1
|
Cui CL, Loanzon RS, West-Livingston LN, Coleman DM, Long CA, Kim Y. The Diversity of Surgical Trainees Index identifies racial and ethnic disparities among surgical specialties. J Vasc Surg 2024; 80:902-908.e1. [PMID: 38631516 DOI: 10.1016/j.jvs.2024.03.456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE Racial and ethnic disparities have been well-described among surgical specialties; however, variations in underrepresented in medicine (URiM) representation between these specialties have not previously been quantified. METHODS Data collected from Accreditation Council for Graduate Medical Education (ACGME) annual reports were used to derive the Diversity of Surgical Trainee Index (DoSTI), which was calculated as the proportion of URiM residents and fellow physicians within a given surgical specialty, relative to the overall proportion of URiM trainees within all surgical and non-surgical ACGME-accredited programs in the same academic year. RESULTS From 2013 to 2022, a total of 108,193 ACGME-accredited residency programs trained 1,296,204 residents and fellows in the United States. Of these, 14.1% (n = 182,680) of trainees self-identified as URiM over the study period. The mean DoSTI among all surgical specialties was 0.80 (standard error, 0.01) compared with all ACGME-accredited programs. High DoSTI specialties incorporated significantly higher proportions of trainees who identify as Hispanic (8.7% vs 6.3%) and Black or African American (5.2% vs 2.5%) when compared with low DoSTI specialties (P < .0001 each). General surgery (1.06 ± 0.01), plastic surgery (traditional) (1.12 ± 0.06), vascular surgery (integrated) (0.96 ± 0.03), and vascular surgery (traditional) (0.94 ± 0.06) had the highest DoSTI (P < .05 each vs composite). On linear regression analysis, only ophthalmology (+0.01/year; R2 = 0.41; P = .019), orthopedic surgery (+0.01/year; R2 = 0.33; P = .047), otolaryngology (+0.02/year; R2 = 0.86; P < .001), and pediatric surgery (+0.06/year; R2 = 0.33; P = .048) demonstrated an annual increase in DoSTI. CONCLUSIONS The DoSTI is a novel metric used to quantify the degree of URiM representation among surgical specialties. DoSTI has revealed specialty-specific variations in racial/ethnic minority representation among surgical training programs. This metric may be used to improve provider awareness and identify high performing DoSTI specialties to highlight best practices to ultimately recruit a more diverse surgical workforce.
Collapse
Affiliation(s)
- Christina L Cui
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Roberto S Loanzon
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Lauren N West-Livingston
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Dawn M Coleman
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Chandler A Long
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Young Kim
- Division of Vascular and Endovascular Surgery, Department of Surgery, Duke University Medical Center, Durham, NC.
| |
Collapse
|
2
|
Pinto Rodriguez P, Debbie Li R, DiLosa K, Ramanan B, Sridharan N, Aulivola B, Ochoa Chaar CI. The evolution and impact of the Society for Vascular Surgery Resident and Student Program. J Vasc Surg 2024:S0741-5214(24)01239-4. [PMID: 38906433 DOI: 10.1016/j.jvs.2024.05.060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/18/2024] [Accepted: 05/28/2024] [Indexed: 06/23/2024]
Abstract
OBJECTIVE There is an ongoing national shortage in the vascular surgery (VS) workforce. To increase interest in the specialty, the Society for Vascular Surgery (SVS) Resident and Student Outreach Committee (RSOC) developed a dedicated general surgery (GS) resident and medical student (MS) program at the Vascular Annual Meeting (VAM) and invested in a scholarship program to help reduce attendee expenses. This study assesses the program's effectiveness, correlating recipient feedback with the likelihood of matching into a VS training program. METHODS Records related to the SVS VAM GS resident and MS program from 2013 to 2023 were reviewed, focusing on attendee evaluations of the program. The program included a simulation session from 2013 to 2019. VS training program match rates among scholarship recipients were determined. The annual average match rate in VS was used to divide the survey responses into two groups: below average (BA) and above average (AA) match rate groups. Survey responses were based on a 5-point Likert scale and allowed for comments. Responses were divided into high value, strongly favoring the activity (scores 4-5), and low value (scores 1-3) categories. The survey responses from the group of years with AA match rates were compared with the group of years with BA rates. RESULTS The SVS awarded 1040 GS resident and MS travel scholarships over the 10 years assessed. Overall, applicants had a 43% success rate in receiving a scholarship. During the study period, the annual number of applicants increased, whereas the number of scholarships and match success rates significantly decreased. The average match rate into VS among scholarship recipients was 50.2%. The survey response rate was 33%. During AA match rate years, evaluations for simulation allotted time and lectures were significantly more likely to be high value compared with BA years. Simulation content and the residency fair consistently had the most favorable evaluations (>90% high value), and overall, the program had a consistently positive impact on recipients' interest in VS (>90% high value). Trainees in the AA group were significantly more likely to provide positive comments (73% vs 55%; P < .001). Numerous recipients commented on the need for a dedicated space to interact with faculty and mentors and highlighted simulation as the standout aspect of the program. CONCLUSIONS The SVS VAM RSOC program is positively correlated with attendee interest in VS, with approximately 50% of scholarship recipients matching into the field. The quality of the program and the number of scholarships correlate with VS match rates. Additional investments in similar programs could help close the workforce gap.
Collapse
Affiliation(s)
- Paula Pinto Rodriguez
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Yale School of Medicine, New Haven, CT.
| | - Ruojia Debbie Li
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Loyola University Medical Center, Maywood, IL
| | - Kathryn DiLosa
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of California, Davis, CA
| | - Bala Ramanan
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, UT Southwestern, Dallas, TX
| | - Natalie Sridharan
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Bernadette Aulivola
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Loyola University Medical Center, Maywood, IL
| | - Cassius Iyad Ochoa Chaar
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Yale School of Medicine, New Haven, CT
| |
Collapse
|
3
|
Bellomo TR, Reikersdorfer K, Grobman B, Lella SK, Zacharias N, Abai B, Slaw K, Garcia-Toca M. A comprehensive analysis of leadership attributes, discrepancies, and implications for gender equity in vascular surgery. J Vasc Surg 2024:S0741-5214(24)01236-9. [PMID: 38838967 DOI: 10.1016/j.jvs.2024.05.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 03/23/2024] [Accepted: 05/06/2024] [Indexed: 06/07/2024]
Abstract
OBJECTIVE Well-developed leadership skills have been associated with a better understanding of health care context, increased team performance, and improved patient outcomes. Surgeons, in particular, stand to benefit from leadership development. Although studies have focused on investigating knowledge gaps and needs of surgeons in leadership roles, there is a noticeable gap in the literature concerning leadership in vascular surgery. The goal of this study was to characterize current leadership attributes of vascular surgeons and understand demographic influences on leadership patterns. METHODS This retrospective cohort study was a descriptive analysis of vascular surgeons and their observers who took the Leadership Practices Inventory (LPI) from 2020 to 2023. The LPI is a 30-question inventory that measures the frequency of specific leadership behaviors across five practices of leadership. RESULTS A total of 110 vascular surgeons completed the LPI. The majority of participants were White (56%) and identified as male (60%). Vascular surgeons most frequently observed the "enabling others to act" leadership practice style (8.90 ± 0.74) by all evaluators. Vascular surgeons were most frequently above the 70th percentile in the "challenge the process" leadership practice style (49%) compared with the average of other leaders worldwide. Observers rated vascular surgeons as displaying significantly more frequent leadership behaviors than vascular surgeons rated themselves in every leadership practice style (P < .01). The only demographic variable associated with a significantly increased occurrence of achieving 70th percentile across all five leadership practice styles was the male gender: a multivariable model adjusting for objective experience showed that men were at least 3.5 times more likely to be rated above the 70th percentile than women. CONCLUSIONS Vascular surgeons under-report the frequency at which they practice leadership skills across all five leadership practice styles and should recognize their strengths of enabling others to act and challenging the process. Men are recognized as exhibiting all five leadership practices more frequently than women, regardless of current position or experience level. This observation may reflect the limited leadership positions available for women, thereby restricting their opportunities to demonstrate leadership practices as frequently or recognizably as their male counterparts.
Collapse
Affiliation(s)
- Tiffany R Bellomo
- Division of Vascular and Endovascular Surgery, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Massachusetts General Hospital, Boston, MA.
| | | | - Benjamin Grobman
- Harvard Medical School, Massachusetts General Hospital, Boston, MA
| | - Srihari K Lella
- Division of Vascular and Endovascular Surgery, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Massachusetts General Hospital, Boston, MA
| | - Nikolaos Zacharias
- Division of Vascular and Endovascular Surgery, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Massachusetts General Hospital, Boston, MA
| | - Babak Abai
- Vascular and Endovascular Surgery, Thomas Jefferson University, Philadelphia, PA
| | - Ken Slaw
- Society for Vascular Surgery, Rosemont, IL
| | - Manuel Garcia-Toca
- Division of Vascular Surgery and Endovascular Therapy, Emory University School of Medicine, Atlanta, GA
| |
Collapse
|
4
|
Hamzat I, Fenton D, Saunders M, Daramola T, Balkhy H, Dorsey C. Workforce diversity in cardiothoracic surgery: An examination of recent demographic changes and the training pathway. J Thorac Cardiovasc Surg 2024; 167:765-774. [PMID: 37330207 DOI: 10.1016/j.jtcvs.2023.04.049] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/19/2023] [Accepted: 04/30/2023] [Indexed: 06/19/2023]
Abstract
INTRODUCTION The purpose of our study was to examine changes in the demographic makeup of resident physicians in integrated 6-year cardiothoracic surgery and traditional thoracic surgery residency programs from 2013 to 2022 compared with other surgical subspecialties and determine potential leaks in the training pathway. METHODS Data from US Graduate Medical Education reports from 2013 to 2022 and medical student enrollment data from the Association of American Medical Colleges were obtained. Average percentages of women and underrepresented minorities were calculated in 2 5-year intervals: 2013 to 2017 and 2018 to 2022. Average percentages of women, Black, and Hispanic medical students and residents were calculated for the 2019 to 2022 period. Pearson χ2 tests were conducted to determine significant differences in proportions of women, Black/African American, and Hispanic trainees across time (α = 0.05). RESULTS Thoracic surgery and I6 residents saw a significant increase in the proportion of women trainees across the 2 time periods (19.9% (210 out of 1055) to 24.6% (287 out of 1169) (P < .01) and 24.1% (143 out of 592) to 28.9% (330 out of 1142) (P < .05)), respectively. There was no significant change in the proportion of Black and Hispanic trainees in thoracic surgery fellowship or integrated 6-year cardiothoracic residency programs. Hispanic trainees were the only group whose proportion of cardiothoracic surgery trainees was not significantly lower than their medical school proportion. Women and Black trainees had significantly lower proportions of thoracic surgery residents and integrated 6-year cardiothoracic residency program residents than their proportions in medical school (P < .01). CONCLUSIONS Cardiothoracic surgery has not significantly increased the number of Black and Hispanic trainees during the past decade. The lower proportion of Blacks and women in thoracic surgery residency and fellowship programs compared with their proportion in medical schools is concerning and is an opportunity for intervention.
Collapse
Affiliation(s)
- Ibraheem Hamzat
- Pritzker School of Medicine, University of Chicago, Chicago, Ill.
| | - David Fenton
- Pritzker School of Medicine, University of Chicago, Chicago, Ill
| | - Milda Saunders
- Pritzker School of Medicine, University of Chicago, Chicago, Ill
| | | | - Husam Balkhy
- Section of Cardiac Surgery, Department of Surgery, University of Chicago Medicine, Chicago, Ill
| | - Chelsea Dorsey
- Section of Vascular Surgery, Department of Surgery, University of Chicago Medicine, Chicago, Ill
| |
Collapse
|
5
|
Dalsing MC. A changing Society for Vascular Surgery reflects the journey of vascular surgery. J Vasc Surg 2023; 78:1132-1145. [PMID: 37865424 DOI: 10.1016/j.jvs.2023.06.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 06/25/2023] [Indexed: 10/23/2023]
Affiliation(s)
- Michael C Dalsing
- Division of Vascular Surgery, Indiana University School of Medicine, Indianapolis, IN.
| |
Collapse
|
6
|
Ononuju UC, Morgan JB, Ode GE. The Role of Inclusion in Increasing Diversity and Retention Across Surgical Residencies: a Literature Review. Curr Rev Musculoskelet Med 2023; 16:557-562. [PMID: 37715927 PMCID: PMC10587044 DOI: 10.1007/s12178-023-09866-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 09/18/2023]
Abstract
PURPOSE OF REVIEW Across surgical specialties, residencies are incentivized to improve program diversity, most often through recruitment of underrepresented minority (URM), women, LGBTQ, and disabled applicants. However, residency attrition remains high in these groups, highlighting the need for specific inclusion initiatives to improve retention and support for these cohorts. A better understanding of previous efforts at retention is paramount. This paper reviews the existing literature on inclusion and retention efforts in surgical residencies. RECENT FINDINGS A literature search was conducted using PubMed Central. Published articles were filtered based on date (2018-2023) and relevancy. Articles were evaluated holistically and focused on methods in increasing diversity and inclusion in residency retention. Through formal literature review focusing on pertinent research topic terms (i.e., inclusion, diversity, residency, surgery, retention), efforts that included inclusion initiatives, improving residency retention, and diversifying leadership were overarching themes. In recent years, there have been marked strides and improvements in encouraging resident diversity and inclusion. However, more widespread efforts with proven efficacy are needed in order to improve residency retention and to increase and maintain diversity in leadership in surgery.
Collapse
Affiliation(s)
- Ucheze C. Ononuju
- Department of Orthopaedic Surgery, Wellstar Kennestone Regional Medical Center, Marietta, GA USA
| | - Jakara B. Morgan
- School of Medicine, University of South Carolina-Greenville, Greenville, SC USA
| | - Gabriella E. Ode
- Sports Medicine Institute, Hospital For Special Surgery, New York City, NY USA
| |
Collapse
|
7
|
Farag N, Pham BL, Aldilli L, Bourque ML, Zigui M, Nauche B, Ades M, Drudi LM. A Systematic Review and Meta-Analysis on Sex-Based Disparities in Patients with Chronic Limb Threatening Ischemia Undergoing Revascularization. Ann Vasc Surg 2023; 95:317-329. [PMID: 37075836 DOI: 10.1016/j.avsg.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 03/20/2023] [Accepted: 03/21/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND This systematic review and meta-analysis sought to describe the prognostic implications of sex on the clinical outcomes of patients undergoing interventions for chronic limb threatening ischemia (CLTI). METHODS Studies were systematically searched across 7 databases from inception to August 25, 2021 and rerun on October 11, 2022. Studies focusing on patients with CLTI undergoing open surgery, endovascular treatment (EVT), or hybrid procedures were included if sex-based differences were associated with a clinical outcome. Two independent reviewers screened studies for inclusion, extracted data, and assessed risk of bias using the Newcastle-Ottawa scale. Primary outcomes included inpatient mortality, major adverse limb events (MALE), and amputation-free survival (AFS). Meta-analyses were performed using random effects models and reported pooled odds ratio (pOR) and 95% confidence interval (CI). RESULTS A total of 57 studies were included in the analysis. A meta-analysis of 6 studies demonstrated that female sex was associated with statistically higher inpatient mortality compared to male sex undergoing open surgery or EVT (pOR, 1.17; 95% CI: 1.11-1.23). Female sex also demonstrated a trend toward increased limb loss in those undergoing EVT (pOR, 1.15; 95% CI: 0.91-1.45) and open surgery (pOR 1.46; 95% CI: 0.84-2.55). Female sex also had a trend toward higher MALE (pOR, 1.06; 95% CI, 0.92-1.21) in 6 studies. Finally, female sex had a trend toward worse AFS (pOR, 0.85; 95% CI, 0.70-1.03) in 8 studies. CONCLUSIONS Female sex was significantly associated with higher inpatient mortality and a trend toward higher MALE following revascularization. Female sex trended toward worse AFS. The reasons for these disparities are likely multifaceted on patient, provider, and systemic levels and should be explored to identify solutions for decreasing these health inequities across this vulnerable patient population.
Collapse
Affiliation(s)
- Nardin Farag
- Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Bao Linh Pham
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Lyne Aldilli
- Sciences biologiques, Faculty of Arts and Sciences, Université de Montréal, Montreal, QC, Canada
| | - Marie-Lyne Bourque
- Division of Vascular Surgery, Université de Montréal, Montreal, QC, Canada
| | - Marguerite Zigui
- École de Santé publique, Université de Montréal, Montreal, QC, Canada
| | - Benedicte Nauche
- Bibliothèque du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Matthew Ades
- Department of Medicine, Division of General Internal Medicine, McGill University, Montreal, QC, Canada
| | - Laura M Drudi
- Division of Vascular Surgery, Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada; Innovation Hub, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.
| |
Collapse
|
8
|
Fenton D, Hamzat I, Dimitroyannis R, Nordgren R, Saunders MR, Baroody FM, Baird B, Shogan A. Assessment of Demographic Changes of Workforce Diversity in Otolaryngology, 2013 to 2022. JAMA Otolaryngol Head Neck Surg 2023; 149:628-635. [PMID: 37261840 PMCID: PMC10236323 DOI: 10.1001/jamaoto.2023.1130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 04/14/2023] [Indexed: 06/02/2023]
Abstract
Importance Given the growth of minoritized groups in the US and the widening racial and ethnic health disparities, improving diversity remains a proposed solution in the field of otolaryngology. Evaluating current trends in workforce diversity may highlight potential areas for improvement. Objective To understand the changes in gender, racial, and ethnic diversity in the otolaryngology workforce in comparison with changes in the general surgery and neurosurgery workforces from 2013 to 2022. Design, Setting, and Participants This cross-sectional study used publicly available data from the Accreditation Council for Graduate Medical Education and the Association of American Medical Colleges for 2013 to 2022, and included medical students and trainees in all US medical residency programs and allopathic medical schools. Main Outcomes and Measures Average percentages of women, Black, and Latino trainees during 2 intervals of 5 years (2013-2017 and 2018-2022). Pearson χ2 tests compared demographic information. Normalized ratios were calculated for each demographic group in medical school and residency. Piecewise linear regression assessed linear fit for representation across time periods and compared rates of change. Results The study population comprised 59 865 medical residents (43 931 [73.4%] women; 6203 [10.4%] Black and 9731 [16.2%] Latino individuals; age was not reported). The comparison between the 2 study intervals showed that the proportions of women, Black, and Latino trainees increased in otolaryngology (2.9%, 0.7%, and 1.6%, respectively), and decreased for Black trainees in both general surgery and neurosurgery (-0.4% and -1.0%, respectively). In comparison with their proportions in medical school, Latino trainees were well represented in general surgery, neurosurgery, and otolaryngology (normalized ratios [NRs]: 1.25, 1.06, and 0.96, respectively); however, women and Black trainees remained underrepresented in general surgery, neurosurgery, and otolaryngology (women NRs, 0.76, 0.33, and 0.68; Black NRs, 0.63, 0.61, and 0.29, respectively). The percentage of women, Black, and Latino trainees in otolaryngology all increased from 2020 to 2022 (2.5%, 1.1%, and 1.1%, respectively). Piecewise regression showed positive trends across all 3 specialties. Conclusions and Relevance The findings of this cross-sectional study indicate a positive direction but only a modest increase of diversity in otolaryngology, particularly in the context of national demographic data. Novel strategies should be pursued to supplement existing efforts to increase diversity in otolaryngology.
Collapse
Affiliation(s)
- David Fenton
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois
| | - Ibraheem Hamzat
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois
| | | | - Rachel Nordgren
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois
| | - Milda R. Saunders
- Department of Medicine, University of Chicago Medicine, Chicago, Illinois
| | - Fuad M. Baroody
- Department of Surgery, Section of Otolaryngology–Head and Neck Surgery, University of Chicago Medicine, Chicago, Illinois
| | - Brandon Baird
- Department of Surgery, Section of Otolaryngology–Head and Neck Surgery, University of Chicago Medicine, Chicago, Illinois
| | - Andrea Shogan
- Department of Surgery, Section of Otolaryngology–Head and Neck Surgery, University of Chicago Medicine, Chicago, Illinois
| |
Collapse
|
9
|
Persad-Paisley EM, Andrea SB, Leary OP, Carvalho OD, Zeyl VG, Laguna AR, Anderson MN, Shao B, Toms SA, Oyelese AA, Gokaslan ZL, Sharkey KM. Continued underrepresentation of historically excluded groups in the neurosurgery pipeline: an analysis of racial and ethnic trends across stages of medical training from 2012 to 2020. J Neurosurg 2023; 138:1748-1757. [PMID: 36272123 DOI: 10.3171/2022.8.jns221143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 08/30/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE US allopathic medical schools have experienced improvements in racial and ethnic diversity among matriculants in the past decade. It is not clear, however, whether better representation of historically excluded racial and ethnic groups at medical school entry impacts subsequent stages of the medical training pipeline leading into a specific field. The aim of this study was to examine these trends as they relate to the neurosurgical medical education pipeline and consider the drivers that sustain barriers for underrepresented groups. METHODS Race and ethnicity reports from the American Association of Medical Colleges were obtained on allopathic medical school applicants, acceptees, and graduates and applicants to US neurosurgical residency programs from 2012 to 2020. The representation of groups categorized by self-reported race and ethnicity was compared with their US population counterparts to determine the representation quotient (RQ) for each group. Annual racial composition differences and changes in representation over time at each stage of medical training were evaluated by estimating incidence rate ratios (IRRs) and 95% confidence intervals (CIs) using non-Hispanic Whites as the reference group. RESULTS On average, Asian and White individuals most frequently applied and were accepted to medical school, had the highest graduation rates, and applied to neurosurgery residency programs more often than other racial groups. The medical school application and acceptance rates for Black individuals increased from 2012 to 2020 relative to Whites by 30% (95% CI 1.23-1.36) and 42% (95% CI 1.31-1.53), respectively. During this same period, however, inequities in neurosurgical residency applications grew across all non-Asian racialized groups relative to Whites. While the incidence of active Black neurosurgery residents increased from 2012 to 2020 (0.6 to 0.7/100,000 Black US inhabitants), the prevalence of White neurosurgery residents grew in the active neurosurgery resident population by 16% more. CONCLUSIONS The increased racial diversity of medical school students in recent years is not yet reflected in racial representation among neurosurgery applicants. Disproportionately fewer Black relative to White US medical students apply to neurosurgery residency, which contributes to declining racial representation among all active neurosurgery resident physicians. Hispanic individuals are becoming increasingly represented in neurosurgery residency but continue to remain underrepresented relative to the US population. Ongoing efforts to recruit medical students into neurosurgery who more accurately reflect the diversity of the general US population are necessary to ensure equitable patient care.
Collapse
Affiliation(s)
| | | | - Owen P Leary
- 1The Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Orianna D Carvalho
- 3Lifespan Biostatistics, Epidemiology, and Research Design, Rhode Island Hospital, Providence, Rhode Island
| | - Victoria G Zeyl
- 1The Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Amanda R Laguna
- 1The Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | | | | | | | | | | | - Katherine M Sharkey
- 5Medicine, and
- 6Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, Providence, Rhode Island
| |
Collapse
|
10
|
Silvestre J, Nawaz Z, Rowe VL, Hughes K. Paradigm Shift in Vascular Surgery Training: Independent versus Integrated Match Outcomes. Ann Vasc Surg 2023; 91:57-64. [PMID: 36574831 DOI: 10.1016/j.avsg.2022.12.081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/16/2022] [Accepted: 12/17/2022] [Indexed: 12/25/2022]
Abstract
BACKGROUND Currently, 2 predominant pathways exist for vascular surgery training: integrated and independent training pathways. We hypothesized that match rates would increase with time and be higher in the independent pathway than in the integrated pathway. METHODS The National Resident Matching Program provided data from the Vascular Surgery Match (VSM) (2008-2021). Match rates were defined as the percentage of applicants who matched. Chi-squared tests were used to evaluate temporal trends and interpathway differences. RESULTS Over the study period, the annual number of training positions increased for both the independent (119 to 129, 8% increase) and integrated (9 to 79, 778% increase) training pathways. From 2008 to 2021, the annual match rate was stable in the independent pathway (97% to 96%, P > 0.05). In the integrated pathway, the annual match rate increased from 29% to 44% (P < 0.001). During each year, match rates in the independent pathway exceeded those in the integrated pathway (P < 0.001). US allopathic graduates had higher match rates than non-US allopathic graduates in both the independent (92% vs. 82%, P < 0.001) and the integrated pathway (70% vs. 17%, P < 0.001). In the independent pathway, the percentage of applicants that matched at 1 of their top 3 choices decreased from 67% to 58% (P < 0.001). Over the study period, more training positions went unmatched in the Independent (n = 130, 8%) versus the Integrated (n = 17, 3%) pathway (P < 0.001). CONCLUSIONS VSM match rates have increased for the integrated pathway and remains competitive especially for non-US allopathic graduates. More research is needed to understand applicant variables that modulate match rates.
Collapse
Affiliation(s)
- Jason Silvestre
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Howard University College of Medicine, Washington, DC.
| | - Zaid Nawaz
- Howard University College of Medicine, Washington, DC
| | - Vincent L Rowe
- The Keck School of Medicine of the University of Southern California, Los Angeles, CA
| | - Kakra Hughes
- Howard University College of Medicine, Washington, DC
| |
Collapse
|
11
|
Who are the Vascular Society Presidents? Ann Vasc Surg 2023; 92:87-92. [PMID: 36642170 DOI: 10.1016/j.avsg.2022.12.094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/26/2022] [Accepted: 12/27/2022] [Indexed: 01/14/2023]
Abstract
BACKGROUND We noted distinct differences between the demographics among the presidents of various vascular societies. To help characterize these among the present United States, Canadian, and European vascular societies, we queried the websites for the United States, Canadian, and European vascular societies in a systematic review for the names of their presidents since their respective inceptions. METHODS Age and ethnicity were determined by a search on healthgrades.com, Google, and online obituaries. The year of ascendency to the presidency and the year of birth were used as identifying time points. RESULTS There are significant differences between the ages of the presidents of the various vascular societies. While the presidents of Vascular and Endovascular Surgical Society were significantly younger than those of every other vascular society examined, Midwestern Vascular Surgical Society, Canadian Society for Vascular Surgery, and Society of Vascular Medicine were also significantly younger than the remainder of the societies examined (P < 0.0001). The presidents of the remaining societies were not significantly different in age from each other. When comparing the ages of the presidents in the first and last decades of each society, 2 were found to have significantly increased (Society of Vascular Medicine [P = 0.0029] and Vascular and Endovascular Surgical Society [P < 0.0001]), while 2 others were found to have significantly decreased (New England Society for Vascular Surgery [P = 0.0092] and Eastern Vascular Society [P = 0.0085]). Of the 532 total entries for these presidents examined over these 13 societies, 19 (3.6%) of these were filled by women and 37 (7%) with minorities. CONCLUSIONS There was a great deal of variability in terms of age, gender, and minority representation of the presidents among the vascular societies examined. While the share of women and minorities to serve as presidents in vascular societies varied between societies, both groups were under-represented across the board. However, in recent years, the number of women and minorities elected as presidents of vascular societies has been trending upwards.
Collapse
|
12
|
Cho LD, Tang JE, Pitaro N, Bai H, Cooke PV, Arvind V, Kim J, Ting W. Sentiment Analysis of Online Patient-Written Reviews of Vascular Surgeons. Ann Vasc Surg 2023; 88:249-255. [PMID: 36028181 DOI: 10.1016/j.avsg.2022.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 06/29/2022] [Accepted: 07/08/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND Online patient reviews influence a patient's choice of a vascular surgeon. The aim of this study is to examine underlying factors that contribute to positive and negative patient reviews by leveraging sentiment analysis and machine learning methods. METHODS The Society of Vascular Surgeons publicly accessible member directory was queried and cross-referenced with a popular patient-maintained physician review website, healthgrades.com. Sentiment analysis and machine learning methods were used to analyze several parameters. Demographics (gender, age, and state of practice), star rating (of 5 stars), and written reviews were obtained for corresponding vascular surgeons. A sentiment analysis model was applied to patient-written reviews and validated against the star ratings. Student's t-test or one-way analysis of variance assessed demographic relationships with reviews. Word frequency assessments and multivariable logistic regression analyses were conducted to identify common and determinative components of written reviews. RESULTS A total of 1,799 vascular surgeons had public profiles with reviews. Female gender of surgeon was associated with lower star ratings (male = 4.19, female = 3.95, P < 0.01) and average sentiment score (male = 0.50, female = 0.40, P < 0.01). Younger physician age was associated with higher star rating (P = 0.02) but not average sentiment score (P = 0.12). In the Best reviews, the most commonly used one-words were Care (N = 999), Caring (N = 767), and Kind (N = 479), while the most commonly used two-word pairs were Saved/Life (N = 189), Feel/Comfortable (N = 106), and Kind/Caring (N = 104). For the Worst reviews, the most commonly used one-words were Pain (N = 254) and Rude (N = 148), while the most commonly used two-word pairs were No/One (N = 27), Waste/Time (N = 25), and Severe/Pain (N = 18). In a multiple logistic regression, satisfactory reviews were associated with words such as Confident (odds ratio [OR] = 8.93), Pain-free (OR = 4.72), Listens (OR = 2.55), and Bedside Manner (OR = 1.70), while unsatisfactory reviews were associated with words such as Rude (OR = 0.01), Arrogant (OR = 0.09), Infection (OR = 0.20), and Wait (OR = 0.48). CONCLUSIONS Female surgeons received significantly worse reviews and younger surgeons tended to receive better reviews. The positivity and negativity of reviews were largely related to words associated with the patient-doctor experience and pain. Vascular surgeons should focus on these 2 areas to improve patient experiences and their own reviews.
Collapse
Affiliation(s)
- Logan D Cho
- Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Justin E Tang
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Halbert Bai
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Peter V Cooke
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Varun Arvind
- Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Jun Kim
- Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Windsor Ting
- Division of Vascular Surgery, Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, NY
| |
Collapse
|
13
|
Bernstein SL, Wei C, Gu A, Campbell JC, Fufa D. An Analysis of Underrepresented in Medicine Away Rotation Scholarships in Surgical Specialties. J Grad Med Educ 2022; 14:533-541. [PMID: 36274775 PMCID: PMC9580313 DOI: 10.4300/jgme-d-21-00952.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 02/14/2022] [Accepted: 07/26/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Underrepresented in medicine (UIM) visiting student clerkship scholarships provide an opportunity for supporting diversity. Although these scholarships have become a popular initiative to recruit diverse surgical applicants, they have not been thoroughly analyzed regarding which programs offer scholarships and the characteristics of the scholarships. UIM scholarship opportunity disparities may exist depending on location, funding, reputation, and program size among different specialties. OBJECTIVE To describe the characteristics and prevalence of UIM visiting student scholarships by examining institutional and program websites for the surgical specialties. METHODS Using the Accreditation Council for Graduate Medical Education (ACGME) Accreditation Data System for 2021, residency training and diversity websites were identified and evaluated for the availability of UIM visiting student scholarships in July 2021. Eight surgical specialties were examined. Scholarships were categorized by how UIM was defined, the funding amount provided, and scholarship application requirements. We analyzed the association of the program's National Institutes of Health funding, size, type, region, reputation, and population density of the program's area via Doximity on scholarship availability using chi-square and multivariate analysis. RESULTS Of the 1058 analyzed programs, 314 (29.7%) had a UIM visiting student scholarship. There were 4 different definitions of UIM used among the analyzed programs. The average scholarship amount offered was $1,852.25 ($500-$4,000). Depending on the specialty, different variables were associated with whether a program had a UIM scholarship. CONCLUSIONS Currently, UIM scholarship offerings were variable between programs and surgical specialties.
Collapse
Affiliation(s)
- Sophie L Bernstein
- is a Medical Student, University of Missouri-Kansas City School of Medicine
| | - Chapman Wei
- is PGY-1 Resident, Department of Medicine, Staten Island University Northwell Health
| | - Alex Gu
- is a PGY-2 Resident, Department of Orthopaedic Surgery, The George Washington School of Medicine and Health Sciences
| | - Joshua C Campbell
- is Assistant Professor of Orthopedic Surgery, The George Washington School of Medicine and Health Sciences
| | - Duretti Fufa
- is Associate Professor and Program Director of Orthopedic Surgery, Hospital for Special Surgery
| |
Collapse
|
14
|
Li B, de Mestral C, Mamdani M, Al-Omran M. Perceptions of Canadian vascular surgeons toward artificial intelligence and machine learning. J Vasc Surg Cases Innov Tech 2022; 8:466-472. [PMID: 36016703 PMCID: PMC9396444 DOI: 10.1016/j.jvscit.2022.06.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 06/06/2022] [Indexed: 11/16/2022] Open
Abstract
Background Artificial intelligence (AI) and machine learning (ML) are rapidly advancing fields with increasing utility in health care. We conducted a survey to determine the perceptions of Canadian vascular surgeons toward AI/ML. Methods An online questionnaire was distributed to 162 members of the Canadian Society for Vascular Surgery. Self-reported knowledge, attitudes, and perceptions with respect to potential applications, limitations, and facilitators of AI/ML were assessed. Results Overall, 50 of the 162 Canadian vascular surgeons (31%) responded to the survey. Most respondents were aged 30 to 59 years (72%), male (80%), and White (67%) and practiced in academic settings (72%). One half of the participants reported that their knowledge of AI/ML was poor or very poor. Most were excited or very excited about AI/ML (66%) and were interested or very interested in learning more about the field (83.7%). The respondents believed that AI/ML would be useful or very useful for diagnosis (62%), prognosis (72%), patient selection (56%), image analysis (64%), intraoperative guidance (52%), research (88%), and education (80%). The limitations that the participants were most concerned about were errors leading to patient harm (42%), bias based on patient demographics (42%), and lack of clinician knowledge and skills in AI/ML (40%). Most were not concerned or were mildly concerned about job replacement (86%). The factors that were most important to encouraging clinicians to use AI/ML models were improvements in efficiency (88%), accurate predictions (84%), and ease of use (84%). The comments from respondents focused on the pressing need for the implementation of AI/ML in vascular surgery owing to the potential to improve care delivery. Conclusions Canadian vascular surgeons have positive views on AI/ML and believe this technology can be applied to multiple aspects of the specialty to improve patient care, research, and education. Current self-reported knowledge is poor, although interest was expressed in learning more about the field. The facilitators and barriers to the effective use of AI/ML identified in the present study can guide future development of these tools in vascular surgery.
Collapse
|
15
|
Snell L, Valiquette CR, Avery E, Moltaji S, Forrest CR. Improving Equity, Diversity, and Inclusion in Plastic, Reconstructive, and Aesthetic Surgery in Canada: A Call to Action. Plast Surg (Oakv) 2022; 30:94-101. [PMID: 35572078 PMCID: PMC9096862 DOI: 10.1177/22925503221083287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The global COVID-19 pandemic has brought to light the significant inequities in the delivery of healthcare, vaccine inequity, and differential access to life-saving treatments, which have disproportionately impacted marginalized and racialized populations. In this article, we acknowledge and recognize the centuries-old legacies perpetuating inequity, injustice, and oppression, we discuss the principles of Equity, Diversity, and Inclusion (EDI) and we call our Canadian plastic surgery colleagues and trainees to action. We propose a plan for (1) Education, (2) Mitigating Disparities in the Clinical Setting, and (3) Policy, Societies, and Leadership Education.
Collapse
|
16
|
Smith CB, Purcell LN, Charles A. Cultural Competence, Safety, Humility, and Dexterity in Surgery. CURRENT SURGERY REPORTS 2022; 10:1-7. [PMID: 35039788 PMCID: PMC8756410 DOI: 10.1007/s40137-021-00306-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2021] [Indexed: 11/18/2022]
Abstract
Purpose of Review As the United States’ population diversifies, urgent action is required to identify, dismantle, and eradicate persistent health disparities. The surgical community must recognize how patients’ values, beliefs, and behaviors are influenced by race, ethnicity, nationality, language, gender, socioeconomic status, physical and mental ability, sexual orientation, and occupation. Recent Findings Lately, health disparities have been highlighted during the COVID-19 pandemic. Surgery is no exception, with notable disparities occurring in pediatric, vascular, trauma, and cardiac surgery. In response, numerous curricula and training programs are being designed to increase cultural competence and safety among surgeons. Summary Cultural competence, safety, humility, and dexterity are required to improve healthcare experiences and outcomes for minorities. Various opportunities exist to enhance cultural competency and can be implemented at the medical student, resident, attending, management, and leadership levels.
Collapse
Affiliation(s)
- Charlotte B Smith
- University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, CB USA
| | - Laura N Purcell
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, CB USA
| | - Anthony Charles
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, CB USA.,Department of Surgery, University of north Carolina at Chapel Hill, 4008 Burnett Womack Building, Chapel Hill, CB 7228 USA
| |
Collapse
|
17
|
A Gender-Based Analysis of Predictors and Sequelae of Burnout Amongst Practicing American Vascular Surgeons. J Vasc Surg 2021; 75:1422-1430. [PMID: 34634416 DOI: 10.1016/j.jvs.2021.09.035] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 09/13/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE Surgeons report higher burnout and suicidal ideation (SI) rates than the general population. This study sought to identify the prevalence and gender-specific risk factors for burnout and SI among men and women vascular surgeons to guide future interventions. METHODS In 2018, active Society for Vascular Surgery (SVS) members were surveyed confidentially using the Maslach Burnout Index embedded in a questionnaire that captured demographic and practice-related characteristics. Results were stratified by gender. Univariate and multivariate logistic regression models were developed to identify predictors for the end points of burnout and SI. RESULTS Overall survey response rate was 34.3% (N=878) of practicing vascular surgeons. A higher percentage of women responded (19%) than compose SVS membership (13.7%). Women respondents were significantly younger, with fewer years in practice, and were less likely to be in private practice than the men who responded. Women were also less likely to be married/partnered, or to have children. The prevalence of burnout was similar for women and men (42.3% and 40.9% [NS]); however, the prevalence of SI was significantly higher in women (12.9% vs 6.6%; P < .007). Whereas there was no difference in mean hours worked or call taken, women were more likely to have had a recent conflict between work and home responsibilities and to have resolved this conflict in favor of work. Although men and women had the same incidence of reported recent medical errors, women were less likely to self-report a recent malpractice suit or to think that a fair resolution was reached. There was no gender difference in reported work-related pain. Multivariable analysis revealed that not enough family time and work-related pain were predictors for burnout in both men and women. Additional factors were associated with burnout in men, such as malpractice and EMR dissatisfaction. Multivariable analysis revealed that work-related pain was an independent predictor for SI for the entire cohort. CONCLUSION The prevalence of burnout among vascular surgeons is high. Women vascular surgeons have double the rates of SI compared to male vascular surgeons. Taken together, this study demonstrated that many of the same factors are associated with burnout in women and men, which include not enough family time, conflict between work and personal life, and work-related pain. Additional factors in men included conflict between work and family, work-related pain, and EMR dissatisfaction.
Collapse
|
18
|
Valbuena VSM, Obayemi JE, Purnell TS, Scantlebury VP, Olthoff KM, Martins PN, Higgins RS, Blackstock DM, Dick AAS, Watkins AC, Englesbe MJ, Simpson DC. Gender and racial disparities in the transplant surgery workforce. Curr Opin Organ Transplant 2021; 26:560-566. [PMID: 34524181 PMCID: PMC8524746 DOI: 10.1097/mot.0000000000000915] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW This review explores trends in the United States (US) transplant surgery workforce with a focus on historical demographics, post-fellowship job market, and quality of life reported by transplant surgeons. Ongoing efforts to improve women and racial/ethnic minority representation in transplant surgery are highlighted. Future directions to create a transplant workforce that reflects the diversity of the US population are discussed. RECENT FINDINGS Representation of women and racial and ethnic minorities among transplant surgeons is minimal. Although recent data shows an improvement in the number of Black transplant surgeons from 2% to 5.5% and an increase in women to 12%, the White to Non-White transplant workforce ratio has increased 35% from 2000 to 2013. Transplant surgeons report an average of 4.3 call nights per week and less than five leisure days a month. Transplant ranks 1st among surgical sub-specialties in the prevalence of three well-studied facets of burnout. Concerns about lifestyle may contribute to the decreasing demand for advanced training in abdominal transplantation by US graduates. SUMMARY Minimal improvements have been made in transplant surgery workforce diversity. Sustained and intentional recruitment and promotion efforts are needed to improve the representation of women and minority physicians and advanced practice providers in the field.
Collapse
Affiliation(s)
- Valeria S. M. Valbuena
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
- National Clinician Scholars Program, University of Michigan, Ann Arbor, MI, USA
| | - Joy E. Obayemi
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Tanjala S. Purnell
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Velma P. Scantlebury
- Texas Christian University and University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Kim M. Olthoff
- Department of Surgery, Division of Transplant Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Paulo N. Martins
- Department of Surgery, Division of Organ Transplantation, UMass Memorial Medical Center, University of Massachusetts, Worcester, MA, USA
| | - Robert S. Higgins
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - André A. S. Dick
- Department of Surgery, Division of Transplantation, University of Washington, Seattle, WA, USA
| | - Anthony C. Watkins
- Department of Surgery, New York University Grossman School of Medicine, New York, NY, USA
| | | | - Dinee C. Simpson
- Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| |
Collapse
|
19
|
Journal of Vascular Surgery – July 2021 Audiovisual Summary. J Vasc Surg 2021. [DOI: 10.1016/j.jvs.2021.05.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
20
|
Invited commentary. J Vasc Surg 2021; 74:12. [PMID: 34172183 DOI: 10.1016/j.jvs.2021.01.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 01/26/2021] [Indexed: 11/23/2022]
|