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Sabin J, Nagasawa P, Guenther G, Kett P, Williams-York B, Naidu A, Frogner BK. Implicit and Explicit Race and Weight Biases Among Physician Assistant Preceptors and Trainees. J Physician Assist Educ 2025; 36:167-175. [PMID: 39878705 DOI: 10.1097/jpa.0000000000000657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
INTRODUCTION As new equity, diversity, and inclusion programs emerge in physician assistant/associate (PA) education, there is a need to assess baseline levels of implicit and explicit biases among PA preceptors' and trainees. The objectives of this study were (1) to measure implicit and explicit race (Black/White) and weight (fat/thin) biases among PA preceptors and trainees and (2) to identify potential gaps in PA preceptor and trainee education. METHODS This is a cross-sectional study of PA preceptors and trainees from one program operating in several US states; implicit and explicit race and antifat biases and receipt of prior education were measured. RESULTS Preceptor response rate was 6.4% (N = 78) from an eligible population of 1222, and trainee response rate was 25.7% (n = 43) from an eligible population of 167. Sixty-eight preceptor participants (87.2%) and 23 trainees (53.5%) identified as White. Preceptors held strong (Cohen d = 0.81), and trainees held moderate (Cohen d = 0.43) pro-White implicit bias. Overall, preceptors and trainees held little and no explicit race bias (Cohen d = 0.18 and d = 0.0, respectively). Preceptors and trainees held strong implicit antifat bias (Cohen d = 1.24 and Cohen d = 0.76). Preceptors held moderate explicit antifat bias (Cohen d = 0.65); trainees held strong explicit antifat bias (Cohen d = 0.95). Trainees received significantly more education on working with diverse populations compared with preceptors (100% vs. 57.7%, P < 0.001) and working with patients who are overweight (74.4% vs. 41.0%, P < 0.001). DISCUSSION Implicit race and antifat bias exists among our sample of PA preceptors and trainees. A gap in education for preceptors on working with diverse populations and patients who are overweight was identified. Future research should address both.
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Affiliation(s)
- Janice Sabin
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Pamela Nagasawa
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Grace Guenther
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Paula Kett
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Bernadette Williams-York
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Amee Naidu
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
| | - Bianca K Frogner
- Janice Sabin, PhD, MSW, is a research professor of Department of Biomedical Informatics and Medical Education, School of Medicine at University of Washington, Seattle, Washington
- Pamela Nagasawa, PhD, is an associate professor, with a joint appointment in the Department of Biomedical Informatics and Medical Education, and the Department of Family Medicine, associate program director of Evaluation and Assessment at the MEDEX Physician Assistant Program, University of Washington, School of Medicine, Seattle, Washington
- Grace Guenther, MPA, is a research scientist at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
- Paula Kett, PhD, MPH, KN, is a research scientist at Center for Health Workforce Studies, University of Washington, School of Medicine, Seattle, Washington
- Bernadette Williams-York, PT, DSc, is an associate professor and director of Division of Physical Therapy, Department of Rehabilitation Medicine at University of Washington, School of Medicine, Seattle, Washington
- Amee Naidu, MMS, PA-CGCS, is an associate program director of Student Affairs, interim associate program director of Academic Affairs, associate teaching professor University of Washington, Department of Family Medicine, MEDEXNW-Physician Assistant Program, Seattle, Washington
- Bianca K. Frogner, PhD, is a professor and director at Center for Health Workforce Studies, Department of Family Medicine, University of Washington, School of Medicine, Seattle, Washington
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Ring J, Torres D, Ramos R, Gonzalez CM, Nahid M, Morales S, Phillips E. Scholars in Health Equity: A Program of Structured Physician Faculty Development. J Gen Intern Med 2025; 40:1797-1802. [PMID: 39707094 PMCID: PMC12119412 DOI: 10.1007/s11606-024-09281-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/03/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Structured faculty development programs focused on integrating health equity into medical education curricula remain limited. AIM To describe an interdisciplinary faculty development program grounded in adult learning theory and to assess its impact on participants' professional growth. SETTING AND PARTICIPANTS Twenty-one faculty members across six academic-affiliated health systems. PROGRAM DESCRIPTION Fourteen 2-h monthly sessions were delivered over one full year. Course topics included health equity, adult learning theory, curriculum development, implicit bias, social determinants of health, racism, oppression, and collaborating with community partners. Educational strategies included reflections, small group discussions, logic models, and capstone development. PROGRAM EVALUATION Using a Likert-type scale, participants rated all aspects of the program highly favorably, with median ratings ranging from 4 (agree) to 5 (strongly agree). Focus group results demonstrated that faculty experienced well-needed personal empowerment and professional growth in unexpected ways and identified several opportunities for programmatic growth. DISCUSSION Program strengths included its interdisciplinary nature, creating a space to address isolation experienced by faculty working to advance health equity within their departments, advancement of skills to integrate health equity into their teaching contexts, and the opportunity for participants to envision their scholarship as part of a more extensive approach within the social determinants of health, health equity, and community health framework.
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Affiliation(s)
- Jeffrey Ring
- Family Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Daisy Torres
- Southern Connecticut State University, New Haven, CT, USA
| | - Rosio Ramos
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Cristina M Gonzalez
- Department of Medicine and Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Musarrat Nahid
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Susana Morales
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Erica Phillips
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
- Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
- Division of General Internal Medicine, Weill Cornell Medicine, New York, USA.
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Huang R, Wu H, Yuan Y, Xu Y, Qian H, Zhang C, Wei X, Lu S, Zhang X, Kan J, Wan C, Liu Y. Evaluation and Bias Analysis of Large Language Models in Generating Synthetic Electronic Health Records: Comparative Study. J Med Internet Res 2025; 27:e65317. [PMID: 40354109 DOI: 10.2196/65317] [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: 09/01/2024] [Revised: 02/04/2025] [Accepted: 03/29/2025] [Indexed: 05/14/2025] Open
Abstract
BACKGROUND Synthetic electronic health records (EHRs) generated by large language models (LLMs) offer potential for clinical education and model training while addressing privacy concerns. However, performance variations and demographic biases in these models remain underexplored, posing risks to equitable health care. OBJECTIVE This study aimed to systematically assess the performance of various LLMs in generating synthetic EHRs and to critically evaluate the presence of gender and racial biases in the generated outputs. We focused on assessing the completeness and representativeness of these EHRs across 20 diseases with varying demographic prevalence. METHODS A framework was developed to generate 140,000 synthetic EHRs using 10 standardized prompts across 7 LLMs. The electronic health record performance score (EPS) was introduced to quantify completeness, while the statistical parity difference (SPD) was proposed to assess the degree and direction of demographic bias. Chi-square tests were used to evaluate the presence of bias across demographic groups. RESULTS Larger models exhibited superior performance but heightened biases. The Yi-34B achieved the highest EPS (96.8), while smaller models (Qwen-1.8B: EPS=63.35) underperformed. Sex polarization emerged: female-dominated diseases (eg, multiple sclerosis) saw amplified female representation in outputs (Qwen-14B: 973/1000, 97.3% female vs 564,424/744,778, 75.78% real; SPD=+21.50%), while balanced diseases and male-dominated diseases skewed the male group (eg, hypertension Llama 2-13 B: 957/1000, 95.7% male vs 79,540,040/152,466,669, 52.17% real; SPD=+43.50%). Racial bias patterns revealed that some models overestimated the representation of White (eg, Yi-6B: mean SPD +14.40%, SD 16.22%) or Black groups (eg, Yi-34B: mean SPD +14.90%, SD 27.16%), while most models systematically underestimated the representation of Hispanic (average SPD across 7 models is -11.93%, SD 8.36%) and Asian groups (average SPD across 7 models is -0.77%, SD 11.99%). CONCLUSIONS Larger models, such as Yi-34B, Qwen-14B, and Llama 2 to 13 B, showed improved performance in generating more comprehensive EHRs, as reflected in higher EPS values. However, this increased performance was accompanied by a notable escalation in both gender and racial biases, highlighting a performance-bias trade-off. The study identified 4 key findings as follows: (1) as model size increased, EHR generation improved, but demographic biases also became more pronounced; (2) biases were observed across all models, not just the larger ones; (3) gender bias closely aligned with real-world disease prevalence, while racial bias was evident in only a subset of diseases; and (4) racial biases varied, with some diseases showing overrepresentation of White or Black populations and underrepresentation of Hispanic and Asian groups. These findings underline the need for effective bias mitigation strategies and the development of benchmarks to ensure fairness in artificial intelligence applications for health care.
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Affiliation(s)
- Ruochen Huang
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Honghan Wu
- University College London, London, United Kingdom
| | - Yuhan Yuan
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Yifan Xu
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Hao Qian
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Changwei Zhang
- The Pervasive Communication Center, Purple Mountain Laboratories, Nanjing, China
- Nanjing University of Posts and Telecommunications, Nanjing, China
| | - Xin Wei
- Nanjing University of Posts and Telecommunications, Nanjing, China
| | - Shan Lu
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xin Zhang
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jingbao Kan
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Cheng Wan
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Yun Liu
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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De Leon E, Chebly KO, Girmay B, Altshuler L, Gonzalez CM, Greene RE. Addressing a Gap in Health Equity Education: A Qualitative Analysis of a Longitudinal GME Course. J Gen Intern Med 2025:10.1007/s11606-025-09511-9. [PMID: 40246752 DOI: 10.1007/s11606-025-09511-9] [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] [Received: 09/26/2024] [Accepted: 04/04/2025] [Indexed: 04/19/2025]
Abstract
BACKGROUND Graduate medical education (GME) on diversity, equity, and inclusion rarely teaches strategies for developing anti-racist mindsets and behaviors, and understanding of the impact of these programs and particular curricular components is lacking. OBJECTIVE To evaluate the format, content, and impact of a longitudinal anti-racism conference series (ARC) on resident physicians within an urban internal medicine program through a qualitative analysis, with the goal of informing the development and implementation of other evidence-based anti-racism curricula in graduate medical education (GME). DESIGN The ARC consisted of eight mandatory, 60-min virtual conferences held between August 2020 and June 2021 within an internal medicine residency program's primary care track sub-group. The conference's content synthesized previous anti-racism curricula, scholarly readings, and practical experiences, and emphasized internal reflection and behavior change. PARTICIPANTS Thirty internal medicine resident physicians and six faculty members. MAIN MEASURES Seven voluntary, semi-structured, hour-long focus groups were conducted to document resident perspectives on the ARC's format, content, and impact of the curriculum on learner's professional and personal development. Constructivist grounded theory was used to analyze resident responses. KEY RESULTS In total, 17/30 (57%) residents participated in focus groups. Analysis of course format, content, and impact revealed the following: (1) The most valued aspect of the course's instructional format was its perceived psychological safety. (2) Residents desired course content with more outward action steps than were offered. (3) Residents noted personal and professional impact across three main domains: intrapersonal, interpersonal, and institutional. CONCLUSIONS In this longitudinal GME internal medicine anti-racism curriculum, participants felt that the curriculum format provided safe spaces to engage with topics on systemic racism and patient care, but content lacked sufficient action-oriented strategies. The curriculum's impact was multi-dimensional and could be studied more deeply in the future through simulation or direct observation.
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Affiliation(s)
- Elaine De Leon
- Institute for Excellence in Health Equity, New York University Grossman School of Medicine, New York, NY, USA.
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, USA.
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Katherine Otto Chebly
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, USA
| | - Blen Girmay
- Division of Geriatrics, Inova Health System, Fairfax, VA, USA
| | - Lisa Altshuler
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, USA
| | - Cristina M Gonzalez
- Institute for Excellence in Health Equity, New York University Grossman School of Medicine, New York, NY, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, USA
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Richard E Greene
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, USA
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Minichiello V, Ring M, Walsh EG, Mehta D. Developing a Novel Integrative Health Equity and Anti-racism Tool (IHEART) for Pilot Application in a Multicenter Integrative Health Elective for Medical Students and Resident Physicians: A Study Protocol. GLOBAL ADVANCES IN INTEGRATIVE MEDICINE AND HEALTH 2025; 14:27536130251316221. [PMID: 39881829 PMCID: PMC11775962 DOI: 10.1177/27536130251316221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 12/03/2024] [Accepted: 01/09/2025] [Indexed: 01/31/2025]
Abstract
Background This study protocol introduces the Integrative Health Equity and Anti-Racism Tool (IHEART), an innovative instrument designed to infuse equity, diversity, and inclusion (EDI) into Integrative Health (IH) education. Recognizing the gaps in current IH training that fail to address social and systemic inequities adequately, the IHEART is intended to respond to the growing need for inclusivity in IH practices and educational materials. The tool is mainly focused on addressing issues such as accessibility of complementary and integrative health (CIH) therapies, cultural misappropriation, anti-racism, gender diversity, disability justice, trauma-informed care, weight inclusivity, and planetary health, which are currently inconsistently covered in IH training. Methods/Design Developed by a team seeking to embed EDI more consistently in IH education, the IHEART provides reflection questions tailored to the unique philosophy and topics of IH. These questions are intended for use by IH educators in creating and delivering educational content, including handouts, slides, textbooks, and curricula. This tool differentiates itself from existing health equity tools used in general medical education by catering to the nuanced needs of IH training. The article outlines the iterative development process of the IHEART and plans for future pilot implementation and revision. Discussion By introducing this tool, the study protocol aims to enhance the inclusivity and relevance of IH education, aligning it more closely with contemporary social justice imperatives. The IHEART is positioned as a crucial step towards transforming IH education and practice, making it more accessible and equitable for diverse communities and ensuring that IH continues to evolve as a holistic and inclusive field.
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Affiliation(s)
- Vincent Minichiello
- Associate Professor, Osher Center for Integrative Health at University of Wisconsin-Madison, Department of Family Medicine and Community Health Madison, WI, USA
| | - Melinda Ring
- Tina Trott Professor of Integrative Health Executive Director, Osher Center for Integrative Health at Northwestern University, Clinical Associate Professor of Medicine and Medical Social Sciences, Northwestern University Feinberg School of Medicine Chicago, IL, USA
| | - Elizabeth G Walsh
- Osher Center for Integrative Health at Vanderbilt, Department of Physical Medicine & Rehabilitation Vanderbilt University Medical Center Nashville, TN, USA
| | - Darshan Mehta
- Harvard Medical School, Boston, MA, USA
- Osher Center for Integrative Health, Brigham & Women's Hospital, Boston, MA, USA
- Benson-Henry Institute for Mind Body Medicine, Massachusetts General Hospital, Boston, MA, USA
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Ghanem N, Goldberg DG, Granger E, Warren JR, Gimm G. A critical qualitative study to understand current black women medical student perspectives on anti-racist reform in US medical education. MEDICAL EDUCATION ONLINE 2024; 29:2393436. [PMID: 39164948 PMCID: PMC11340229 DOI: 10.1080/10872981.2024.2393436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 08/06/2024] [Accepted: 08/12/2024] [Indexed: 08/22/2024]
Abstract
PURPOSE The US medical education system has a long-standing history of omitting evidence and perpetuating false pseudo-scientific beliefs on the complex and nuanced relationships between race, racism, and health disparities. There is an urgent need to identify and address the historical influence of systemic racism on the current curriculum, organization, and culture of US medical education. The goal of this study was to understand Black women medical student perspectives on race and racism in current medical school training and their recommendations to inform anti-racist action in US medical education. METHOD The authors conducted a critical qualitative study to understand the perspectives of Black women medical students on issues surrounding race and racism in relation to US medical education. To their knowledge, this is the first study to use qualitative research methods to understand current thinking on the need for anti-racist pedagogy in medical school education among Black women medical students in the US. RESULTS The interviews revealed critical limitations in the teaching of race, racism, and racial disparities, including a lack of historical depth, continuity, and evaluation of this content; lack of actionable guidance to address racial disparities in clinical practice; and dissonance between emerging anti-racist content and national licensing examinations. The qualitative data yielded several anti-racist strategies and practices that can be implemented in US medical schools to redress historical curriculum limitations and better prepare future generations of physicians to care for marginalized populations. CONCLUSIONS This study provides actionable feedback on needed reforms to redress US medical school curriculum limitations as it relates to race, racism, and racial disparities.
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Affiliation(s)
- Nouran Ghanem
- College of Public Health, Department of Health Administration and Policy, George Mason University, Fairfax, VA, USA
| | - Debora Goetz Goldberg
- Department of Health Administration and Policy, College of Public Health, and Affiliate Faculty, Center for Evidenced-Based Behavioral Health, Department of Psychology, George Mason University, Fairfax, VA, USA
| | | | - Jennifer R. Warren
- Institute for Health Equity Education & Research, Atlantic City, NJ, USA
| | - Gilbert Gimm
- Department of Health Administration and Policy, College of Public Health, George Mason University, Fairfax, VA, USA
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Essakow J, Edwell A, Smith E, Daya S. Acknowledging and Addressing Microaggressions: A Virtual Experiential Learning Approach for Faculty. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2024; 20:11436. [PMID: 39233770 PMCID: PMC11374130 DOI: 10.15766/mep_2374-8265.11436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 04/25/2024] [Indexed: 09/06/2024]
Abstract
Introduction Although the ACGME and other accrediting organizations are increasingly emphasizing the importance of clinical learning environments that value diversity, equity, and inclusion, faculty development surrounding behavioral skills that promote inclusivity in the learning environment still needs cultivation. We designed a virtual longitudinal faculty development curriculum focused on direct observation, feedback, and practice of behavioral skills to acknowledge and address microaggressions in the learning environment. Methods We used Kern's six steps of curriculum development to create four voluntary virtual workshops offered twice throughout the academic year, with topics including: (1) recognizing and naming microaggressions, (2) apologizing when harm has been experienced, (3) setting expectations surrounding microaggressions, and (4) debriefing microaggressions. Participant learners included residency program directors, associate program directors, and other leaders across all medical and surgical departments from one institution. Results Thirty-one faculty from 10 departments participated in this yearlong curriculum. Pre- and postworkshop surveys analyzed participants' self-assessments of confidence and comfort in applying learned skills. Participants were more confident in openly naming bias, delivering expectations surrounding microaggressions, and debriefing microaggressions with learners. Participants also reported greater comfort in apologizing to learners when harm has occurred in public, in person, and electronically. Discussion To create an inclusive learning environment, faculty can increase their comfort and confidence with addressing bias and microaggressions through practice and feedback. Our curriculum demonstrates how experiential learning allows for continual practice to solidify a new skill.
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Affiliation(s)
- Jenna Essakow
- Assistant Professor, Department of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt
| | - April Edwell
- Assistant Adjunct Professor, Department of Pediatrics, University California, San Francisco School of Medicine
| | - Elisabeth Smith
- Simulation Administrator, Kanbar Center, University of California, San Francisco School of Medicine
| | - Sneha Daya
- Associate Professor, Departments of Internal Medicine and Pediatrics, Medstar Georgetown University Hospital
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Hagiwara N, Duffy C, Cyrus J, Harika N, Watson GS, Green TL. The nature and validity of implicit bias training for health care providers and trainees: A systematic review. SCIENCE ADVANCES 2024; 10:eado5957. [PMID: 39141723 PMCID: PMC11323883 DOI: 10.1126/sciadv.ado5957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 07/09/2024] [Indexed: 08/16/2024]
Abstract
The number of health care educational institutions/organizations adopting implicit bias training is growing. Our systematic review of 77 studies (published 1 January 2003 through 21 September 2022) investigated how implicit bias training in health care is designed/delivered and whether gaps in knowledge translation compromised the reliability and validity of the training. The primary training target was race/ethnicity (49.3%); trainings commonly lack specificity on addressing implicit prejudice or stereotyping (67.5%). They involved a combination of hands-on and didactic approaches, lasting an average of 343.15 min, often delivered in a single day (53.2%). Trainings also exhibit translational gaps, diverging from current literature (10 to 67.5%), and lack internal (99.9%), face (93.5%), and external (100%) validity. Implicit bias trainings in health care are characterized by bias in methodological quality and translational gaps, potentially compromising their impacts.
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Affiliation(s)
- Nao Hagiwara
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
| | - Conor Duffy
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA
| | - John Cyrus
- Research and Education Department, Health Sciences Library, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Nadia Harika
- Department of Pediatrics, Virginia Commonwealth University, Richmond, VA 23219, USA
| | - Ginger S. Watson
- Virginia Modeling Analysis & Simulation Center, Old Dominion University, Suffolk, VA 23435, USA
| | - Tiffany L. Green
- Departments of Population Health Sciences and Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53726, USA
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Qiu G, Papanagnou D, Lopez B. Curriculum Mapping to Enhance Antiracism Education in an Undergraduate Medical Education Program. Cureus 2024; 16:e62089. [PMID: 38863773 PMCID: PMC11165435 DOI: 10.7759/cureus.62089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2024] [Indexed: 06/13/2024] Open
Abstract
Antiracism education (ARE) is critical in developing culturally competent physicians. At our institution, the Sidney Kimmel Medical College (SKMC) at Thomas Jefferson University in Philadelphia, United States, the Office of Diversity and Inclusion Initiatives and Educational Leadership created and examined a map of its ARE curriculum. Our efforts were meant to describe our local educational processes with regards to ARE; we did not intend to compare our curriculum and its outputs to national benchmarks. To this effect, diversity deans of other local Philadelphia-area medical schools were queried on their respective ARE maps and educational offerings. Potential changes to SKMC's ARE would be considered, but no other school that was queried had a formal ARE map in place. While all schools had a variety of lectures, modules, and electives, none appeared to have a systematic method to teach ARE. As a result, modifications to SKMC's ARE were made based on an intrinsic examination of its own ARE map. Changes that were made included modifying a pre-clerkship lecture on "Racism and Microaggressions" to a small group discussion session. Additionally, a clerkship-specific lecture on "Bias and Microaggressions" was changed from four 1-hour lectures to 90 minutes of lecture followed by a 2-hour small group session, to reduce content redundancy and promote more student reflection. For both of these changes, faculty participated in a newly developed faculty development session. To guide prospective work, a multidisciplinary task force was created to include formal student input in the process of examining ARE. Future directions to query institutions outside the Philadelphia region for their ARE offerings will also be considered.
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Affiliation(s)
- Grace Qiu
- Medicine, Thomas Jefferson University, Philadelphia, USA
| | | | - Bernard Lopez
- Emergency Medicine, Thomas Jefferson University, Philadelphia, USA
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Burnett-Bowie SAM, Wright NC, Yu EW, Langsetmo L, Yearwood GMH, Crandall CJ, Leslie WD, Cauley JA. The American Society for Bone and Mineral Research Task Force on clinical algorithms for fracture risk report. J Bone Miner Res 2024; 39:517-530. [PMID: 38590141 DOI: 10.1093/jbmr/zjae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 02/23/2024] [Accepted: 03/13/2024] [Indexed: 04/10/2024]
Abstract
Using race and ethnicity in clinical algorithms potentially contributes to health inequities. The American Society for Bone and Mineral Research (ASBMR) Professional Practice Committee convened the ASBMR Task Force on Clinical Algorithms for Fracture Risk to determine the impact of race and ethnicity adjustment in the US Fracture Risk Assessment Tool (US-FRAX). The Task Force engaged the University of Minnesota Evidence-based Practice Core to conduct a systematic review investigating the performance of US-FRAX for predicting incident fractures over 10 years in Asian, Black, Hispanic, and White individuals. Six studies from the Women's Health Initiative (WHI) and Study of Osteoporotic Fractures (SOF) were eligible; cohorts only included women and were predominantly White (WHI > 80% and SOF > 99%), data were not consistently stratified by race and ethnicity, and when stratified there were far fewer fractures in Black and Hispanic women vs White women rendering area under the curve (AUC) estimates less stable. In the younger WHI cohort (n = 64 739), US-FRAX without bone mineral density (BMD) had limited discrimination for major osteoporotic fracture (MOF) (AUC 0.53 (Black), 0.57 (Hispanic), and 0.57 (White)); somewhat better discrimination for hip fracture in White women only (AUC 0.54 (Black), 0.53 (Hispanic), and 0.66 (White)). In a subset of the older WHI cohort (n = 23 918), US-FRAX without BMD overestimated MOF. The Task Force concluded that there is little justification for estimating fracture risk while incorporating race and ethnicity adjustments and recommends that fracture prediction models not include race or ethnicity adjustment but instead be population-based and reflective of US demographics, and inclusive of key clinical, behavioral, and social determinants (where applicable). Research cohorts should be representative vis-à-vis race, ethnicity, gender, and age. There should be standardized collection of race and ethnicity; collection of social determinants of health to investigate impact on fracture risk; and measurement of fracture rates and BMD in cohorts inclusive of those historically underrepresented in osteoporosis research.
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Affiliation(s)
- Sherri-Ann M Burnett-Bowie
- Endocrine Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States
| | - Nicole C Wright
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL 35233, United States
| | - Elaine W Yu
- Endocrine Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, United States
| | - Lisa Langsetmo
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care Center, Minneapolis, MN 55417, United States
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455, United States
| | - Gabby M H Yearwood
- Department of Anthropology and Center for Civil Rights and Racial Justice, University of Pittsburgh, Pittsburgh, PA 15260, United States
| | - Carolyn J Crandall
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, United States
| | - William D Leslie
- Departments of Internal Medicine and Radiology, Max Rady College of Medicine, University of Manitoba, Winnipeg R3E 0T6, Canada
| | - Jane A Cauley
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, United States
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Williams JC, Crisp Z, Crow B, Alexander-Bloch A, Galvin K, Qayyum Z, Aysola J, Cheng SM. Core Competencies of an Anti-racist Physician: Elective Course for Undergraduate Medical Students. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2024; 20:11395. [PMID: 38957536 PMCID: PMC11219086 DOI: 10.15766/mep_2374-8265.11395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 01/09/2024] [Indexed: 07/04/2024]
Abstract
Introduction Medical schools seeking to correct and reform curricula towards anti-racist perspectives need to address anti-Black forms of racism specifically and teach students critical upstander skills to interrupt manifestations of racism. We developed a course to teach preclinical medical students basic anti-racism competencies including recognition and awareness of anti-Black racism in medicine and upstander skills to advocate for patients and colleagues. Methods In 2021 and 2022, we designed, implemented, and evaluated an elective course for second-year medical students (N = 149) to introduce competencies of anti-racism focusing on upstander skills for addressing anti-Blackness. We designed three patient cases and one student-centered case to illustrate manifestations of anti-Black racism in medicine and used these cases to stimulate small-group discussions and guide students toward recognizing and understanding ways of responding to racism. We designed pre- and postassessments to evaluate the effectiveness of the course and utilized anonymous feedback surveys. Results Participants showed significant improvement in pre- to postassessment scores in both years of the course. The anonymous feedback survey showed that 97% of students rated the course at least somewhat effective, and the qualitative responses revealed five core themes: course timing, case complexity, learner differentiation, direct instruction, and access to resources. Discussion This course reinforces upstander competencies necessary for advancing anti-racism in medicine. It addresses a gap in medical education by reckoning with the entrenched nature of anti-Black racism in the culture of medicine and seeks to empower undergraduate medical students to advocate for Black-identifying patients and colleagues.
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Affiliation(s)
- J. Corey Williams
- Assistant Professor, Department of Psychiatry, MedStar Georgetown University Hospital
| | - Zharia Crisp
- Second-Year Medical Student, University of Chicago Pritzker School of Medicine
| | - Brendan Crow
- Third-Year Resident Physician, Mountain Area Health Education Center (MAHEC) Family Medicine Residency
| | - Aaron Alexander-Bloch
- Assistant Professor, Department of Child and Adolescent Psychiatry and Behavioral Sciences, The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania
| | - Katie Galvin
- Assistant Director of Longitudinal Curricular Coordination, Georgetown University School of Medicine
| | - Zheala Qayyum
- Assistant Professor of Psychiatry, Harvard Medical School
| | - Jaya Aysola
- Associate Professor of Medicine, Associate Professor of Pediatrics, and Executive Director, Penn Medicine Center for Health Equity Advancement
| | - Susan M. Cheng
- Associate Professor, Department of Family Medicine, and Senior Associate Dean for Diversity, Equity, Inclusion & Belonging, Georgetown University School of Medicine
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Artsi Y, Sorin V, Konen E, Glicksberg BS, Nadkarni G, Klang E. Large language models for generating medical examinations: systematic review. BMC MEDICAL EDUCATION 2024; 24:354. [PMID: 38553693 PMCID: PMC10981304 DOI: 10.1186/s12909-024-05239-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 02/28/2024] [Indexed: 04/01/2024]
Abstract
BACKGROUND Writing multiple choice questions (MCQs) for the purpose of medical exams is challenging. It requires extensive medical knowledge, time and effort from medical educators. This systematic review focuses on the application of large language models (LLMs) in generating medical MCQs. METHODS The authors searched for studies published up to November 2023. Search terms focused on LLMs generated MCQs for medical examinations. Non-English, out of year range and studies not focusing on AI generated multiple-choice questions were excluded. MEDLINE was used as a search database. Risk of bias was evaluated using a tailored QUADAS-2 tool. RESULTS Overall, eight studies published between April 2023 and October 2023 were included. Six studies used Chat-GPT 3.5, while two employed GPT 4. Five studies showed that LLMs can produce competent questions valid for medical exams. Three studies used LLMs to write medical questions but did not evaluate the validity of the questions. One study conducted a comparative analysis of different models. One other study compared LLM-generated questions with those written by humans. All studies presented faulty questions that were deemed inappropriate for medical exams. Some questions required additional modifications in order to qualify. CONCLUSIONS LLMs can be used to write MCQs for medical examinations. However, their limitations cannot be ignored. Further study in this field is essential and more conclusive evidence is needed. Until then, LLMs may serve as a supplementary tool for writing medical examinations. 2 studies were at high risk of bias. The study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.
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Affiliation(s)
- Yaara Artsi
- Azrieli Faculty of Medicine, Bar-Ilan University, Ha'Hadas St. 1, Rishon Le Zion, Zefat, 7550598, Israel.
| | - Vera Sorin
- Department of Diagnostic Imaging, Chaim Sheba Medical Center, Ramat Gan, Israel
- Tel-Aviv University School of Medicine, Tel Aviv, Israel
- DeepVision Lab, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Eli Konen
- Department of Diagnostic Imaging, Chaim Sheba Medical Center, Ramat Gan, Israel
- Tel-Aviv University School of Medicine, Tel Aviv, Israel
| | - Benjamin S Glicksberg
- Division of Data-Driven and Digital Medicine (D3M), Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Girish Nadkarni
- Division of Data-Driven and Digital Medicine (D3M), Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Eyal Klang
- Division of Data-Driven and Digital Medicine (D3M), Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Mateo CM, McCormick D, Connors C, Basu G. From Theory to Action: Evaluation of a Longitudinal Project-Based Antiracism Course for Post-Graduate Physicians. JOURNAL OF MEDICAL EDUCATION AND CURRICULAR DEVELOPMENT 2024; 11:23821205241303643. [PMID: 39664509 PMCID: PMC11632890 DOI: 10.1177/23821205241303643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 11/11/2024] [Indexed: 12/13/2024]
Abstract
Objectives Few opportunities exist for postgraduate physicians to learn to address racism in their professional practice. We created a virtual, 5-session antiracism course that included the development of a formal action project to address racism at participants' home institution. Methods We delivered this curriculum virtually to 2 cohorts (2021 and 2022) of postgraduate physicians, nationally. The curriculum had 3 educational aims: (1) to increase knowledge on antiracism, (2) to increase comfort and engagement in discussing antiracism at home institutions, and (3) to increase self-efficacy to execute an institution-based project. Theory-informed practice, community building, and project-based learning were used to achieve our educational aims. We analyzed changes in these domains in addressing racism using matched 7-item Likert-scale questions from pre- and post-course surveys and the Wilcoxon signed rank test. We assessed perceptions and impacts of the course with post-course survey items using descriptive statistics. Results Forty-three of 50 participants (86%) who completed pre- and post-course surveys were included in the analysis. We found pre-post course increases in mean scores (converted from Likert scales), for all 15 paired questions. For example, we found improvements in understanding the historical context of racism in medical institutions (mean score change: 5.12 [SD 1.00] to 6.42 [SD 0.76], P < .001), comfort in talking to colleagues about racism (5.21 [SD 1.08] to 6.19 [SD 0.70], P < .001), and capacity to address racism in patient care at their home institution (4.51 [SD 1.35] to 5.56 [SD 0.91], P < 0.001). 93% reported the course increased the likelihood of working to address racism at their institution. Conclusion This project-based antiracism course for postgraduate learners increased self-reported knowledge of, comfort with, and self-efficacy in addressing racism and was well received by participants.
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Affiliation(s)
- Camila M. Mateo
- Division of General Pediatrics, Boston Children’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Danny McCormick
- Harvard Medical School, Boston, MA, USA
- Center for Health Equity Education and Advocacy, Cambridge Health Alliance, Cambridge, MA, USA
| | - Chrissie Connors
- Center for Health Equity Education and Advocacy, Cambridge Health Alliance, Cambridge, MA, USA
| | - Gaurab Basu
- Harvard Medical School, Boston, MA, USA
- Center for Health Equity Education and Advocacy, Cambridge Health Alliance, Cambridge, MA, USA
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Jowell AR, James AK, Jasrasaria R, Kelly MS, Matthiesen MI, Vyas DA, Burnett-Bowie SAM, Zeidman JA. DARE Training: Teaching Educators How to Revise Internal Medicine Residency Lectures by Using an Anti-racism Framework. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2023; 19:11351. [PMID: 37941996 PMCID: PMC10627787 DOI: 10.15766/mep_2374-8265.11351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/23/2023] [Indexed: 11/10/2023]
Abstract
Introduction Systemic inequities and provider-held biases reinforce racism and further disparities in graduate medical education. We developed the Department of Medicine Anti-Racism and Equity Educational Initiative (DARE) to improve internal medicine residency conferences. We trained faculty and residents to serve as coaches to support other faculty in delivering lectures. The training leveraged a best-practices checklist to revise existing lectures. Methods We recruited internal medicine faculty and residents to serve as DARE coaches, who supported educators in improving lectures' anti-racism content. During the training, coaches watched a videotaped didactic presentation that we created about health equity and anti-racism frameworks. DARE coaches then participated in a workshop where they engaged in case-based learning and small-group discussion to apply the DARE best-practices checklist to sample lecture slides. To assess training effectiveness, coaches completed pre- and posttraining assessments in which they edited different sample lecture slides. Our training took 1 hour to complete. Results Thirty-four individuals completed DARE training. Following the training, the sample slides were significantly improved with respect to diversity of graphics (p < .001), discussion of research participant demographics (p < .001), and discussion of the impact of racism/bias on health disparities (p = .03). After DARE training, 23 of 24 participants (96%) endorsed feeling more prepared to bring an anti-racist framework to lectures and to support colleagues in doing the same. Discussion Training residents and faculty to use DARE principles in delivering internal medicine lectures is an innovative and effective way to integrate anti-racism into internal medicine residency conferences.
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Affiliation(s)
- Amanda R. Jowell
- First-Year Resident, Department of Medicine, Massachusetts General Hospital
| | - Aisha K. James
- Primary Care Physician and Director for Racial Justice, Department of Medicine, and Primary Care Physician and Associate Director for the Diversity, Equity and Inclusion Committee, Department of Pediatrics, Massachusetts General Hospital for Children; Instructor in Medicine, Harvard Medical School
| | - Rashmi Jasrasaria
- Primary Care Physician, Department of Medicine, and Associate Director, Center for Immigrant Health, Massachusetts General Hospital; Instructor in Medicine, Harvard Medical School
| | - Michael S. Kelly
- Pulmonary and Critical Care Fellow, Department of Medicine, Massachusetts General Hospital and Beth Israel Deaconess Medical Center
| | - Madeleine I. Matthiesen
- Hospitalist, Departments of Medicine and Pediatrics, Core Educator Faculty, Department of Medicine, Associate Program Director, Internal Medicine and Pediatrics Residency Program, Massachusetts General Hospital for Children; Instructor in Medicine, Harvard Medical School
| | - Darshali A. Vyas
- Pulmonary and Critical Care Fellow, Department of Medicine, Massachusetts General Hospital and Beth Israel Deaconess Medical Center
| | - Sherri-Ann M. Burnett-Bowie
- Endocrinologist, Department of Medicine, Massachusetts General Hospital; Associate Professor of Medicine, Harvard Medical School; Associate Director, Massachusetts General Center for Diversity and Inclusion, Massachusetts General Hospital; and Chair, Diversity and Inclusion Board, Department of Medicine, Massachusetts General Hospital
- Co-senior author
| | - Jessica A. Zeidman
- Primary Care Physician and Primary Care Program Director, Department of Medicine, Massachusetts General Hospital; Instructor in Medicine, Harvard Medical School
- Co-senior author
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Maru JA, Wang J, Knight OJ, Tsou BC, Oatts JT, Ross DA, Moore EZ, Zhang AY, Ramanathan S, Woreta FA. Barriers in Ophthalmology Residency Applications for Students Identifying as Underrepresented in Medicine: A San Francisco Match Analysis. JOURNAL OF SURGICAL EDUCATION 2023; 80:971-980. [PMID: 37217381 PMCID: PMC10330680 DOI: 10.1016/j.jsurg.2023.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 03/14/2023] [Accepted: 04/13/2023] [Indexed: 05/24/2023]
Abstract
OBJECTIVE There is a significant lack of ophthalmologists who self-identify as underrepresented in medicine (URiM) in the physician workforce. Prior literature has revealed bias in traditional metrics for selection relied on by resident programs such as United States Medical Licensing Examination (USMLE) scores, letters of recommendation (LOR), and induction into medical honors societies such as Alpha Omega Alpha (AOA). The purpose of this study was to elucidate race-based differences in word usage within ophthalmology residency letters of recommendation that may disproportionately affect URiM applicants. DESIGN This was a retrospective, cohort study. SETTING This was a multicenter study across the Wilmer Eye Institute at Johns Hopkins, the University of California San Francisco, and the University of North Carolina at Chapel Hill. PARTICIPANTS San Francisco (SF) Match applications submitted to three ophthalmology residency programs between 2018 and 2020 were reviewed. URiM status, USMLE Step 1 score, and AOA membership were recorded. Letters of recommendation were analyzed using text analysis software. T-tests and chi-squared or Fisher's exact tests were used to compare continuous and categorical variables, respectively. Frequency of word/summary term usage in letters of recommendation were the main outcome measures. RESULTS Relative to non-URiM applicants, URiM applicants had lower USMLE Step 1 scores (mean difference=7.0; p<0.001). Non-URiM letters of recommendation were more likely to describe applicants as "dependable" (p=0.009) and highlight "research" (p=0.046). URiM letters were more likely to describe applicants as "warm" (p=0.02) and "caring" (p=0.02). CONCLUSIONS This study identified potential barriers for URiM ophthalmology residency applicants which can help guide future interventions to increase workforce diversity.
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Affiliation(s)
- Johsias A Maru
- School of Medicine, University of California San Francisco, San Francisco, California
| | - Jiangxia Wang
- Johns Hopkins Biostatistics Center, Johns Hopkins University, Baltimore, Maryland
| | - O'Rese J Knight
- Department of Ophthalmology, University of California San Francisco, San Francisco, California
| | - Brittany C Tsou
- Department of Ophthalmology, Albany Medical College, Albany, New York
| | - Julius T Oatts
- Department of Ophthalmology, University of California San Francisco, San Francisco, California
| | - David A Ross
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Edward Z Moore
- Department of Engineering, Central Connecticut State University, New Britain, Connecticut
| | - Alice Yang Zhang
- Department of Ophthalmology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Saras Ramanathan
- Department of Ophthalmology, University of California San Francisco, San Francisco, California
| | - Fasika A Woreta
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Falusi O, Chun-Seeley L, de la Torre D, Dooley DG, Baiyewu M, Gborkorquellie TT, Merrill CT, Davis E, Ward MC. Teaching the Teachers: Development and Evaluation of a Racial Health Equity Curriculum for Faculty. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2023; 19:11305. [PMID: 36999061 PMCID: PMC10043344 DOI: 10.15766/mep_2374-8265.11305] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 12/05/2022] [Indexed: 06/19/2023]
Abstract
INTRODUCTION Faculty are increasingly expected to teach about the impact of racism on health and to model the principles of health equity. However, they often feel ill-equipped to do so, and there is limited literature on faculty development on these topics. We developed a curriculum for faculty education on racism and actions to advance racial health equity. METHODS The curriculum design was based on a literature review and needs assessments. Implementation consisted of four live virtual 1-hour sessions incorporating interactive didactics, cases, reflection, goal setting, and discussion offered to a multidisciplinary group of pediatric faculty at a children's hospital. Topics included the history of racism, racism in health care, interacting with trainees and colleagues, and racial equity in policy. Evaluation consisted of pre- and postsurveys at the beginning and end of the curriculum and a survey after each session. RESULTS A mean of 78 faculty members attended each session (range: 66-94). Participants reported high satisfaction and increased knowledge at the end of each session. Qualitative themes included self-reflection on personal biases, application of health equity frameworks and tools, becoming disruptors of racism, and the importance of systemic change and policy. DISCUSSION This curriculum is an effective method for increasing faculty knowledge and comfort. The materials can be adapted for various audiences.
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Affiliation(s)
- Olanrewaju Falusi
- Assistant Professor, Department of Pediatrics, The George Washington University School of Medicine and Health Sciences; Associate Program Director, Pediatric Residency Program, Children's National Hospital; Medical Director of Advocacy Education, Child Health Advocacy Institute, Children's National Hospital
| | - Lin Chun-Seeley
- Program Lead, Advocacy Education and Community Affairs, Pediatric Resident Health Equity Education, Child Health Advocacy Institute, Children's National Hospital
| | - Desiree de la Torre
- Director, Community Affairs and Population Health Improvement, Child Health Advocacy Institute, Children's National Hospital
| | - Danielle G. Dooley
- Assistant Professor, Department of Pediatrics, The George Washington University School of Medicine and Health Sciences; Medical Director of Community Affairs, Child Health Advocacy Institute, Children's National Hospital
| | - Melissa Baiyewu
- Program Manager, Health Promotion and Disease Prevention Programs, Child Health Advocacy Institute, Children's National Hospital
| | - Theiline T. Gborkorquellie
- Assistant Professor, Department of Pediatrics, The George Washington University School of Medicine and Health Sciences; Assistant Director of Health Equity Education, Pediatric Residency Program, Children's National Hospital; Affiliate Faculty, Child Health Advocacy Institute, Children's National Hospital
| | - Chaya T. Merrill
- Assistant Professor, Department of Pediatrics, The George Washington University School of Medicine and Health Sciences; Director, Child Health Data Lab, Child Health Advocacy Institute, Children's National Hospital
| | - Elizabeth Davis
- Manager, Government Affairs, Child Health Advocacy Institute, Children's National Hospital
| | - Maranda C. Ward
- Assistant Professor and Director of Equity, Department of Clinical Research and Leadership, The George Washington University School of Medicine and Health Sciences
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King J, Taylor J. Integration of Case-Based Dialogue to Enhance Medical Students' Understanding of Using Health Communication to Address Social Determinants of Health. ADVANCES IN MEDICAL EDUCATION AND PRACTICE 2023; 14:237-244. [PMID: 36945676 PMCID: PMC10024877 DOI: 10.2147/amep.s397211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/07/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND AND OBJECTIVES With the ever-growing diversity within our communities, it is imperative that we integrate social determinants of health (SDOH) such as racial disparity, economic instability, lack of transportation, intimate partner violence, and limited social supports, and the importance of health literacy into undergraduate medical education. By incorporating evidence-based curriculum on the disproportionality within healthcare faced by racial and ethnic minorities, we have the opportunity to develop more culturally sensitive providers. The purpose of this study was to assess the impact of a case-based debrief experience on medical students' knowledge about how social determinants of health can impact health and healthcare within a family medicine clinical setting and their intent to practice in an underserved community. METHODS We utilized a retrospective paired-sample t-test analysis of program data from 640 third-year medical students who engaged in a family medicine clerkship between July 2020, and April 2022. For inclusion in the study, students must have engaged in a case-based exercise and corresponding small group debrief around the impact of social determinants of health on patient care. RESULTS We found a statistically significant improvement in students' reported knowledge about SDOH, as well as the confidence and intent to work with and care for individuals of diverse cultural and socioeconomic backgrounds. CONCLUSION Medical students must have the knowledge and self-efficacy to understand how social determinants of health can impact health and healthcare within a family medicine clinical setting. As a result of integrating more active learning strategies such as the case-base and debrief experience, students may have a more robust medical education experience.
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Affiliation(s)
- Jalysa King
- Department of Family Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jennifer Taylor
- Department of Family Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
- Correspondence: Jennifer Taylor, Email
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Kidd VD, Spisak JM, Vanderlinden S, Kayingo G. A survey of implicit bias training in physician assistant and nurse practitioner postgraduate fellowship/residency programs. BMC MEDICAL EDUCATION 2022; 22:598. [PMID: 35922854 PMCID: PMC9351247 DOI: 10.1186/s12909-022-03664-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 07/27/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND There has been renewed focus on advancing inclusivity within organized medicine to reduce health disparities and achieve health equity by addressing the deleterious effects of implicit bias in healthcare and clinical outcomes. It is well documented that negative implicit attitudes and stereotypes perpetuate inequity in healthcare. The aim of this study is to investigate implicit bias training in postgraduate physician assistant (PA) and nurse practitioner (NP) education; describe delivery of content to trainees; and detail program directors' attitudes toward this type of training. Although there is research examining implicit bias training in physician residency education, there are no published studies on implicit bias training in postgraduate PA and NP postgraduate residency/fellowship programs. METHOD A non-experimental, descriptive study was designed to obtain information via survey from members of the Association of Postgraduate Physician Assistant Programs (APPAP). RESULTS The response rate was 41%. The majority of respondents (76%) felt that PA and NP postgraduate programs should include implicit bias instruction. Educational strategies used by PA and joint PA/NP postgraduate programs or their sponsoring institution to deliver implicit bias content to trainees include: implicit bias training modules (50%), facilitated group discussions (36%), invited speaker on implicit bias (33%), case studies on implicit bias (16%), and implicit association test (10%); however, 30% of postgraduate programs do not provide implicit bias training to PA and/or NP trainees. Barriers to implementing implicit bias training expressed by some postgraduate programs include: uncertainty in how to incorporate implicit bias training (16%); lack of strategic alignment with training program or sponsoring institution (13%); time constraints (10%); financial constraints (6%); lack of access to content experts (6%); and unfamiliarity with evidence supporting implicit bias training (6%). CONCLUSION The present study sheds some light on the current state of implicit bias training in PA and joint PA/NP postgraduate residency/fellowship programs. While the majority of programs offer some sort of implicit bias training, there is a need to standardize this training in PA and joint PA/NP postgraduate education curricula using an actionable framework.
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Affiliation(s)
- Vasco Deon Kidd
- School of Medicine, Department of Orthopaedic Surgery, University of California Irvine (UCI Health), 101 The City Dr S, Orange, CA, 92868, USA.
| | - Jennifer M Spisak
- Ronald O. Perelman Department of Emergency Medicine, NYU Langone Health, 545 First Avenue, Greenberg Hall Suite 6B, New York, NY, 10016, USA
| | - Sarah Vanderlinden
- Department of Surgery, Trauma and Critical Care, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Gerald Kayingo
- Graduate School, University of Maryland Baltimore, Baltimore, MD, USA
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Holloway BR. Supporting anti-oppressive education using Zoom chat during lecture: Addressing the root cause. MEDICAL EDUCATION 2022; 56:349. [PMID: 34545612 DOI: 10.1111/medu.14668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 09/16/2021] [Indexed: 06/13/2023]
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