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Evaluating equity, diversity, and inclusion in Canadian Postgraduate Medical Education: A cross-sectional analysis of online content

  • Mohamed Bondok,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

    Affiliation Cumming School of Medicine, University of Calgary, Calgary, AB, Canada

  • Mostafa Bondok ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

    christine.law@queensu.ca (CL); mostafa9@student.ubc.ca (MB)

    Affiliation UBC Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada

  • Liana Martel,

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada

  • Christine Law

    Roles Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing

    christine.law@queensu.ca (CL); mostafa9@student.ubc.ca (MB)

    Affiliation Department of Ophthalmology, School of Medicine, Queen’s University, Kingston, Ontario, Canada

Abstract

Background

Medical graduates applying to Residency through the Canadian Resident Matching System (CaRMS) utilize the internet to gather information on programs and their overarching Postgraduate Medical Education (PGME) Office. This study aims to evaluate how PGME websites across Canada convey their commitment to equity, diversity, and inclusion (EDI) through their website features.

Methods

Cross-sectional analysis of the 17 Canadian PGME websites against 20 EDI criteria based on contemporary literature, across five domains: leadership and governance, recruitment, accommodations, community engagement, and pathways to entry. Non-parametric testing was conducted to explore the relationship between EDI performance and municipal population diversity and geographic region.

Results

The evaluation of PGME websites, policies, reports, and plans revealed a mean score of 8.65/20 (SD = 3.00), with scores ranging from a minimum of 4/20 to a maximum of 13/20, indicating variability in EDI representation. Specifically, the domain of leadership and governance demonstrated the highest mean proportion of completed criteria (51%), while community engagement had the lowest (24%). Notably, 9 out of 17 PGME websites (53%) met at least 10 EDI criteria. Analysis by geographic region demonstrates significant mean differences (p = 0.02), with Ontario (10.50, SD = 2.17) and Western Provinces (11.00, SD = 0.00) scoring notably higher than Quebec (4.50, SD = 0.58), the Prairies (8.50, SD = 2.12), and the Atlantic region (8.00, SD = 2.83).

Conclusions

The assessment of Canadian PGME websites reveals varying levels of commitment to EDI. While many programs exhibit strong EDI representation in mission statements, access to mental health services, and anti-discrimination policies, there are notable gaps in leadership messaging, diverse interview panels, family-friendly policies, and deliberate recruitment of underrepresented groups. Regional differences highlight the need for sharing best practices to promote inclusivity across the country. Improving EDI efforts on PGME websites can promote the recruitment and retention of a diverse resident population.

Introduction

Equity, diversity and inclusion (EDI) plays a vital role in healthcare by promoting equitable access to care and improving patient outcomes [1, 2]. Fostering a diverse healthcare workforce effectively reduces barriers to care, such as language and cultural differences. Diversity also creates learning environments that promote empathy, critical thinking, and broader perspectives among healthcare professionals [3, 4].

In recent years, medical schools across Canada have acknowledged the importance of EDI and have taken significant steps to address inequities in medical school admissions. Initiatives such as an accelerated pathways to entry, contextualized evaluations of non-academic pursuits, and sociodemographic representation of community interview panelists have contributed to this progress [57]. Despite the focus on EDI initiatives in undergraduate medical education, the extent to which these principles are upheld in postgraduate medical education (PGME) programs remains uncertain.

The Best Practices in Applications & Selection Working Group (BPAS) report, led by the University of Toronto PGME office, responded to provincial and national calls for increased diversity among the physician workforce to meet population health needs. This report identified gaps in the selection and retention processes, particularly for economically disadvantaged, Indigenous, and rural applicants. Recommendations included promoting diversity in the selection criteria and process, pursuing, and measuring diversity across PGME programs, ensuring selection teams have diverse perspectives aligned with program goals, and providing comprehensive training for assessors [8]. These shortcomings were acknowledged, and in 2018 the recommendations received endorsement from PGME institutions nationwide [9]. Research has demonstrated that individuals from marginalized communities, including women, those identifying as LGBTQI2S+, and other underrepresented minorities prioritize program diversity during program selections [10, 11]. Thus, the exhibition of a strong dedication to EDI by PGME to attract a diverse cohort of resident physicians is essential.

Reviews have highlighted the increasing reliance of prospective resident physicians on websites as a primary source of information when evaluating training programs and making career decisions [12, 13]. This reliance may be further amplified by restrictions on the number of visiting electives Canadian medical students can complete, and a shift towards virtual interviews for the Canadian residency match process [14, 15]. With students needing to make judgments on programs and institutions they have little to no direct interaction with, websites become indispensable tools for gathering essential insights and forming initial impressions. While numerous studies have examined EDI initiatives within specific medical specialties including ophthalmology, orthopedic surgery, and general surgery, there lacks a comprehensive assessment of EDI within the overarching PGME governance [1620]. This study evaluates how Canadian PGME programs convey their commitment to EDI through website features, policies, and leadership reports.

Methods

A list of all Canadian Faculties of Medicine was compiled using the Royal College of Physicians and Surgeons of Canada website [21]. Each institution’s PGME website was identified and subsequently reviewed. All website data was collected in February 2023 by two independent reviewers. This study was exempt from requiring ethics by the Queen’s University Health Sciences and Affiliated Teaching Hospitals Research Ethics Board (HSREB) as it relied exclusively on publicly available information.

EDI evaluation criteria

All Canadian PGME websites were evaluated based on EDI criteria adapted from the Diversity Audit Tool (DAT) [22]. Initially created by the Ryerson University Diversity Institute and the Canadian Advanced Alliance Women in Technology to boost women’s participation in the information and communications technology sector, the DAT was later refined to include education and healthcare sectors [22]. The DAT examines how organizations leverage EDI across their value chain through 58 dichotomous assessment criteria. Compared to six other tools, including the Canadian Bar association equity and diversity guide, and the chamber of minerals and energy Australia gender diversity audit tool, the DAT distinguishes itself for its comprehensiveness and macro-level approach, enhancing its adaptability across various industries and sectors [22].

When relevant, assessment criteria language was adjusted to align with the study context. For instance, the inquiry "Has the business case for diversity been developed and widely communicated?" was refined to "Are the benefits of diversity communicated anywhere on the PGME website?" Similarly, elements of the DAT that could not be fairly assessed on webpages, such as "Does succession planning take into account diversity targets?" were excluded. The reasons for exclusion, detailed in S1 Table, include assessment challenges, limited information disclosure, and lack of applicability. These exclusions were considered in the broader context of literature reviews on program discipline EDI reviews, ensuring relevance to medical education and the Canadian landscape [1620, 23]. The 20 retained EDI criteria were subsequently grouped into five distinct themes, as listed in Table 1.

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Table 1. Description of EDI criteria assessed on PGME webpages.

https://doi.org/10.1371/journal.pone.0307584.t001

Each criteria was assigned one point. For inclusion, information had to be available directly on the PGME website, through hyperlinks on the landing page, or in publicly accessible linked documents (S2 Table). Two investigators (MSB and MB) independently evaluated the presence or absence of EDI criteria, and discrepancies were resolved by consensus. French websites were evaluated by a bilingual reviewer (LM), then electronically translated to English for evaluation by a second reviewer (MSB).

Subgroup analysis

Subgroup analysis comparing EDI scores based on geographic location and municipal population diversity was conducted. For geographical location, programs were grouped into six regions based on Statistics Canada standardized segmentation: Atlantic (Nova Scotia, Newfoundland and Labrador); Quebec; Ontario; Prairies (Saskatchewan and Manitoba); and Western Provinces (Alberta and British Columbia) [24]. Municipal population diversity was assessed using the 2022 Canadian Census data on ethnocultural diversity of each program’s respective metropolitan area, based on their listed corresponding address [25].

Statistical analysis

Descriptive statistics were used to report website EDI scores. Kruskal-Wallis tests were conducted to assess for differences in mean EDI scores based on municipal population diversity and geographic location segmentation. Post hoc tests for pairwise comparisons were performed using Dunn’s post-hoc test with Bonferroni correction. Statistical analyses were performed using SPSS Statistics version 28 (IBM Corporation). P values less than 0.05 were considered statistically significant.

Results

A total of 17 PGME websites were evaluated, along with their associated policies, annual reports, and strategic plans. The mean score achieved by PGME websites was 8.65/20 (SD = 3.00). The scores ranged from a minimum of 4/20 (20%) to a maximum of 13/20 (65%) (Fig 1). Among the evaluated webpages, 9/17 (53%) successfully met at least 10 EDI criteria (Fig 1). When categorizing the criteria by grouped themes, the leadership and governance theme had the highest mean proportion of completed EDI criteria, with 3.6/7 (51%) criteria, while diversity in community engagement was lowest, with 0.5/2 (24%) criteria.

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Fig 1. Distribution of total EDI criteria present on Canadian PGME websites.

A total of 20 criteria were assessed across 17 PGME webpages, showing the number of programs meeting the specific number of EDI criteria of the total evaluated. PGME: Postgraduate Medical Education, EDI: equity, diversity, and inclusion.

https://doi.org/10.1371/journal.pone.0307584.g001

A total of 14 (82%) PGME websites mentioned EDI in their mission statement, while less than a third (29%) of deans or equivalent institutional leadership mentioned EDI in their individualized messages (Table 2). A total of 1/17 (6%) PGME websites discussed emergency daycare onsite, and only 3/17 (12%) mentioned family-friendly policies that support trainees balancing other familial commitments (Table 2). Conversely, harassment/discrimination policies and access to coaching/counselling were mentioned on all PGME websites (100%), as demonstrated in Table 2.

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Table 2. EDI criteria on Canadian Post-graduate Medical Education websites by theme.

https://doi.org/10.1371/journal.pone.0307584.t002

PGME scores were stratified by geographic location and municipal population diversity to examine differences in meeting the established EDI criteria (Table 3). Differences in scores based on geographic location were significant (p = 0.020, Kruskal-Wallis), with post hoc tests for pairwise comparisons showing significantly higher mean scores for Ontario (10.50, SD = 2.17) compared to Quebec (4.50, SD = 0.58) (p = 0.036). There were no statistically significant differences found based on regional visible minority proportion (p = 0.142, Kruskal-Wallis).

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Table 3. EDI criteria on Canadian Post-graduate Medical Education websites by geography and population diversity.

https://doi.org/10.1371/journal.pone.0307584.t003

Discussion

This review of Canadian PGME websites’ commitment to EDI sheds light on the nuanced landscape of PGME websites and their alignment with the pursuit of a more diverse and inclusive medical workforce.

Our findings indicate that while the majority of PGME websites incorporate elements of EDI, there remains a gap between acknowledgment and implementation. For example, while many programs prominently feature EDI in their mission statements and have robust policies addressing harassment and discrimination, fewer explicitly outline diversity goals and policies or report on diversity target performance. This presents an opportunity for PGME programs to further embed EDI principles into their organizational structures and strategic planning processes.

Moreover, we observed regional differences in EDI website content, with programs in Western Canada showing higher scores compared to other regions. This underscores the importance of sharing best practices across geographical boundaries to foster greater inclusivity nationwide. Additionally, given no score differences were found based on regional visible minorities, institutions should analyze local community characteristics, incorporate insights into their websites, and prioritize updates to provide the latest policy information. Delving into specific domains, we find both strengths and areas for improvement.

Leadership & governance

While PGME programs have integrated EDI into their mission statements and developed robust harassment/discrimination policies, there is room for improvement, particularly in securing written commitments to EDI from senior leadership and establishing dedicated roles focused on EDI. Additionally, less than half of the programs communicate explicit diversity goals and policies. Commitment to EDI, along with actionable steps, are essential for driving organizational change, and measuring performance is critical for assessing the effectiveness of interventions [26, 27]. Therefore, we suggest that programs include explicit EDI goals in their strategic planning reports and share both qualitative and quantitative measures of progress toward these goals.

Transparent recruitment practices

Despite most PGME websites advocating for bias-free interviewing, there remains gaps in targeting underrepresented groups in recruitment efforts and a limited call for diverse representation on interviewing committees. Research demonstrates biases throughout application processes, which include linguistic differences in personal statements based on gender and ethnic groups, to interviewers favoring candidates who resemble them in appearance and experiences [2830]. Additionally, the transition to virtual residency interviews may exacerbate bias, disproportionately impacting underrepresented groups [31].

Some individual programs have implemented equity-driven recruitment and selection processes, such as those for Indigenous applicants in various provinces or for Black applicants to internal medicine at the University of Toronto. However, these efforts remain limited and are often restricted to specific specialties [32, 33], and are fewer in number than those in place for medical school admissions [57]. PGME programs should encourage all specialties to adopt key strategies for recruitment, emphasizing explicit targeting of underrepresented groups and integrating diverse representation on recruitment panels in accordance with Governmental best practices [34]. Programs may benefit from consulting the University of Calgary’s "PGME Anti-Racism Task Force Guidance for Selection Interviews" for an example of implementation of these principles [35].

Program accommodations

All programs mentioned access to counselling and mental health services, a crucial support given the high rates of burnout among medical trainees [36]. According to a 2021 survey by the Canadian Medical Association, burnout rates among medical trainees reached as high as 53% [37]. While most programs had a flexible work policy, the specific circumstances for granting part-time equivalent positions were often unclear. To provide context, an estimated 15% of trainees under the British Medical Association (BMA) are working less than full time equivalent, while only 5.1% of Canadian trainees reported working less than 50 hours per week [36, 38]. Therefore, Canadian PGME and trainee unions may benefit from implementing policies developed by BMA for guidance on flexible work arrangements [38].

Furthermore, despite parents making up about 25% of trainees [39], only a single institution mentioned having emergency daycare onsite. Research suggests that increased flexibility may decrease work-to-family conflict [40], yet only two institutions had existing family-friendly policies, including the provision of family emergency days.

Community engagement

Community engagement is a cornerstone of medical institutions’ commitment to social accountability [41]. Research has highlighted the profound influence of behavioural, social, and environmental factors on population health [42, 43]. Community engagement enables the creation of effective clinical and community programs and serves as an integral part of allyship by connecting with diverse communities and promoting inclusivity beyond institutional boundaries [4447]. Despite these benefits, our analysis revealed that most PGME program websites lack publicly available EDI-promoting newsletters and communication regarding diversity-centered community engagement activities. However, internal newsletters with access restrictions requiring institutional login limited the extent to which community engagement efforts could be evaluated.

Pathways to entry

While most PGME program websites explicitly mentioned transitional or re-entry programs, detailed qualification requirements and related application procedures were rarely addressed within available policies. Only two PGME websites highlighted their engagement with associations and professional organizations to promote diversity. To strengthen diversity initiatives, PGME may consider developing additional residency pathways, such as the Black applicant pathway to internal medicine at the University of Toronto [32]. These pathways can be implemented without changes to the existing application process administered through the Canadian Resident Matching System (CaRMS). For instance, in Toronto’s internal medicine Black and Indigenous student pathways, candidates self-identify their personal letter and are encouraged to reflect on how their identity influences their view of medicine and career goals [32, 33]. Additionally, establishing networking opportunities for visiting students from underrepresented groups may be beneficial [48].

Limitations

Our study sample size was constrained by the number of Canadian Postgraduate Medical Education Offices, although it is representative of all medical schools in Canada. Data collection was restricted to publicly accessible websites, excluding alternative sources such as private forums, emails, or direct interaction with trainees or staff which prospective residents might utilize. Website assessments were conducted with a degree of subjectivity, employing a binary approach to evaluate the presence or absence of content. A comprehensive analysis and critique of available content fell beyond the scope of this study. This study focused on assessing PGME at an overarching level and did not delve into individual program activities, which may vary from the presented findings. It is important to note that more nuanced information may be available on individual residency program websites.

Conclusion

The assessment of Canadian PGME websites reveals varying levels of commitment to EDI. Many PGME programs demonstrate a strong commitment to EDI through acknowledgement of EDI in mission statement, promotion of access to mental health services such as counselling, and deliberate harassment and discrimination policies. Areas of improvement include individualized and publicized EDI commitments from leaders, promotion of representation on interview panels, development of family friendly policies, deliberate recruitment of underrepresented groups, increased transparency of EDI initiatives through public engagement, and development of diversity recruitment pathways for medical residency training. Building a strong EDI presence online offers the opportunity to demonstrate commitment to EDI, and ultimately promotes the recruitment of a diverse post graduate trainee body.

Supporting information

S1 Table. Diversity audit tool EDI criteria selected for assessment of postgraduate medical education websites.

https://doi.org/10.1371/journal.pone.0307584.s001

(DOCX)

S2 Table. EDI criteria assessed on postgraduate medical education websites.

https://doi.org/10.1371/journal.pone.0307584.s002

(DOCX)

References

  1. 1. Simms C. Voice: the importance of diversity in healthcare. Int J Clin Pract. 2013;67: 394–6. pmid:23451883
  2. 2. Gomez LE, Bernet P. Diversity improves performance and outcomes. J Natl Med Assoc. 2019;111: 383–392. pmid:30765101
  3. 3. Gurin P, Dey E, Hurtado S, Gurin G. Diversity and Higher Education: Theory and Impact on Educational Outcomes. Harv Educ Rev. 2002;72: 330–367.
  4. 4. Whitla DK, Orfield G, Silen W, Teperow C, Howard C, Reede J. Educational benefits of diversity in medical school: a survey of students. Acad Med. 2003;78: 460–6. pmid:12742780
  5. 5. University of Calgary. Black Applicant Admissions Process. [cited 15 Dec 2022]. Available: https://cumming.ucalgary.ca/mdprogram/future-students/black-applicant-admissions-process.
  6. 6. The University of British Columbia. Pathways to Medicine. [cited 15 Dec 2022]. Available: https://mdprogram.med.ubc.ca/admissions/before-you-apply/pathways-to-medicine/.
  7. 7. University of Ottawa. Pathways to MD Program. [cited 15 Dec 2022]. Available: https://www.uottawa.ca/faculty-medicine/undergraduate/admissions/pathways-admission.
  8. 8. Bandiera G, Abrahams C, Cipolla A, Dosani N, Edwards S, Fish J, et al. Best Practices in Applications & Selection Final Report. 2013.
  9. 9. CaRMS. BPAS and CaRMS. 2019 [cited 20 Dec 2022]. Available: https://www.carms.ca/news/bpas-and-carms/?fbclid=IwAR3TDt4n1i_a7zvYcYuT-4-FGep2L67y0j0Zxg1a7KMuJyAXbG0OKsrFRSw.
  10. 10. Weygandt PL, Smylie L, Ordonez E, Jordan J, Chung AS. Factors influencing emergency medicine residency choice: Diversity, community, and recruitment red flags. AEM Educ Train. 2021;5. pmid:34485803
  11. 11. Ku MC, Li YE, Prober C, Valantine H, Girod SC. Decisions, Decisions: How Program Diversity Influences Residency Program Choice. J Am Coll Surg. 2011;213: 294–305. pmid:21641834
  12. 12. Jarman BT, Joshi ART, Trickey AW, Dort JM, Kallies KJ, Sidwell RA. Factors and Influences That Determine the Choices of Surgery Residency Applicants. J Surg Educ. 2015;72: e163–71. pmid:26143518
  13. 13. Embi PJ, Desai S, Cooney TG. Use and utility of Web-based residency program information: A survey of residency applicants. Journal of Medical Internet Research. JMIR Publications Inc.; 2003. pp. 85–95. pmid:14517113
  14. 14. The Association of Faculties of Medicine of Canada. The AFMC Board of Directors has made the following decisions regarding the 2024 Resident (R-1) Match: 2022 [cited 5 Dec 2022]. Available: https://www.afmc.ca/afmc-decisions-regarding-2024-resident-r-1-match/.
  15. 15. The Association of Faculties of Medicine of Canada. Education: Undergraduate Students, Electives, & MD Graduates. 2021 [cited 17 Mar 2023]. Available: https://www.afmc.ca/resources-data/education/undergraduate-students-electives-md-graduates/#:~:text=Elective%20Diversification&text=Consequently%2C%20we%20commit%20that%2C%20beginning,any%20single%20entry%2Dlevel%20discipline.
  16. 16. Driesen AMDS Romero Arenas MA, Arora , Tang A, Nfonsam VN, O’Grady CL, et al. Do General Surgery Residency Program Websites Feature Diversity? J Surg Educ. 2020;77: e110–e115. pmid:32600889
  17. 17. Cohen SA, Xiao M, Zhuang T, Michaud J, Wadhwa H, Shapiro L, et al. How do orthopaedic surgery residency program websites feature diversity? An analysis of 187 orthopaedic surgery programs in the United States. Curr Orthop Pract. 2022. Available: www.c-orthopaedicpractice.com. pmid:35685001
  18. 18. Mortman RJ, Gu A, Berger P, Choudhury S, Bernstein SA, Stake S, et al. Do Orthopedic Surgery Residency Program Web Sites Address Diversity and Inclusion? HSS Journal. 2022;18: 235–239. pmid:35645639
  19. 19. Ledesma Vicioso N, Woreta F, Sun G. Presence of Diversity or Inclusion Information on US Ophthalmology Residency Program Websites. JAMA Ophthalmol. 2022;140: 606–609. pmid:35550655
  20. 20. Sanchez AN, Martinez CI, Lara AM, Washington M, Escalon MX, Verduzco-Gutierrez M. Evaluation of Diversity and Inclusion Presence Among US Physical Medicine and Rehabilitation Residency Program Websites. Am J Phys Med Rehabil. 2021;100: 1196–1201. pmid:33443852
  21. 21. Royal College of Physicians and Surgeons of Canada. Canadian Medical Schools. [cited 2 Sep 2023]. Available: https://www.royalcollege.ca/rcsite/resources/canadian-medical-schools-e.
  22. 22. Cukier W, Yap M, Holmes MR, Rodrigues S. GENDER AND VISIBLE MINORITY STATUS: CAREER ADVANCEMENT IN THE CANADIAN INFORMATION AND COMMUNICATIONS TECHNOLOGY SECTOR. Available: https://www.torontomu.ca/diversity/research/abstracts/5.pdf.
  23. 23. Madrid S. Diversity Assessment Tools: A Comparison. THE INTERNATIONAL JOURNAL OF KNOWLEDGE, CULTURE AND CHANGE MANAGEMENT. 2011.
  24. 24. Statistics Canada. Standard Geographical Classification (SGC) 2016—Introduction. [cited 3 Sep 2022]. Available: https://www.statcan.gc.ca/en/subjects/standard/sgc/2016/introduction.
  25. 25. Statistics Canada. Visible minority by ethnic or cultural origin: Canada, provinces and territories, census metropolitan areas and census agglomerations with parts. 2022 [cited 2 Feb 2023]. Available: https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=9810033701&fbclid=IwAR1liQc0aOuOF9mcydXMnrv459f0e2JYH1bGHoWV-KAX0LalT1rYPHJbpjI.
  26. 26. Guyan K, Douglas Oloyede F. Equality, diversity and inclusion in research and innovation: UK review. [cited 12 Mar 2023]. Available: https://www.ukri.org/wp-content/uploads/2020/10/UKRI-020920-EDI-EvidenceReviewUK.pdf.
  27. 27. Dewidar O, Elmestekawy N, Welch V. Improving equity, diversity, and inclusion in academia. Res Integr Peer Rev. 2022;7: 4. pmid:35786782
  28. 28. Demzik A, Filippou P, Chew C, Reines K, Brown S, Wallen EM, et al. Linguistic Differences in Personal Statements of Urology Residency Applicants by Self-Reported Race and Ethnicity. Urology. 2022;162: 137–143. pmid:34118231
  29. 29. Bergelson I, Tracy C, Takacs E. Best Practices for Reducing Bias in the Interview Process. Curr Urol Rep. 2022;23: 319–325. pmid:36222998
  30. 30. Khan S, Kirubarajan A, Shamsheri T, Clayton A, Mehta G. Gender bias in reference letters for residency and academic medicine: a systematic review. Postgrad Med J. 2023;99: 272–278. pmid:37222712
  31. 31. Otugo O, Alvarez A, Brown I, Landry A. Bias in recruitment: A focus on virtual interviews and holistic review to advance diversity. AEM Educ Train. 2021;5. pmid:34616988
  32. 32. Norris M, Najeeb U. Advancing the Black and Indigenous CaRMS Pathway. 3 Apr 2023 [cited 17 Apr 2023]. Available: https://deptmedicine.utoronto.ca/news/advancing-black-and-indigenous-carms-pathway.
  33. 33. CaRMS. Program Descriptions–First Iteration. [cited 18 Mar 2024]. Available: https://www.carms.ca/match/r-1-main-residency-match/program-descriptions/.
  34. 34. Government of Canada. Creating an Equitable, Diverse and Inclusive Research Environment: A Best Practices Guide for Recruitment, Hiring and Retention. [cited 12 Mar 2023]. Available: https://www.chairs-chaires.gc.ca/program-programme/equity-equite/best_practices-pratiques_examplaires-eng.aspx.
  35. 35. Cumming School of Medicine. PGME Anti-Racism Task Force Guidance for Selection Interviews. 2021. Available: https://cumming.ucalgary.ca/sites/default/files/teams/6/Operating%20Standards/interview-guidance-to-programs-pgme-2022-v1.pdf.
  36. 36. Resident Doctors of Canada. 2018 National Resident Survey. 2018. Available: https://residentdoctors.ca/wp-content/uploads/2018/10/National-Resident-Survey-2018-R8.pdf.
  37. 37. Canadian Medical Association. Physician wellness: New 2021 National Physician Health Survey findings—burnout, short-staffing and an overburdened system take their toll. [cited 12 Mar 2023]. Available: https://www.cma.ca/physician-wellness-hub/content/physician-wellness-new-2021-national-physician-health-survey-findings-burnout-short-staffing-and.
  38. 38. British Medical Association. Flexible training. [cited 18 Dec 2022]. Available: https://www.bma.org.uk/advice-and-support/career-progression/training/flexible-training.
  39. 39. The Physician Health Program of British Columbia. Medicine and Motherhood: Can We Talk? 2010. Available: https://www.physicianhealth.com/wp-content/uploads/2021/02/MedicineAndMotherhood2010.pdf.
  40. 40. Hsiao H. A cross-national study of family-friendly policies, gender egalitarianism, and work–family conflict among working parents. PLoS One. 2023;18: e0291127. pmid:37729109
  41. 41. Boone H, Snow NJ, Allison J, Sturge Sparkes C, Dawe R. Community engagement by faculties of medicine: A scoping review of current practices and practical recommendations. Med Teach. 2022;44: 772–780. pmid:35166621
  42. 42. Szilagyi PG. Translational Research and Pediatrics. Acad Pediatr. 2009;9: 71–80. pmid:19329097
  43. 43. Frieden TR. A framework for public health action: the health impact pyramid. Am J Public Health. 2010;100: 590–5. pmid:20167880
  44. 44. Communities Choosewell. EDI—An Indigenous Context. [cited 12 Mar 2023]. Available: https://communitieschoosewell.ca/healthy-communities-framework/7-pillars/people/edi-an-indigenous-context/.
  45. 45. Szilagyi PG, Shone LP, Dozier AM, Newton GL, Green T, Bennett NM. Evaluating Community Engagement in an Academic Medical Center. Academic Medicine. 2014;89: 585–595. pmid:24556768
  46. 46. Bergman DA, Beck A. Moving From Research to Large-Scale Change in Child Health Care. Acad Pediatr. 2011;11: 360–368. pmid:21783449
  47. 47. CDC/ATSDR Committee on Community Engagement. Clinical and Translational Science Awards Consortium Community Engagement Key Function Committee Task Force on the Principles of Community Engagement. 2011. Available: https://www.atsdr.cdc.gov/communityengagement/pdf/PCE_Report_508_FINAL.pdf.
  48. 48. Hoff ML, Liao NN, Mosquera CA, Saucedo A, Wallihan RG, Walton JR, et al. An Initiative to Increase Residency Program Diversity. Pediatrics. 2022;149. pmid:34972222