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What Is Data Visualization? 什么是数据可视化?
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00886.1
Caroline G Coleman, T Tyler Daugherty, Jennifer O Spicer
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引用次数: 0
Association Between Average Annual US Medical Specialty Compensation and Percentage of Trainees in the Specialty Who Are Female. 美国医学专业平均年度薪酬与女性专业培训生百分比之间的关系
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00312.1
William B Weeks, Mayana Pereira, Juan M Lavista Ferres

Background Female physicians have lower incomes than male physicians. While overall sex-based income disparities are dramatic, compensation differs considerably across specialties. A better understanding of the relationship between anticipated specialty-specific annual incomes and the proportion of females entering that specialty might help residency program directors argue for equity in specialty choice and income for female physicians. Objective We sought to determine the relationship between the percentage of females in the workforce entering a specialty and the average compensation of that specialty in 2023. Methods From a recent JAMA article, we obtained the characteristics and numbers of trainees engaged in 160 specialties or subspecialties within 13 489 graduate medical education programs in 2023; we aggregated those data into 50 specialties for which 2023 average annual self-reported compensation were publicly available from Doximity. We conducted a stepwise linear regression in which the specialty-specific proportion of trainees who were female, US medical school graduates, Canadian, Doctors of Osteopathy, American Indian or Alaska Native, Asian, Black, Hispanic or Latino, Pacific Islander, or White were used to predict the specialty-specific average annual income. We conducted the analysis in 2024. Results Each one percent increase in the specialty-specific percentage of female trainees was associated with a $5,301 decrease in average specialty-specific annual compensation, and each one percent increase in the US medical school graduate percentage was associated with a $3,821 increase. These 2 characteristics accounted for 78% of the adjusted explainable variance in average specialty-specific annual compensation. Conclusions Specialties with higher proportions of female trainees had lower average annual compensation rates.

女医生的收入低于男医生。虽然总体上基于性别的收入差距是巨大的,但不同专业的薪酬差异很大。更好地理解特定专业的预期年收入与进入该专业的女性比例之间的关系,可能有助于住院医师项目主管争取女性医生在专业选择和收入方面的平等。我们试图确定2023年进入某一专业的女性劳动力比例与该专业平均薪酬之间的关系。方法从JAMA最近的一篇文章中,我们获得了2023年13489个研究生医学教育项目中160个专业或亚专业的实习生的特征和数量;我们将这些数据汇总到50个专业中,这些专业的2023年平均年度自我报告薪酬可以从Doximity上公开获得。我们进行了逐步线性回归,其中使用女性、美国医学院毕业生、加拿大人、骨科医生、美国印第安人或阿拉斯加原住民、亚洲人、黑人、西班牙裔或拉丁裔、太平洋岛民或白人的特定专业比例来预测特定专业的平均年收入。我们在2024年进行了分析。研究结果:女性实习生的专业比例每增加1%,专业平均年薪就会减少5301美元;美国医学院毕业生的比例每增加1%,专业平均年薪就会增加3821美元。这两个特征占了特定专业平均年薪调整后可解释方差的78%。结论女学员比例较高的专业平均年薪酬率较低。
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引用次数: 0
AI Teaching Rounds: Orienting Graduate Medical Education Without the Hype. 人工智能教学轮次:没有炒作的研究生医学教育方向。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-01014.1
Carl Preiksaitis
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引用次数: 0
To the Editor: The Challenge of Bias: A Response to "Workplace Experience as a Proxy for Privilege: An Unspoken Barrier Women Physicians Face in Career Advancement". 致编辑:偏见的挑战:对“作为特权代理的工作经验:女医生在职业发展中面临的一个不言而喻的障碍”的回应。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00809.1
Emma Collier
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引用次数: 0
Digital Learning in Motion: Exploring Mobile Device Use in Mexican Residents. 运动中的数字学习:探索墨西哥居民的移动设备使用。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-24-01024.1
Alfredo Gutiérrez Hernández, Maura Pompa Mansilla, Guadalupe Vadillo Bueno, Melchor Sánchez-Mendiola

Background Medical residents rely on mobile digital devices for point-of-care learning and communication. However, most guidance arises from high-income settings with reliable connectivity and clearer governance on the use of digital devices. In low- and middle-income contexts, intermittent access, out-of-pocket costs, and privacy gaps create distinct risks and opportunities. Understanding mobile device use is fundamental for designing curricula and educational policies. Objective To explore how Mexican medical residents perceive and use mobile devices to support their learning during clinical training. Methods An exploratory qualitative study, guided by the framework of self-regulated learning, was performed from February 2023 to January 2024 with 16 residents from 5 medical specialties in Mexico, an upper-middle-income country. Participants were recruited via convenience sampling from university-affiliated academic health centers in Mexico City. Data were collected using a semistructured interview guide and analyzed inductively using thematic analysis with constant comparison and axial coding. Results Thematic analysis of residents' accounts revealed 2 main domains: educational uses of mobile devices; and perceptions and challenges of use, which include professional ambiguity and social regulation, cognitive load and emotional strain, ethical and privacy dilemmas, and infrastructure limitations and digital equity. Mobile devices were considered essential tools for learning and self-directed education, though their use is limited by contextual and institutional constraints. Conclusions Residents reported using mobile digital devices primarily for clinical care information retrieval, procedure review, and self-directed study. Reported constraints included faculty expectations regarding device use, privacy and data-handling concerns, unequal access and costs, infrastructure limitations, and educational tensions in clinical learning environments.

医疗住院医师依靠移动数字设备进行即时学习和交流。然而,大多数指导意见来自高收入环境,这些环境具有可靠的网络连接和对数字设备使用的更明确的管理。在低收入和中等收入环境中,间歇性获取、自付费用和隐私缺口带来了明显的风险和机遇。了解移动设备的使用情况是设计课程和教育政策的基础。目的探讨墨西哥住院医师在临床培训中如何感知和使用移动设备来支持他们的学习。方法于2023年2月至2024年1月,在自我调节学习框架的指导下,对中高收入国家墨西哥5个医学专业的16名住院医师进行探索性质的研究。参与者通过便利抽样从墨西哥城的大学附属学术健康中心招募。采用半结构化访谈指南收集数据,采用主题分析、持续比较和轴向编码进行归纳分析。结果对居民账户的专题分析揭示了2个主要领域:移动设备的教育用途;以及使用的认知和挑战,包括专业歧义和社会监管、认知负荷和情绪紧张、道德和隐私困境、基础设施限制和数字公平。移动设备被认为是学习和自主教育的重要工具,尽管它们的使用受到环境和制度限制。结论住院医师使用移动数字设备主要用于临床护理信息检索、程序回顾和自我指导学习。报告的限制包括教师对设备使用的期望、隐私和数据处理问题、不平等的访问和成本、基础设施限制以及临床学习环境中的教育紧张。
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引用次数: 0
Adapting Canada's CBME Model in Kuwait: Challenges, Strategies, and Lessons Learned in Postgraduate Medical Education. 在科威特调整加拿大CBME模式:研究生医学教育的挑战、战略和经验教训。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00517.1
Fatemah Qasem, Arif Al Areibi
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引用次数: 0
To the Editor: Innovation in Program Evaluation: The Development of a Logic Model for a Psychiatry Residency Training Program in Canada. 致编辑:项目评估的创新:加拿大精神病学住院医师培训项目逻辑模型的发展。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00791.1
Justin Diep, Melanie Zhang, Certina Ho, Adrienne Tan, Deanna Chaukos
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引用次数: 0
A Resident-Focused Older Adult Social Engagement Curriculum to Change Assumptions and Perceptions of Aging. 以居民为中心的老年人社会参与课程改变对老龄化的假设和看法。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00261.1
Zoe Kohler-Boland, Bryanna De Lima, Laura K Byerly

Background Social isolation and loneliness (SIL) are strongly associated with poor health outcomes among older adults; however, graduate medical education often limits dedicated geriatrics clinical training, leaving residents ill-prepared to care for older adults. Engaging residents with older adults in nonclinical environments could change perceptions on SIL and aging and improve care for older adults. Objective To develop and evaluate a social constructivism-based curriculum for interns centered on nonclinical engagement with older adults, aimed at enhancing empathy and understanding of SIL. Methods Twenty-nine internal medicine interns at an academic medical center in Oregon participated in mandatory educational sessions on SIL and completed structured outreach calls to older adults at elevated risk of SIL from 2020 to 2021. On completion of these activities, interns' self-reflection essays about their experiences were analyzed to identify key themes and changes in their perceptions and attitudes. Results Analysis of interns' self-reflection essays yielded 7 major themes, including changes in their understanding of SIL and attitudes toward older adults, often prompted by older adults' resilience and resourceful coping strategies. Other major themes included lessons learned about SIL, factors affecting SIL, and intended changes to future practice. Conclusions By creating opportunities for interns to reflect on biases and engage with the realities of older adults' lives, our curriculum led to a shift in interns' perceptions toward a more thoughtful understanding of aging and SIL and intentions to integrate a more complex understanding of aging and SIL into their future work.

社会隔离和孤独(SIL)与老年人健康状况不佳密切相关;然而,研究生医学教育往往限制了专门的老年医学临床培训,使住院医生在照顾老年人方面准备不足。让住院医师在非临床环境中与老年人接触可以改变对SIL和老龄化的看法,并改善对老年人的护理。目的为实习生开发和评估一套以社会建构主义为基础的课程,该课程以与老年人的非临床接触为中心,旨在增强对SIL的同理心和理解。方法2020 - 2021年,俄勒冈州一家学术医疗中心的29名内科实习生参加了SIL的强制性教育课程,并完成了对SIL高风险老年人的结构化外展电话。在这些活动完成后,对实习生关于他们经历的自我反思文章进行分析,以确定关键主题和他们的看法和态度的变化。结果通过对实习生自我反思文章的分析,得出了7个主要主题,包括他们对老年人的理解和对老年人的态度的变化,这些变化通常是由老年人的弹性和机智的应对策略引起的。其他主要主题包括关于SIL的经验教训,影响SIL的因素,以及对未来实践的预期更改。通过为实习生提供反思偏见和接触老年人生活现实的机会,我们的课程使实习生的观念发生了转变,他们对衰老和SIL有了更深入的理解,并有意将对衰老和SIL的更复杂的理解融入到他们未来的工作中。
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引用次数: 0
The Disability Policy Toolkit: Resource Development and Applications Within Graduate Medical Education. 残疾政策工具包:资源开发和研究生医学教育中的应用。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00887.1
Maggie Salinger, Zoie C Sheets, Jessica L Bienstock, Jill C Rudkowski, Kelly R Shaw, Louito Edje, Anne Messman, Hayley Fisher, Maureen Fousone, Mihir Kakara, Kate Martin, Jasmine R Marcelin, Jennifer K O'Toole, Morgan Passiment, Pilar Ortega, Lisa M Meeks
{"title":"The Disability Policy Toolkit: Resource Development and Applications Within Graduate Medical Education.","authors":"Maggie Salinger, Zoie C Sheets, Jessica L Bienstock, Jill C Rudkowski, Kelly R Shaw, Louito Edje, Anne Messman, Hayley Fisher, Maureen Fousone, Mihir Kakara, Kate Martin, Jasmine R Marcelin, Jennifer K O'Toole, Morgan Passiment, Pilar Ortega, Lisa M Meeks","doi":"10.4300/JGME-D-25-00887.1","DOIUrl":"10.4300/JGME-D-25-00887.1","url":null,"abstract":"","PeriodicalId":37886,"journal":{"name":"Journal of graduate medical education","volume":"17 6","pages":"792-797"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12710346/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145783098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
To the Editor: Re: "A National Longitudinal Study of Wellness Curricula in US Family Medicine Residency Programs and Association With Early Career Physician Burnout". 致编辑:回复:“美国家庭医学住院医师项目健康课程与早期职业医生职业倦怠的全国性纵向研究”。
Pub Date : 2025-12-01 Epub Date: 2025-12-16 DOI: 10.4300/JGME-D-25-00694.1
Emily Bugada
{"title":"To the Editor: Re: \"A National Longitudinal Study of Wellness Curricula in US Family Medicine Residency Programs and Association With Early Career Physician Burnout\".","authors":"Emily Bugada","doi":"10.4300/JGME-D-25-00694.1","DOIUrl":"10.4300/JGME-D-25-00694.1","url":null,"abstract":"","PeriodicalId":37886,"journal":{"name":"Journal of graduate medical education","volume":"17 6","pages":"786"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12710383/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145783123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of graduate medical education
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