehavioral Health: Sustaining And Regulating Remote Mental Health Care As A Core Modality, Weiqiao Dong

Dartmouth College Master’s Theses

The United States continues to face a persistent mental health crisis after the COVID-19 pandemic, raising a policy question about the long-term role and regulation of telebehavioral health as a core modality of care. This thesis examines that question through a case study of New York State, an early center of the pandemic and a leader in telehealth policy reform.

Guided by the Health Policy Triangle framework, this thesis integrates longitudinal data from all 62 New York counties for 2010-2025 with a 2025 cross-sectional dataset covering 61 counties. Seventeen standardized indicators are organized into four dimensions: geographic, economic, demographic, and …

Medical Tourism Patient Guidance: A Content Analysis Of Risk Reduction Guidelines Available To Global Health Seekers., Alicia Mason, Angela Ashmore

Faculty Submissions

This study examines medical tourism (MT) patient guidance messages intended to reduce procedural risks—those directly related to biomedical treatments—and process risks, which involve logistical, administrative, and interpersonal challenges of seeking healthcare abroad. The analysis focuses on print and digital publications authored by individuals independent of the MT industry, including policy researchers, travel health experts, lifestyle reporters, and consumer-focused medical travel writers. Using a two-phase digital and database search strategy, 27 publications from 2009 to 2024 were identified and analyzed using exploratory content analysis methods. Findings reveal important differences in the scope and depth of guidance aimed at reducing risks for …

Internalized Colorism As A Gendered Barrier To Skin Cancer Information Avoidance Among Hispanic College Students, Soo Yun Kim, Wan-Lin Chang

Communication Faculty Publications

Skin cancer disparities persist among racial and ethnic minority populations, yet sociocultural factors shaping engagement with preventive health information remain understudied. This study examines whether internalized colorism functions as a barrier to skin cancer information avoidance among Hispanic college students and whether these associations differ by sex. Using survey data from 300 undergraduates at a Hispanic-serving institution, hierarchical regression analyses examined how three dimensions of colorism, including self-concept, attractiveness, and upward mobility, were associated with skin cancer information avoidance. Results indicated that only the attractiveness dimension predicted information avoidance. This association was moderated by sex, such that attractiveness-based colorism was …

When The Therapist Is An Algorithm: Understanding Autism Spectrum Students’ Acceptance Of Generative Ai As A Mental Well-Being Tool Through The Technological Acceptance Model, Jossy P. George, Peter Muttungal, Benny Jeyekumar Davidson, Nishi Priya

Northeast Journal of Complex Systems (NEJCS)

This study examines the psychological and technological factors of the acceptance and emotional well-being of 349 college students with autism who use generative artificial intelligence tools as sources of psychological and emotional support. Grounded on the model of Technology Acceptance Model (TAM), the research studies relationships among perceived empathy, perceived usefulness, ease of use, emotional trust, continuance intention, and overall well-being. Structural equation modelling found that the perceived empathy was a significant predictor of ease of use and usefulness, while emotional trust and continuance intention proved to be significant predictors of emotional well-being. To reinforce these results, predictive modelling performed …

Towards Dementia-Inclusive Digital Text-Based Health Information: A Multi-Method Investigation Of Cognitive And Affective Accessibility, Margi Engineer

All Dissertations

This dissertation examines the accessibility, readability, emotional tone, and trustworthiness of digital, text‑based dementia information and investigates how older adults with and without dementia cognitively and affectively engage with such content. It further explores the potential of generative AI to improve dementia information delivery through the development of a domain‑specific retrieval‑augmented generation (RAG) large language model (LLM) chatbot designed to deliver accessible, stigma‑free information. The dissertation comprises four studies using complementary quantitative and qualitative methods. Study I conducts a large‑scale content analysis of 300 medical articles, 35 websites, and 50 blogs, applying readability metrics, LIWC‑based linguistic and sentiment analysis, and …

Drug Risk Knowledge Discovery For Western Medicines Based On Knowledge Graph Link Prediction, Jianxiang Wei, Ma Hengyuan Ma, Yuehong Sun, Wenwen Du, Letian Hu

Journal of Scientific Information Research

[Purpose/significance] The risk information contained in drug instructions is usually incomplete, and some new adverse reactions can only be discovered in actual clinical use. This paper proposes an information organization and knowledge discovery method for pharmacovigilance, in order to timely and accurately identify missing risk knowledge in drug instructions. [Method/process] Drug instructions of 8 152 Western medicines are collected as the research data; On the basis of ontology construction, data annotation, and model training, the UIE model is used to jointly extract entity and relationship triplets from the research data; A new knowledge graph link prediction method CompGCN-RotatE, is proposed, …

Research On Temporal Knowledge Graph Completion Method For Emergent Events Based On Bigru And Graph Contrastive Learning, Peng Wu, Zhenyu Lu, Xuechen Zhang

Journal of Scientific Information Research

[Purpose/significance] During emergencies, social media short texts contain critical information but are heavily interfered with by noise. Traditional static knowledge graph completion techniques struggle to effectively address their dynamic evolution and data sparsity issues, making it imperative to introduce temporal modeling methods. [Method/process] This study proposes a dynamic completion framework that combines the temporal feature capture capability of Bidirectional Gated Recurrent Units (BiGRU) with the noise-resistant representation learning advantages of Graph Contrastive Learning (GCL). At the completion level, the ConBiTE method is introduced, which captures temporal dependencies through self-attention mechanisms and BiGRU, while leveraging GCL to enhance the completion of …

How Digital News Impacts Health Knowledge And Decisions, Ellya Asatryan

Pepperdine Journal of Communication Research

This literature review examines how digital news and online health information (OHI) influence health knowledge and decision-making. This review focuses specifically on young adults, who increasingly rely on digital platforms for health information. Evidence indicates that OHI can support informed health decisions, such as lifestyle changes and self-care, particularly when individuals possess higher digital health literacy. However, the rise of social media, influencer marketing, and misinformation complicates these effects, making critical evaluation skills essential. Trust in digital health news is mediated by source credibility, exposure to misinformation, and individuals’ media and health literacy levels. Lower health literacy is associated with …

Coordinated Telehealth For People With Parkinson’S Disease: A Qualitative Comparison Of Providers’ And Patients’ Experiences, Erin J. Bush, Reshmi L. Singh, Josephine Cox, Merrill R. Landers, Annalisa V. Piccorelli

The Qualitative Report

Telehealth increases access to allied healthcare in rural areas. People with Parkinson’s disease (PD) need improved access to health care, and from a patient-centered perspective, the coordination of their healthcare should be a priority. Four speech-language pathologists, two physical therapists, two pharmacists, and two study coordinators provided a coordinated allied healthcare intervention for people with PD in rural Wyoming and Nevada. Both the providers of the intervention, as well as the participants who received it, were interviewed about their experiences with the eight-week intervention and asked about aspects that were successful or unsuccessful. Through a naturalistic paradigm using a qualitative …

Digital Touchpoints: Investigating Contact Page Accessibility And Visual Authenticity Within Medical Tourism Health Websites, Alicia Mason, Elizabeth Spencer, Kristen Livingston, Treyton Meyers, Sakshi Bhati, Himika Akram

Faculty Submissions

This study examines two critical digital touchpoints on medical tourism provider (MTP) websites: (1) the accessibility of contact pages which often function as entry points for inquiries, scheduling, and pre-travel coordination, and (2) the authenticity of visual imagery used to shape expectations about care environments, personnel, and technological capacity. A sample of 105 MTPs across all six World Health Organization regions were analyzed using quantitative web accessibility testing and qualitative visual analysis. Results indicate pervasive accessibility errors on contact-page touchpoints and extensive reliance on inauthentic imagery to depict patients, providers, and medical technologies. Together, these practices may distort user expectations …

Abortions In The Mountain West, 2022-2025, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet presents data on the number of abortions provided annually in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah between July 2022 and June 2025. The data are retrieved from the Society of Family Planning’s #WeCount report,  which includes data on abortion volume across all 50 U.S. states and Washington, D.C. This fact sheet focuses on the administration of both in-person and telehealth abortions in the Mountain West.

Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson

Psychology Faculty Publication Series

Humanity is evolving its consciousness at individual and collective levels.  Given these seemingly tumultuous times, as of this writing (January 2026), to make such a statement may sound like a strange thing to say.  However, I suggest that if you are alive today and if you are reading these words, these are the very times for which you were born—to assist Humanity as it evolves its consciousness with your unique gifts, whatever they may be.  That is, this period of our individual and collective human being-ness may be characterized as an unfolding period of weeding out and alignment with the …

Communication's Effect On Consent, Spencer Hood, Anthony Carter, Kyle Jiganti, Jesse Hinckley

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Bridging The Language Gap: The Impact Of In-Person Versus Remote Interpreter Services On Medication Adherence And Patient Safety In Adult Spanish-Speaking Patients, Ashley E. Alarcon Martinez, Jocelyn N. Lopez Maradiaga

Nursing | Senior Theses

Background: Significant health inequities are caused by language barriers between patients and health care staff, resulting in miscommunication among adult Hispanic patients with low English proficiency, reducing medication adherence, impairing patient safety, and raising the possibility of medical errors. To address this issue, interpreter services, both in-person and remote translation, have been introduced in healthcare settings to enhance communication. Objective: The purpose of this study is to investigate the differences in patient safety and medication adherence between in-person and remote translation services for adult Hispanic individuals with limited English proficiency in healthcare settings. Methods: The proposed research involves five local …

Call To Action: A Telebehavioral Health Framework For Counselor Development, Brittany G. Suggs, Brittany J. Bice-Urbach, Marlene M. Maheu, Kenneth P. Drude, Donna Ford, Jocelyn Novella, Bradford Felker, Donald M. Hilty

Counseling & Human Services Faculty Publications

The widespread implementation of telebehavioral health (TBH) services, accelerated by the COVID-19 pandemic, created an urgent need for standardized competencies in counselor education. Many practitioners report minimal formal training, leading to significant variability in competence and a concerning gap between their confidence and actual preparedness. This article issues a call to action for counseling programs to adopt the interprofessional TBH competency framework from the Coalition for Technology in Behavioral Science (CTiBS). This structured, evidence-based roadmap outlines knowledge and skills for competent, ethical TBH practice across seven domains and three progressive levels: novice, proficient, and authority. Adopting this framework will enhance …

Designing Narrative-Based Ai Assistance For Sensemaking In Collaborative Environments: Case Studies In Education And Dementia Care, Dylan Edward Moore

Dartmouth College Ph.D Dissertations

This thesis addresses a gap in the human-computer interaction literature regarding the design, development, and evaluation of narrative-based AI assistance for collaborative, complex problem solving. I explore this design space through three case studies across the domains of education and dementia care. This work encompasses multi-year industry partnerships and longitudinal fieldwork, user-centered design, dataset curation, model training, and system evaluation.

Specifically, the first case study considers a story-based web platform for teaching AI literacy through peer-generated, personalized narrative scaffolding. Learners on the platform showed significant knowledge gains and other learning-related outcomes. To describe the novel design of this system, I …

Visual Aids And Numeracy In Healthcare: Leveraging The Drawing Effect, Zephyr J. Markley

Capstone Showcase

Healthcare decisions often require patients to interpret numerical risk information under stress, yet many struggle with low numeracy, which can distort comprehension and undermine informed consent. Well-designed visual aids can improve diagnostic inference, calibrate confidence, and support better choices, especially for patients with limited numeracy, but their impact depends on whether users can actually interpret the format accurately. Drawing may further enhance these tools by adding a tactile, generative layer that engages visual, semantic, and motoric processing while helping patients organize information into concrete models.

Passive visual aids appear useful but limited because they often position patients as observers rather …

Acceptability, Usability, And Clinical Integration Of A Clinic-Based Digital Game For Hpv Education: Qualitative Perspectives From Adolescents, Parents, And Healthcare Providers, Elizabeth Reifsnider, Satya Subedi, Nouran Ghonaim, Megan Whaley, Angela Chia-Chen Chen

Ellmer School of Nursing Faculty Publications

Background/Objectives: HPV vaccination is safe, effective, and recommended at ages 11–12, yet uptake remains suboptimal. Serious video games may offer an innovative strategy to deliver brief, engaging education during clinic visits. This qualitative paper, embedded within a mixed-methods study, examined adolescents’, parents’, and healthcare providers’ (HCPs’) perceptions of the acceptability, usability, and perceived clinical applicability of HPV Detective, a tablet-based digital game designed to provide HPV-related education to parent–child dyads during pediatric clinic wait times. Methods: Eight adolescent–parent dyads (N = 16) and three HCPs from university-affiliated pediatric clinics participated in 30–60-min semi-structured Zoom interviews. Interviews were audio-recorded, transcribed, and …

State Social Benefit Schemes For Women In Continuity Of Psychiatric Care: A Case Report, Mathumitha A, Kishor M. Manohar Rao Professor

Digital Journal of Clinical Medicine

Mental health disorders are a major global public health challenge. The disorders affect over a billion people worldwide, while depressive and bipolar spectrum disorders also contribute substantially to disability and reduced quality of life. According to the World Health Organization, major depression alone affects more than 300 million people globally and is considered a leading cause of years lived with disability. Beyond clinical morbidity, mental illnesses exert a profound economic impact, with depression and anxiety accounting for an estimated USD 1 trillion annually in lost productivity worldwide, while the overall global economic burden of mental disorders is projected to reach …

Personal Health Advice In The World Of Artificial Intelligence: An Assessment Of Responses From Chatgpt For Three Common Health Conditions In The Southern United States, Marion W. Evans Jr, Julie Harrison Swartz, Harrison Ndetan, Damian Francis, John Moore, Mary Kozub, Ernie Kaninjing, Jennifer Jones-Locklear, Debbie Greene, Josie Doss

Journal of Public Health in the Deep South

Background: Artificial intelligence (AI) applications within the health sciences including education and healthcare practice are now common. Patients are likely to apply AI to better understand their health status or to learn what they can do to improve their health.

Purpose: The purpose of this study was to evaluate outputs from ChatGPT for three common health conditions seen in the southern United States as to whether it would include medically biased care or lifestyle related advice, legitimate sources of information and to assess reading levels generated.

Methods: Health care professionals rated outputs in 4 areas and interrater …

Referral Strategies For Recruitment And Engagement Of Community Adults Into Online Extension Health Programs, Cheryl L. Eschbach, Dawn A. Contreras, Holly B. Tiret

Journal of Human Sciences and Extension

This article shares details behind building organizational capacity to establish program referrals for statewide recruitment of community adults into Cooperative Extension’s online health programs. This study explores the role of intentional recruitment strategies (active and passive) to increase participant program enrollment into health education and shares examples from one state that has created a trained workforce that offers ongoing research- and evidence-based programs. After many years of trying paper, phone, and electronic medical record methods to increase program reach, Michigan State University Extension tried an electronic referral process via a QR code and web link, accompanied by program marketing, to …

Parentcoach: Designing An Mhealth Parenting App To Enhance Parental Involvement In Adhd Support, Franceli L. Cibrian, Nancy Herrera, Jesus A. Beltran, Lucas M. Silva, Mikaela Pulse, Kayla Anderson, Cassie Zeiler, Luc Rieffel, Daniel I. Lee, Sabrina E. B. Schuck, Kimberley D. Lakes

Engineering Faculty Articles and Research

Introduction: Parents play a vital role in supporting self-regulation and managing behaviors in children with Attention-Deficit/Hyperactivity Disorder (ADHD). However, many face barriers to accessing consistent, evidence-based support. Mobile health (mHealth) technologies offer a promising way to deliver flexible, low-burden guidance for parents on best practices and strategies to support their children's self-regulation. However, designing them is non-trivial.

Objective: This paper introduces ParentCoach, a mobile application designed to support parents of children with ADHD through brief daily lessons, reflection prompts, and skill-building activities.

Methods: ParentCoach was developed in two phases: (1) secondary analysis of qualitative data from over 30 families …

Research On Users' Privacy Preferences For Digital Medical Health Information From The Perspective Of Sensitivity:Based On A Discrete Choice Experiment, Hongcan Zhu, Jili Chen, Kaidi Zheng, Xianchao Liu

Journal of Scientific Information Research

[Purpose/significance] This study investigates differences in digital medical-health information privacy preferences by measuring privacy sensitivity across diverse user groups in multiple contextual scenarios, analyzing variations both within user groups (across contexts) and between user groups (within the same context), thereby providing actionable insights for developing context-aware health information protection frameworks in digital healthcare services.

[Method/process] A model of users' sensitivity to digital medical health information was constructed based on contextual integrity theory, and an experimental study was conducted using a discrete choice experiment method. The model was verified and analyzed using a binary logistic regression model.

[Result/conclusion] The study shows …

Minimizing Travel Burden Of Gynecologic Cancer Surveillance Through A Unique Multidisciplinary Telehealth Program, Avni Shridhar, Suzanne Viator, Tara Castellano, Holly Provost, Navya Nair, Elizabeth Neupert, Amma Agyemang, Amelia Jernigan

School of Medicine Faculty Publications

OBJECTIVE: STEEL MAGNOLIAS (shared telehealth for multidisciplinary gynecologic cancer survivorship) is a novel gynecologic cancer surveillance care-delivery program in which rural patients see a close-by gynecologist in person with simultaneous virtual gynecologic oncology consultation. This study assesses feasibility of STEEL MAGNOLIAS by examining travel burden reduction, cancer outcomes, visit activities, guideline adherence, and patient satisfaction. METHODS: We retrospectively reviewed charts of patients with gynecologic cancer in remission under the STEEL MAGNOLIAS program in rural south Louisiana (March 2020-September 2023). Travel metrics, patient satisfaction, cancer outcomes, survival status, reasons for visit, and adherence to follow-up as per National Comprehensive Cancer Network …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Co-Designing A Digital Nutrition Intervention For Individuals With Severe Mental Illness Using The Behaviour Change Wheel, Ciara O'Sullivan, Tara Coppinger, Indika Dhanapala, Alison Merrotsy

Publications

Title: Co-Designing a Digital Nutrition Intervention for Individuals with Severe Mental Illness Using the Behaviour Change Wheel

Purpose: This study aims to develop a digital nutrition intervention for individuals with severe mental illness (SMI) residing in high-support mental health hostels, using a theoretically informed co-design approach.

Design/methodology/approach: This study will employ a participatory, mixed-methods approach, incorporating Public and Patient Involvement (PPI) to ensure user-centred intervention design. The Behaviour Change Wheel (BCW) guides the selection of intervention functions, Behaviour Change Techniques (BCTs) and delivery methods. The study will consist of three phases: (1) Preparation, (2) Co-Design, and (3) Finalisation.

Findings: Data …

Awareness, Knowledge, And Motivations About Lifespan, Healthspan, And Healthy Longevity Medicine In The General Population: The Healthy Longevity (Helo) Conceptual Framework, Belinda Wang, Anna Szucs, Elena Sandalova, E. J. Horberg, Paul A. O'Keefe, Louis Island, Hans J. Meij, Sonny Rosenthal, Andrea B. Maier

Research Collection College of Integrative Studies

The global population is ageing and the gap between lifespan (total years lived) and healthspan (years lived free of diseases) is increasing. Healthy Longevity Medicine (HLM) is an approach to optimise health and healthspan, and it has substantial public health implications. Despite those implications, the understanding of public perspectives on this field is lacking. The HEalthy LOngevity (HELO) framework was developed through a literature review guided by expert discussions across disciplines to include evidence-based concepts of health-related decision-making, ageing, and HLM. The framework organises concepts into three components. The first two components, awareness and knowledge, explore public perception and understanding …

Icanfeel: A Digital Art Activity To Support Distress Detection In Adult Oncological Patients, Marie J. Deschamps

Expressive Therapies Dissertations

Considered the 6th vital sign, distress, a combination of hopelessness, anxiety, fear, and depression, can impact patients’ quality of life, treatment adherence, and mortality. While screening is required in oncological centers, distress remains under-detected. This study examined the use of Icanfeel, a novel digital art-based tool, to complement traditional psychometric assessments such as Edmonton Symptom Assessment System (ESAS), to support patients’ expressions of symptoms and distress detection. Hospitalized adult oncological patients (N = 22) engaged twice with Icanfeel and with an active control condition. At various time points during the protocol, patients self-reported symptom burden using ESAS, self-disclosure …

Integrating Positive Psychology And Spirituality To Foster Meaning And Well-Being In Older Adults, Crystal Morris

Adultspan Journal

This perspective article explores the integration of positive psychology interventions (PPIs) and spirituality in therapy to foster meaning and well-being in older adults. It highlights exercises such as the positive introduction, positive legacy, character strengths, mindfulness, mindful-based yoga, and a manifestation prayer journaling. The interventions presented are tools to support older adults that may experience depression, difficult life transitions, and the search for renewed meaning. Therapists who integrate PPIs and spirituality into therapy can promote a holistic, non-pathological approach to treatment.