1
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Doria AS, Khosa F, Maiga S, Brown M, Momh B, Hanneman K, Zaki-Metias K, Glanc P, Miller E, Seely J, Cashin P, Yong-Hing CJ, Hillier T. Increasing Diversity in Canadian Radiology: From the Hiring Process to Needed Active Retention Efforts. Can Assoc Radiol J 2024; 75:735-742. [PMID: 38752404 DOI: 10.1177/08465371241253244] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/09/2024] Open
Abstract
The Canadian Association of Radiologists supports equity, diversity, and inclusion (EDI) in employment. It is imperative that institutions implement recruitment and retention practices to ensure a diverse workforce. This requires considerable attention to each step in the process, including the job posting, candidate search, hiring committee composition, interviews, hiring decision, and retention and promotion. Job postings must be widely distributed and visible to underrepresented groups. The candidate search should be completed by a diverse committee with expertise in EDI. All committee members must complete EDI and anti-bias training and conduct a broad search that ensures underrepresented groups are encouraged to apply. Interviews must be offered to all candidates. The hiring decision must avoid the use of subjective criteria. Recruitment of members of underrepresented groups ensures a diverse workforce, and organizations should commit resources to the retention and promotion of these members. Mentorship programs must be implemented and incentives provided to faculty members to serve as mentors. Transparent guidelines for promotion made universally available on department or institution websites. Recruiting a diverse workforce in Medical Imaging will only be achieved if EDI are central to the organization's goals and strategic plan. All organizational policies, practices, and procedures must be reviewed with an intersectional lens to identify potential gaps, areas for improvement, and areas of strength in the recruitment and retention of members of underrepresented groups.
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Affiliation(s)
- Andrea S Doria
- Department of Diagnostic and Interventional Radiology, Hospital for Sick Children, Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Faisal Khosa
- Department of Radiology, Vancouver General Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Souleymane Maiga
- Department of Radiology, University of Sherbrooke, Sherbrooke, QC, Canada
| | - Maura Brown
- Department of Diagnostic Imaging, UBC Radiology, BC Cancer Vancouver, Vancouver, BC, Canada
| | - Barakat Momh
- Department of Radiology, Trinity Health Oakland Hospital/Wayne State University School of Medicine, Pontiac, MI, USA
| | - Kate Hanneman
- Division of Cardiac Imaging, University Health Network, Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Kaitlin Zaki-Metias
- Department of Radiology, Trinity Health Oakland Hospital/Wayne State University School of Medicine, Pontiac, MI, USA
| | - Phyllis Glanc
- Obstetrical Ultrasound Centre, Sunnybrook Health Sciences Centre, Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Elka Miller
- Department of Diagnostic and Interventional Radiology, Hospital for Sick Children, Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Jean Seely
- Department of Medical Imaging, Ottawa Hospital General Campus, Ottawa, ON, Canada
| | - Paula Cashin
- EDI Oversight Committee Member, Canadian Association Radiologists, Ottawa, ON, Canada
| | | | - Tracey Hillier
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
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2
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Yao J, Ertl-Wagner BB, Dana J, Hanneman K, Kashif Al-Ghita M, Liu L, McInnes MDF, Nicolaou S, Reinhold C, Patlas MN. Canadian radiology: 2024 update. Diagn Interv Imaging 2024:S2211-5684(24)00140-2. [PMID: 38942638 DOI: 10.1016/j.diii.2024.06.004] [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: 06/11/2024] [Accepted: 06/11/2024] [Indexed: 06/30/2024]
Abstract
Radiology in Canada is advancing through innovations in clinical practices and research methodologies. Recent developments focus on refining evidence-based practice guidelines, exploring innovative imaging techniques and enhancing diagnostic processes through artificial intelligence. Within the global radiology community, Canadian institutions play an important role by engaging in international collaborations, such as with the American College of Radiology to refine implementation of the Ovarian-Adnexal Reporting and Data System for ultrasound and magnetic resonance imaging. Additionally, researchers have participated in multidisciplinary collaborations to evaluate the performance of artificial intelligence-driven diagnostic tools for chronic liver disease and pediatric brain tumors. Beyond clinical radiology, efforts extend to addressing gender disparities in the field, improving educational practices, and enhancing the environmental sustainability of radiology departments. These advancements highlight Canada's role in the global radiology community, showcasing a commitment to improving patient outcomes and advancing the field through research and innovation. This update underscores the importance of continued collaboration and innovation to address emerging challenges and further enhance the quality and efficacy of radiology practices worldwide.
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Affiliation(s)
- Jason Yao
- Department of Radiology, McMaster University, Hamilton, ON L8S4K1, Canada.
| | - Birgit B Ertl-Wagner
- Department of Diagnostic Imaging, Division of Neuroradiology, the Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Department of Medical Imaging, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S1A8, Canada
| | - Jérémy Dana
- Department of Radiology, McGill University Health Centre, McGill University, Montreal, QC H3G1A4, Canada
| | - Kate Hanneman
- Department of Medical Imaging, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S1A8, Canada; University Medical Imaging Toronto, Joint Department of Medical Imaging, University Health Network (UHN), Toronto, ON M5G1X6, Canada
| | | | - Lulu Liu
- Department of Radiology, Vancouver General Hospital, University of British Columbia, Vancouver, BC V5Z1M9, Canada
| | - Matthew D F McInnes
- Faculty of Medicine, University of Ottawa, Ottawa, ON K1H8M5, Canada; Departments of Radiology and Epidemiology, University of Ottawa, Ottawa, ON K1H8L6, Canada; The Ottawa Hospital Research Institute, Clinical Epidemiology Program, Ottawa, ON K1H8L6, Canada
| | - Savvas Nicolaou
- Department of Radiology, Vancouver General Hospital, University of British Columbia, Vancouver, BC V5Z1M9, Canada
| | - Caroline Reinhold
- Department of Radiology, McGill University Health Centre, McGill University, Montreal, QC H3G1A4, Canada
| | - Michael N Patlas
- Department of Medical Imaging, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S1A8, Canada; University Medical Imaging Toronto, Joint Department of Medical Imaging, University Health Network (UHN), Toronto, ON M5G1X6, Canada
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3
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Sharma S, Hillier T, Parsons M, Glanc P, Miller E, Nguyen ET, Doria AS, Dhillon S, Seely JM, Borgaonkar J, Yong-Hing CJ. Promoting Equity, Diversity, and Inclusion in Medicine: A Comprehensive Toolkit for Change in Radiology. Can Assoc Radiol J 2024; 75:323-329. [PMID: 38063367 DOI: 10.1177/08465371231214232] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023] Open
Abstract
This toolkit presents a comprehensive framework for a toolkit intended to increase equity, diversity, and inclusion (EDI) within the medical field and recommendations. We advocate for clear, comprehensive definitions and interpretations of fundamental EDI terms, laying the groundwork necessary for initiating and maintaining EDI initiatives. Furthermore, we offer a systematic approach to establishing EDI committees within medical departments, accentuating the pivotal role these committees play as they drive and steer EDI strategies. This toolkit also explores strategies tailored for the recruitment of a diverse workforce. This includes integral aspects such as developing inclusive job advertisements, implementing balanced search methods for candidates, conducting unbiased appraisals of applications, and structuring diverse hiring committees. The emphasis on these strategies not only augments the diversity within medical institutions but also sets the stage for a more holistic approach to healthcare delivery. Therefore, by adopting the recommended strategies and guidelines outlined in this framework, medical institutions and specifically radiology departments can foster an environment that embodies inclusivity and equity, thereby enhancing the quality of patient care and overall health outcomes.
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Affiliation(s)
- Sonali Sharma
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Tracey Hillier
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Marlee Parsons
- Department of Diagnostic Radiology, McGill University Health Center, Montreal, QC, Canada
| | - Phyllis Glanc
- University of Toronto, Toronto, ON, Canada
- Obstetrical Ultrasound Centre at Sunnybrook, Department of Medical Imaging, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Elka Miller
- Department of Medical Imaging, University of Ottawa, CHEO, Ottawa, ON, Canada
| | - Elsie T Nguyen
- Joint Department of Medical Imaging, 33540 Toronto General Hospital, University of Toronto, Toronto, ON, Canada
| | - Andrea S Doria
- Department of Diagnostic Imaging, Research Institute, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Sukhvinder Dhillon
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Jean M Seely
- Department of Radiology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Joy Borgaonkar
- Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Diagnostic Imaging, BC Cancer, Vancouver, BC, Canada
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4
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Hancock A, Precht H, Ryan ML, Ekpo E, Jimenez Y, Akudjedu TN. Towards building a culture of equality, diversity and inclusivity across Radiography research: A foundational template by the Radiography EDI working group. Radiography (Lond) 2024; 30:123-124. [PMID: 37922846 DOI: 10.1016/j.radi.2023.10.012] [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: 09/25/2023] [Accepted: 10/16/2023] [Indexed: 11/07/2023]
Affiliation(s)
- A Hancock
- Department of Health and Care Professions, University of Exeter. UK.
| | - H Precht
- Department of Regional Health Research, University of Southern Denmark, J.B. Winsløws Vej 19, 5000 Odense C, Denmark; Department of Radiology, Lillebaelt Hospital, University Hospitals of Southern Denmark, Sygehusvej 24, 6000 Kolding, Denmark; Health Sciences Research Centre, UCL University College, Niels Bohrs Allé 1, 5230 Odense M, Denmark
| | - M-L Ryan
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Ireland
| | - E Ekpo
- Discipline of Medical Imaging Science, Faculty of Medicine and Health, University of Sydney, Australia
| | - Y Jimenez
- Discipline of Medical Imaging Science, Faculty of Medicine and Health, University of Sydney, Australia
| | - T N Akudjedu
- Institute of Medical Imaging & Visualisation, Department of Medical Science & Public Health, Faculty of Health & Social Sciences, Bournemouth University, UK
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5
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Silver A, Bentley H, Darras KE, Vertinsky AT. MI-RADS: An Innovative Mentorship Initiative to Improve Gender Disparity in Application to Diagnostic Radiology. Can Assoc Radiol J 2023; 74:766-767. [PMID: 36898694 DOI: 10.1177/08465371231160999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2023] Open
Affiliation(s)
- Alexandra Silver
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Helena Bentley
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kathryn E Darras
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Alexandra T Vertinsky
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
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6
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Taylor J, Sharma S, Supersad A, Miller E, Lebel K, Zabihaylo J, Glanc P, Doria AS, Cashin P, Hillier T, Yong-Hing CJ. Recommendations for Improvement of Equity, Diversity, and Inclusion in the CaRMs Selection Process. Can Assoc Radiol J 2023; 74:624-628. [PMID: 37173872 DOI: 10.1177/08465371231174897] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2023] Open
Abstract
Equity, diversity and inclusion (EDI) in the medical field is crucial for meeting the healthcare needs of a progressively diverse society. A diverse physician workforce enables culturally sensitive care, promotes health equity, and enhances the comprehension of the various needs and viewpoints of patients, ultimately resulting in more effective treatments and improved patient outcomes. However, despite the recognized benefits of diversity in the medical field, certain specialties, such as Radiology, have struggled to achieve adequate equity, diversity and inclusion, which results in a discrepancy in the demographics of Canadian radiologists and the patients we serve. In this review, we propose strategies from a committee within the Canadian Association of Radiologists (CAR) EDI working group to improve EDI in the CaRMS selection process. By adopting these strategies, residency programs can foster a more diverse and inclusive environment that is better positioned to address the health needs of a progressively diverse patient population, leading to improved patient outcomes, greater patient satisfaction, and advancements in medical innovation.
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Affiliation(s)
- Jana Taylor
- Department of Diagnostic Radiology, McGill University Health Centre, Montreal, QC, Canada
| | - Sonali Sharma
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Alanna Supersad
- Department of Radiology and Diagnostic Imaging, 2A2.41 WC Mackenzie Health Sciences Centre, Edmonton, AB, Canada
| | - Elka Miller
- Department of Diagnostic Imaging, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Kiana Lebel
- Department of Radiology, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Joanne Zabihaylo
- Department of Medical Imaging, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Phyllis Glanc
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Andrea S Doria
- Department of Diagnostic Imaging, Research Institute, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Paula Cashin
- EDI Oversight Committee Member, Canadian Association Radiologists, Ottawa, ON, Canada
| | - Tracey Hillier
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Diagnostic Imaging, BC Cancer Vancouver, Vancouver, BC, Canada
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7
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Sharma S, Patlas M, Khosa F, Yong-Hing CJ. Equity, Diversity and Inclusion in Radiology: Prioritizing Trainee Involvement. Can Assoc Radiol J 2023; 74:610-611. [PMID: 37032308 DOI: 10.1177/08465371231170230] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2023] Open
Affiliation(s)
- Sonali Sharma
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Michael Patlas
- Department of Radiology, McMaster University, Hamilton, ON, Canada
| | - Faisal Khosa
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Diagnostic Imaging, BC Cancer, Vancouver, BC, Canada
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8
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Cameron P, LeBlanc C, Mahalik A, O’Hearn S, Simpson C. "Head of the Class": equity discourses related to department head appointments at one Canadian medical school. CANADIAN MEDICAL EDUCATION JOURNAL 2023; 14:25-34. [PMID: 37719409 PMCID: PMC10500387 DOI: 10.36834/cmej.76208] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/19/2023]
Abstract
Purpose Equitable appointments of departmental leaders in medical schools have lagged behind other Equity, Diversity, and Inclusion (EDI) advancements. The purpose of this research was to 1) analyze how policy documents communicate changing ideas of EDI, employment equity, and departmental leadership; and 2) investigate department heads' (DH) perspectives on EDI policies and practices. Methods We conducted a critical discourse analysis to examine underlying assumptions shaping EDI and departmental leadership in one Canadian medical school. We created and analyzed a textual archive of EDI documents (n = 17, 107 pages) and in-depth interviews with past (n = 6) and current (n = 12) DH (830 minutes; 177 pages). Results Documents framed EDI as: a legal requirement; an aspiration; and historical reparation. In interviews, participants framed EDI as: affirmative action; relationships; numerical representation; and relinquishing privilege. We noted inconsistent definitions of equity-deserving groups. Conclusions Change is slowly happening, with emerging awareness of white privilege, allyship, co-conspiracy, and the minority tax. However, there is more urgent work to be done. This work requires an intersectional lens. Centering the voices, and taking cues from equity-deserving leaders and scholars will help ensure that EDI pathways, such as those used to cultivate department leaders, are more inclusive, effective, and aligned with intentions.
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Affiliation(s)
- Paula Cameron
- Department of Continuing Professional Development and Medical Education, Faculty of Medicine, Dalhousie University, Nova Scotia, Canada
| | - Constance LeBlanc
- Department of Emergency Medicine, Faculty of Medicine, Dalhousie University, Nova Scotia, Canada
| | - Anne Mahalik
- Department of Continuing Professional Development and Medical Education, Faculty of Medicine, Dalhousie University, Nova Scotia, Canada
| | - Shawna O’Hearn
- Global Health Office, Faculty of Medicine, Dalhousie University, Nova Scotia, Canada
| | - Christy Simpson
- Department of Bioethics, Faculty of Medicine, Dalhousie University, Nova Scotia, Canada
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9
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Yong-Hing CJ, Vaqar M, Sahi Q, Khosa F. Burnout: Turning a Crisis Into an Opportunity. Can Assoc Radiol J 2023; 74:16-17. [PMID: 36164815 DOI: 10.1177/08465371221130683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Affiliation(s)
- Charlotte J Yong-Hing
- Faculty of Medicine, 8166University of British Columbia, Vancouver, British Columbia, Canada
| | - Maham Vaqar
- Research Associate, 9615Aga Khan University, Karachi, Pakistan
| | - Quratulain Sahi
- Department of Radiology, 8167Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Faisal Khosa
- Department of Radiology, 8167Vancouver General Hospital, Vancouver, British Columbia, Canada
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10
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Ding J, Yong-Hing CJ, Patlas MN, Khosa F. Equity, Diversity, and Inclusion: Calling, Career, or Chore? Can Assoc Radiol J 2023; 74:10-11. [PMID: 35698270 DOI: 10.1177/08465371221108633] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Affiliation(s)
- Jeffrey Ding
- Faculty of Medicine, 8166University of British Columbia, Vancouver, BC, Canada
| | - Charlotte J Yong-Hing
- Faculty of Medicine, 8166University of British Columbia, Vancouver, BC, Canada.,Diagnostic Imaging, 8144BC Cancer Vancouver, Vancouver, BC, Canada
| | - Michael N Patlas
- Department of Radiology, 3710McMaster University, Hamilton, ON, Canada
| | - Faisal Khosa
- Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
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11
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Yap WW, Hodgson CS, Spalluto L, Lebel K, Trop I, Hillier E, Darras K, Hillier T, Yong-Hing CJ. Canadian Radiology Gender Pay Gap-Reality or Myth? Can Assoc Radiol J 2022; 74:288-297. [PMID: 36223428 DOI: 10.1177/08465371221132465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Introduction: Prior studies on Canadian physicians' income have demonstrated a gender pay gap (GPG); however, there is a paucity of data in the Radiology specialty. A cross-sectional study was conducted to determine if practicing Canadian radiologists' self-reported income is related to gender, controlling for demographic and work variables. Methods: English and French online surveys were distributed by email and social media to radiologists and trainees (May-July 2021). The association between Gender (controlling for Ethnicity variables, Region, having Children, Full-/Part-Time work, and Academic position) and Self-Reported Income was examined using chi-square tests. Pearson correlations examined relationships between opinion variables. Analyses were conducted using SPSS V28.0. A priori significance was P < .05. Study had ethics approval. Results: Four hundred and fifty-four practicing Canadian radiologists responded. Majority were women (51.2%, n = 227), a non-visible Minority (71.7%, n = 317), and from Western Provinces (67.8%, n = 308). Significant relationship was established between Self-Reported Income and Gender (χ2 = 10.44, df = 2, P < .05). More men (70.6%, n = 120) than women (56.4%, n = 110), reported income "greater than $500 000"; fewer men (20.6%, n = 35) than women (35.9%, n = 70) reported "$300 000-$500 000"; a similar percent of men (8.8%, n = 15) and women (7.7%, n = 15) reported "less than $300 000." No relationship was found between self-reported income and gender for ethnicity variables, those without children, part-time, or non-academic radiologists. The opinion "Addressing the GPG is important" correlated to "Canadian Association of Radiologists should collect demographic data" (r = 0.63). Responses were low for ethnic minorities and non-western provinces. Conclusion: Our results suggest a GPG exists in Canadian radiology and is an important first step for future studies.
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Affiliation(s)
- Wan W Yap
- Department of Radiology, Faculty of Medicine, 8166University of British Columbia, Vancouver, BC, Canada.,Department of Medical Imaging, 12358Abbotsford Regional Hospital and Cancer Centre, Abbotsford, BC, Canada
| | - Carol S Hodgson
- Gilbert Chair Medical Education Research, University of Alberta, Edmonton, AB, Canada.,Alberta Institute Director IDEAS Office, Edmonton, AB, Canada.,Faculty of Medicine & Dentistry, 12357University of Alberta, Edmonton, AB, Canada
| | - Lucy Spalluto
- Department of Radiology and Radiological Sciences, 12328Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.,Veterans Health Administration-Tennessee Valley Healthcare System, Geriatric Research, Education and Clinical Center (GRECC), Nashville, TN, USA
| | - Kiana Lebel
- Department of Radiology, Faculty of Medicine, 12368University of Montreal, Montreal, QC, Canada
| | - Isabelle Trop
- Department of Radiology, Faculty of Medicine, 12368University of Montreal, Montreal, QC, Canada
| | - Elizabeth Hillier
- Faculty of Medicine & Dentistry, 12357University of Alberta, Edmonton, AB, Canada
| | - Kathryn Darras
- Department of Radiology, Faculty of Medicine, 8166University of British Columbia, Vancouver, BC, Canada
| | - Tracey Hillier
- Department of Radiology and Diagnostic Imaging, 3158University of Alberta, Edmonton, AB, Canada
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, 8166University of British Columbia, Vancouver, BC, Canada.,Diagnostic Imaging, 8144BC Cancer, Vancouver, BC, Canada
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12
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Yan TD, Yuan PHS, Saha T, Lebel K, Spalluto L, Yong-Hing CJ. Female Authorship Trends Among Articles About Artificial Intelligence in North American Radiology Journals. Can Assoc Radiol J 2022; 74:264-271. [PMID: 36062579 DOI: 10.1177/08465371221122637] [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: 12/29/2022] Open
Abstract
Purpose: To examine trends in female authorship of peer-reviewed North American radiology articles centred around artificial intelligence (AI). Method: A bibliographic search was conducted for all AI-related articles published in four North American radiology journals. Collected data included the genders of the first and last (senior) authors, year and country. We compared the trends of female authorship using Pearson chi-square, Fisher exact tests and logistic regression models. Results: 453 articles met the inclusion criteria. Among these, 107 (22.3%) had a female first author and 97 (27.3%) had a female senior author. Female first authors were over three times more likely to publish with a female senior author. Among the four journals, the CARJ had the highest proportion of female senior authors at 45.5%. The only significant temporal trend identified was an increase over the years in female senior authors in Radiology. Twenty-four countries contributed to the included articles, with the largest contributors being the United States (n = 290) and Canada (n = 30). Of the countries contributing more than 15 articles, there were none with above 50% female authorship. Conclusions: Female authors are underrepresented in AI-related radiology literature. However, there has been an encouraging recent increase in female authorship in AI-related radiology articles trending towards significance. There is a great opportunity to improve female representation in AI with intentional mentorship and recruitment. We urge more platforms for female voices in radiology as AI becomes increasingly integrated into the radiology community.
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Affiliation(s)
- Tyler D Yan
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | | | - Tania Saha
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Kiana Lebel
- Department of Radiology, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | - Lucy Spalluto
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA,Vanderbilt-Ingram Cancer Center, Nashville, TN, USA,Veterans Health Administration-Tennessee Valley Healthcare System Geriatric Research, Education and Clinical Center (GRECC), Nashville, TN, USA
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada,Department of Diagnostic Imaging, BC Cancer, Vancouver, BC, Canada
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13
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Khatchikian AD, Spalluto LB, Patlas MN, Yong-Hing CJ. Canadian Association of Radiologists Commitment to Equity, Diversity and Inclusion in Canadian Radiology. Can Assoc Radiol J 2022; 74:234-235. [PMID: 35786019 DOI: 10.1177/08465371221112663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Affiliation(s)
- Aline D Khatchikian
- Department of Diagnostic Radiology, 5620McGill University, Montreal, Quebec, Canada
| | - Lucy B Spalluto
- Department of Radiology and Radiological Sciences, 12328Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.,Veterans Health Administration-Tennessee Valley Healthcare System Geriatric Research, Education and Clinical Center (GRECC), Nashville, TN, USA
| | - Michael N Patlas
- Department of Radiology, 3710McMaster University, Hamilton, ON, Canada
| | - Charlotte J Yong-Hing
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Diagnostic Imaging, 8144BC Cancer, Vancouver, BC, Canada
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