Health Information Technology Commons^™

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, …

Feature Selection From Clinical Surveys Using Semantic Textual Similarity, Benjamin Warner

McKelvey School of Engineering Graduate Student Theses & Dissertations

Survey data collected from human subjects can contain a high number of features while having a comparatively low quantity of examples. Machine learning models that attempt to predict outcomes from survey data under these conditions can overfit and result in poor generalizability. One remedy to this issue is feature selection, which attempts to select an optimal subset of features to learn upon. A relatively unexplored source of information in the feature selection process is the usage of textual names of features, which may be semantically indicative of which features are relevant to a target outcome. The relationships between feature names …

A Clinician's Guide To 23andme: A Survey-Based Study On People’S Attitudes And Actions Towards Direct-To-Consumer Genetic Testing, Julia Kiffel, Rifke Anolik, Alexander Kowalski

Rowan-Virtua Research Day

Background: While direct-to-consumer (DTC) at-home genetic testing like 23andMe provides users with potentially valuable information about their genetics and health risks, consumers might not have the background or knowledge to fully comprehend and interpret the results. This concept is a pressing issue because of the rise in popularity of these DTC genetic tests.

Purpose: The goal of this study is to elucidate the beliefs and attitudes of 23andMe users and determine the relationship between their test results and likelihood for taking medical action. The results from the study will give clinicians and primary care providers (PCPs) insight into how to …

Challenges To Implementing Screening, Brief Intervention, And Referral To Treatment (Sbirt) For Substance Use In Primary Care Settings At Rowan-Virtua, Alissa Hochman, Kristy Straub, Nancy Chase, Samuel Damiri, Jenna Destefano, Allyson Distel, Sana Farhat

Rowan-Virtua Research Day

Background and Purpose: Implementing the SBIRT model for substance use in a primary care setting has many benefits including normalizing conversations about alcohol and other substance use into patients’ visits, thereby reducing harm, reducing consumption and its negative impact, and promoting system changes to overcome barriers to treatment access. The full scope of the current SBIRT project involves the recruitment, hiring, training, and integration of health educators in 9 primary care sites throughout South Jersey, as well as a project supervisor serving as implementation lead and liaison to medical and administrative staff at all 9 primary care sites. Initial barriers …

Outcomes In Type Ii Diabetes Patients Through The Covid 19 Pandemic A Retrospective Chart Review, Zurwa Nishat, Tara Pellegrino, Robert Steer

Rowan-Virtua Research Day

Context: The COVID-19 pandemic provided a unique opportunity for urgent expansion of telemedicine services as providers continued to supply longitudinal care to patients. Patients with type II diabetes were vulnerable to serious infection with COVID-19 as well as disruption in management of their chronic disease.

Objective: To delineate the outcomes in type II diabetes patients through the COVID-19 pandemic by a retrospective chart review in which disease management was evaluated through HbA1c levels and BMI.

Methods: This retrospective chart review included adult T2DM patients receiving care from five university family medicine offices in NJ. HbA1c levels and BMI values were …

Identification Of Molecular Markers Associated With Copd In Non-Smokers And Smokers: A Bioinformatics Analysis, Agede O. Ayodele, Isa M. Wasagu, Ademola E. Fawibe, Alakija K. Salami

The University of Louisville Journal of Respiratory Infections

Background

Even though the proportional burden of COPD among never-smokers is significant in both developing and developed nations, accounting for around 30% of all COPD in the community, there is little awareness of the prevalence of COPD in this population. Understanding the molecular processes that underlie COPD in nonsmokers is essential.

Methods

Dataset (GSE146560) was acquired from the Gene Expression Omnibus (GEO). The limma and clusterProfiler software tools were used to identify differentially expressed genes (DEGs) and conduct a functional enrichment analysis respectively.

Results

In all, 10,583 DEGs were found, of which 1,065 were up-regulated and 9,518 were down-regulated. The …

Development Of A Computable Phenotype Using Electronic Health Records For Venous Thromboembolism In Medical Inpatients: The Medical Inpatient Thrombosis And Hemostasis Study, Ryan M Thomas, Katherine Wilkinson, Insu Koh, Ang Li, Janine S A Warren, Nicholas S Roetker, Nicholas L Smith, Chris E Holmes, Timothy B Plante, Allen B Repp, Mary Cushman, Neil A Zakai

Faculty, Staff and Students Publications

BACKGROUND: Accurate and efficient methods to identify venous thromboembolism (VTE) events in hospitalized people are needed to support large-scale studies. Validated computable phenotypes using a specific combination of discrete, searchable elements in electronic health records to identify VTE and distinguish between hospital-acquired (HA)-VTE and present-on-admission (POA)-VTE would greatly facilitate the study of VTE, obviating the need for chart review.

OBJECTIVES: To develop and validate computable phenotypes for POA- and HA-VTE in adults hospitalized for medical reasons.

METHODS: The population included admissions to medical services from 2010 to 2019 at an academic medical center. POA-VTE was defined as VTE diagnosed within …

Accuracy Of Administrative Claim Data For Gastric Adenoma After Endoscopic Resection, Ga-Yeong Shin, Hyun Ho Choi, Jae Myung Park, Sang Yoon Kim, Jun Young Park, Donghoon Kang, Yu Kyung Cho, Sung Soo Kim, Myung-Gyu Choi

Faculty, Staff and Student Publications

BACKGROUND/AIMS: Administrative databases provide valuable information for large-cohort studies. This study aimed to evaluate the diagnostic accuracy of an administrative database for resected gastric adenomas.

METHODS: Data of patients who underwent endoscopic resection for benign gastric lesions were collected from three hospitals. Gastric adenoma cases were identified in the hospital database using International Classification of Diseases (ICD) 10-codes. The non-adenoma group included patients without gastric adenoma codes. The diagnostic accuracy for gastric adenoma was analyzed based on the pathological reports of the resected specimen.

RESULTS: Among 5,095 endoscopic resections with codes for benign gastric lesions, 3,909 patients were included in …

Leveraging The Electronic Health Record To Implement Emergency Department Delirium Screening, Anita N Chary, Elise Brickhouse, Beatrice Torres, Ilianna Santangelo, Christopher R Carpenter, Shan W Liu, Kyler M Godwin, Aanand D Naik, Hardeep Singh, Maura Kennedy

Faculty, Staff and Students Publications

OBJECTIVE: The aim of this study is to understand how emergency departments (EDs) use health information technology (HIT), and specifically the electronic health record (EHR), to support implementation of delirium screening.

METHODS: We conducted semi-structured interviews with 23 ED clinician-administrators, representing 20 EDs, about how they used HIT resources to implement delirium screening. Interviews focused on challenges participants experienced when implementing ED delirium screening and EHR-based strategies they used to overcome them. We coded interview transcripts using dimensions from the Singh and Sittig sociotechnical model, which addresses use of HIT in complex adaptive health care systems. Subsequently, we analyzed data …

Limitations Of Telemedicine Vs. Face-To-Face Eye Examination In A Patient With New Headaches, Joseph Hallak, Od, Danielle Kalberer, Od

Optometric Clinical Practice

Background: During the emergence and rise of COVID-19, precaution directives and limitations on in-person eye examinations re-routed a significant portion of care to telemedicine and virtual modalities. While these technologies allowed for healthcare communications that otherwise could not occur during such trying times, there are major limitations to these sanctioned applications. This report will present a seemingly benign case that could have easily been re-routed from an in-person examination to a telemedicine version due to the patient’s seemingly “routine” vision complaints.

Case Report: A 50-year-old male patient contacted the eye clinic with a complaint of a minor, new, unexplained headache …

Virtual Visits In Routine Prenatal Care, Katrina K. Wu

MUSC Theses and Dissertations

Problem

One million pregnant persons in the United States do not receive early prenatal care or the recommended number of prenatal visits each year, and this gap in care access disproportionately affects people of color, those with lower incomes, and those living in rural communities. Telemedicine was widely utilized in prenatal care during the COVID-19 pandemic, and optimizing prenatal telemedicine has the potential to improve prenatal care access beyond the pandemic.

Purpose

This dissertation focused on examining the integration of virtual visits in routine prenatal care during the COVID-19 pandemic. The purpose of this dissertation was to:

Aim 1. Explore …

Increasing Colorectal Cancer Screening Uptake Among Hispanic/Latino Patients: A Quality Improvement Initiative, Erick Hernandez Campos, Elizabeth Morse, David Phillippi

DNP Projects

Background: In 2021, cancer (CRC) screening rates for Latino men (42%) and women (47.5%) remain well below the Health People 2020 target (70.5%). Extensive documentation of barriers for screening include language, insurance status, and other sociocultural barriers which contribute to delays in diagnosis and/or diagnosis at advanced stages of the disease, and worse health outcomes. Latinos need culturally and linguistically appropriate health promotion interventions aimed to increase CRC screening rates with any modality (FIT, Cologuard, or Colonoscopy).

Methods: The Donabedian Structure-Process-Outcome (S-P-O) Model for quality improvement was used to develop and target a provider-driven, language-concordant communication interventions for …

Perspectives Of People With Cancer Or Hereditary Cancer Risk On The Use And Value Of Online Peer Support, Jill Holdren, Karl Surkan, Andrea Downing

Journal of Patient-Centered Research and Reviews

Purpose: People with cancer routinely seek information and support in peer groups online. While peer communities constitute a major component of the health care landscape, they exist in isolation from clinical and research institutions. This study aimed to explore how and why cancer patients utilize online peer support groups and how they might be improved.

Methods: A convenience sample of members of 6 closed Facebook cancer peer support groups (n = 291) participated in an online needs assessment survey. We further conducted semi-structured interviews with 14 members and 6 moderator-patients, hand-coding the free-text responses and interview transcripts.

Results: Group …

Attitudes Toward Personal Health Data Sharing Among People Living With Sickle Cell Disorder, Exemplar For Study Of Rare Disease Populations, Rebecca Baines, Sebastian Stevens, Zainab Garba-Sani, Arunangsu Chatterjee, Daniela Austin, Simon Leigh

Journal of Patient-Centered Research and Reviews

Purpose: Rare conditions are often poorly understood, creating barriers in determining the value treatments can provide. This study explored barriers and facilitators to personal health data sharing among those with one particular group of rare hematologic disorders, ie, sickle cell disorder (SCD) and its variants.

Methods: A single online focus group among those > 18 years of age and living with SCD was conducted. Participants (N = 25) were recruited through a United Kingdom-based SCD charity. Discussions were transcribed verbatim, with data therein analyzed using inductive thematic analysis.

Results: Five primary motivators for sharing health data were identified: improving awareness; knowing …

Exploring Hapi Incidence In Patients Admitted Through The Ed: A Quality Improvement Initiative, Alexa L. Tietgens

DNP Projects

Each year in the U.S., pressure injuries, or PIs, are responsible for more than 60,000 patient deaths and billions of dollars’ worth of treatment costs. Research shows that roughly 95% of all PIs are preventable by following evidence-based practice guidelines which include early identification of patients at risk, frequent skin assessments, and implementation of prevention strategies. However, the ED environment creates unique risks for PI development due to the routine use of hard surfaces (i.e., stretchers, backboards, exam tables) and frequent hospital overcrowding. Although nurses play a pivotal role in PI prevention, frequent staffing shortages, high patient acuity levels, and …

Privacy Preservation In Smart Meters: Current Status, Challenges And Future Directions, Jonathan Kua, Mohammad Belayet Hossain, Iynkaran Natgunanathan, Yong Xiang

Faculty, Staff and Student Publications

Recent years have seen the rapid development of technologies in Smart Grids (SGs) to enhance electricity networks with digital and data communication technologies. SGs can proactively detect, react, and respond to dynamic changes in the network. SGs can also enhance the efficiency and reliability of electricity supplies and promote the integration of renewable energy sources. Smart Meters (SMs) are often seen as the first step to a successful implementation of SGs. While SMs enable Utility Providers and consumers to obtain near real-time information of energy consumption, they can also be exploited to infer sensitive consumer data. Therefore, privacy preservation in …

Telemental Health In Emergency Care Settings: A Qualitative Analysis Of Considerations For Sustainability And Spread, Mckenzie K Roddy, Patricia Chen, Alvin D Jeffery, Jeydith Gutierrez, Melissa Rubenstein, Corey Campbell, Eric Blake, Michael J Ward

Faculty, Staff and Students Publications

Objectives: Following rapid uptake of telehealth during the COVID-19 pandemic, we examined barriers and facilitators for sustainability and spread of telemental health video (TMH-V) as policies regarding precautions from the pandemic waned.

Methods: We conducted a qualitative study using semistructured interviews and observations guided by RE-AIM. We asked four groups, local clinicians, facility leadership, Veterans, and external partners, about barriers and facilitators impacting patient willingness to engage in TMH-V (reach), quality of care (effectiveness), barriers and facilitators impacting provider uptake (adoption), possible adaptations to TMH-V (implementation), and possibilities for long-term use of TMH-V (maintenance). Interviews were recorded, transcribed, and analyzed …

A Case Of Galeazzi Fracture Subluxation Of Left Forearm In Paediatric Age Group, Sauparna Dey

Digital Journal of Clinical Medicine

A case report of a rare form of fracture- Galeazzi fracture subluxation in paediatric age group. Showing post operative progress of the patient, with a discussion on possible methodology of approaching such fractures. Correct management of the fracture is essential for proper healing and avoiding complications.

A Case Of Obstructed Left Diaphragmatic Hernia, Shikha Agarwal Dr.

Digital Journal of Clinical Medicine

Diaphragmatic hernia is protrusion of abdominal viscera into the chest cavity. Most commonly seen due to congenital defects in the diaphragm, hence causing herniation of abdominal contents including stomach, bowel, pancreas, omentum. Acquired diaphragmatic hernia can be secondary to injury to diaphragm. Patient presents with respiratory distress, due to reduced lung expansion. Early correlation with radiological scans is required for appropriate timely management, to prevent further deterioration of condition.

Advancing Health Equity In The Us Military, James D. Mancuso, John Young, Jennifer Rusiecki, Shauna Stahlman, Natasha Schvey, Toya Randolph, Candy Wilson, Catherine Witkop, Patrick Hyde, Althea Green, Patcho Santiago, Donald Shell, Tracy Sbrocco

Journal of Health Disparities Research and Practice

Eliminating health disparities and achieving health equity are central to US national health objectives and the Military Health System’s “quadruple aim,” which has readiness as its core aim. Because military service members enjoy universal eligibility for health care, it is sometimes assumed that health disparities do not exist in the Department of Defense (DoD). However, while some studies have shown that disparities have been attenuated or eliminated in the DoD, others suggest that significant disparities remain. Reasons these disparities may remain include that universal eligibility for care does not necessarily result in equal to access to care, and that equal …

Taking A Load Off: User Perceptions Of Smart Offloading Walkers For Diabetic Foot Ulcers Using The Technology Acceptance Model, M G Finco, Gozde Cay, Myeounggon Lee, Jason Garcia, Elia Salazar, Tze-Woei Tan, David G Armstrong, Bijan Najafi

Center on Aging Staff Publications

People with diabetic foot ulcers (DFUs) are commonly prescribed offloading walkers, but inadequate adherence to prescribed use can be a barrier to ulcer healing. This study examined user perspectives of offloading walkers to provide insight on ways to help promote adherence. Participants were randomized to wear: (1) irremovable, (2) removable, or (3) smart removable walkers (smart boot) that provided feedback on adherence and daily walking. Participants completed a 15-item questionnaire based on the Technology Acceptance Model (TAM). Spearman correlations assessed associations between TAM ratings with participant characteristics. Chi-squared tests compared TAM ratings between ethnicities, as well as 12-month retrospective fall …

An Artificial Neural Network For Nasogastric Tube Position Decision Support, Ignat Drozdov, Rachael Dixon, Benjamin Szubert, Jessica Dunn, Darren Green, Nicola Hall, Arman Shirandami, Sofia Rosas, Ryan Grech, Srikanth Puttagunta, Mark Hall, David J Lowe

Faculty, Staff and Student Publications

PURPOSE: To develop and validate a deep learning model for detection of nasogastric tube (NGT) malposition on chest radiographs and assess model impact as a clinical decision support tool for junior physicians to help determine whether feeding can be safely performed in patients (feed/do not feed).

MATERIALS AND METHODS: A neural network ensemble was pretrained on 1 132 142 retrospectively collected (June 2007-August 2019) frontal chest radiographs and further fine-tuned on 7081 chest radiographs labeled by three radiologists. Clinical relevance was assessed on an independent set of 335 images. Five junior emergency medicine physicians assessed chest radiographs and made feed/do …

Pediatric Consultation-Liaison Psychology: Insights And Lessons Learned During The Covid-19 Pandemic, Nicole M Schneider, Dara M Steinberg, Andrea M Garcia, Jessy Guler, Emily Mudd, A Monica Agoston, Katherine N Schwartzkopf, Kristin A Kullgren, Laura Judd-Glossy

Faculty, Staff and Students Publications

COVID-19 has presented a variety of challenges to the provision of psychology services. In the first month of the pandemic, pediatric consultation-liaison (CL) psychologists reported significant changes in methodology of service delivery (Steinberg et al. in Clin Pract Pediatr Psychol 9:1, 2020). To better understand how and if these changes persisted, as well as other emerging trends, a follow-up study examined changes and challenges six months into the pandemic. An anonymous questionnaire assessed topics related to pediatric CL psychology including practice changes, perception of changes, and institutional support. The questionnaire was sent to the APA Society of Pediatric Society's special …

Bacteremia Due To Non-Staphylococcus Aureus Gram-Positive Cocci And Risk Of Cardiovascular Implantable Electronic Device Infection, Supavit Chesdachai, Larry M Baddour, M Rizwan Sohail, Bharath Raj Palraj, Malini Madhavan, Hussam Tabaja, Madiha Fida, Brian D Lahr, Daniel C Desimone

Faculty, Staff and Students Publications

BACKGROUND: Cardiovascular implantable electronic device (CIED) infection carries significant morbidity and mortality with bacteremia being a possible marker of device infection. A clinical profile of non-Staphylococcus aureus gram-positive cocci (non-SA GPC) bacteremia in patients with CIED has been limited.

OBJECTIVE: To examine characteristics of patients with CIED who developed non-SA GPC bacteremia and risk of CIED infection.

METHODS: We reviewed all patients with CIED who developed non-SA GPC bacteremia at the Mayo Clinic between 2012 and 2019. The 2019 European Heart Rhythm Association Consensus Document was used to define CIED infection.

RESULTS: A total of 160 patients with CIED …

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 …

Interprofessional Collaboration Optimizes Oncology Navigation Efficiency And Value​, Lauri Ledbeter, Whitney Daws, Rebekah Hart, Lindsay Shimizu

Providence Nursing Research Conference 2023 – Present

Background: Oncology navigation programs have evolved to include services for addressing cancer care barriers, focusing on care coordination, patient experience, and care value, and may include nurses, social workers, and non-licensed trained workers as care navigators. The 2023 Enhancing Oncology Payment Model (EOPM) requires navigation services and emphasizes improving care value and outcomes. Effective healthcare navigation and collaboration can improve value by reducing care duplication, missed appointments, and emergency admissions; identifying and addressing health-related social needs; addressing health inequities; and improving time-to-treatment initiation and patient retention. The Institute of Medicine also advocates for healthcare professionals to work interprofessionally, implement quality …

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 …

Evaluating Implementation And Barriers To Sustainability Of An Asthma Clinical Quality Improvement Project, Holly Uphold Phd, Ms, Diane Liu Md, Faap

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Purpose and Objectives

Asthma is an important public health issue in Utah and quality asthma care is essential to addressing the burden of asthma. The purpose of this initiative was to evaluate clinical asthma quality improvement (QI) program delivery formats and identify barriers to sustaining QI processes.

Intervention Approach

The focus of the intervention was to improve clinical asthma care through reducing variation in clinician knowledge about recommended asthma care and facilitating process improvements in asthma care delivery using Academic Detailing (AD) and Learning Collaboratives (LC) QI delivery formats.

Evaluation Methods

A pre/post-test design was used to compare improvements between …

Performance Of A Sars-Cov-2 Rt-Pcr Assay With Non-Traditional Specimen Types, Subathra Marimuthu, Holly Aliesky, Heather Ness, Daniya Sheikh, Sathya Rashmit, Dawn Balcom, Leslie A. Wolf

The University of Louisville Journal of Respiratory Infections

During the first two years of the coronavirus disease 2019 (COVID-19) pandemic, nasopharyngeal (NP) specimens were the gold standard for clinical diagnostic testing. As information about the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causing the pandemic continued to be shared, it was clear that the virus could be detected in other specimen types during an active infection. The University of Louisville Infectious Diseases Laboratory accepted non-traditional specimen types, most without a paired, positive NP result, for research purposes only to support local epidemiology efforts. A real-time reverse transcription-polymerase chain reaction (RT-PCR) assay originally validated for NP specimens was used …

What? Now A Respiratory Syncytial Virus Epidemic, Aya Allam, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.