Accessibility settings

This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (1357) Clinical Informatics (2164) mHealth for Data Collection and Research (1689) Theoretical Frameworks and Concepts (518) Big Data (427) Design of Processes and Workflows (270) Electronic Health Records (1667) eHealth Infrastructures (493) mHealth for Health Administration (240) Data Science (685)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64721, first published .
Doctor in white coat with stethoscope uses tablet for patient care.

Emerging Domains for Measuring Health Care Delivery With Electronic Health Record Metadata

Emerging Domains for Measuring Health Care Delivery With Electronic Health Record Metadata

Authors of this article:

Daniel Tawfik1 Author Orcid Image ;   Adam Rule2 Author Orcid Image ;   Aram Alexanian3 Author Orcid Image ;   Dori Cross4 Author Orcid Image ;   A Jay Holmgren5 Author Orcid Image ;   Sunny S Lou6 Author Orcid Image ;   Eugenia McPeek Hinz7 Author Orcid Image ;   Christian Rose8 Author Orcid Image ;   Ratnalekha V N Viswanadham9 Author Orcid Image ;   Rebecca G Mishuris10 Author Orcid Image ;   Jorge M Rodríguez-Fernández11 Author Orcid Image ;   Eric W Ford12 Author Orcid Image ;   Sarah T Florig13 Author Orcid Image ;   Christine A Sinsky14 Author Orcid Image ;   Nate C Apathy15 Author Orcid Image
Article Authors Cited by (6) Tweetations (1) Metrics

Journals

  1. Sebok‐Syer S, Tawfik D. We cannot measure what we have not yet attempted to measure: Steps towards reconceptualising team‐based assessments in the health professions. Medical Education 2025;59(9):895 View
  2. Yan C, Zhang X, Kannampallil T, Adler-Milstein J, Chen Y. Reimagining clinical AI: from clickstreams to clinical insights with EHR use metadata. npj Health Systems 2025;2(1) View
  3. Tewfik G, Chaudhry F, Rodriguez-Correa D, Aziz R, Naftalovich R. Metadata: how data about data affects patient safety in anesthesia. Current Opinion in Anaesthesiology 2025;38(6):786 View
  4. Kemp J, Shin H, Pape C, Lee A, Bahri B, Wang W, Ling S, Strudwick G. Variations in Nursing Documentation Time in a Mental Health Setting: A Retrospective Observational Study of EHR Usage Data. Applied Clinical Informatics 2025;16(05):1799 View
  5. Chrimes D, Thomo A, Kuo M, Borycki E, Kushniruk A. Predicting Electronic Health Record Usability: Scoping Review of Adoption Models, Metrics, and Future Directions. JMIR Human Factors 2026;13:e86076 View
  6. Baratta L, Wang J, Osweiler B, Lew D, Eiden E, Kannampallil T, Lou S. Algorithmic Identification of the Daily Primary Frontline Clinician during Inpatient Medicine Encounters Using EHR Audit Log Data. Applied Clinical Informatics 2026;17(03):540 View