Learning Analytics of a National Entrustable Professional Activities Platform: Cross-Sectional Study of System-Level Constraints on Advanced Entrustment in Competency-Based Medical Education.

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Title: Learning Analytics of a National Entrustable Professional Activities Platform: Cross-Sectional Study of System-Level Constraints on Advanced Entrustment in Competency-Based Medical Education.
Authors: Chen JW; Department of Otolaryngology-Head and Neck Surgery, Cardinal Tien Hospital and College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.; Department of Otolaryngology-Head and Neck Surgery, National Taiwan University Hospital, Taipei, Taiwan.; Department of Hospital Management, Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei City, Taiwan., Yu RB; Department of Otolaryngology-Head and Neck Surgery, Cardinal Tien Hospital and Fu Jen Catholic University, New Taipei City, Taiwan.; Institute of Educational Administration and Evaluation, University of Taipei, Taipei, Taiwan., Lin KN; Department of Otolaryngology-Head and Neck Surgery, Cardinal Tien Hospital and College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.; Department of Otolaryngology-Head and Neck Surgery, National Taiwan University Hospital, Taipei, Taiwan., Ono Y; Department of Hospital Management, Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei City, Taiwan.; Data Science Center, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan., Yu XB; Department of Hospital Management, Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei City, Taiwan., Hsu WC; Department of Otolaryngology, Head and Neck Surgery, National Taiwan University Hospital and Children's Hospital, Taipei, Taiwan.; Sleep Center, National Taiwan University Hospital, Taipei, Taiwan.; Department of Otolaryngology, College of Medicine, National Taiwan University, Taipei, Taiwan., Wang PC; Department of Otolaryngology, Cathay General Hospital, Taipei, Taiwan.; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan., Liao LJ; Far Eastern Memorial Hospital, New Taipei City, Taiwan., Liao CH; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; Division of Urology, Department of Surgery, Cardinal Tien Hospital, New Taipei City, Taiwan., Chen M; Data Science Center, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.; Artificial Intelligence Development Center, Fu Jen Catholic University, New Taipei City, Taiwan.
Source: JMIR medical education [JMIR Med Educ] 2026 May 27; Vol. 12, pp. e95066. Date of Electronic Publication: 2026 May 27.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101684518 Publication Model: Electronic Cited Medium: Internet ISSN: 2369-3762 (Electronic) Linking ISSN: 23693762 NLM ISO Abbreviation: JMIR Med Educ Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2369-3762
DOI:10.2196/95066