Health Services Administration Commons^™

From “Fixer” To “Facilitator”: A Clinical Review Of Shared Medical Appointments As A Strategy For Workforce Sustainability, Barbara A. Slusher

Lynchburg Journal of Medical Science

Clinician burnout remains a significant threat to workforce sustainability, particularly in resource-constrained settings managing complex chronic diseases. While shared medical appointments (SMAs) have demonstrated clear benefits in patient satisfaction and access, their impact on clinician well-being and professional fulfillment is less clearly defined. This review evaluates whether participation in SMAs improves clinician satisfaction and mitigates burnout by facilitating a conceptual transition from isolated “Fixer” to collaborative “Facilitator.”

A targeted literature search of PubMed, the Cochrane Library, and Google Scholar identified peer-reviewed publications examining shared medical appointments and clinician-centered outcomes, including burnout, clinician satisfaction, and workforce sustainability. …

Implementation Readiness For National Cancer Survivorship Care Standards, Christiane J. El Khoury, Meera Gupta, Maryem Shirzadi, Heidi Dowst, Martha Mims, Maysa Abu-Khalaf, Hoda Badr

Kimmel Cancer Center Faculty Papers

IMPORTANCE: Cancer survivorship care is a growing public health priority, yet delivery remains variable across health systems. The National Standards for Cancer Survivorship Care provide a framework for high-quality care, but little empirical evidence exists regarding health system readiness to implement these standards in routine practice.

OBJECTIVE: To assess implementation readiness for the National Standards for Cancer Survivorship Care and identify perceived barriers to implementation.

DESIGN, SETTING, AND PARTICIPANTS: This real-time Delphi survey study was conducted from January to March 2025 at a National Cancer Institute-designated comprehensive cancer center. Participants were multidisciplinary experts involved in cancer survivorship care delivery, care …

Software Tools And Simulation Exercises For Radiation Oncology Cyber-Attack Resiliency, Yevgeniy Vinogradskiy, James Lamb

Department of Radiation Oncology Faculty Papers

This review summarizes the rationale for radiation oncology cyberattack simulation exercises, recent results from multi-institutional resiliency drills, and the landscape of software tools developed to help clinics resume radiotherapy treatments rapidly and safely during a cyberattack or other major clinical software outage. Simulation exercises using record-and-verify (R&V) downtime and File Mode treatment delivery have identified failure modes not apparent in theoretical planning alone, including risks related to treatment documentation, repeated fractions, patient setup, and missed safety checks. Available software tools emphasize insulated backup of DICOM-format planning data and clinical notes, treatment-state dashboards, File Mode treatments, redundant R&V installations, and human-readable …

Transjugular Intrahepatic Portosystemic Shunt (Tips) Outcomes For Variceal Hemorrhage During And After Covid-19: Racial, Payer, And Income Disparities - A National Retrospective Cohort Study With Stratified Sensitivity Analyses, Nakul Ganju, Shubham Gupta, Sahak Hovsepian, Samay Shah, Shaunak Ganju, Farshad Aduli

Student Papers, Posters & Projects

BACKGROUND AND AIMS: Transjugular intrahepatic portosystemic shunt (TIPS) reduces mortality in esophageal variceal hemorrhage. Whether the COVID-19 pandemic worsened existing disparities in outcomes among patients undergoing TIPS remains unclear. We aimed to characterize racial, payer-based, and income-based disparities in post-TIPS outcomes before and after the COVID-19 pandemic.

METHODS: Using the 2016-2022 National Inpatient Sample, we conducted a retrospective cohort analysis of 31,860 weighted hospitalizations of adults with cirrhosis and esophageal variceal hemorrhage who underwent TIPS. Admissions were stratified as pre-COVID (2016-2019) and post-COVID (2020-2022). Primary outcomes were in-hospital mortality, length of stay, and total hospital charges. Multivariable regression models with …

Time For A New Whole-Person Care Pathway For Chest Pain Admissions, Dana Kajan, Sabbir Mirza, Alexander M. Ruiz, Anthony Degennaro, Mohamad S. Saad

HCA Healthcare Journal of Medicine

Background

Emergency department (ED) visits for chest pain are common and costly, and ED workup often shows no clear cardiac etiology in low-risk patients. Emerging evidence suggests that social determinants of health (SDOH) such as loneliness, social isolation, and food insecurity contribute to cardiovascular outcomes and chest pain presentations.

Methods

We interviewed 114 patients (>18 years) presenting with chest pain and a thrombolysis in myocardial infarction (TIMI) score less than 4 at our community teaching hospital ED. Structured questionnaires assessed the SDOH triad of loneliness, social isolation, and food insecurity. Dependent variables included systolic blood pressure (SBP) at admission, …

Using United States Medicare Program Claims To Identify Reliable Measures Of Low Value Services Influenced By Primary Care Physician Decisions, Chris Fleming, Dmitriy Poznyak, Rhea E. Powell, Claire Erba, Eunhae Shin, Rui Wang, Claire Burkhart, Arkadipta Ghosh, Eugene C. Rich

Division of Internal Medicine Faculty Papers & Presentations

BACKGROUND: Low-value services (LVS) are those that “… provide little to no benefit to patients….”¹ Among an existing set of 31 LVS are invasive procedures not typically performed by primary care physicians (PCPs), and other LVS that may be commonly provided by specialists. To facilitate research on the role of primary care physicians in low-value care, we sought to identify the reliability of two subsets of LVS measures that are more directly subject to PCPs’ decisions. We refer to these as primary care adjacent (“PCA”) LVS measures.

METHODS: Retrospective observational cohort study to identify which of a 31-item LVS …

The Power Of Proximity: Driving Hand Hygiene Compliance Through Sanitizer Placement, Jennifer E. Jones, Eric Van Middendorp, Leanne Wendt

Posters

Hand hygiene is the cornerstone of infection prevention in healthcare settings and is particularly critical in the Neonatal Intensive Care Unit (NICU) where patients are highly vulnerable due to immature immune systems and frequent exposure to invasive procedures. Healthcare associated infections (HAIs) remain a significant cause of morbidity and mortality among neonates. Evidence consistently identifies proper hand hygiene as the single most effective intervention to reduce HAIs in NICUs. Despite its simplicity, compliance among healthcare workers is often suboptimal, influenced by factors such as workload and accessibility of hand hygiene resources.

Quality In Action: A Systematic Approach To Central Line Associated Bloodstream Infection Prevention, Jennifer E. Jones, Maggie Simons, Sherri Hoard, Gabriel Laney, Adam Nicholson, Victoria Springvloed, Tracy James, Erica Tuffs

Posters

Central line associated bloodstream infections (CLABSIs) are a major source of morbidity, mortality, and increased healthcare costs in hospitalized patients. Reducing CLABSI rates requires more than isolated interventions; it demands a coordinated, multi-disciplinary strategy that addresses clinical practice, workflow and organizational culture.

Proactive Strategies For Catheter-Associated Urinary Tract Infection (Cauti) Reduction: Leveraging Audit Tools And Interdisciplinary Collaboration, Mica Blauw

Posters

Catheter-associated urinary tract infections (CAUTIs) are a known cause of harm to patients. Policies enforcing infection prevention measures may help minimize the risk of harm to patients, but written policies do not always translate to bedside practice. We implemented a proactive daily audit to increase awareness of, and compliance with, CAUTI prevention tactics.

Code Wet: Navigating Water Leak Mitigation And Remediation Behind The Red Line, Mica Blauw

Posters

Water leaks in the hospital setting are concerning because of the possibility of mold growthon porous materials such asdrywallthatmaylead toinfections. Water leaksbehind the line of demarcation in the surgical services suiterequire extra care during the remediation processdue to the high-risk nature of surgical patients. We navigated water leakmitigation and remediation in a surgical suite while keeping surgical operations funning safely.

Expert Recommendations To Strengthen Chikungunya Outbreak Surveillance And Reporting For Traveler Health Protection, Daniel C. Payne, Karoun H. Bagamian, Jeffery Goad, Nathan D. Grubaugh, Michael A. Johansson, Moritz U. G. Kraemer, Eyal Leshem, Francesca F. Norman, Alfonso J. Rodríguez-Morales, Henrik Salje, Stephen Thomas, Scott C. Weaver, Lindsey A. Laytner, Rebecca Sturgis, Suzanne K. Scheele, Davidson H. Hamer

Pharmacy Faculty Articles and Research

Chikungunya, a debilitating mosquito-borne disease caused by chikungunya virus, has surged dramatically in the past two decades. Chikungunya outbreaks can intensify rapidly, with infections posing a significant endemic health burden in tropical/subtropical areas and for travelers. Health professionals require timely and accurate outbreak information to adequately protect travelers and assess chikungunya risk. However, detection is often insufficient in the areas most susceptible to outbreaks, leading to diagnostic and reporting delays. Consequently, travelers are often unaware of increased chikungunya infection risk at their destination. We assessed chikungunya surveillance and reporting resources, and we developed expert recommendations for traveler health protection. Because …

Isass Brave New Continuing Medical Education World: The Stifling Of Innovation In Spine Surgery Through Overrestriction Of Collaboration, Morgan P. Lorio, Kai-Uwe Lewandrowski, Óscar L. Alves, Avelino Parajón, Matthew Scott-Young, Hansen A. Yuan, Alex R. Vaccaro

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: in 2020, the accreditation Council for Continuing Medical education (aCCMe) released the Standards for Integrity and Independence in Accredited Continuing Medical Education, effective january 1, 2022, to ensure that accredited activities are accurate, balanced, evidence-based, and clearly separated from marketing and sales. although these aims are broadly supported, implementation may have unintended consequences in procedure-intensive specialties such as spine surgery, where surgeon–industry collaboration often drives device innovation, clinical trials, and dissemination of new techniques.

OBJECTIVE: To examine how current interpretations of ACCME eligibility and financial-relationship standards may affect continuing medical education in spine surgery and to propose practical adaptations …

The History Of Women In Neuroradiology In North America From 1990 To The Present, Vijay M. Rao

Department of Radiology Faculty Papers

From 1990 to 2024, women neuroradiologists in North America have made tremendous progress in the areas of leadership, clinical innovation, research, education, diversity, equity and inclusion, and global outreach. This chapter begins with summaries of their key accomplishments in four broad domains, followed by short biographical sketches of numerous luminaries organized by leadership roles and areas of expertise, and ending with conclusions and future directions.

Evaluating The American Society Of Hematology Quality Measure On Timeliness Of Analgesics For Sickle Cell Disease Pain Crisis, Ibrahim Gwarzo, Harish Chandra Dega, Paula Tanabe, Robin Miller, David C. Brousseau

Department of Medicine Faculty Papers

The American Society of Hematology (ASH) proposed the median time to first emergency department (ED) administration of pain medication for patients with sickle cell disease (SCD) vaso-occlusive pain episodes (VOE) as a site-level quality measure. Generalizable studies assessing current guideline adherence recommending pain medications within 60 minutes are lacking. We leveraged multisite electronic health record data from Epic's Cosmos research platform to analyze ED encounters for SCD VOE from 1 January 2019 to 31 December 2024, with administration of at least 1 pain medication. We calculated the quality measure (median time to first pain medication) and ranked sites based on …

Management Of Patients Requiring High-Flow Nasal Cannula In A Pediatric Observation Unit: A Single-Center Experience, Evelyn Zhang, Yvette Calderon, Czer Anthoney Lim, Diana Hou Yan

Department of Emergency Medicine Faculty Papers

BACKGROUND: Due to widespread shortages of pediatric intensive care unit (PICU) beds during the 2022–2023 respiratory virus surge, a protocol was implemented to identify and manage patients on high-flow nasal cannula (HFNC) in a pediatric observation unit (POU). This study aims to describe the characteristics and outcomes of patients who received HFNC in the observation unit.

METHODS: We performed a retrospective chart review of all patients admitted to a community pediatric observation unit who received HFNC between October 2022 and January 2023. Patients were grouped by disposition from the observation unit, either discharged home or transferred to PICU. Descriptive analysis …

Clinical Performance Of A Novel Point-Of-Care High-Sensitivity Cardiac Troponin I Assay, Alan H. B. Wu, Simon A. Mahler, Stacey L. House, Saeed A. Jortani, Michael H. Creer, Kristin L. Rising, Jason J. Bischof, Chad Crystal, Gary F. Headden, Fred S. Apple, Nicholas E. Harrison, Andrew C. Meltzer, Justin T. Baca, Brian Tiffany, Mark Sochor, Grace U. Pentecostes, Katrina P. Di Tullio, Manish S. Gupta, Adam J. Singer, James L. Januzzi

Department of Emergency Medicine Faculty Papers

BACKGROUND: High-sensitivity cardiac troponin (hs-cTn) assays performed in the central laboratory have long turnaround times. This study evaluates the clinical performance of a novel bedside point-of-care (POC) hs-cTnI assay (i-STAT® hs-TnI) to aid in the diagnosis of myocardial infarction (MI).

METHODS: A prospective multisite cohort study involving emergency department (ED) patients with symptoms suggestive of acute coronary syndrome was conducted at 28 sites across the United States. Serial whole blood samples were collected at 0-1 h and >1-3 h from ED presentation. Primary outcome was MI or non-MI. Sensitivity, specificity, and negative predictive value (NPV) for MI were calculated with …

Medicaid Expansion And Breast Cancer Care And Outcomes-What Lies Ahead?, Meghan H. Maceyko, Oluwadamilola M. Fayanju

Department of Surgery Faculty Papers

No abstract provided.

Simulation Training In Radiation Oncology, Michael C. Schell, Andrew W. Beavis, Derek W. Brown, Michael Milano, Michael O'Neill, Yan Yu, Daniel C. Pavord, Peter Dunscombe

Department of Radiation Oncology Faculty Papers

Simulation training can be used in the design of new processes or, more commonly, to train and re-train healthcare personnel in standard processes. Simulation training is one avenue to making radiation oncology a high reliability health care intervention. In this paper, we explore the relevance of simulation training to the provision of high-quality and safe radiation oncology practice against the background of simulation training conducted in high reliability industries. The use of simulation training in healthcare, as well as specific examples in radiation oncology, is reviewed. An outline of the steps for developing a simulation training program is provided. Simulation …

Exploring The Impact Of Adverse Childhood Experiences On Preventive Healthcare Utilization In Rural Georgia, Ryan R. Traylor

College of Graduate Studies: Theses & Dissertations

This study examines the relationship between Adverse Childhood Experiences (ACEs) and preventive healthcare use among adults in Georgia, specifically within rural populations facing structural barriers. Using 2023 Georgia Behavioral Risk Factor Surveillance System (BRFSS) data, the research analyzes associations between ACE exposure, rural residence, and preventive care outcomes, including physical exams and flu vaccinations. Guided by an intersectionally adapted version of Andersen’s Behavioral Model of Health Services Use, the study evaluates how predisposing factors, enabling resources, and perceived barriers relate to healthcare engagement. Logistic regression analyses assess the correlation of ACE exposure, cost barriers, provider access, and sociodemographics with preventive …

Disaster Exercise: Evaluating Mci Triage Training, Michael J. Steflovich Jr, Jodie Stobierski, Alexis Davis, Natasha Pavlinetz, Nela Isic, Nicole Roberson, Earl Best Md

Florida Journal of Emergency Medicine (FJEM)

Abstract

Study Objectives

The primary objective of this study was to evaluate the effectiveness of a didactic lecture-based training on mass casualty incident (MCI) triage performance among first- and second-year medical students. Specifically, the study aimed to measure improvements in overall triage accuracy, as well as reductions in over-triage and under-triage rates for both adult and pediatric patients.

Methods

This study employed a pre-test/post-test design involving 31 participants. Participants completed an electronic pre-test consisting of 30 patient scenarios (20 adult and 10 pediatric) before attending a 40-minute didactic lecture on MCI triage principles. The lecture covered the identification of MCI …

Ash Sickle Cell Disease Cpkd Guidelines Report, Robert I. Liem, Madeleine Verhovsek, Ted Wun, Sophie Lanzkron

Cardeza Foundation for Hematologic Research

No abstract provided.

Risk Factors For Unexpected Death In Patients Identified By A Communication And Resolution Program, Peter Lodato, Neal D. Goldstein, Alexandra M, Mapp, Adebayo Gbadebo, David A. Paul

Department of Pediatrics Faculty Papers

Many patients experience unexpected harm while receiving healthcare, with a lasting impact on patients, families, and caregivers. Communication and Resolution Programs are being adopted with increased frequency, as a more systematic, transparent, and equitable approach to these unexpected outcomes. The aim of this study was to identify whether demographic factors played a role in identifying patients with unexpected death, as managed in our CRP. This nested case-controlled compared 236 patients who experienced an unanticipated death with 2,360 controls who died expectedly over a 10-year period. Patients with unexpected death were more likely to be Black (AOR 2.18 95% CI 1.01-4.68), …

Standardizing And Scaffolding Health Care Ai-Chatbot Evaluation: Systematic Review., Yining Hua, Winna Xia, David Bates, George Hartstein, Hyungjin Tom Kim, Michael Li, Benjamin Nelson, Charles Stromeyer Iv, Darlene King, Jina Suh, Li Zhou, John Torous

Department of Psychiatry and Human Behavior Faculty Papers

BACKGROUND: Health care chatbots are rapidly proliferating, while generative artificial intelligence (AI) outpaces existing evaluation standards.

OBJECTIVE: We aimed to develop a structured, stakeholder-informed framework to standardize evaluation of health care chatbots.

METHODS: PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses)-guided searches across multiple databases identified 266 records; 152 were screened, 21 full texts were assessed, and 11 frameworks were included. We extracted 356 questions (refined to 271 by deduplication and relevance review), mapped items to Coalition for Health AI constructs, and organized them with iterative input from clinicians, patients, developers, epidemiologists, and policymakers.

RESULTS: We developed the Health …

Pathways And Challenges In The Clinical Translational Of Radiopharmaceuticals For Pediatric Investigations, Erik Stauff, Hanieh Karimi, Heidi H. Kecskemethy, Thomas H. Shaffer, Reza Vali, Lauren W. Averill, Xuyi Yue

Department of Radiology Faculty Papers

Radiopharmaceutical development and clinical translation face numerous scientific, ethical, and regulatory challenges, particularly within the pediatric population. Although molecular imaging holds significant promise for improving diagnosis and treatment across a spectrum of diseases, including pediatric-specific conditions like Kawasaki disease, autism spectrum disorders, attention-deficit/hyperactivity disorder, and neuroblastoma, the path from discovery to clinical application remains problematic. The U.S. Food and Drug Administration (FDA) provides three primary pathways-traditional Investigational New Drug (IND) applications, exploratory Investigational New Drug application (eIND), and the Radioactive Drug Research Committee (RDRC) mechanism-to facilitate clinical translation of radiotracers. However, these frameworks are not specifically tailored to pediatric needs. …

Evaluation Of Integrative Oncology Modalities For Symptom Management: A Mascc/Sio Global Survey, Alexandre Chan, Reem Nasr, Daniela Arcos, Dalia Kagramanov, Chioma Asuzu, Ting Bao, Yin Ting Cheung, Jung Hye Kwon, Judith Lacey, Richard T. Lee, Maryam Lustberg, Beatrice M. Ohaeri, Santosh Rao, Enrique Soto-Perez-De-Celis, Claudia M. Witt, Ana M. Lopez

Kimmel Cancer Center Faculty Papers

BACKGROUND: With growing evidence pointing towards the potential of integrative oncology modalities (IOM) in addressing cancer and cancer-treatment related symptoms, research on IOM utilization and implementation is warranted. This study examines global stakeholder perspectives on integrative oncology (IO) utilization for supportive cancer care.

METHODS: Members of the Multinational Association of Supportive Care in Cancer (MASCC) and the Society for Integrative Oncology (SIO) completed a survey on the utilization of IOM for supportive cancer care. Descriptive statistics were used to assess demographic data, IOM usage patterns, IOM education, and financial considerations for utilizing IOM.

RESULTS: Among 344 participants representing eight geographical …

National Alliance Of Sickle Cell Centers Consensus Recommendations On Sickle Cell Disease Health Maintenance: A Consensus Statement, Seethal A. Jacob, Melissa Frei-Jones, Sana Saif-Ur-Rehman, Monica L. Hulbert, Andrew R. W. O'Brien, Crawford Strunk, Anthony Villella, Ravi Talati, Amma Owusu-Ansah, Francis Coyne, Patrick T. Mcgann, Parul Rai, Robin Miller, Angeli Rampersad, Vishwas Sakhalkar, Neha Bhasin, Deepa Manwani, Sophie Lanzkron, Julie Kanter

Cardeza Foundation for Hematologic Research

IMPORTANCE: The most common inherited blood disorder in the world, sickle cell disease (SCD) is a known global health concern. While survival of children into adulthood has improved significantly over the last few decades in high-resource countries, substantial gaps in care standards and limited practice harmonization persist.

OBJECTIVE: To provide up-to-date recommendations for preventive care and treatment of all people living with SCD and its related comorbidities.

EVIDENCE REVIEW: As part of the National Alliance of Sickle Cell Centers (NASCC), 41 pediatric and adult sickle cell disease experts developed consensus standards and recommendations based on available evidence and expert consensus …

Sensitivity And Specificity Of The Cobas Liat Ct/Ng/Mg Nucleic Acid Test In A Clinical Laboratory Setting And Point-Of-Care Location, B Van Der Pol, R Arcenas, C Boraas, S Chavoustie, L L. Crane, N D'Empaire, A C. Ermel, G Harnett, F Hinestrosa, S House, Rebecca A. Lillis, J Miller, A Mills, R Poblete, S A. Young

School of Medicine Faculty Publications

Sexually transmitted infections, e.g., Chlamydia trachomatis (CT), Neisseria gonorrhoeae (NG), and Mycoplasma genitalium (MG), present with similar signs/symptoms and are often treated empirically due to delays in receiving diagnostic test results. This study evaluated the clinical performance of the Cobas Liat CT/NG/MG nucleic acid amplification test (NAAT) in detecting these pathogens in a point-of-care (POC) setting. This non-interventional, multicenter study recruited symptomatic/asymptomatic participants from 13 geographically diverse POC sites across the USA. Prospective clinician- and self-collected specimens (urine/vaginal swabs) were used to determine the sensitivity and specificity of the Cobas Liat CT/NG/MG test relative to the composite reference standard (CRS), …

Adherence To Integrative Care, Oncology Healthcare Utilization, Opioid Use And Hospitalization, Eran Ben-Arye, Dan Greenberg, Noah Samuels, Ana Maria Lopez, Tzahit Simon-Tuval

Kimmel Cancer Center Faculty Papers

Research on the relationship between integrative oncology (IO) programs and dispensing of chemotherapy agents and supportive care drugs, and hospitalization rates is limited. The present study examined these outcomes in chemotherapy-treated patients with cancer, comparing patients highly adherent to integrative care (high-AIC) to those with low adherence (low-AIC). Data from patients with cancer treated with taxane and/or platinum-based agents participating in an ongoing prospective, controlled pragmatic trial were examined retrospectively. Patients were referred to an IO consultation and weekly treatments at 3 medical centers in Northern Israel, with high-AIC defined as attending ≥4 sessions at 6 weeks; low-AIC, 0-3 sessions. …

Creation And Evaluation Of Standardized Electronic Health Record Templates For Transition Of Care In Sickle Cell Disease: A Pilot Study, Stephanie Howe Guarino, Mohan Madisetti, Payal C. Desai, Akshat Jain, Kenneth Rivlin, Jerome A. Osheroff, Robin Miller, Brandi Campanella, Sophie Lanzkron, Julie Kanter

Cardeza Foundation for Hematologic Research

Objective The objective of this pilot project was to create a standardized Transition Note in the electronic health record (EHR) to facilitate clinician communication during the transition process from pediatric to adult care for youth with sickle cell disease (SCD). Methods Using a modified Delphi process, consensus was reached among 78 member centers from the National Alliance of Sickle Cell Centers (NASCC) on the essential health data elements for a standardized EHR Transition Note. Templates were created in 2 different EHR systems and piloted at 2 SCD centers. Perceived clinician acceptability, appropriateness, and feasibility were assessed using the AIM-IAM-FAM measures …

Treatment Of Biopsy-Proven Laryngeal Squamous Cell Carcinoma In Situ, Praneet C. Kaki, Aman M. Patel, Lily Huang, Gavin Turner, Afash Haleem, Jason A. Brant, Robert M. Brody, Ryan M. Carey

SKMC Student Presentations and Publications

OBJECTIVE: To investigate the impact of clinical surveillance, primary radiotherapy, and primary surgery on overall survival (OS) in laryngeal carcinoma in situ (Cis).

METHODS: The 2006-2020 National Cancer Database was queried for adults with a biopsy-proven diagnosis of laryngeal Cis. Multivariable binary logistic and Cox proportional hazards regression models were implemented.

RESULTS: Of 3567 unique patients satisfying inclusion criteria, 514 (14.4%) underwent clinical surveillance, 1074 (30.1%) underwent primary radiotherapy, and 1979 (55.5%) underwent primary surgery. Receiving treatment at an academic/research facility was associated with higher odds of undergoing primary surgery compared to primary radiotherapy. Among 646 patients undergoing primary surgery …