Health Information Technology Commons^™

Addressing Dermatologic Concerns And Teledermatology In Undomiciled And Sheltered Populations, Kennedy Gallagher, Sahithi Talasila, Anna Bistline, Rebecca Krain, Leena Ramani, Elizabeth Jones

Student Papers, Posters & Projects

Homelessness in the United States is a significant public health issue, with dermatologic disease being the most prevalent health concern among the undomiciled and sheltered populations. Despite a growing need for dermatologic care, the supply of dermatologists remains insufficient, contributing to disparities in healthcare access for this vulnerable group. This review aims to detail the spectrum of dermatologic conditions experienced by homeless individuals, identify barriers to adequate care, and explore teledermatology as a potential solution to bridge these gaps. A comprehensive literature review was conducted, analyzing studies and reports on dermatologic issues prevalent among the homeless population and the efficacy …

Mhealth-Based Just-In-Time Adaptive Intervention To Improve The Physical Activity Levels Of Individuals With Spinal Cord Injury: Protocol For A Randomized Controlled Trial, Rachel Carey, Ha Le, Donna Coffman, Inbal Nahum-Shani, Mohanraj Thirumalai, Cole Hagen, Laura Baehr, M. Schmidt-Read, Marlyn Lamboy, Stephanie A Kolakowsky-Hayner, Ralph Marino, Stephen Intille, Shivayogi Hiremath

Moss-Magee Rehabilitation Papers

BACKGROUND: The lack of regular physical activity (PA) in individuals with spinal cord injury (SCI) in the United States is an ongoing health crisis. Regular PA and exercise-based interventions have been linked with improved outcomes and healthier lifestyles among those with SCI. Providing people with an accurate estimate of their everyday PA level can promote PA. Furthermore, PA tracking can be combined with mobile health technology such as smartphones and smartwatches to provide a just-in-time adaptive intervention (JITAI) for individuals with SCI as they go about everyday life. A JITAI can prompt an individual to set a PA goal or …

The Impact Of Telemedicine On Human Immunodeficiency Virus (Hiv)-Related Clinical Outcomes During The Covid-19 Pandemic, Avery Lin Cox, Daniel Tsang, Lisa A. Spacek, Constantine Daskalakis, Dagan Coppock

Division of Infectious Diseases and Environmental Medicine Faculty Papers

The coronavirus disease of 2019 (COVID-19) pandemic exacerbated barriers to care for people living with human immunodeficiency virus (HIV) (PLWH). The quick uptake of telemedicine in the outpatient setting provided promise for care continuity. In this study, we compared appointment and laboratory no-show rates in an urban outpatient HIV clinic during three time periods: (1) Pre-COVID-19: 9/15/2019-3/14/2020 (predominately in-person), (2) "Early" COVID-19: 3/15/2020-9/14/2020 (predominately telemedicine), and (3) "Later" COVID-19: 9/15/2020-3/14/2021 (mixed in-person/telemedicine). Multivariable logistic regression models evaluated the two study hypotheses: (i) equivalence of Period 2 with Period 1 and of Period 3 with Period 1 and (ii) improved outcomes …

Perspectives From Patients With Chronic Lung Disease On A Telehealth-Facilitated Integrated Palliative Care Model: A Qualitative Content Analysis Study, Jeannette Kates, Carrie Tompkins Stricker, Kristin L. Rising, Alexzandra Gentsch, Ellen Solomon, Victoria Powers, Venise J. Salcedo, Brooke Worster

Department of Medicine Faculty Papers

BACKGROUND: Chronic lung disease affects nearly 37 million Americans and often results in significant quality of life impairment and healthcare burden. Despite guidelines calling for palliative care (PC) integration into pulmonary care as a vital part of chronic lung disease management, existing PC models have limited access and lack scalability. Use of telehealth to provide PC offers a potential solution to these barriers. This study explored perceptions of patients with chronic lung disease regarding a telehealth integrated palliative care (TIPC) model, with plans to use findings to inform development of an intervention protocol for future testing.

METHODS: For this qualitative …

The Design Of A Quality Improvement Dashboard For Monitoring Spinal Cord And Column Injuries, Zahra Azadmanjir, Mohsen Sadeghi-Naini, Mohammad Dashtkoohi, Maziar Moradi-Lakeh, Jalil Arabkheradmand, James Harrop, Vafa Rahimi-Movaghar

Department of Neurosurgery Faculty Papers

Background: Interactive dashboards are a powerful tool for dynamic visualization and monitoring of patient performance and serve as a useful to for optimal decision-making. The National Spinal Column and Cord Injury Registry of Iran (NSCIR-IR) was designed to efficiently display and broadcast important patient care data. This has been achieved through an electronic dashboard display (graph and visual displays), rather than traditional static paper reports (text). Objectives: The objective of this study was to design and develop an electronic visual dashboard as a display system to monitor the quality of care in the NSCIR-IR collaborating centers. Methods: The indicators chosen …

Relationship Between On-Demand Telehealth Visits And Emergency Department And Hospital Surge During The Covid-19 Pandemic, B. H. Slovis, Xin Ji, Anna Marie Chang, John C. Kairys, Judd Hollander

Department of Emergency Medicine Faculty Papers

OBJECTIVES: The relationship between COVID-19-related telehealth calls could be used to predict emergency department visits and hospital surges 3 days later potentially facilitating staffing adjustments in advance of patient arrivals. The purpose of this research was to study the temporal association between frequencies of on demand telehealth calls and emergency department surges during the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic.

METHODS: This cohort study examined patients who self-initiated synchronous audio-video on-demand telehealth calls between January 1, 2020 and June 30, 2022, and compared these to emergency department arrivals. The exposure in question was a synchronous audio-video on-demand telehealth …

A Prioritized Patient-Centered Research Agenda To Reduce Disparities In Telehealth Uptake: Results From A National Consensus Conference, Kristin L. Rising, Mackenzie Kemp, Amy E. Leader, Anna Marie Chang, Andrew J. Monick, Amanda Guth, Tracy Esteves Camacho, Gregory Laynor, Brooke Worster

Department of Emergency Medicine Faculty Papers

Introduction: We hosted a national consensus conference with a diverse group of stakeholders to develop a patient-centered research agenda focused on reducing disparities in telehealth use.

Methods: Attendees were purposively invited to participate in a 2-day virtual conference. The group developed a prioritized research agenda focused on reducing disparities in telehealth uptake, with discussion informed by findings from a scoping review. All work was conducted in partnership with a Steering Committee of national experts in telehealth and patient-centered care (n = 5) and a community-based Telehealth Advisory Board with experience with telehealth use and barriers (n = 8).

Results: Sixty …

Individual- And Neighborhood-Level Characteristics Of Lung Cancer Screening Participants Undergoing Telemedicine Shared Decision Making, Christine S. Shusted, Hee-Soon Juon, Brooke Ruane, Brian M. Till, Charnita Zeigler-Johnson, Russell K. Mcintire, Tyler Grenda, Olugbenga Okusanya, Nathaniel R. Evans, Gregory C. Kane, Julie Barta

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

BACKGROUND: Although lung cancer screening (LCS) for high-risk individuals reduces lung cancer mortality in clinical trial settings, many questions remain about how to implement high-quality LCS in real-world programs. With the increasing use of telemedicine in healthcare, studies examining this approach in the context of LCS are urgently needed. We aimed to identify sociodemographic and other factors associated with screening completion among individuals undergoing telemedicine Shared Decision Making (SDM) for LCS.

METHODS: This retrospective study examined patients who completed Shared Decision Making (SDM) via telemedicine between May 4, 2020 - March 18, 2021 in a centralized LCS program. Individuals were …

A Novel Virtual-Based Comprehensive Clinical Approach To Headache Care, Thomas Berk, Stephen Silberstein, Peter Mcallister

Department of Jefferson Headache Center Papers and Presentations

One major innovation, a result of the coronavirus pandemic, has been the proliferation of telemedicine. Telehealth can help solve the access problems that plague headache medicine, allowing patients in areas with no headache expertise to consult and work with a headache specialist. This is a retrospective chart review of patients seen by Neura Health, a comprehensive app-based telehealth headache center. Patients are seen by a specialist and, in addition to any medical recommendations, are given care plans individualized to their condition and recommendations at the end of their clinical appointments. The primary outcome of this study is a decrease in …

Racial Disparities In Access To Dbs: Results Of A Real-World U.S. Claims Data Analysis, Michael Frassica, Drew S Kern, Mitra Afshari, Allison T Connolly, Chengyuan Wu, Nathan Rowland, Juan Ramirez-Castaneda, Mwiza Ushe, Claudia Salazar, Xenos Mason

Farber Institute for Neuroscience Faculty Papers

INTRODUCTION: Deep brain stimulation (DBS) is an effective and standard-of-care therapy for Parkinson's Disease and other movement disorders when symptoms are inadequately controlled with conventional medications. It requires expert care for patient selection, surgical targeting, and therapy titration. Despite the known benefits, racial/ethnic disparities in access have been reported. Technological advancements with smartphone-enabled devices may influence racial disparities. Real-world evidence investigations can shed further light on barriers to access and demographic disparities for DBS patients.

METHODS: A retrospective cross-sectional study was performed using Medicare claims linked with manufacturer patient data tracking to analyze 3,869 patients who received DBS. Patients were …

Impact Of Social Media And Multimedia Platforms: View From The Jacc: Case Reports Some Editors, Estefania Oliveros, Yevgeniy Brailovsky, Alessandro Beneduce, Hooman Bakshi, Edoardo Zancanaro, Indah Sukmawati, Mrinali Shetty, Gina Lundberg

Division of Cardiology Faculty Papers

No abstract provided.

Development Of 5g-Based Remote Ultrasound Education: Current Status And Future Trends, Jiaojiao Ma, Xinying Jia, Guanghan Li, Dandan Guo, Xuehua Xi, Tongtong Zhou, Ji-Bin Liu, Bo Zhang

Department of Radiology Faculty Papers

The rapid advancement of 5G technology has opened new possibilities for remote ultrasound education, offering the potential to enhance training, real-time consultation, and quality control for primary ultrasound doctors. The 5G remote ultrasound education has the potential to revolutionize the way primary ultrasound doctors are trained and supported, ultimately leading to improved patient care and outcomes. By understanding the current status and development trends of this cutting-edge educational approach, the medical community can better prepare for and contribute to its ongoing evolution. Looking towards the future, the development trends in 5G remote ultrasound education are expected to revolve around continuous …

Telehealth Clinical Appropriateness And Quality, Lulu Wang, Anthony Fabiano, Arjun K. Venkatesh, Nick Patel, Judd E. Hollander

Department of Emergency Medicine Faculty Papers

Contrary to common perception, telehealth is not simply a substitute for in-person care. With an array of modalities—live audio–video, asynchronous patient communication, and remote patient monitoring, to name a few—telehealth creates entirely new avenues of care delivery (Table 1). Although our current care model is reactive—relying on episodic visits to an office or hospital—telehealth allows us to be proactive, filling in the gaps to provide a continuum of care. Widespread uptake of telehealth has created fertile ground for long-overdue health system reform. In this study, we describe essential next steps: redefine telehealth clinical appropriateness, evolve payment models, provide necessary training, …

A Global Federated Real-World Data And Analytics Platform For Research, Matvey B. Palchuk, Jack W. London, David Perez-Rey, Zuzanna J. Drebert, Jessamine P. Winer-Jones, Courtney N. Thompson, John Esposito, Brecht Claerhout

Kimmel Cancer Center Papers, Presentations, and Grand Rounds

Objective

This article describes a scalable, performant, sustainable global network of electronic health record data for biomedical and clinical research. Materials and Methods

TriNetX has created a technology platform characterized by a conservative security and governance model that facilitates collaboration and cooperation between industry participants, such as pharmaceutical companies and contract research organizations, and academic and community-based healthcare organizations (HCOs). HCOs participate on the network in return for access to a suite of analytics capabilities, large networks of de-identified data, and more sponsored trial opportunities. Industry participants provide the financial resources to support, expand, and improve the technology platform in …

A Systematic Review Identifying Adverse Health Outcomes And Mortality Rates Associated With Telehealth, Fidelia Cascini, Ana Pantovic, Yazan A. Al-Ajlouni, Omar Al Ta'ani, Giovanna Failla, Andriy Melnyk, Paul Barach, Walter Ricciardi

College of Population Health Faculty Papers

Background: The literature supporting telehealth management is growing accelerated by the COVID-pandemic. We hypothesize that there are risks of adverse events associated with telehealth interventions.

Methods: A review of PubMed (including MEDLINE), Embase, ISI (Web of Science), VHL/GHL, Scopus, Science Direct, and PsycINFO was conducted for all adverse events associated with telehealth from January 1, 1960 to March 1, 2021. This systematic review and meta-analyses were conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

Results: Of 5,144 citations 78 published studies met criteria for quality evaluation and underwent full text abstraction including the qualitative …

The Role Of Telehealth In Enabling Sustainable Innovation And Circular Economies In Health, Dimitrios Kalogeropoulos, Paul Barach

College of Population Health Faculty Papers

Digital health interventions including telehealth support an increasingly broad range of improvement goals for prevention and treatment. Limitations obstructing the many digital benefits of telehealth from reaching their full potential include lack of robust usability and user centered design, regulatory policy paradigms, lack of adequate high-quality evidence and methodologies to evaluate the performance generalization and clinical robustness. Health innovation is explored in the context of different value systems and a solution is proposed to the fundamental limitations arising in the data value system, an approach to a new telehealth paradigm and incorporated intervention designs which combine clinical innovation with innovation …

Demographic Data Associated With Digital Inequity Reported In Patient-To-Provider Teledermatology Studies In The United States From 2011 To 2021: Scoping Review, John Miller, Patrick Ioffreda, Shannon Nugent, Elizabeth Jones

Department of Dermatology and Cutaneous Biology Faculty Papers

Background: Patient-to-provider teledermatology relies on a patient’s access to technology to ensure a successful visit. However, access to broadband internet and technology varies across populations in the United States—leading to the digital divide. While teledermatology has been recognized as a model to improve access, little is known about how often demographic data associated with digital inequity are captured in studies. Objective: Given the expansion of teledermatology over the past decade, we sought to determine how often demographic data associated with digital inequity are reported in patient-to-provider teledermatology studies. Methods: A scoping literature review search was conducted using the search term …

Teledermatology In Medical Student, Postgraduate Trainee, And Global Dermatology Education: A Systematic Review, Heli Patel, Rishab Revankar, Aly Valliani, Nikita Revankar, Shivani Yerigeri, Nadine Kaskas, Benjamin Stoff

Student Papers, Posters & Projects

BACKGROUND: In the aftermath of the COVID-19 pandemic, medical students and residents in the U.S. and globally have gained more exposure to teledermatology, both for the purposes of clinical practice and education.

OBJECTIVE: We conducted a systematic review to assess outcomes from teledermatology interventions for dermatology trainees in the U.S. and globally in accordance with Preferred Reporting Items for Systematic Reviews (PRISMA).

METHODS: We searched MEDLINE, EMBASE, Web of Science, and Cochrane CENTRAL for articles written in English and published database inception to November 20, 2022.

RESULTS: In total, 15 studies met the inclusion criteria. Outcomes reported ranged broadly from …

A Training Curriculum For An Mhealth Supported Peer Counseling Program To Promote Exclusive Breastfeeding In Rural India, Roopa M. Bellad, Niranjana S. Mahantshetti, Umesh S. Charantimath, Tony Ma, Yukiko Washio, Vanessa L. Short, Katie Chang, Parth Lalakia, Frances J. Jaeger, Patricia J. Kelly, Geetanjali Mungarwadi, Chandrashekar C. Karadiguddi, Shivaprasad S. Goudar, Richard J. Derman

Department of Pediatrics Faculty Papers

BACKGROUND: Despite strong evidence about the benefits of exclusive breastfeeding, that is the baby receiving only breast milk, no other foods or liquids, rates have remained relatively unchanged over the past two decades in low- and middle-income countries. One strategy for increasing exclusive breastfeeding is through community-based programs that use peer counselors for education and support. The use of mobile health applications is also gaining increasing applicability in these countries. Minimal information is available about training peer counselors in the use of mobile technologies to support exclusive breastfeeding. The present article describes our curriculum in the state of Karnataka, India …

Telehealth In Medicine: Predictions 2023–2024, Jiang Li, Ingrid Vasiliu-Feltes, Kathleen Mcgrow, Brendan F. Smith, Paul Barach, Sweta Sneha, Francis X. Campion

College of Population Health Faculty Papers

Each year, Telehealth and Medicine Today asks experts in the field to share their insights into the future and predict how telehealth will influence uptake and healthcare in the new year.

An Analytic And Systemic View Of The Digital Transformation Of Healthcare, Xuejuan J. Zhang

Full-Text Theses & Dissertations

Industry 4.0 represents a digital revolution that is driven by technologies that blur the lines between the physical and digital worlds. Industry 4.0, the latest industrial revolution, is poised to have a profound impact on all aspects of society. In order to understand how the healthcare industry is being transformed by the convergence of the physical and digital realms, a systems perspective is taken in this study. Two research questions are addressed regarding the opportunities and interventions that can be provided by both analytical and systems conceptions of digital transformation. I use a systemic literature review approach to address the …

Neuromotor Changes In Participants With A Concussion History Can Be Detected With A Custom Smartphone App, Christopher K. Rhea, Masahiro Yamada, Nikita A. Kuznetsov, Jason T. Jakiela, Chanel T. Lojacono, Scott E. Ross, F. J. Haran, Jason M. Bailie, W. Geoffrey Wright

Moss-Magee Rehabilitation Papers

Neuromotor dysfunction after a concussion is common, but balance tests used to assess neuromotor dysfunction are typically subjective. Current objective balance tests are either cost- or space-prohibitive, or utilize a static balance protocol, which may mask neuromotor dysfunction due to the simplicity of the task. To address this gap, our team developed an Android-based smartphone app (portable and cost-effective) that uses the sensors in the device (objective) to record movement profiles during a stepping-in-place task (dynamic movement). The purpose of this study was to examine the extent to which our custom smartphone app and protocol could discriminate neuromotor behavior between …

The Development Of A Mobile App-Focused Deduplication Strategy For The Apple Heart Study That Informs Recommendations For Future Digital Trials, Ariadna Garcia, Justin Lee, Vidhya Balasubramanian, Rebecca Gardner, Santosh E. Gummidipundi, Grace Hung, Todd Ferris, Lauren Cheung, Sumbul Desai, Christopher B. Granger, Mellanie True Hills, Peter Kowey, Divya Nag, John S. Rumsfeld, Andrea M. Russo, Jeffrey W. Stein, Nisha Talati, David Tsay, Kenneth W. Mahaffey, Marco V. Perez, Mintu P. Turakhia, Haley Hedlin, Manisha Desai

Department of Medicine Faculty Papers

An app-based clinical trial enrolment process can contribute to duplicated records, carrying data management implications. Our objective was to identify duplicated records in real time in the Apple Heart Study (AHS). We leveraged personal identifiable information (PII) to develop a dissimilarity score (DS) using the Damerau-Levenshtein distance. For computational efficiency, we focused on four types of records at the highest risk of duplication. We used the receiver operating curve (ROC) and resampling methods to derive and validate a decision rule to classify duplicated records. We identified 16,398 (4%) duplicated participants, resulting in 419,297 unique participants out of a total of …

Dyadic Digital Health Interventions: Their Rationale And Implementation, Kelly M. Shaffer, Lindsay S. Mayberry, Emily Georgia Salivar, Brian D. Doss, Amanda M. Lewis, Kimberly Canter

Department of Pediatrics Faculty Papers

While most psychosocial and behavioral digital health interventions have been designed to be consumed by an individual, intervening at the level of a dyad – two interdependent individuals – can more comprehensively address the needs of both individuals and their relationship. The clinical utility of the dyadic digital health intervention approach, as well as the practical implementation of this design, will be demonstrated via three examples: eSCCIP, FAMS, and OurRelationship.

Technology-Enabled Behavioral Health Integration Decreases Emergency Department Utilization, Adam Pardes, Rachelle Rene, Phansy Chun Chun, Mollie Cherson

Jefferson Hospital Staff Papers and Presentations

Background:

Behavioral health integration allows for patient-centered care, leads to higher levels of provider-patient engagement, and is key to improving patient outcomes. However, behavioral health integration is administratively burdensome and therefore is often not adopted. Technology presents opportunities to increase care team efficiency and improve patient outcomes. The goal of this study was to retrospectively compare clinical outcomes and emergency department utilization in patients using a technology platform compared to patients receiving treatment as usual.

Methods:

The technology platform, NeuroFlow, was deployed to deliver technology-enabled behavioral health integration in 30 clinics, and 598 electronic health records were analyzed.

Results:

In …

Publication Trends In Telemedicine Research Originating From Canada, Jim S Xie, Keean Nanji, Mohammad Khan, Muhammad F Khalid, Sunir J Garg, Lehana Thabane, Sobha Sivaprasad, Varun Chaudhary

Department of Medicine Faculty Papers

Telemedicine modalities for patient care have seen significant global uptake during the COVID-19 pandemic. This study aimed to bibliometrically evaluate the evolution and current landscape of telemedicine literature in Canada. The Scopus database was searched to identify telemedicine publications for which the first or last author had a Canadian institutional affiliation. Study selection and data abstraction were conducted by two pairs of independent reviewers. Between 1976 and January 2021, 810 of 3,620 retrieved citations were telemedicine publications originating from Canada, including 29 randomized controlled trials and 6 systematic reviews. The annual publication output increased substantially from 1/year in 1976 to …

Evaluating Driver Fatigue Measures, Mia Belovsky, Stanton B. Miller, Md

Physician Executive Leadership-Plus (PEL-Plus)

No abstract provided.

Medication Reconciliation: Defining The Standard Of Care, Jenna Mandel, Matthew Matthew Piechnik, Rahul Muchintala

Physician Executive Leadership-Plus (PEL-Plus)

No abstract provided.

Using Metabolic Potential Within The Airway Microbiome As Predictors Of Clinical State In Persons With Cystic Fibrosis, Gabriella Shumyatsky, Aszia Burrell, Hollis Chaney, Iman Sami, Anastassios C Koumbourlis, Robert J Freishtat, Keith A Crandall, Edith T Zemanick, Andrea Hahn

Department of Medical Laboratory Sciences & Biotechnology Faculty Papers

Introduction: Pulmonary exacerbations (PEx) in persons with cystic fibrosis (CF) are primarily related to acute or chronic inflammation associated with bacterial lung infections, which may be caused by several bacteria that activate similar bacterial genes and produce similar by-products. The goal of our study was to perform a stratified functional analysis of bacterial genes at three distinct time points in the treatment of a PEx in order to determine the role that specific airway microbiome community members may play within each clinical state (i.e., PEx, end of antibiotic treatment, and follow-up). Our secondary goal was to compare the change between …

Provider Experiences Of Virtual Reality In Clinical Treatment, Christine Vincent, Margaret Eberts, Tejal U. Naik, Victoria Gulick, C. Virginia O'Hayer

Department of Medicine Faculty Papers

Background: Virtual reality (VR) has proven effective in the treatment of specific phobias and trauma particularly when in-vivo exposure therapy might be costly (e.g. fear of flying, combat scenes). Similarly, VR has been associated with improvement of chronic pain and of acute pain during medical procedures. Despite its effectiveness as a healthcare tool, VR technology is not well-integrated into common practice. This qualitative study aims to explore the provider perception of the value of VR and identify barriers to VR implementation among healthcare providers.

Methods: A 66-item self-report survey was created to examine application of VR to clinical practice, perceived …