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Purpose: Undergraduate medical education (UME) to graduate medical education (GME) transition gaps may limit opportunities for learner improvement along each individual's learning trajectory. Additional information regarding learner perspectives on skill-based learning goals in preparation for the residency transition is needed. The authors hypothesized that fourth-year medical student (MS4) learning plans may provide information to fill the gap in understanding learner perspectives on the knowledge, skills, and opportunities they consider important in supporting their residency readiness.
Method: Directed thematic analysis informed by a constructivist analytical approach was used to review readiness for residency reflections as part of a portfolio assessment system at a large, urban, research-intensive medical school during academic years 2021 and 2022. The authors identified student-selected Accreditation Council for Graduate Medical Education (ACGME) competencies and subcompetencies, iteratively identified non-subcompetency-based themes, refined the codes, and achieved consensus. They then analyzed the frequency of competencies and subcompetencies within learner reflections and explored additional themes.
Results: In the final set of 291 reflections, the ACGME competencies selected for MS4 learning plans were patient care (227 learning plans), medical knowledge (144 learning plans), interpersonal and communication skills (94 learning plans), practice-based learning and improvement (79 learning plans), system-based practice (67 learning plans), and professionalism (63 learning plans). The top 3 ACGME subcompetencies identified as growth areas by MS4s were practice-based learning and improvement: evidence-based and informed practice, patient care: clinical reasoning, and interpersonal and communication skills: interprofessional and team communication. Teaching was the most common learning goal outside the ACGME subcompetencies.
Conclusions: The MS4 readiness for residency reflections offered important insight into student perspectives on UME to GME transition preparation. Learners' reflections yielded a diverse set of learning goals for the fourth year of medical school, highlighting the importance of individualized approaches in addition to standardized curricula at the time of transition.
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http://dx.doi.org/10.1097/ACM.0000000000005997 | DOI Listing |
BMJ Lead
September 2025
Green Templeton College, University of Oxford, Oxford, UK.
Background: In 2021, Dr Kalra embraced an opportunity for a leadership role at a start-up healthcare organisation in India. This gave him an opportunity to adapt his National Health Service (NHS) leadership experience to the evolving Indian private healthcare landscape. This paper shares his lived experience as a National Medical Director and delves into the experiences and leadership insights he acquired during this.
View Article and Find Full Text PDFJ Safety Res
September 2025
Department of Civil & Environmental Engineering, The University of Tennessee, Knoxville, United States. Electronic address:
Introduction: Pedestrian safety is a growing concern in the United States transportation sector, with around 7,500 pedestrian crash fatalities reported in the United States in recent years. Pedestrians are at an even higher risk of crashes at night due to limited visibility and alcohol impairment of the drivers or pedestrians. The U.
View Article and Find Full Text PDFBiomed Phys Eng Express
September 2025
Southwest Jiaotong University School of Mechanical Engineering, No. 111, North Section 1, Second Ring Road, Jinniu District, Chengdu, Chengdu, Sichuan, 610031, CHINA.
Total hip arthroplasty (THA) is the standard surgical treatment for end-stage hip osteoarthritis, with its success dependent on precise preoperative planning, which, in turn, relies on accurate three-dimensional segmentation and reconstruction of the periarticular bone of the hip joint. However, patients with hip osteoarthritis often exhibit pathological characteristics, such as joint space narrowing, femoroacetabular impingement, osteophyte formation, and joint deformity. These changes present significant challenges for traditional manual or semi-automatic segmentation methods.
View Article and Find Full Text PDFNurs Outlook
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University of Maryland School of Nursing, Baltimore, MD.
Background: Recently, there has been strong focus on applying pragmatic research (PR) methods and real-world data (RWD) in healthcare. These approaches allow researchers to test interventions in real-world settings. This field underscores the complementary roles of nursing PhD and DNP programs.
View Article and Find Full Text PDFNeural Netw
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Department of Computer Science and Engineering, Hanyang University ERICA, 15588, South Korea. Electronic address:
In 6G mobile communication systems, various AI-based network functions and applications have been standardized. Federated learning (FL) is adopted as the core learning architecture for 6G systems to avoid privacy leakage from mobile user data. However, in FL, users with non-independent and identically distributed (non-IID) datasets can deteriorate the performance of the global model because the convergence direction of the gradient for each dataset is different, thereby inducing a weight divergence problem.
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