Digital Commons Network^™

Content Matters, Context Matters: Unraveling Behavior Dynamics In An Online Health Community For Tobacco Cessation, Tavleen Singh, Runzhi Zhou, Kayo Fujimoto, Sahiti Myneni

Faculty, Staff and Student Publications

Objectives: The objective of this research was to examine the content and context-specific information diffusion patterns underlying communication pertaining to tobacco use from online health communities (OHCs).

Materials and methods: We utilized a mixed-methods approach comprising multidimensional qualitative coding to identify themes and communication attributes, automated text analysis leveraging advances in large language models (LLMs) to classify message content and context, and social network analysis to examine the dynamics of peer interactions in this study. Using QuitNet, an online tobacco cessation forum (n = 64 632 members, n = 2.39 million forum messages spanning 2000-2015), we extracted message-level features …

Articulator Volume 32, Issue 2

Metro Denver Dental Society Articulator Magazine

The 2nd Quarter 2026 issue of The Articulator explores the growing intersection between oral health and whole-body wellness, with a focus on oral-systemic health, interdisciplinary collaboration and the role of dentistry in preventive medicine. Articles include:

• A perspective from Dr. Brett Kessler examining what true medical-dental integration would require, including reimbursement reform, collaborative care models and expanded recognition of dentistry’s role in systemic health.
• An evidence-based article from Ms. Anne O. Rice exploring the connection between periodontal disease, inflammation and Alzheimer’s disease, including the role of dentistry in dementia risk reduction and preventive healthcare.
• Insights from Ms. Lani McBeth on …

A Systematic Review Of Intrusion Detection Systems For Internet Of Medical Things: Performance, Efficiency, Explainability, And Generalization, Oswald Adohinzin, Youssef Harrath

Research & Publications

The Internet of Medical Things (IoMT) has transformed health care delivery through medical devices, remote patient monitoring, and real-time clinical decision support. However, the proliferation of IoMT devices introduces security vulnerabilities that put patient safety and data privacy at risk. Intrusion Detection Systems (IDS) have emerged as essential components for protecting IoMT networks from cyberattacks. This article presents a systematic review of IoMT-IDS research, analyzing 53 high-quality papers published between 2020 and 2025, identified through database searches spanning 2016–2025 across IEEE Xplore, Springer, ScienceDirect, and ACM Digital Library. We organize the literature through a comprehensive taxonomy spanning classical machine learning …

Beyond Regulation: Why Europe Must Lead Ai Stewardship In Health, Luca Saba, Ignazio R. Marino

Department of Surgery Faculty Papers

No abstract available

Impact Of Race And Acculturation On Lung Cancer Screening Eligibility: A Multicenter Lung Cancer Cohort Study, Eunji Choi, Christine S. Shusted, Harrison Yang, Haley M. Evans, Julia G. Katcher, Yiwey Shieh, Anil Vachani, Katharine Rendle, Julie A. Barta

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

No abstract provided.

Paidar: Private Sector Allied For Inclusive Delivery Of Accessible Reproductive Health, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

Pakistan continues to face critical challenges in increasing contraceptive use and reducing the unmet need for family planning (FP). While public-sector facilities remain key providers, a substantial proportion of healthcare seekers rely on private family physicians as their initial point of contact.

Recognizing this strategic opportunity, the PAIDAR study was designed to strengthen the role of private- sector male family physicians in FP service delivery. Implemented across six diverse districts of Punjab, supported by Health Care Commission Punjab and Department of Health and Population Punjab, the intervention enhanced providers' capacity to deliver quality FP counselling, contraceptive services, structured referrals, and …

Making Better Use Of Data For Improved Health Service Delivery In Punjab: Transforming Data Into Action Evidence, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

Strong health systems depend not only on collecting data, but on using it effectively for planning, monitoring, and decision-making. To strengthen evidence-based management across Punjab's health sector, the Population Council partnered with the Health and Population Department, Punjab, particularly the Health Information and Service Delivery Unit (HISDU), to improve the utilization of routine health information. This brief summarizes the collaboration's focus on three complementary areas: (1) Development of the ASET (Analytics for Service Efficiency and Tracking) platform to transform routine data into actionable information; (2) Strengthening the Capacity of Data Users through specialized training in data analytics, visualization, and use …

Social Media Is A Juggernaut: Lagged Correlation Analysis Using Ngram Data On “Internet” And “Social Media” With Amplification By The Advent Of The “Iphone”, William Zywiak, Gao Niu, Nicolas Petrell, Victoria Nichele, Kirsten Hokeness

Mathematics and Economics Faculty Journal Articles

The amount of new information transmitted per day can be overwhelming. The data available through Ngram Viewer allows statistical examination to determine the most salient topics, as well as lagged correlation and lagged variance to support possible causal connections between concepts. Using this database, we determined that COVID, crypto, microplastics, and especially social media are important topics of the last few years. We also present results that suggest the development of the internet and the iPhone fueled the prominence of social media, and the access of the iPhone also increased access to the internet.

Clinical Presentations Of Pemphigus Vulgaris In Patients With Skin Of Color: A Systematic Literature Review, Haya Alkiswani, Simona Alomary, Jared Boetes, Nicole J. Baker, Susan C. Taylor

SKMC Student Presentations and Publications

Background: Pemphigus vulgaris (PV) is a rare, often severe autoimmune disease affecting skin and mucous membranes. Despite the scarce literature on PV in skin of color (SOC) populations (Fitzpatrick III-VI), existing studies suggest that there are misdiagnosis, delayed treatment, and recurrence of symptoms in SOC patients with PV. Objective: This review explores the clinical presentations of PV reported in patients with SOC, diagnostic challenges and delays, treatments, and patient outcomes to allow for an improved understanding of how PV manifests clinically in darker skin. Methods: A systematic literature review was conducted using articles found in PubMed and Embase. Two independent …

Rethinking Ethics For An Era Of Trusted Computational Tools, Kristin M Kostick-Quenet, Meghan Hurley, John Herrington, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Computer perception (CP) technologies are poised to deliver near real-time behavioral insights with high precision. As technical barriers recede, our field's ethical focus must shift from "Can we trust the data?" to "Should we use it here, and how?" We propose a contextual ethics framework that: (1) defines the appropriate scope of CP integration; (2) advocates codesigned roadmaps to manage expectations and epistemic conflict; (3) expands evaluation beyond performance metrics to humanistic outcomes; and (4) anticipates future high performance systems to safeguard dignity, empathy, and shared decision-making in clinical care.

Public Attitudes Toward Cascade Genetic Screening In The United States, Hadley Stevens Smith, Emilie S Zoltick, Madison R Hickingbotham, Emily S Bonkowski, Stacey Pereira, Tara A Lavelle, David L Veenstra, Amy L Mcguire, Katherine E Bonini, Leila Jamal

Center for Medical Ethics and Health Policy Staff Publications

Introduction: After a patient receives genetic test results that indicate an actionable health condition, cascade genetic screening (CGS) is the process of evaluating the patient's relatives for a potentially elevated genetic risk of disease. The United States primarily relies on patients to communicate with their relatives, resulting in suboptimal rates of risk communication, familial genetic testing uptake, and risk-reducing interventions. There is ongoing debate about whether and how best to inform relatives of a potentially increased genetic risk.

Methods: We conducted a nationally representative survey of US adults to assess attitudes toward informing at-risk relatives, acceptability of system-mediated communication, and …

The Impact Of Economic Stability On Diagnostic Timing Of Autism Spectrum Disorder In Children, Leslie Box Simms

ETDs from 2020-2029

Diagnosis of neurodevelopmental delays in children, including autism spectrum disorder, is an often lengthy and burdensome process, potentially placing children with economic instability at risk for diagnostic delay. The first aim of this dissertation was to explore the impact of economic stability on diagnostic timing of autism spectrum disorder via a scoping review of the literature. Papers were summarized by study design, data sourcing, handling of variables, statistical methodology, and the effect of economic stability factors on diagnostic timing of autism. Income and healthcare insurance were the most frequently employed measures of economic stability, with transportation, housing, and food security …

Advance Care Planning In Metastatic Lung Cancer Patients: A Quality Improvement Initiative, Khanh H. Thai

Student Theses

Background: Advance care planning (ACP) is essential in achieving goal-concordant care for patients with metastatic lung cancer (MLC), yet it remains underutilized.

Local problem: Despite its benefits, ACP has been inconsistently integrated into outpatient oncology settings, and a baseline evaluation at the project site revealed that only 11% of patients with MLC had ACP documented in the outpatient care clinic.

Methods: This Quality Improvement initiative implemented a formal, Nurse Practitioner (NP)-led intervention into routine oncology care. Using a quasi-experimental nonrandomized design, 13 eligible patients diagnosed with MLC without prior ACP documentation were enrolled in a four-week study. These participants were …

The Dermatologic Effects Of Climate Change On Skin Of Color Populations: A Comprehensive Review, Grace Ugwueke, Simona A. Alomary, Nicole J. Baker, Susan C. Taylor Md, Nada Elbuluk Md

Student Papers, Posters & Projects

Background: Climate change contributes to rising temperatures, worsening air pollution, increasing UV exposure, and more frequent extreme weather events with downstream consequences for dermatologic conditions. However, limited research has examined how these climate-related effects can impact skin of color (SOC) populations, who often face disproportionate environmental exposures and structural inequities. Objective: To summarize the dermatologic implications of climate and environmental stressors on SOC populations. Methods: A literature search of PubMed and Embase (2000-2025) identified studies assessing dermatologic outcomes related to climate change or environmental exposures. Of 1254 records screened, 133 duplicates were removed, leaving 1121 studies for evaluation. Twenty-three studies …

Sex-Based Disparities In Health Care Access And Utilization Among Patients With Atrial Fibrillation, Ji Mei May Wong, Peter R. Kowey

Department of Medicine Faculty Papers

IMPORTANCE: Females with atrial fibrillation (AF) experience a higher risk of stroke, myocardial infarction, and mortality than males with AF. Theories suggest that sex-based differences in hormonal, structural, and electrophysiologic factors are associated with this imbalance; we hypothesized that sex-based differences in health care access and utilization (HCAU) are also underlying factors.

OBJECTIVE: To determine whether sex-based disparities in HCAU barriers exist among individuals with AF.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used data on patients with AF in the All of Us Research Program Registered Tier dataset (version 8), which contains integrated data from the electronic health record …

Updated 2026 Comprehensive Evidence-Based Guidelines For Facet Joint Interventions In The Management Of Chronic Spinal Pain: American Society Of Interventional Pain Physicians (Asipp) Guidelines, Laxmaiah Manchikanti, Mahendra R. Sanapati, Sheri L. Albers, Alan D. Kaye, Vinita Singh, Nebojsa Nick Knezevic, Rajesh Naidu Janapala, Amol Soin, Annu Navani, Adam M. Kaye, Ahad Mussarat, Alexander Bautista, Dajie Wang, Paul J. Christo, Maged Mina, Daneshvari R. Solanki, Devi Nampiaparampil, Gerard Limerick, John Manor, Kris Ferguson, Lynn Cintron, Michael Bottros, Shirley Chen, Shivam S. Shah, Vahid Grami, Douglas P. Beall, Shalini Shah, Sairam Atluri, Mittal S. Prajapati, Alaa Abd-Elsayed, Salahadin Abdi, Steve Aydin, Sanjay Bakshi, Joseph Cabaret, Aaron K. Calodney, Kenneth D. Candido, Christopher G. Gharibo, Mayank Gupta, Michael Harned, Standiford Helm Ii, Sachin Sunny Jha, Radomir Kosanovic, Vidyasagar Pampati, Ramarao Pasupuleti, Bradley W. Wargo, Hermant Kalia, Gary Schwartz, Joshua A. Hirsch

Department of Anesthesiology Faculty Papers

BACKGROUND: Chronic axial spinal pain is a major contributor to disability and healthcare expenditures, with facet joints recognized as one of the established sources of pain.

OBJECTIVE: To provide evidence-based guidance in performing diagnostic and therapeutic facet joint interventions.

METHODS: A multidisciplinary panel of experts from various medical and pharmaceutical disciplines, convened by the American Society of Interventional Pain Physicians (ASIPP), reviewed the available evidence, considered patient perspectives, and formulated recommendations for facet joint interventions in the management of chronic pain.The methodology included the development of key questions with evidence-based statements and recommendations. Grading of the evidence and recommendations followed …

Robotic-Assisted Pedicle Screw Placement Achieves High Accuracy And Narrows The Experience Gap: A Preclinical Evaluation, Anna T. Reza, Matthias Walper, Mitchell K. Ng, Paul G. Mastrokostas, Andrew S. Lee, Rafael G. Rafael, Kornelis A. Poelstra, Ratliff K. John, Rajiv K. Sethi, Michael A. Mont

Rothman Institute Papers

To assess a robotic-assisted system versus open manual techniques to: (1) compare pedicle screw accuracy between fellows and attendings with and without robotic assistance, and (2) evaluate executed versus planned trajectory fidelity relative to prior reports. Robotic-assisted spine systems aim to improve the accuracy, reproducibility, and safety of pedicle screw placement. Limited evidence compares outcomes across differing surgeon experience levels. A total of 255 thoracolumbar pedicle screws were placed in synthetic torsos simulating adult degenerative anatomy. Four surgeons (two fellows, two attendings) each placed half their screws using open fluoroscopy-guided techniques and half using a minimally invasive percutaneous approach with …

Attachment Style, The Working Alliance, And Client Self-Disclosure In Individual Psychotherapy, Jennifer S. Baar

Dissertations

Client self-disclosure is a core component of the psychotherapy process and increased levels of client self-disclosure have been shown to predict more positive therapeutic outcomes (Pattee & Farber, 2008; Sloan & Kahn, 2005). Similarly, the working alliance and attachment are constructs that have been studied in psychotherapy research and are consistently associated with therapeutic outcomes. Specifically, stronger working alliance ratings and higher levels of secure attachment have been found to predict more positive therapy outcomes (e.g., Flückiger et al., 2018; Mallinckrodt et al., 2005; Sauer et al., 2010). As these three constructs have been found to influence psychotherapy outcomes, the …

Beta2-Agonist And Anti-Inflammatory Combination Therapy For Asthma Rescue: A Paradigm Shift In Asthma Care, Neil Skolnik, Jessica Stieritz, Julie Akers, Timothy Hudd, Wendy L. Wright, Ileen Gilbert, Nazrin Yusufova, Bill Cook, Emily Robb, Henry Naddaf

Abington Jefferson Health Papers

The Global Initiative for Asthma (GINA) report and national and international guidelines have shifted away from short-acting beta2-agonist (SABA)-only bronchodilators as first-line asthma rescue therapy, recognizing that both bronchoconstriction and inflammation underlie the increase in symptoms preceding an exacerbation. Instead, the GINA Committee supports strategies to reduce inflammation, such as anti-inflammatory reliever (AIR) therapy (as-needed, low-dose inhaled corticosteroid [ICS]–formoterol or SABA–ICS for symptom relief) and single maintenance and reliever therapy (SMART) or maintenance and reliever therapy (MART; i.e., ICS–formoterol used as both maintenance and as-needed rescue therapy). This narrative review discusses the rationale behind the move toward AIR and SMART …

A Word From The Writing Team (June 2026), Pam Walter, Mfa, Laura Deloretta, Phd

A Word From the Writing Team (Newsletter)

No abstract provided.

Co-Designed Interventions Package For Enhancing Women's Resilience In Reproductive And Child Health Through Income-Generating Associations: A Human-Centered Design Study In Tanzania, Kahabi Isangula, Aminieli Itaeli Usiri, Eunice Pallangyo

School of Nursing & Midwifery, East Africa

Background: Maternal and under-five mortality remain major public health concerns in many low- and middle-income countries, including Tanzania. Despite their widespread use in strengthening economic resilience, income-generating associations (IGAs) have not fully utilized their potential as platforms for addressing reproductive and child health (RCH) challenges.

Objective: This study aimed to co-design an intervention package with women participating in income-generating associations to enhance their preparedness and resilience in addressing RCH challenges in Tanzania.

Methods: A qualitative descriptive study guided by a Human-Centered Design (HCD) framework was conducted in the Arusha and Shinyanga regions of Tanzania. The study followed …

Oculocardiac Reflex Elicited From An Exenterated Orbit, Joseph Desimone, Edward H. Bedrossian

Wills Eye Hospital Papers

No abstract provided.

Socioeconomic Inequalities In Health-Related Quality Of Life During The Covid-19 Pandemic: A Six-Country Comparison Using The Eq-5d-5 L, Joëlle Eijkens, Joshua M. Bonsel, You-Shan Feng, M. F. Bas Janssen, Erica I. Lubetkin, Juanita A. Haagsma

Publications and Research

Purpose

Despite the growing attention to health inequalities, there is no global consensus on how to measure socio-economic status. This study examined inequalities in health-related quality of life (HRQoL) during the early phase of the COVID-19 pandemic across six countries—China, Italy, the Netherlands, Sweden, the United Kingdom (UK), and the United States (US)—using three SES indicators: education level, income, and work status.

Methods

Between April and June 2020, individuals aged 18–75 years old completed a web-based survey. HRQoL was measured using the EQ-5D-5L Level Sum Score (LSS), where higher scores indicate poorer health. Country-specific differences in LSS across SES groups …

Roots And Greens: Discovering The Power Of Indigenous Produce, Abiodun T. Atoloye, Sherif O. Olasoji, Ebunoluwa G. Ibidapo

Nutrition, Dietetics, and Food Sciences Courseware

The curriculum was designed in alignment with the Cognitive Theory of Multimedia Learning (CTML), Empowerment Theory (ET), and Social Cognitive Theory (SCT) frameworks. These frameworks were used to determine the selection and sequencing of learning activities. As reflected in CTML principles, the use of texts, images, infographics, and videos enhances knowledge retention and information comprehension and helps prevent cognitive overload. Through activities, homework, and family engagement, the principles of ET were incorporated into the curriculum to facilitate participants’ perceived control over food-related decisions. Additionally, by applying the principles of SCT, the curriculum incorporates scenario-based questions, opportunities to engage with peers, …

Marshall University 2026 College Of Health Professions Student Research Day, Cohp Research Committee

Appalachian Student Healthcare Research Review

Marshall University

2026 College of Health Professions Student Research Day

April 16, 2026

Student Oral Presentations

1. Validity of Using Smartphone Cameras and Pose Estimation Algorithms for Quantitative Analysis of Human Dynamic Movements

Flanders B, Wolfe T, Saines J, Liang H: School of Physical Therapy

2. Effects of Creatine Supplementation on Anaerobic Capacity and Body Composition in Novice Rock Climbers

George LG, Jones BJ: School of Health and Movement Sciences

3. Relationship Between Musculoskeletal Injuries and Mental Health

Rice C, Konz S: School of Health and Movement Sciences

Student Poster Presentations

4. Effects of Bright Light Therapy on Depression

Adams, …

Development And Validation Of The Lifetime Sense Of Safety Scale In Kenyan Adults, Karen Blackmon, Anne Nyambura, Anne Gitere, Levi Muyela, Catherine Onyancha, Kendi Muchungi, Catherine Ajalo, Litha Musili, Rachel Maina, Edna Bosire, Lukoye Atwoli, Zul Merali, Chinedu Momoh

Brain and Mind Institute

Background. Safety supports psychological wellbeing and potentially shapes brain aging yet existing scales overlook cumulative lifespan safety experiences.

Methods. To address this gap, we developed and validated the Lifetime Sense of Safety (LSS) scale in Kenyan adults. The LSS uses visual analog scaling with a red-to-green color gradient to retrospectively rate felt safety across life stages and settings. We evaluated scale psychometrics and associations with social determinants of health and indicators of brain health.

Results. The LSS shows adequate internal consistency and test-retest reliability, with two distinct but correlated factors representing childhood and adulthood safety. Women and …

Breaking Barriers: Harnessing Collaboration Between Individuals With Disabilities And Emergency Management In New Jersey, Daniel Wrinn

Master of Science in Emergency & Disaster Management Capstones

No abstract provided.

Response To Kodali Et Al., “Hailey-Hailey Disease: A Review And An Approach To Management”, Christina Tolete, Teresa Duong, Adam Friedman, Leonardo Tjahjono

Department of Medicine Faculty Papers

No abstract provided.

Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley

Department of Neurosurgery Faculty Papers

Occupational radiation exposure has a clear association with long-term health effects and has a particular impact on women, trainees, and supporting staff. There is a reliance on limited, traditional radiation protection and nonergonomic equipment, which carries associated orthopedic injury rates with adverse impacts on both individual career trajectories and health systems, and with significant challenges to widespread implementation of enhanced radiation protection devices. During the 2025 Society for Cardiovascular Angiography & Interventions Scientific Sessions in Washington, DC, a multidisciplinary Think Tank summit was convened and included representatives from multiple stakeholders, including other professional societies, advocacy groups, and industry partners. The …

Variation In Chronic Automated Red Cell Exchange Practices For Sickle Cell Disease: Insights Into Isovolemic Hemodilution Use, Jennifer M. Jones, Fatima Aldarweesh, Nicole Aqui, Aleh Bobr, Patricia Brunker, Mischa L. Covington, Juliana Guarente, Robert Hagar, Matthew Karafin, Divjot Singh Lamba, Grace Lee, Wen Lu, Ethan A. Mack, Gagan Muthur, Saadiya Nazli, Halima Olaniyan, Chinelo P. Onyenekwu, Jay S. Raval, Divya Setya, Yvette C. Tanhehco, Mamie Thant, Angelica Vivero, Yanyun Wu, Edward C. C. Wong, Nalan Yurtsever, Yan Zheng, Patricia A. Shi, Jennifer Webb

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Prior surveys of chronic automated red blood cell exchange (RCE) for patients with sickle cell disease (SCD) have identified considerable procedural variability, especially with the use of isovolemic hemodilution red blood cell exchange (IHD-RCE). We conducted a survey of chronic RCE practices among American Society for Apheresis (ASFA) members to identify opportunities for practice harmonization and future studies. The ASFA SCD Research Subcommittee developed a 72-item survey of chronic RCE practices, with a focus on IHD-RCE. The survey was validated internally and distributed by email to all ASFA members from September 2024 to February 2025. One survey response from each …