Purpose: Teaser: As the largest MD granting institution in the US, Indiana University School of Medicine has 8 regional medical campuses (RMC) and a main medical campus (MMC) in Indianapolis. RMC students comprise more than half of each class and can choose to spend 2 years or all 4 years at their RMC. While RMC students gain unique benefits compared to MMC students, concerns exist about inequities in residency match outcomes. The authors analyzed 8 years of residency placement data (2,653 students) focusing on highly competitive specialties (HCS), primary care (PC), and unmatched status. Students from RMCs and MMCs had no difference in unmatched and PC match rates. However, students who spent all 4 years at an RMC were less likely to match into HCS compared to those who spent their clinical years at the MMC. The authors discuss possible explanations for their findings and offer recommendations for schools with RMC systems.Although regional medical campus (RMC) students gain unique benefits compared with students at main medical campuses (MMCs), concerns exist about possible inequities in match outcomes. This study compared the residency match outcomes of MMC versus RMC students, focusing on unmatched status, primary care, and competitive specialties.
Method: This study used cumulative match data from 8 Indiana University School of Medicine graduating classes (2016-2023). Graduates were categorized based on campus attended (4 years at the MMC, 4 years at the RMCs, phase 1 [preclinical education] at the RMCs, and phases 2 and 3 [clinical education] at the MMC) and match type (primary care, non-primary care, postgraduate year 1 only, or unmatched). Non-primary care was divided into highly competitive specialties and other non-primary care specialties.
Results: Of the 2,478 students (93%) who matched, 937 (38%) matched into primary care, 1,470 (59%) into non-primary care, and 71 (3%) into postgraduate year 1-only positions, with 295 students (12%) entering highly competitive specialties. Highly competitive specialties constituted only 38 students (8%) who attended an RMC all 4 years versus 104 (12%) who attended an RMC for preclinical years and the MMC for clinical years (?? = 0.06, P = .02) and 151 (15%) who attended the MMC all 4 years (?? = 0.11, P < .001). There was no difference for matching into a highly competitive specialty between students who spent preclinical years at an RMC and clinical years at the MMC versus those who spent all 4 years at the MMC.
Conclusions: Students from RMCs and the MMC had comparable rates in overall match success and entering primary care residencies. However, students who spent their clinical years at the MMC were more likely to enter highly competitive specialties versus those who spent all 4 years at an RMC.
目的:简介:作为美国最大的医学博士授予机构,印第安纳大学医学院在印第安纳波利斯有8个区域医学校区(RMC)和一个主医学校区(MMC)。RMC学生占每个班级的一半以上,可以选择在RMC学习2年或全部4年。虽然与MMC学生相比,RMC学生获得了独特的好处,但人们担心在实习匹配结果上存在不平等。作者分析了8年的住院医师安置数据(2653名学生),重点关注高度竞争的专业(HCS)、初级保健(PC)和无与伦比的地位。来自rmmc和mmc的学生在未匹配率和PC匹配率方面没有差异。然而,与那些在MMC度过临床年的学生相比,在RMC度过所有4年的学生不太可能匹配到HCS。作者讨论了他们发现的可能解释,并为采用RMC系统的学校提供了建议。虽然区域医学校园(RMC)的学生与主医学校园(MMCs)的学生相比获得了独特的利益,但存在对匹配结果可能不公平的担忧。本研究比较了MMC和RMC学生的住院医师匹配结果,重点关注不匹配状态、初级保健和竞争性专业。方法:本研究使用了印第安纳大学医学院8个毕业班(2016-2023)的累积匹配数据。毕业生根据就读的校园(在MMC就读4年,在rmc就读4年,在rmc就读1阶段[临床前教育],在MMC就读2和3阶段[临床教育])和匹配类型(初级保健、非初级保健、仅研究生1年或未匹配)进行分类。非初级保健分为竞争激烈的专科和其他非初级保健专科。结果:在2478名匹配的学生(93%)中,937名(38%)匹配到初级保健,1470名(59%)匹配到非初级保健,71名(3%)匹配到研究生一年级的职位,295名学生(12%)进入了竞争激烈的专业。竞争激烈的专业只有38名学生(8%)四年都参加了RMC,而104名学生(12%)参加了RMC的临床前年和MMC的临床年(?? ?= 0.06, P = 0.02)和151人(15%)(??= 0.11, p < .001)。在RMC和MMC度过临床前年和临床年的学生与在MMC度过全部4年的学生之间,在匹配高度竞争的专业方面没有差异。结论:来自rmmc和MMC的学生在总体匹配成功和进入初级保健住院医师方面具有相当的比率。然而,在MMC度过临床年的学生比在RMC度过四年的学生更有可能进入竞争激烈的专业。
{"title":"Examining residency match outcomes: a comparison of regional and main campus students at a U.S. MD-granting medical school.","authors":"Debra Rusk, Komal Kochhar, Emily Walvoord","doi":"10.1093/acamed/wvaf005","DOIUrl":"https://doi.org/10.1093/acamed/wvaf005","url":null,"abstract":"<p><strong>Purpose: </strong>Teaser: As the largest MD granting institution in the US, Indiana University School of Medicine has 8 regional medical campuses (RMC) and a main medical campus (MMC) in Indianapolis. RMC students comprise more than half of each class and can choose to spend 2 years or all 4 years at their RMC. While RMC students gain unique benefits compared to MMC students, concerns exist about inequities in residency match outcomes. The authors analyzed 8 years of residency placement data (2,653 students) focusing on highly competitive specialties (HCS), primary care (PC), and unmatched status. Students from RMCs and MMCs had no difference in unmatched and PC match rates. However, students who spent all 4 years at an RMC were less likely to match into HCS compared to those who spent their clinical years at the MMC. The authors discuss possible explanations for their findings and offer recommendations for schools with RMC systems.Although regional medical campus (RMC) students gain unique benefits compared with students at main medical campuses (MMCs), concerns exist about possible inequities in match outcomes. This study compared the residency match outcomes of MMC versus RMC students, focusing on unmatched status, primary care, and competitive specialties.</p><p><strong>Method: </strong>This study used cumulative match data from 8 Indiana University School of Medicine graduating classes (2016-2023). Graduates were categorized based on campus attended (4 years at the MMC, 4 years at the RMCs, phase 1 [preclinical education] at the RMCs, and phases 2 and 3 [clinical education] at the MMC) and match type (primary care, non-primary care, postgraduate year 1 only, or unmatched). Non-primary care was divided into highly competitive specialties and other non-primary care specialties.</p><p><strong>Results: </strong>Of the 2,478 students (93%) who matched, 937 (38%) matched into primary care, 1,470 (59%) into non-primary care, and 71 (3%) into postgraduate year 1-only positions, with 295 students (12%) entering highly competitive specialties. Highly competitive specialties constituted only 38 students (8%) who attended an RMC all 4 years versus 104 (12%) who attended an RMC for preclinical years and the MMC for clinical years (?? = 0.06, P = .02) and 151 (15%) who attended the MMC all 4 years (?? = 0.11, P < .001). There was no difference for matching into a highly competitive specialty between students who spent preclinical years at an RMC and clinical years at the MMC versus those who spent all 4 years at the MMC.</p><p><strong>Conclusions: </strong>Students from RMCs and the MMC had comparable rates in overall match success and entering primary care residencies. However, students who spent their clinical years at the MMC were more likely to enter highly competitive specialties versus those who spent all 4 years at an RMC.</p>","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145991725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Melissa Halcomb, Elizabeth Gumbiner, Suzanne Thomas
{"title":"Establishing a centralized office of student financial literacy to reduce student debt in an academic health science center.","authors":"Melissa Halcomb, Elizabeth Gumbiner, Suzanne Thomas","doi":"10.1093/acamed/wvaf077","DOIUrl":"https://doi.org/10.1093/acamed/wvaf077","url":null,"abstract":"","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michael S Ryan, Pim Teunissen, Sally A Santen, Amanda Emke, R Logan Jones, Rachel Poeppelman, Matthew Kelleher, Andrew Parsons, Shahab Jolani, Alexandra Vinson
Purpose: Competency committees serve as a holistic mechanism for determining whether learners have reached thresholds for advancement. In the United States, standards for competency committee operations are mandated throughout graduate medical education (GME) programs. Although similar committees have become increasingly prevalent in undergraduate medical education (UME), there is no external standard for their operations, and research is limited. This study aimed to address gaps in understanding the purpose, structure, and function of UME competency committees in US medical schools.
Method: This study was part of a larger focused ethnography conducted across 7 US MD-granting programs. Data were collected between April 2023 and November 2024 from site-specific documents (n = 21) and semistructured interviews with chairs (n = 7), an administrator (n = 1), and founders (n = 7) of the respective competency committees. Interviews were recorded and transcribed verbatim. The authors incorporated an interpretative approach to analyze data: generating and refining codes, developing institutional case summaries, and identifying emergent analytic ideas.
Results: Participants developed competency committees to serve as a critical component toward the aim of realizing a true competency-based education model. Despite the similar purpose, outcomes were variable, ranging from feedback and coaching to advancement and remediation. Competency was defined and operationalized locally; some identified numerical thresholds, whereas others favored individual judgment. Workload was commonly distributed between subgroups or subcommittees to navigate the large learner volume. Other critical considerations included the relationship between the competency committee and advancement committees, roles and responsibilities of members, and mitigation of conflicts.
Conclusions: Although significant variability existed, participants encountered similar decision points, which illustrate key considerations for competency committee implementation in UME. This work provides a detailed description of competency committees in US medical schools, with important contrasts to GME, laying the groundwork for future research and best practices.
{"title":"\"It's about better doctors\": exploring the purpose, structure, and function of competency committees in medical school.","authors":"Michael S Ryan, Pim Teunissen, Sally A Santen, Amanda Emke, R Logan Jones, Rachel Poeppelman, Matthew Kelleher, Andrew Parsons, Shahab Jolani, Alexandra Vinson","doi":"10.1093/acamed/wvaf048","DOIUrl":"https://doi.org/10.1093/acamed/wvaf048","url":null,"abstract":"<p><strong>Purpose: </strong>Competency committees serve as a holistic mechanism for determining whether learners have reached thresholds for advancement. In the United States, standards for competency committee operations are mandated throughout graduate medical education (GME) programs. Although similar committees have become increasingly prevalent in undergraduate medical education (UME), there is no external standard for their operations, and research is limited. This study aimed to address gaps in understanding the purpose, structure, and function of UME competency committees in US medical schools.</p><p><strong>Method: </strong>This study was part of a larger focused ethnography conducted across 7 US MD-granting programs. Data were collected between April 2023 and November 2024 from site-specific documents (n = 21) and semistructured interviews with chairs (n = 7), an administrator (n = 1), and founders (n = 7) of the respective competency committees. Interviews were recorded and transcribed verbatim. The authors incorporated an interpretative approach to analyze data: generating and refining codes, developing institutional case summaries, and identifying emergent analytic ideas.</p><p><strong>Results: </strong>Participants developed competency committees to serve as a critical component toward the aim of realizing a true competency-based education model. Despite the similar purpose, outcomes were variable, ranging from feedback and coaching to advancement and remediation. Competency was defined and operationalized locally; some identified numerical thresholds, whereas others favored individual judgment. Workload was commonly distributed between subgroups or subcommittees to navigate the large learner volume. Other critical considerations included the relationship between the competency committee and advancement committees, roles and responsibilities of members, and mitigation of conflicts.</p><p><strong>Conclusions: </strong>Although significant variability existed, participants encountered similar decision points, which illustrate key considerations for competency committee implementation in UME. This work provides a detailed description of competency committees in US medical schools, with important contrasts to GME, laying the groundwork for future research and best practices.</p>","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146120880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michael Cournoyea, Elliott Freeman, Faith Kurtyka, Boba Samuels
Personal statements for medical school and residency are often viewed as authentic accounts of an applicant's fit and interest within a specific medical context. Yet these narratives remain an inconsistent predictor of academic performance, and generative artificial intelligence (AI) may undermine their authenticity. Now is the time for admissions committees to convene stakeholders and reassess the value and purpose of personal statements for both admissions and applicants. While some may be tempted to do away with personal statements entirely, these statements can provide meaningful opportunities for reflection and growth. This Scholarly Perspective recommends that programs focus on the humanity of the writing process by: (1) viewing the personal statement as a learning opportunity for the applicant, (2) fostering community and collaboration in the writing process, (3) crafting more specific prompts, and (4) intentionally incorporating interview questions referencing the applicant's statement. By doing so, personal statements can humanize the admissions process, even in an era of AI.
{"title":"Rethinking the personal statement in the AI era.","authors":"Michael Cournoyea, Elliott Freeman, Faith Kurtyka, Boba Samuels","doi":"10.1093/acamed/wvaf038","DOIUrl":"https://doi.org/10.1093/acamed/wvaf038","url":null,"abstract":"<p><p>Personal statements for medical school and residency are often viewed as authentic accounts of an applicant's fit and interest within a specific medical context. Yet these narratives remain an inconsistent predictor of academic performance, and generative artificial intelligence (AI) may undermine their authenticity. Now is the time for admissions committees to convene stakeholders and reassess the value and purpose of personal statements for both admissions and applicants. While some may be tempted to do away with personal statements entirely, these statements can provide meaningful opportunities for reflection and growth. This Scholarly Perspective recommends that programs focus on the humanity of the writing process by: (1) viewing the personal statement as a learning opportunity for the applicant, (2) fostering community and collaboration in the writing process, (3) crafting more specific prompts, and (4) intentionally incorporating interview questions referencing the applicant's statement. By doing so, personal statements can humanize the admissions process, even in an era of AI.</p>","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amy Pineda, Michael Cameron, Natalie J Felida, James A Youngclaus, Douglas Grbic, Norma Poll-Hunter, Dorothy A Andriole, Geoffrey H Young
<p><strong>Purpose: </strong>This study assesses independent variables associated with recent US MD-granting medical school graduates' intention, at graduation, to practice in underserved areas (underserved practice intention [UPI]).</p><p><strong>Method: </strong>This retrospective cohort study used national deidentified graduate-respondent data from the Association of American Medical Colleges' Graduation Questionnaire (among other sources) from 2018-2019 through 2021-2022 to perform bivariate analysis and multilevel (graduates nested by school) logistic regression, examining independent associations between demographic characteristics, early-career intentions, medical school exposures and setting, and postgraduation professional plans and whether respondents had UPI at graduation.</p><p><strong>Results: </strong>Among 56,484 respondents from 142 schools, 15,889 (28%) reported UPI (median, 26%; range, 11%-69%; P < .001). In multilevel logistic regression, UPI likelihood was higher among graduates from low vs high socioeconomic backgrounds (adjusted odds ratio [AOR], 1.21; 95% CI, 1.15-1.28), from rural vs nonrural backgrounds (AOR, 1.60; 95% CI, 1.47-1.75), with vs without UPI at matriculation (AOR, 7.87; 95% CI, 7.07-8.76), who reported participation in 2 or more vs 0 preparatory electives for working with underserved communities (2 electives: AOR, 1.26; 95% CI, 1.11-1.42; 6 electives: AOR, 3.02; 95% CI, 2.63-3.48), and planning general primary care (AOR, 3.40; 95% CI, 3.15-3.67) or emergency medicine (AOR, 2.25; 95% CI, 2.07-2.44) specialties, each vs internal medicine with a subspecialty. UPI likelihood was lower among graduates planning non-general surgical (AOR, 0.54; 95% CI, 0.49-0.60) and all other (nonsurgical) specialties (AOR, 0.58; 95% CI, 0.54-0.63).</p><p><strong>Conclusions: </strong>This study identified demographic characteristics, early-career intentions, medical school exposures, and postgraduation professional plans associated with increased odds of UPI at graduation. These findings highlight multiple points in the medical education continuum where UPI might be fostered or sustained among students with varied backgrounds, exposures, and career plans, supporting medical school efforts that contribute to physician workforce needs in underserved areas.</p><p><strong>Teaser text: </strong>Among 4 recent national cohorts of US MD-granting medical school graduates (71% of all graduates from 2019-2022), this study identified demographic characteristics, early-career intentions, medical school exposures, and postgraduation professional plans that were independently associated with increased odds of intention, at graduation, to practice in underserved areas, using a model accounting for medical school given the wide-ranging proportion of graduates with this career intention across schools. The study findings highlight multiple points in the medical education continuum where intention to practice in underserved areas can be fostered or
{"title":"Addressing national health care needs: recent US MD graduates and their intention to practice in underserved areas.","authors":"Amy Pineda, Michael Cameron, Natalie J Felida, James A Youngclaus, Douglas Grbic, Norma Poll-Hunter, Dorothy A Andriole, Geoffrey H Young","doi":"10.1093/acamed/wvaf033","DOIUrl":"https://doi.org/10.1093/acamed/wvaf033","url":null,"abstract":"<p><strong>Purpose: </strong>This study assesses independent variables associated with recent US MD-granting medical school graduates' intention, at graduation, to practice in underserved areas (underserved practice intention [UPI]).</p><p><strong>Method: </strong>This retrospective cohort study used national deidentified graduate-respondent data from the Association of American Medical Colleges' Graduation Questionnaire (among other sources) from 2018-2019 through 2021-2022 to perform bivariate analysis and multilevel (graduates nested by school) logistic regression, examining independent associations between demographic characteristics, early-career intentions, medical school exposures and setting, and postgraduation professional plans and whether respondents had UPI at graduation.</p><p><strong>Results: </strong>Among 56,484 respondents from 142 schools, 15,889 (28%) reported UPI (median, 26%; range, 11%-69%; P < .001). In multilevel logistic regression, UPI likelihood was higher among graduates from low vs high socioeconomic backgrounds (adjusted odds ratio [AOR], 1.21; 95% CI, 1.15-1.28), from rural vs nonrural backgrounds (AOR, 1.60; 95% CI, 1.47-1.75), with vs without UPI at matriculation (AOR, 7.87; 95% CI, 7.07-8.76), who reported participation in 2 or more vs 0 preparatory electives for working with underserved communities (2 electives: AOR, 1.26; 95% CI, 1.11-1.42; 6 electives: AOR, 3.02; 95% CI, 2.63-3.48), and planning general primary care (AOR, 3.40; 95% CI, 3.15-3.67) or emergency medicine (AOR, 2.25; 95% CI, 2.07-2.44) specialties, each vs internal medicine with a subspecialty. UPI likelihood was lower among graduates planning non-general surgical (AOR, 0.54; 95% CI, 0.49-0.60) and all other (nonsurgical) specialties (AOR, 0.58; 95% CI, 0.54-0.63).</p><p><strong>Conclusions: </strong>This study identified demographic characteristics, early-career intentions, medical school exposures, and postgraduation professional plans associated with increased odds of UPI at graduation. These findings highlight multiple points in the medical education continuum where UPI might be fostered or sustained among students with varied backgrounds, exposures, and career plans, supporting medical school efforts that contribute to physician workforce needs in underserved areas.</p><p><strong>Teaser text: </strong>Among 4 recent national cohorts of US MD-granting medical school graduates (71% of all graduates from 2019-2022), this study identified demographic characteristics, early-career intentions, medical school exposures, and postgraduation professional plans that were independently associated with increased odds of intention, at graduation, to practice in underserved areas, using a model accounting for medical school given the wide-ranging proportion of graduates with this career intention across schools. The study findings highlight multiple points in the medical education continuum where intention to practice in underserved areas can be fostered or","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146183238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Concerning implications of large language models in medical education.","authors":"Masashi Ikuno","doi":"10.1093/acamed/wvaf023","DOIUrl":"https://doi.org/10.1093/acamed/wvaf023","url":null,"abstract":"","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146094757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sonia Hamilton, Sean Tackett, Henry H Joo, Joseph Cofrancesco, Jessica L Bienstock
Purpose: This study aimed to assess the capacity of the Clinician Educator Milestones to distinguish between those who place less career emphasis on clinical education and those who have been recognized by their peers for their teaching abilities.
Method: The authors conducted a survey (January-April 2024) of clinician educators at Johns Hopkins University School of Medicine who were nominated by their peers for an institutional educator award between 2012 and 2023. Award nominees who responded were asked to identify 2 colleagues of similar academic rank who would not identify educator as their lead identity (control respondents). Respondents from both groups self-assessed from level 1 (novice) to 5 (expert) across the 20 subcompetencies of the Clinician Educator Milestones. The authors tested for differences between award nominees and the comparison group and for differences based on demographic characteristics. Statistical significance was set at P < .0025 to account for multiple comparisons.
Results: Of the 85 award nominees contacted, 71 (84%) completed the survey, compared to 91 (66%) of the 138 individuals in the control group. Award nominees rated themselves higher on 18 of the 20 subcompetencies compared to the control group. No statistically significant differences were found for commitment to professional responsibilities or leadership skills (P = .107 and .064, respectively). No subcompetencies reached the adjusted significance threshold when comparing across demographic groups.
Conclusions: The findings of this study suggest that the Clinician Educator Milestones can effectively differentiate between educators nominated by their peers for an institutional education award and other educators and showed few differences based on demographic characteristics. These findings support the milestones' potential utility for self-assessment and educator development. Further study of the milestones would add valuable information with which to compare these findings.
{"title":"Assessing the Accreditation Council for Graduate Medical Education's Clinician Educator Milestones.","authors":"Sonia Hamilton, Sean Tackett, Henry H Joo, Joseph Cofrancesco, Jessica L Bienstock","doi":"10.1093/acamed/wvaf044","DOIUrl":"https://doi.org/10.1093/acamed/wvaf044","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to assess the capacity of the Clinician Educator Milestones to distinguish between those who place less career emphasis on clinical education and those who have been recognized by their peers for their teaching abilities.</p><p><strong>Method: </strong>The authors conducted a survey (January-April 2024) of clinician educators at Johns Hopkins University School of Medicine who were nominated by their peers for an institutional educator award between 2012 and 2023. Award nominees who responded were asked to identify 2 colleagues of similar academic rank who would not identify educator as their lead identity (control respondents). Respondents from both groups self-assessed from level 1 (novice) to 5 (expert) across the 20 subcompetencies of the Clinician Educator Milestones. The authors tested for differences between award nominees and the comparison group and for differences based on demographic characteristics. Statistical significance was set at P < .0025 to account for multiple comparisons.</p><p><strong>Results: </strong>Of the 85 award nominees contacted, 71 (84%) completed the survey, compared to 91 (66%) of the 138 individuals in the control group. Award nominees rated themselves higher on 18 of the 20 subcompetencies compared to the control group. No statistically significant differences were found for commitment to professional responsibilities or leadership skills (P = .107 and .064, respectively). No subcompetencies reached the adjusted significance threshold when comparing across demographic groups.</p><p><strong>Conclusions: </strong>The findings of this study suggest that the Clinician Educator Milestones can effectively differentiate between educators nominated by their peers for an institutional education award and other educators and showed few differences based on demographic characteristics. These findings support the milestones' potential utility for self-assessment and educator development. Further study of the milestones would add valuable information with which to compare these findings.</p>","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146183241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The accelerating integration of artificial intelligence (AI) into clinical practice presents a profound challenge to conventional medical education and assessment. Legacy assessment methods, focused on individual knowledge recall, fail to evaluate the competencies required for effective human-AI partnership. While numerous AI competency frameworks have emerged, they often overlook the synergistic wisdom needed for true collaboration. To address this gap, this article introduces and defines collaborative intelligence (CI), a dyad-centric construct focusing on the emergent capabilities of the human-AI team. CI represents the capability to critically appraise, ethically integrate, and judiciously act upon AI-derived insights. Its 5 core components are delineated: critical AI appraisal, information synthesis, adaptive judgment, ethical reasoning, and effective human-AI interaction. Subsequently, it proposes a novel assessment framework that discards rigid, time-based training stages in favor of a 4-stage competency spiral (novice to expert). This programmatic approach systematically maps assessment methods-including workplace-based assessments, high-fidelity simulations, and script concordance testing-to each CI component across the developmental spiral. Reengineering assessment to effectively measure CI is presented not merely as a technical adjustment but as a strategic imperative for cultivating physicians who possess the wisdom to harness algorithmic power while upholding the humanistic core of medicine, thereby ensuring safe and equitable care in the coming century.
{"title":"Future-proofing medical assessment: evaluating collaborative intelligence in the age of artificial intelligence.","authors":"Yanyi Wu","doi":"10.1093/acamed/wvaf039","DOIUrl":"https://doi.org/10.1093/acamed/wvaf039","url":null,"abstract":"<p><p>The accelerating integration of artificial intelligence (AI) into clinical practice presents a profound challenge to conventional medical education and assessment. Legacy assessment methods, focused on individual knowledge recall, fail to evaluate the competencies required for effective human-AI partnership. While numerous AI competency frameworks have emerged, they often overlook the synergistic wisdom needed for true collaboration. To address this gap, this article introduces and defines collaborative intelligence (CI), a dyad-centric construct focusing on the emergent capabilities of the human-AI team. CI represents the capability to critically appraise, ethically integrate, and judiciously act upon AI-derived insights. Its 5 core components are delineated: critical AI appraisal, information synthesis, adaptive judgment, ethical reasoning, and effective human-AI interaction. Subsequently, it proposes a novel assessment framework that discards rigid, time-based training stages in favor of a 4-stage competency spiral (novice to expert). This programmatic approach systematically maps assessment methods-including workplace-based assessments, high-fidelity simulations, and script concordance testing-to each CI component across the developmental spiral. Reengineering assessment to effectively measure CI is presented not merely as a technical adjustment but as a strategic imperative for cultivating physicians who possess the wisdom to harness algorithmic power while upholding the humanistic core of medicine, thereby ensuring safe and equitable care in the coming century.</p>","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146097467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"From shame to resilience: how institutional culture reshapes medical trainees' professional identity.","authors":"LuYao Shi, Fan WenXing","doi":"10.1093/acamed/wvaf058","DOIUrl":"https://doi.org/10.1093/acamed/wvaf058","url":null,"abstract":"","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Lee, Allyson Tayag, Rana Amoush, Kurt Wharton, Jason Adam Wasserman
{"title":"Student-run free clinics: revisiting the balance of service and education.","authors":"David Lee, Allyson Tayag, Rana Amoush, Kurt Wharton, Jason Adam Wasserman","doi":"10.1093/acamed/wvaf035","DOIUrl":"https://doi.org/10.1093/acamed/wvaf035","url":null,"abstract":"","PeriodicalId":50929,"journal":{"name":"Academic Medicine","volume":" ","pages":""},"PeriodicalIF":5.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146120981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}