View in EDS

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

Saved in:
Bibliographic Details
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
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42202270
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Learning Analytics of a National Entrustable Professional Activities Platform: Cross-Sectional Study of System-Level Constraints on Advanced Entrustment in Competency-Based Medical Education.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Chen+JW%22">Chen JW</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yu+RB%22">Yu RB</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Lin+KN%22">Lin KN</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ono+Y%22">Ono Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yu+XB%22">Yu XB</searchLink>; Department of Hospital Management, Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+WC%22">Hsu WC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wang+PC%22">Wang PC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Liao+LJ%22">Liao LJ</searchLink>; Far Eastern Memorial Hospital, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liao+CH%22">Liao CH</searchLink>; School of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.; Division of Urology, Department of Surgery, Cardinal Tien Hospital, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+M%22">Chen M</searchLink>; 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.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101684518%22">JMIR medical education</searchLink> [JMIR Med Educ] 2026 May 27; Vol. 12, pp. e95066. <i>Date of Electronic Publication: </i>2026 May 27.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101684518 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2369-3762 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223693762%22">23693762 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Med Educ <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42202270
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.2196/95066
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: e95066
    Titles:
      – TitleFull: Learning Analytics of a National Entrustable Professional Activities Platform: Cross-Sectional Study of System-Level Constraints on Advanced Entrustment in Competency-Based Medical Education.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Chen JW
      – PersonEntity:
          Name:
            NameFull: Yu RB
      – PersonEntity:
          Name:
            NameFull: Lin KN
      – PersonEntity:
          Name:
            NameFull: Ono Y
      – PersonEntity:
          Name:
            NameFull: Yu XB
      – PersonEntity:
          Name:
            NameFull: Hsu WC
      – PersonEntity:
          Name:
            NameFull: Wang PC
      – PersonEntity:
          Name:
            NameFull: Liao LJ
      – PersonEntity:
          Name:
            NameFull: Liao CH
      – PersonEntity:
          Name:
            NameFull: Chen M
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 27
              M: 05
              Text: 2026 May 27
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 2369-3762
          Numbering:
            – Type: volume
              Value: 12
          Titles:
            – TitleFull: JMIR medical education
              Type: main
ResultId 1