Interprofessional Education Commons^™

Development And Validation Of Machine Learning-Based Race-Specific Models To Predict 10-Year Risk Of Heart Failure: A Multicohort Analysis, Matthew W Segar, Byron C Jaeger, Kershaw V Patel, Vijay Nambi, Chiadi E Ndumele, Adolfo Correa, Javed Butler, Alvin Chandra, Colby Ayers, Shreya Rao, Alana A Lewis, Laura M Raffield, Carlos J Rodriguez, Erin D Michos, Christie M Ballantyne, Michael E Hall, Robert J Mentz, James A De Lemos, Ambarish Pandey

Faculty, Staff and Students Publications

BACKGROUND: Heart failure (HF) risk and the underlying risk factors vary by race. Traditional models for HF risk prediction treat race as a covariate in risk prediction and do not account for significant parameters such as cardiac biomarkers. Machine learning (ML) may offer advantages over traditional modeling techniques to develop race-specific HF risk prediction models and to elucidate important contributors of HF development across races.

METHODS: We performed a retrospective analysis of 4 large, community cohort studies (ARIC [Atherosclerosis Risk in Communities], DHS [Dallas Heart Study], JHS [Jackson Heart Study], and MESA [Multi-Ethnic Study of Atherosclerosis]) with adjudicated HF events. …

An International Study Of Interobserver Variability Of “String Sign” Of Pancreatic Cysts Among Experienced Endosonographers, Wanda Phipatanakul, David T Mauger, Theresa W Guilbert, Leonard B Bacharier, Sandy Durrani, Daniel J Jackson, Fernando D Martinez, Anne M Fitzpatrick, Amparito Cunningham, Susan Kunselman, Lisa M Wheatley, Cindy Bauer, Carla M Davis, Bob Geng, Kirsten M Kloepfer, Craig Lapin, Andrew H Liu, Jacqueline A Pongracic, Stephen J Teach, James Chmiel, Jonathan M Gaffin, Matthew Greenhawt, Meera R Gupta, Peggy S Lai, Robert F Lemanske, Wayne J Morgan, William J Sheehan, Jeffrey Stokes, Peter S Thorne, Hans C Oettgen, Elliot Israel

Faculty, Staff and Students Publications

Asthma remains one of the most important challenges to pediatric public health in the US. A large majority of children with persistent and chronic asthma demonstrate aeroallergen sensitization, which remains a pivotal risk factor associated with the development of persistent, progressive asthma throughout life. In individuals with a tendency toward Type 2 inflammation, sensitization and exposure to high concentrations of offending allergens is associated with increased risk for development of, and impairment from, asthma. The cascade of biological responses to allergens is primarily mediated through IgE antibodies and their production is further stimulated by IgE responses to antigen exposure. In …

Inferior St-Elevation Myocardial Infarction Presenting When Urgent Primary Percutaneous Coronary Intervention Is Unavailable: Should We Adhere To Current Guidelines?, Yochai Birnbaum, Glenn N Levine, John French, Juan Carlos Kaski, Dan Atar, Mahboob Alam, David Hasdai, Hani Jneid, Barry F Uretsky

Faculty, Staff and Students Publications

The pivotal studies that led to the recommendations for emergent reperfusion therapy for ST-elevation myocardial infarction (STEMI) were conducted for the most part over 25 years ago. At that time, contemporary standard treatments including aspirin, statin, and even anticoagulation were not commonly used. The 2013 American College of Cardiology Foundation (ACCF)/American Heart Association (AHA) guidelines and the 2017 European Society of Cardiology guidelines give a class I recommendation (with the level of evidence A) for primary percutaneous coronary intervention (pPCI) in patients with STEMI and ischemic symptoms of less than 12 h. However, if the patient presents to a hospital …

Aaim Recommendations For The 2020-2021 Internal Medicine Residency Application Cycle In Response To The Covid-19 Pandemic, Katherine C Chretien, Jaya M Raj, Reeni A Abraham, Paul Aronowitz, Donna J Astiz, Shobhina G Chheda, Ernie L Esquivel, Maria M Garcia, Nadia Ismail, Susan Lane, Suzanne E Mclaughlin, Anne Pereira, Amy W Shaheen, Abby L Spencer, Kimberly M Tartaglia, Lisa L Willett

Faculty, Staff and Students Publications

This statement was released in June 2020 by the Alliance for Academic Internal Medicine to provide guidance for the 2020-2021 residency application cycle in light of the COVID-19 pandemic. While many of the recommendations are specific to this cycle, others, such as the Department Summary Letter of Evaluation, are meant to be an enduring change to the internal medicine residency application process. AAIM realizes that some schools may not yet have the tools or resources to implement the template fully this cycle and look toward collaboration within the internal medicine education community to facilitate adoption in the cycles to come.

Implementation Of A Hospital Medicine Rotation And Curriculum For Internal Medicine Residents, Doris Lin, Chirayu Shah, Erica Lescinskas, Cory Ritter, Lindsey Gay

Faculty, Staff and Students Publications

INTRODUCTION: Hospital medicine is a growing field that focuses not only on expertise in inpatient medicine but also on knowledge of nonclinical health system topics. The traditional model for resident education does not lend itself to learning these topics. We developed a unique ward rotation with a dedicated curriculum called the Resident Inpatient Training Experience (RITE) to address this deficiency.

METHODS: The RITE rotation was initially implemented in the 2013-2014 academic year. The curriculum accompanying the rotation contained four case-based modules that included content on patient safety, quality improvement, cost-conscious care, hospital metrics/reimbursement, physician billing and coding, and transitions of …

Teaching Diagnostic Reasoning To Faculty Using An Assessment For Learning Tool: Training The Trainer, Adam Cohen, Moushumi Sur, Martin Weisse, Kathryn Moffett, Jeffrey Lancaster, Renee Saggio, Geeta Singhal, Satid Thammasitboon

Faculty, Staff and Students Publications

INTRODUCTION: There is a need for a standardized approach to understand and assess clinical reasoning in medical learners. The Assessment of Reasoning Tool was developed based on prevalent theories and frameworks using a multidisciplinary expert panel. As the tool provides a standardized rubric for assessing clinical reasoning, we designed an interactive train-the-trainer workshop for clinical educators and education leaders interested in improving their teaching skills and/or introducing curricula surrounding diagnostic reasoning.

METHODS: In this workshop, participants were exposed to the major domains of diagnostic reasoning and how to apply it to the assessment of a learner's skills. Kolb's experiential learning …

Strategies To Improve Interdisciplinary Communication In An Acute Care Inpatient Pediatric Unit, Sarah Thompson, Haley Pelletier, Barbara Bush Children's Hospital-Inpatient, Maine Medical Center, Suneela Nayak, Ruth Hanselman, Stephen Tyzik

MaineHealth Maine Medical Center

Interdisciplinary patient rounding has been shown to improve patient and family satisfaction as well as reduce patient length of stay and readmission rates. In an acute care inpatient pediatric unit, baseline metrics demonstrated that 100% of the time, nursing was not included in these rounds thus resulting in sub optimal communication.

The goal of this performance improvement project was to attain increased nursing participation. Data collection demonstrated several reasons for lack of participation and corrective actions were instituted. After undertaking this KPI goal and utilizing operational excellence, 95% of the time, nurses were called to morning rounds with the medical …

Improving Type And Screen Specimen Collection Prior To Elective Surgery, Nordx Blood Bank Staff, Haley Pelletier, Suneela Nayak, Stephen Tyzik, Ruth Hanselman

MaineHealth Maine Medical Center

To avoid delays in the availability of compatible blood for elective surgery patients requiring transfusion, a type and screen specimen should be completed at least 24 hours prior to surgery. Baseline metrics in an acute care inpatient blood bank demonstrated a significant number of cases with no type or screen completed.

The objective of this KPI was to prevent any delays in providing compatible blood products to scheduled surgical patients. Several internal and external system issues were identified as a result of a root cause analysis and a number of actions were initiated.

Outcomes have been positive. Data collection post …

Delirium Reduction Strategies For The Critically Ill, June Chaves, Sam Canonico, Will Cheney, Tammy Corey, Gil Fraser, Alex Kowalewski, Jen Low, Cardiac Intensive Care Unit, Haley Pelletier, Cathy Palleschi, Stephen Tyzik, Suneela Nayak, Ruth Hanselman

MaineHealth Maine Medical Center

Delirium, an acute and fluctuating disturbance of consciousness and cognition, is a common manifestation of acute brain dysfunction in critically ill patients. Patients with delirium have longer hospital stays and a lower 6-month survival rate than do patients without delirium. Preliminary research suggests that delirium may be associated with cognitive impairment that persists months to years after discharge.

In a large acute care hospital, the cardiac intensive care staff became interested in mitigating their unit’s high delirium rate of ventilated patients. At baseline, many members of the healthcare team did not believe that delirium could be prevented and the predominant …

Improving Cardiology Patient Flow In Nuclear Medicine, Kelly Haar, Hannah Sullivan, Kathryn Laverdiere, Nuclear Medicine Department, Haley Pelletier, Stephen Tyzik, Suneela Nayak, Ruth Hanselman

MaineHealth Maine Medical Center

At baseline, a nuclear medicine department found it difficult to complete cardiac stress tests within scheduled times. Using the performance improvement process, a nuclear medicine department looked to improve patient experience related to wait times for this test.

Two goals were identified and a root cause analysis was initiated. After identifying some process issues, two KPIs were developed to address them.

A root cause analysis identified some processing issues and two KPIs were instituted to address them.

As a result, one outcome was to hire an additional physician assistant to address the barrier of inadequate cardiology coverage. Next steps include …

Communication Of Medication Side Effects In An Acute Care Hospital, Deb Bachand, Rachel Caiola, R6 Neurology Med-Surg Unit, Haley Pelletier, Brendan Lilley, Suneela Nayak, Ruth Hanselman, Stephen Tyzik

MaineHealth Maine Medical Center

COMMUNICATION OF MEDICATION SIDE EFFECTS IN AN ACUTE CARE HOSPITAL

Effective patient education of prescribed medication side effects improves patient safety and reduces overall risk. On an acute care hospital unit, nursing staff felt previous attempts at this education had been ineffective as demonstrated by their HCAHPs scores for communication about medications.

A root cause analysis demonstrated some flaws and several countermeasures were instituted. The goal of this KPI project was to attain a higher than national average for the specific HCAHPs score.

Post KPI inception, the unit’s HCAHPs data showed steady improvement. Within one month, the goal of an …

Perspectives Of Healthcare Practitioners: An Exploration Of Interprofessional Communication Using Electronic Medical Records, Shoshana H. Bardach, Kevin Real, David R. Bardach

Graduate Center for Gerontology Faculty Publications

Contemporary state-of-the-art healthcare facilities are incorporating technology into their building design to improve communication and patient care. However, technological innovations may also have unintended consequences. This study seeks to better understand how technology influences interprofessional communication within a hospital setting based in the United States. Nine focus groups were conducted including a range of healthcare professions. The focus groups explored practitioners’ experiences working on two floors of a newly designed hospital and included questions about the ways in which technology shaped communication with other healthcare professionals. All focus groups were recorded, transcribed, and coded to identify themes. Participant responses focused …

Perspectives On Teaching The International Classification Of Functioning, Disability, And Health Model To Physical Therapy Students, Cherie Peters-Brinkerhof

Physical Therapy Collection

BACKGROUND: During a re-accreditation visit, deficiencies were discovered in the clinical education curriculum regarding patient-centered care in a Doctorate of Physical Therapy program. To understand the problem and address those deficiencies, the clinical internship experience was examined using the International Classification of Functioning, Disability, and Health (ICF) model as a conceptual framework for clinical reasoning.

OBJECTIVE: This qualitative case study aimed to study (1) perceptions of physical therapy (PT) students regarding their knowledge and learning experiences during clinical affiliations and what knowledge they acquired of the ICF as applied to patient-centered care during their internship, and (2) the perceptions of …