Medicine and Health Sciences Commons^™

Provider Perceptions Of Virtual Reality As A Therapeutic Tool, Margaret Eberts, Christine Vincent, Tejal U. Naik, Md, Virginia O'Hayer

Phase 1

Introduction: Virtual reality (VR) shows significant potential as a healthcare tool, especially in the management of anxiety disorders and pain. However, despite recent studies demonstrating the effectiveness of VR, there continues to be limited use among providers. A lack of resources and understanding of the feasibility of clinical VR use may present a significant barrier for VR implementation. Through studying the perceptions of providers using VR clinically, this study aims to understand the achievability of VR as a standardized therapy.

Methods: Researchers distributed an online, self-administered questionnaire to healthcare providers identified on VR application websites. The questionnaire consisted of five …

Cryo Vs Rf P-Wave Characteristics Comparative Analysis, John Schanz, Waleed Khan, Behzad B. Pavri

Phase 1

Introduction: Atrial fibrillation (AF) is the leading cause of stroke. Patients with drug-refractory AF are managed with Radiofrequency (RF) or Cryoballoon (Cryo) pulmonary vein isolation (PVI). Approximately 30% of PVIs result in AF recurrences. There is clinical utility in identifying patients at higher risk of AF recurrence with readily available ECG parameters.

Methods: This retrospective study analyzed the ECG characteristics and AF recurrence of 86 paroxysmal AF patients who underwent PVI. Baseline characteristics were collected by chart review and p-wave parameters were measured with electronic calipers in the MUSE (GE) ECG database. AF recurrence was defined as any documented atrial …

Impact Of Algorithmic Bias On Hospital Risk Stratification Scores Among Insurance Recipients, Andrew Zeiger, Victoria Gulick, Tejal U. Naik

Phase 1

Introduction: Although medical schools are implementing programs to promote student scholarship, few programs exist to informally promote inter-student collaboration. Considering many medical students are early in the process of deciding what they want to spend their lives pursuing, and high levels of social connection and engagement may reduce burnout, we sought to evaluate medical students’ attitudes about inter-student collaboration.

Methods: Approximately 1000 medical students in all classes at Sidney Kimmel Medical College (SKMC) were invited to complete a questionnaire. Data collection remains active. Survey questions included a rank order choice on how respondents would use a tool to learn about …

Provider Perceptions Of Virtual Reality As A Therapeutic Tool, Christine Vincent, Margaret Eberts, Tejal U. Naik, C. Virginia O'Hayer

Phase 1

Introduction: Virtual reality (VR) can be an effective healthcare tool, particularly applied to anxiety and pain management. Despite significant interest in VR, lack of resources and knowledge regarding feasibility are barriers to implementation. This study aims to understand the current clinical usage of VR and the achievability of VR as a standardized therapy, by assessing VR healthcare providers.

Methods: An online, self-administered questionnaire with five sections—respondent demographics, VR value, onboarding, billing, and clinical use—was distributed. Providers, identified on VR application websites, were contacted via email. Inclusion criteria was providers in the United States using VR actively or in the past …

Readmission Risk Assessment Tool For Stroke Patients, Simran Rahi, Sasha Mitts, Dominick Battistini, Tiffany D’Souza, Bryan Sadler, Krista Mar, Maureen Deprince, Deborah Murphy, Diana Tzeng, Md

Phase 1

Introduction: Strokes are one of the leading causes of morbidity and mortality in the world and its cost of management has vastly increased; an effective prediction tool that utilizes artificial intelligence to lower the rate of stroke-related readmissions has the potential to lower healthcare costs and increase the quality of provider care. We hypothesize that machine learning techniques are superior to traditional statistics when determining the likelihood of 30-day readmission for Jefferson’s stroke patients.

Methods: Jefferson’s existing data on stroke patients were cleaned, aggregated, and prepared to be split into train and test sets. Using the train sets, machine learning …

Machine Learning Models For 6-Month Survival Prediction After Surgical Resection Of Glioblastoma, Jeffrey Gray, Lohit Velagapudi, Michael Baldassari, Bryan Sadler, David Vuong

Phase 1

Introduction: The role of surgical resection for the treatment of glioblastoma multiforme is well established. Survival analysis after resective surgery in the literature comprises mostly of traditional statistical models. Machine learning models offer powerful predictive and analytical capability for varied datasets and offer improved generalizability and scalability. We analyzed survival data of patients with glioblastoma with various machine learning algorithms and compared it to binary logistic regression.

Methods: We retrospectively identified cases of glioblastoma treated with surgical resection at our institution from 2012-2018. Feature scaling and one-hot encoding was used to better fit the models to the data and used …

Patient Tolerance To Virtual Reality-Based Vestibular Rehabilitation: A Scoping Review, Michael Knapp, Tejal Naik

Phase 1

Introduction: Virtual reality-based therapy (VRBT) using head-mounted devices (HMDs) is being explored as a novel treatment modality for rehabilitation of vestibular disorders. We hypothesize there may exist unique risks and side effects to VRBT using HMDs in the vestibular patient population which no previous studies have directly explored. This scoping review compiles all currently published data concerning vestibular patient tolerance to this treatment modality and provides preliminary interpretation of overall risks.

Methods: An exhaustive list of search terms covering virtual reality, HMDs, vestibular disorders, side effects, and adverse events were submitted to six different databases. Returned papers were uploaded to …

Detecting Anterior Cruciate Ligament Tears And Posterolateral Corner Injuries On Magnetic Resonance Imaging, Paul Woloszyn, Vishal Desai, Md, Simukayi Mutasa, Md, Tiffany D’Souza, Dominick Battistini, Sasha Mitts, Bryan Sadler

Phase 1

Introduction: Anterior Cruciate Ligament (ACL) tears are an extremely common orthopedic injury, with an incidence ranging from 39-52 per 100,000. Knee Magnetic Resonance Imaging (MRI) scans are the gold standard for diagnosing ACL tears and their comorbidities, such as posterolateral corner injuries; the results of these scans determine the appropriate treatment needed for patients. There is evidence that machine learning can be used to automate the detection of pathology on MRI, and we hypothesize that we can train a neural network machine learning model to accurately interpret ACL injuries and posterolateral corner injuries.

Methods: We will be analyzing over 1000 …

Creation Of A Web-Based Tool To Facilitate Community Connectivity, Peter Zdunek, Sarah Reed, Saima Anis, J. Alex Wrem

Phase 1

Introduction: Artificial intelligence-based modelling has created an opportunity to improve upon existing hospital readmission risk score systems by redefining priority and uncovering new criteria, but inherent systematic errors known as algorithmic bias can impact applicability. This study evaluated whether there is racial bias for unplanned readmission risk scores in a novel model prepared for the CMS AI challenge.

Methods: The study population provided by the CMS challenge included Medicare recipients from 2012 (unique beneficiaries n=1,667,362, total claims n=34,233,260). Risk scores for unplanned hospital readmissions were projected on the basis of clinical and demographic criteria, including age, sex, comorbidities, and prior …

Uncalibrated Chronotypes: Circadian Clocks In The Wake Of Covid-19, Nicolas Nelson, Zachary Highley-Gergel, Nicole Simone, Nikolaos Mouchtouris, Adam Dicker

Phase 1

Background: All life is attuned to Earth’s light–dark cycle. In humans, the hypothalamus calibrates the body to circadian cycles of homeostatic activity. The mechanism responsible may run shorter or longer than 24 hours, which is thought to be the basis of chronotype—an intrinsic preference for mornings or evenings. Circadian rhythms can be recalibrated by environmental cues (lighting, temperature, mealtimes) to keep the body aligned with societal time; however, chronic disruptions produce a range of adverse cognitive effects. Early COVID-19 stay-at-home conditions were unique for students because their cues no longer adhered to strict scheduling. Our objective was to determine how …

Jefferson Digital Commons Quarterly Report: July-September 2020, Kelsey Duinkerken, Msi, Larissa Gordon, Mslis, Med, Ma

Jefferson Digital Commons Reports

Included in this Report

• Abington Health Articles
• Articles
• Collaborative Healthcare: Interprofessional Practice, Education, and Evaluation (JCIPE)
• Collaborative Research and Evidence shared Among Therapists and Educators (CREATE Day)
• Covid 19-: Spread the Science, Not the Virus
• Department of Family and Community Medicine Presentations and Grand Rounds
• Master of Population Health Program Thesis and Capstone Presentations
• Master of Public Health Thesis and Capstone Presentations
• Jefferson Surgical Solutions
• The Medicine Forum
• Sex and Gender Health Education Summit 2020
• Student Papers and Posters
• Misc. Uploads
• What people are saying about the Jefferson Digital Repository

Jefferson Digital Commons Quarterly Report: April-June 2020, Kelsey Duinkerken, Msi, Larissa Gordon, Mslis, Med, Ma

Jefferson Digital Commons Reports

This quarterly report includes:

• New Collection: COVID-19 Papers, Posters, and Presentations
• Articles
• Collaborative Research and Evidence Among Therapists and Educators (CREATE) Day Presentations
• COVID-19 Working Papers
• Dissertations
• Doctorate of Occupational Therapy (OTD) Capstones
• Educational Materials
• From the Archives
• Grand Rounds and Lectures
• House Staff Quality Improvement and Patient Safety Posters
• JeffMD Scholarly Inquiry Abstracts
• Journals and Newsletters
• Master of Public Health Capstone Presentations
• Posters
• Spread the Science, NOT the Virus Seminar Series
• What People are Saying About the Jefferson the Digital Commons

Jefferson Digital Commons Quarterly Report: January-March 2020, Kelsey Duinkerken, Msi, James Copeland, Libt, Larissa Gordon, Mslis, Med, Ma

Jefferson Digital Commons Reports

This quarterly report includes:

• New Look for the Jefferson Digital Commons
• Articles
• COVID-19 Working Papers
• Educational Materials
• From the Archives
• Grand Rounds and Lectures
• JeffMD Scholarly Inquiry Abstracts
• Journals and Newsletters
• Master of Public Health Capstones
• Oral Histories
• Posters and Conference Presentations
• What People are Saying About the Jefferson the Digital Commons

Paging: A Collection Of Short Stories, Shruthi Deivasigamani, Katherine Hubbard, Ma

Phase 1

Introduction: Paging is a series of thematically interconnected short stories that take place at a single fictional urban hospital center. The guiding questions that the stories explore are twofold: other than doctors and patients, what kinds of people spend their time in a hospital? And, what kind of place is the hospital for these people?

Methods: The background research for Paging began by exploring written works of fiction, nonfiction, and memoir set in hospitals. After I had developed a set of guiding research questions, I spent the summer at a major hospital in New York City, where I was able …

Improving The Inhaler, Bradley Freid, Jesse Evensky, Kabir Malkani, Alex Reibstein, Gregory C. Kane, Md

Phase 1

Background: Inhaled drugs play a critical role in caring for patients with respiratory disease such as COPD and asthma. It is understood that many of the patients that use inhalers to deliver these drugs to their lungs use them entirely improperly or in a sub-optimal manner. Improving the inhaler design for increased effectiveness and ease of use was the focus of this project.

Methods: A pulmonary critical care attending was interviewed regarding patient inhaler use. The attending provided information about proper inhaler use and also described patient errors in using the inhaler that were observed. Inhalers that are currently in …

Design Thinking For Community-Provider Collaboration: Designing A Culture- And User-Friendly Refugee Wellness Center, Ellen Solomon, Oluwatoni Okuboyejo, Shandon Coffman, Brandon Joa, Bon Ku, Md, Mpp

Phase 1

Background: Designing South Philadelphia’s first permanent healthcare facility dedicated to refugee health presents a unique opportunity to integrate cultural sensitivity with principles of community health. Design thinking (human-centered design) is a promising strategy to address health and social justice concerns through the development of innovative products and services that prioritize population needs. This project utilized design thinking to inform suggestions to the design of Hansjörg Wyss Wellness Center that promote a culturally sensitive and welcoming environment in order to improve healthcare outcomes for the refugee population in Philadelphia.

Methods: Standard qualitative data gathering methods were used to gather insight into …

Health Outcomes In Pathways To Housing Clients, Kimberly Alfonso, Lara Weinstein, Md

Phase 1

Introduction: Homelessness is widespread throughout the United States, with homeless individuals accounting for over half a million of the country’s population. In addition, chronic mental, behavioral, and medical issues are overly expressed in this population. Therefore, the purpose of this project was to determine if the Housing First Model, represented by Pathways to Housing PA, would alleviate these chronic conditions over the course of stay.

Methods: The target population of the study was the homeless population, specifically within the city of Philadelphia. Data was collected via the SAMHSA (Substance Abuse and Mental Health Services Administration) NOMs (National Outcome Measures) survey. …

Analyzing The Attitudes, Beliefs, And Practices Of Breastfeeding Women At Maternity Care Coalition, Angela Heysel, Conor Bradley, Naima Black, Galissa Jones

Phase 1

Introduction: Breastfeeding is essential for health and bonding within the mother-child dyad. Most guidelines, therefore, suggest women continue breastfeeding up to twelve months post-partum. Discrepancies in achieving this exist across zip codes and race in Philadelphia, despite high overall rates of breastfeeding. Our research goal is to understand these discrepancies and the relationship between attitudes and practices of breastfeeding Philadelphian women, in order to target them with breastfeeding resource.

Methods: General population data was collected via an online survey taken by residents of Philadelphia and the surrounding counties, whereas the focus group survey was taken in-person by Maternity Care Coalition …

Perceptions Of Centering Pregnancy At Jefferson’S Maternal Addiction Treatment, Education & Research (Mater) Program, Lindsay Caldarone, Ms, Vanessa Short, Phd, Mph

Phase 1

Introduction: Opioid use and misuse, including during pregnancy, is prevalent across the United States. Many women with opioid use disorder (OUD) face multiple barriers to care, including prenatal care. Group prenatal care, as compared to individual prenatal care, may lead to beneficial outcomes such as reduced odds of preterm birth.

Objective: This study aimed to assess the perceptions of Centering Pregnancy (CP), a group prenatal care program, among women in treatment for OUD.

Methods: The target population included women who participated in the CP program at MATER. Participants (N=6) completed a survey after the last CP session. Survey questions assessed …

The Experience Of Intimate Partner Violence Among Pregnant Women Seeking Treatment For Opioid Use Disorder, Julia Dewey, Diane Abatemarco, Phd, Msw

Phase 1

Introduction: Intimate partner violence (IPV) is a major health issue among those with substance use disorder. A history of partner violence is associated with increased health problems and less improvement in treatment. The perinatal period is a time of increased risk of IPV for women, as well as a key opportunity for opioid use disorder treatment intervention. The purpose of this study is to characterize the experience of partner violence and evaluate the typology of sequelae associated with it in a population of pregnant women seeking medication assisted treatment for opioid use disorder.

Methods: The population of interest in this …

Adolescent Hiv Pre-Exposure Prophylaxis Prescribing Practices Among Family Medicine Physicians: Limited Immediate Uptake, Emma T. Cooper, Steven A. Elsesser, Md, Amy Cunningham, Phd, Mph, Marshal Miller, Md

Phase 1

Introduction: In the United States, individuals aged 13-24 made up 21% of new HIV infections in 2016. In 2018, the FDA approved tenofovir/emtricitabine as HIV pre-exposure prophylaxis (PrEP) for adolescents aged 15-17. In 2019, we examined adolescent PrEP prescribing practices among family medicine physicians at an academic family medicine practice.

Methods: Physicians were invited to complete an online questionnaire assessing PrEP knowledge, attitudes, and prescribing practices. Differences in PrEP knowledge and attitudes among providers who prescribe PrEP to adolescents versus those who do not were examined using independent samples t-tests.

Results: 50 out of 99 surveys were completed. Respondents were …

Perspectives On Lung Cancer Screening In The Philadelphia Lgbtq Community, Kaitlin Demarest, Kristine Pham, Mph, Rickie Brawer, Phd

Phase 1

Introduction: Lung cancer is the leading cause of cancer deaths in the United States, but there are low screening rates across the country. While the prevalence of smoking in the LGBTQ population is disproportionately high, the LGBTQ community may have decreased access to screening, since they are reported to be less likely to have health insurance, more likely to receive inferior care or be denied care. The objective of this project was to better understand the knowledge, beliefs, and attitudes toward lung cancer screening in the LGBTQ community in Philadelphia in order to develop appropriate, community-focused educational materials to increase …

Building Connections: Skmc – Ces Medellín International Exchange Program Development, Elias Borne, Kaitlin Demarest, Rosemary Frasso, Phd, Andres Fernandez, Md, Msed

Phase 1

Introduction: To date, there has been no formal evaluation of the exchange program that sends medical students from Sydney Kimmel Medical College (SKMC) to CES University, Colombia. While many medical schools have international exchange partnerships, little is known about what makes a successful global training experience. This project aims to evaluate the SKMC-CES student exchange program with the goal of improving collaboration between the two universities and creating a logic model backbone for the program going forward.

Methods: Surveys and interviews were done with program participants from the 2018 and 2019 academic years (6 students interviewed and 4 surveyed) exploring …

Lgbt Elder Initiative Thrivers Program Evaluation, Darcy Curtis, David Griffiths

Phase 1

Introduction: Aging with HIV is a critical area of study, especially as the generation that was initially affected by the disease grows older. The LGBT Elder Initiative (LGBT EI) is an organization in Philadelphia that supports and advocates for older members in the LGBT community. The LGBT EI Thrivers program is a community group that meets monthly to discuss what it means to “thrive” with HIV. The purpose of this study is to evaluate the LGBT EI’s Thrivers program and determine what motivates older individual with HIV to become involved in this program and identify the impact of the program. …

Thomas Jefferson Health System Medical Legal Partnership, Theresa Clark Rihn, Ema, Jd, Martha Romney, Rn, Ms, Jd, Mph, Rickie Brawer, Mph, Phd, Mches, Jennifer Roman, Bsn, Rn, Ccm

Phase 1

Introduction: Medical-legal partnerships (MLPs) provide civil legal services in concert with healthcare services to mitigate complex social conditions with health-harming effects. Currently, there are 333 MLPs in 46 states. Thomas Jefferson Health System (TJHS) does not have a systemwide MLP. (Magee Rehabilitation Hospital does have an MLP used by qualifying Magee patients). This project sought to identify the core components of an MLP and to demonstrate the value an MLP would provide TJHS.

Methods: Assessed existing literature. Interviewed an existing MLP director. Patients from the Jefferson Hospital Ambulatory Practice (JHAP) clinic completed a written survey regarding health-harming social-legal …

A Photovoice Project With Latino Youth In Easten North Philadelphia, Maria F. Arisi, Vincent Pepe, John Mckeegan, Caleb Dafilou, Mph, Rickie Brawer, Mph, Phd

Phase 1

Introduction: Eastern North Philadelphia is home to both the highest density Latino population in Philadelphia and some of the poorest health measures of the city. This Latino population is known to face a multitude of barriers to health, such as high rates of poverty, low educational attainment, and language barriers. There is little data showing what the self-identified priority needs of these Latino populations are, and even less showing the needs of Latino youth. Understanding how youth perceive the impact of their social and built environments can bring attention to the issues that the community needs addressed.

Methods: We conducted …

Increasing Food Access: Evaluation Of A Food Buying Club In Philadelphia, Kimberly Hoover, Rickie Brawer, Mph, Phd, Mches

Phase 1

Introduction: Children living in food insecure homes are at higher risk of developing a variety of negative health outcomes, including cardiovascular disease, obesity, and cognitive, emotional and behavioral problems. In order to combat these outcomes, Mercy Neighborhood Ministries of Philadelphia (MNMOP) established a Food Buying Club to increase accessibility and affordability of fresh produce. However, the satisfaction with this program among participants needs to be determined in order to strengthen the program.

Objective: The objective of this quality improvement study was to evaluate parental satisfaction with the MNMOP program, specifically regarding produce options, cost, and variety.

Methods: An online survey …

Examining Israeli Emergency Medical Preparedness In The Context Of Jefferson And Affiliates Practices, Jamie D. Garden, Amit S. Padaki

Phase 1

Introduction: Recent domestic disasters have demonstrated the challenges and vulnerabilities in the US health care disaster preparedness framework, challenges that extend to Thomas Jefferson University Hospital System (TJUH), in Philadelphia, PA. As Israel serves as a global leader in civilian defense and disaster preparedness, this study examines best practices in response to a mass casualty event at Hadassah Hospital in Jerusalem, Israel, and compares them with existing protocol at TJUH. The list of best practices generated from this research allows for a greater understanding of standards that are feasibly employable at TJUH.

Methods: This study examined hospital staff response practices …

High Retention In An Fqhc Moud Program Despite Substantial Vulnerabilities In Population, Qais Iqbal, Lara Weinstein, Md, Mph, Drph

Phase 1

Background: Seventy-thousand people in Philadelphia use heroin, and another 50,000 misuse prescription opioids. Philadelphia has increased its capacity for medication for opioid use disorder (MOUD) with buprenorphine from 100 slots in 2017 to 2,906 as of December 2018, but clearly there is still a need for thousands of more treatment slots. Additionally, recent evaluations reveal people from vulnerable populations, including homeless, non-white, and those with chronic medical diseases, have compounded difficulty accessing MOUD, even if there is sufficient capacity. Our objective was to describe and report initial outcomes of a low-threshold MOUD program at our Federally Qualified Health Center (FQHC) …

Predictors Of Negative Outcomes And Causes Of Loss To Follow Up Among Breast Cancer Patients In Port-Au-Prince, Haiti, A. Johnson, R. R. Henderson, G. Jones, Y. Fujii, P. Haley, J. Bernard, V. Degennaro

Phase 1

Objective: To determine predictors of negative outcomes and causes of loss to follow-up (LTFU) in patients with breast cancer in Haiti.

Design and Methods: Patients seen by Innovating Health International’s (IHI) cancer program were designated as LTFU after at least six months of non-contact (n=606). A cohort of LTFU breast cancer patients (n=101) was compared to the larger population of breast cancer patients (n=939), and a regression model constructed in order to identify risks for death and LTFU. Multiple calls were made to contact LTFU patients, and reasons for LTFU were recorded.

Results: Death and LTFU status were associated with …